file 1	file 2	# same commits	# commits file 1	# commits file 2
pyro/infer/mcmc/nuts.py	pyro/infer/mcmc/hmc.py	50	59	77
pyro/infer/tracegraph_elbo.py	pyro/infer/trace_elbo.py	48	70	59
pyro/util.py	pyro/__init__.py	42	141	176
tutorial/source/vae.ipynb	tutorial/source/svi_part_i.ipynb	28	49	39
examples/eight_schools/mcmc.py	examples/baseball.py	26	29	46
examples/vae/vae.py	examples/dmm/dmm.py	26	29	56
examples/vae/vae.py	examples/vae/ss_vae_M2.py	26	29	34
examples/vae/ss_vae_M2.py	examples/dmm/dmm.py	25	34	56
examples/vae/vae_comparison.py	examples/dmm/dmm.py	25	29	56
examples/vae/vae_comparison.py	examples/vae/ss_vae_M2.py	25	29	34
examples/vae/vae_comparison.py	examples/vae/vae.py	25	29	29
tutorial/source/vae.ipynb	tutorial/source/tensor_shapes.ipynb	25	49	39
pyro/__init__.py	examples/dmm/dmm.py	24	176	56
pyro/util.py	pyro/poutine/__init__.py	24	141	64
examples/sparse_gamma_def.py	examples/hmm.py	23	28	45
pyro/poutine/__init__.py	pyro/__init__.py	23	64	176
pyro/util.py	pyro/infer/abstract_infer.py	23	141	64
examples/hmm.py	examples/baseball.py	22	45	46
pyro/__init__.py	examples/inclined_plane.py	22	176	35
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/models/gpr.py	22	32	27
pyro/infer/traceenum_elbo.py	pyro/infer/trace_elbo.py	22	64	59
pyro/infer/tracegraph_elbo.py	pyro/infer/traceenum_elbo.py	22	70	64
pyro/util.py	pyro/infer/tracegraph_elbo.py	22	141	70
tutorial/source/tensor_shapes.ipynb	tutorial/source/svi_part_i.ipynb	22	39	39
examples/contrib/autoname/tree_data.py	examples/contrib/autoname/mixture.py	21	21	22
examples/contrib/gp/sv-dkl.py	examples/air/main.py	21	34	37
examples/dmm/dmm.py	examples/air/main.py	21	56	37
examples/hmm.py	examples/dmm/dmm.py	21	45	56
examples/sparse_gamma_def.py	examples/baseball.py	21	28	46
examples/vae/ss_vae_M2.py	examples/air/main.py	21	34	37
examples/vae/ss_vae_M2.py	examples/contrib/gp/sv-dkl.py	21	34	34
examples/vae/ss_vae_M2.py	examples/hmm.py	21	34	45
examples/vae/vae.py	examples/hmm.py	21	29	45
pyro/__init__.py	examples/air/main.py	21	176	37
pyro/__init__.py	examples/vae/ss_vae_M2.py	21	176	34
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/models/gpr.py	21	21	27
pyro/infer/util.py	pyro/infer/tracegraph_elbo.py	21	49	70
tutorial/source/vae.ipynb	examples/dmm/dmm.py	21	49	56
tutorial/source/vae.ipynb	examples/vae/vae.py	21	49	29
examples/dmm/dmm.py	examples/contrib/gp/sv-dkl.py	20	56	34
examples/eight_schools/svi.py	examples/contrib/autoname/mixture.py	20	22	22
examples/eight_schools/svi.py	examples/eight_schools/mcmc.py	20	22	29
examples/hmm.py	examples/contrib/autoname/mixture.py	20	45	22
examples/hmm.py	examples/contrib/autoname/scoping_mixture.py	20	45	22
examples/hmm.py	examples/contrib/autoname/tree_data.py	20	45	21
examples/hmm.py	examples/eight_schools/mcmc.py	20	45	29
examples/inclined_plane.py	examples/air/main.py	20	35	37
examples/lda.py	examples/hmm.py	20	25	45
examples/sparse_gamma_def.py	examples/contrib/gp/sv-dkl.py	20	28	34
examples/sparse_gamma_def.py	examples/dmm/dmm.py	20	28	56
examples/sparse_gamma_def.py	examples/lda.py	20	28	25
examples/vae/ss_vae_M2.py	examples/sparse_gamma_def.py	20	34	28
examples/vae/vae.py	examples/contrib/gp/sv-dkl.py	20	29	34
examples/vae/vae.py	examples/sparse_gamma_def.py	20	29	28
examples/vae/vae_comparison.py	examples/air/main.py	20	29	37
examples/vae/vae_comparison.py	examples/contrib/gp/sv-dkl.py	20	29	34
examples/vae/vae_comparison.py	examples/hmm.py	20	29	45
examples/vae/vae_comparison.py	examples/sparse_gamma_def.py	20	29	28
pyro/__init__.py	examples/hmm.py	20	176	45
pyro/__init__.py	examples/vae/vae_comparison.py	20	176	29
pyro/infer/util.py	pyro/infer/traceenum_elbo.py	20	49	64
tutorial/source/jit.ipynb	tutorial/source/enumeration.ipynb	20	23	27
tutorial/source/tensor_shapes.ipynb	examples/dmm/dmm.py	20	39	56
tutorial/source/tensor_shapes.ipynb	examples/vae/ss_vae_M2.py	20	39	34
tutorial/source/tensor_shapes.ipynb	examples/vae/vae.py	20	39	29
tutorial/source/tensor_shapes.ipynb	examples/vae/vae_comparison.py	20	39	29
examples/contrib/autoname/mixture.py	examples/air/main.py	19	22	37
examples/contrib/autoname/mixture.py	examples/baseball.py	19	22	46
examples/contrib/autoname/scoping_mixture.py	examples/contrib/autoname/mixture.py	19	22	22
examples/contrib/autoname/tree_data.py	examples/baseball.py	19	21	46
examples/contrib/autoname/tree_data.py	examples/contrib/autoname/scoping_mixture.py	19	21	22
examples/contrib/gp/sv-dkl.py	examples/contrib/autoname/mixture.py	19	34	22
examples/eight_schools/mcmc.py	examples/contrib/autoname/mixture.py	19	29	22
examples/eight_schools/mcmc.py	examples/contrib/autoname/tree_data.py	19	29	21
examples/eight_schools/svi.py	examples/air/main.py	19	22	37
examples/eight_schools/svi.py	examples/baseball.py	19	22	46
examples/eight_schools/svi.py	examples/contrib/autoname/scoping_mixture.py	19	22	22
examples/eight_schools/svi.py	examples/contrib/autoname/tree_data.py	19	22	21
examples/eight_schools/svi.py	examples/contrib/gp/sv-dkl.py	19	22	34
examples/hmm.py	examples/contrib/gp/sv-dkl.py	19	45	34
examples/hmm.py	examples/eight_schools/svi.py	19	45	22
examples/lda.py	examples/baseball.py	19	25	46
examples/lda.py	examples/contrib/autoname/mixture.py	19	25	22
examples/lda.py	examples/contrib/autoname/scoping_mixture.py	19	25	22
examples/lda.py	examples/contrib/autoname/tree_data.py	19	25	21
examples/lda.py	examples/eight_schools/mcmc.py	19	25	29
examples/lkj.py	examples/baseball.py	19	20	46
examples/rsa/hyperbole.py	examples/rsa/generics.py	19	19	19
examples/rsa/schelling_false.py	examples/rsa/schelling.py	19	19	19
examples/rsa/semantic_parsing.py	examples/rsa/generics.py	19	20	19
examples/rsa/semantic_parsing.py	examples/rsa/hyperbole.py	19	20	19
examples/sparse_gamma_def.py	examples/air/main.py	19	28	37
examples/sparse_gamma_def.py	examples/contrib/autoname/mixture.py	19	28	22
examples/sparse_gamma_def.py	examples/contrib/autoname/scoping_mixture.py	19	28	22
examples/sparse_gamma_def.py	examples/contrib/autoname/tree_data.py	19	28	21
examples/sparse_gamma_def.py	examples/eight_schools/mcmc.py	19	28	29
examples/vae/ss_vae_M2.py	examples/baseball.py	19	34	46
examples/vae/vae.py	examples/air/main.py	19	29	37
examples/vae/vae.py	examples/baseball.py	19	29	46
examples/vae/vae_comparison.py	examples/baseball.py	19	29	46
pyro/__init__.py	examples/contrib/autoname/scoping_mixture.py	19	176	22
pyro/__init__.py	examples/lda.py	19	176	25
pyro/__init__.py	examples/sparse_gamma_def.py	19	176	28
pyro/__init__.py	examples/vae/vae.py	19	176	29
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/models/sgpr.py	19	21	32
pyro/infer/tracegraph_elbo.py	pyro/__init__.py	19	70	176
pyro/util.py	pyro/infer/trace_elbo.py	19	141	59
tutorial/source/enumeration.ipynb	tutorial/source/ekf.ipynb	19	27	23
tutorial/source/svi_part_i.ipynb	examples/air/main.py	19	39	37
tutorial/source/svi_part_i.ipynb	examples/inclined_plane.py	19	39	35
tutorial/source/svi_part_i.ipynb	pyro/__init__.py	19	39	176
tutorial/source/tensor_shapes.ipynb	tutorial/source/enumeration.ipynb	19	39	27
tutorial/source/vae.ipynb	examples/hmm.py	19	49	45
tutorial/source/vae.ipynb	examples/sparse_gamma_def.py	19	49	28
tutorial/source/vae.ipynb	examples/vae/ss_vae_M2.py	19	49	34
tutorial/source/vae.ipynb	examples/vae/vae_comparison.py	19	49	29
tutorial/source/vae.ipynb	pyro/__init__.py	19	49	176
examples/baseball.py	examples/air/main.py	18	46	37
examples/contrib/autoname/scoping_mixture.py	examples/air/main.py	18	22	37
examples/contrib/autoname/scoping_mixture.py	examples/baseball.py	18	22	46
examples/contrib/autoname/tree_data.py	examples/air/main.py	18	21	37
examples/contrib/gp/sv-dkl.py	examples/baseball.py	18	34	46
examples/contrib/gp/sv-dkl.py	examples/contrib/autoname/scoping_mixture.py	18	34	22
examples/contrib/gp/sv-dkl.py	examples/contrib/autoname/tree_data.py	18	34	21
examples/dmm/dmm.py	examples/baseball.py	18	56	46
examples/dmm/dmm.py	examples/contrib/autoname/mixture.py	18	56	22
examples/dmm/dmm.py	examples/contrib/autoname/scoping_mixture.py	18	56	22
examples/eight_schools/mcmc.py	examples/air/main.py	18	29	37
examples/eight_schools/mcmc.py	examples/contrib/autoname/scoping_mixture.py	18	29	22
examples/eight_schools/mcmc.py	examples/contrib/gp/sv-dkl.py	18	29	34
examples/eight_schools/svi.py	examples/dmm/dmm.py	18	22	56
examples/hmm.py	examples/air/main.py	18	45	37
examples/inclined_plane.py	examples/baseball.py	18	35	46
examples/inclined_plane.py	examples/contrib/autoname/mixture.py	18	35	22
examples/inclined_plane.py	examples/contrib/autoname/scoping_mixture.py	18	35	22
examples/inclined_plane.py	examples/contrib/autoname/tree_data.py	18	35	21
examples/inclined_plane.py	examples/contrib/gp/sv-dkl.py	18	35	34
examples/inclined_plane.py	examples/dmm/dmm.py	18	35	56
examples/inclined_plane.py	examples/eight_schools/mcmc.py	18	35	29
examples/inclined_plane.py	examples/eight_schools/svi.py	18	35	22
examples/inclined_plane.py	examples/hmm.py	18	35	45
examples/lda.py	examples/air/main.py	18	25	37
examples/lda.py	examples/contrib/gp/sv-dkl.py	18	25	34
examples/lda.py	examples/dmm/dmm.py	18	25	56
examples/lda.py	examples/eight_schools/svi.py	18	25	22
examples/lda.py	examples/inclined_plane.py	18	25	35
examples/lkj.py	examples/eight_schools/mcmc.py	18	20	29
examples/lkj.py	examples/hmm.py	18	20	45
examples/minipyro.py	examples/air/main.py	18	26	37
examples/minipyro.py	examples/baseball.py	18	26	46
examples/minipyro.py	examples/contrib/autoname/mixture.py	18	26	22
examples/minipyro.py	examples/contrib/autoname/scoping_mixture.py	18	26	22
examples/minipyro.py	examples/contrib/autoname/tree_data.py	18	26	21
examples/minipyro.py	examples/contrib/gp/sv-dkl.py	18	26	34
examples/minipyro.py	examples/eight_schools/mcmc.py	18	26	29
examples/minipyro.py	examples/eight_schools/svi.py	18	26	22
examples/minipyro.py	examples/hmm.py	18	26	45
examples/minipyro.py	examples/inclined_plane.py	18	26	35
examples/minipyro.py	examples/lda.py	18	26	25
examples/rsa/schelling.py	examples/air/main.py	18	19	37
examples/rsa/schelling.py	examples/baseball.py	18	19	46
examples/rsa/schelling.py	examples/contrib/autoname/mixture.py	18	19	22
examples/rsa/schelling.py	examples/contrib/autoname/scoping_mixture.py	18	19	22
examples/rsa/schelling.py	examples/contrib/autoname/tree_data.py	18	19	21
examples/rsa/schelling.py	examples/contrib/gp/sv-dkl.py	18	19	34
examples/rsa/schelling.py	examples/eight_schools/mcmc.py	18	19	29
examples/rsa/schelling.py	examples/eight_schools/svi.py	18	19	22
examples/rsa/schelling.py	examples/hmm.py	18	19	45
examples/rsa/schelling.py	examples/inclined_plane.py	18	19	35
examples/rsa/schelling.py	examples/lda.py	18	19	25
examples/rsa/schelling.py	examples/minipyro.py	18	19	26
examples/rsa/schelling.py	examples/rsa/generics.py	18	19	19
examples/rsa/schelling.py	examples/rsa/hyperbole.py	18	19	19
examples/rsa/schelling_false.py	examples/air/main.py	18	19	37
examples/rsa/schelling_false.py	examples/baseball.py	18	19	46
examples/rsa/schelling_false.py	examples/contrib/autoname/mixture.py	18	19	22
examples/rsa/schelling_false.py	examples/contrib/autoname/scoping_mixture.py	18	19	22
examples/rsa/schelling_false.py	examples/contrib/autoname/tree_data.py	18	19	21
examples/rsa/schelling_false.py	examples/contrib/gp/sv-dkl.py	18	19	34
examples/rsa/schelling_false.py	examples/eight_schools/mcmc.py	18	19	29
examples/rsa/schelling_false.py	examples/eight_schools/svi.py	18	19	22
examples/rsa/schelling_false.py	examples/hmm.py	18	19	45
examples/rsa/schelling_false.py	examples/inclined_plane.py	18	19	35
examples/rsa/schelling_false.py	examples/lda.py	18	19	25
examples/rsa/schelling_false.py	examples/minipyro.py	18	19	26
examples/rsa/schelling_false.py	examples/rsa/generics.py	18	19	19
examples/rsa/schelling_false.py	examples/rsa/hyperbole.py	18	19	19
examples/rsa/semantic_parsing.py	examples/contrib/gp/sv-dkl.py	18	20	34
examples/rsa/semantic_parsing.py	examples/dmm/dmm.py	18	20	56
examples/rsa/semantic_parsing.py	examples/hmm.py	18	20	45
examples/rsa/semantic_parsing.py	examples/rsa/schelling.py	18	20	19
examples/rsa/semantic_parsing.py	examples/rsa/schelling_false.py	18	20	19
examples/sparse_gamma_def.py	examples/eight_schools/svi.py	18	28	22
examples/sparse_gamma_def.py	examples/inclined_plane.py	18	28	35
examples/sparse_gamma_def.py	examples/minipyro.py	18	28	26
examples/sparse_gamma_def.py	examples/rsa/schelling.py	18	28	19
examples/sparse_gamma_def.py	examples/rsa/schelling_false.py	18	28	19
examples/sparse_gamma_def.py	examples/rsa/semantic_parsing.py	18	28	20
examples/vae/ss_vae_M2.py	examples/contrib/autoname/mixture.py	18	34	22
examples/vae/ss_vae_M2.py	examples/contrib/autoname/scoping_mixture.py	18	34	22
examples/vae/ss_vae_M2.py	examples/eight_schools/svi.py	18	34	22
examples/vae/ss_vae_M2.py	examples/inclined_plane.py	18	34	35
examples/vae/ss_vae_M2.py	examples/lda.py	18	34	25
examples/vae/ss_vae_M2.py	examples/rsa/semantic_parsing.py	18	34	20
examples/vae/vae.py	examples/contrib/autoname/mixture.py	18	29	22
examples/vae/vae.py	examples/contrib/autoname/scoping_mixture.py	18	29	22
examples/vae/vae.py	examples/eight_schools/svi.py	18	29	22
examples/vae/vae.py	examples/lda.py	18	29	25
examples/vae/vae.py	examples/rsa/semantic_parsing.py	18	29	20
examples/vae/vae_comparison.py	examples/contrib/autoname/mixture.py	18	29	22
examples/vae/vae_comparison.py	examples/contrib/autoname/scoping_mixture.py	18	29	22
examples/vae/vae_comparison.py	examples/eight_schools/svi.py	18	29	22
examples/vae/vae_comparison.py	examples/inclined_plane.py	18	29	35
examples/vae/vae_comparison.py	examples/lda.py	18	29	25
examples/vae/vae_comparison.py	examples/rsa/semantic_parsing.py	18	29	20
pyro/__init__.py	examples/baseball.py	18	176	46
pyro/__init__.py	examples/contrib/autoname/mixture.py	18	176	22
pyro/__init__.py	examples/contrib/autoname/tree_data.py	18	176	21
pyro/__init__.py	examples/contrib/gp/sv-dkl.py	18	176	34
pyro/__init__.py	examples/eight_schools/mcmc.py	18	176	29
pyro/__init__.py	examples/eight_schools/svi.py	18	176	22
pyro/__init__.py	examples/minipyro.py	18	176	26
pyro/__init__.py	examples/rsa/generics.py	18	176	19
pyro/__init__.py	examples/rsa/hyperbole.py	18	176	19
pyro/__init__.py	examples/rsa/schelling.py	18	176	19
pyro/__init__.py	examples/rsa/schelling_false.py	18	176	19
pyro/__init__.py	examples/rsa/semantic_parsing.py	18	176	20
tutorial/source/jit.ipynb	tutorial/source/ekf.ipynb	18	23	23
tutorial/source/svi_part_i.ipynb	examples/contrib/gp/sv-dkl.py	18	39	34
tutorial/source/tensor_shapes.ipynb	examples/contrib/autoname/scoping_mixture.py	18	39	22
tutorial/source/tensor_shapes.ipynb	examples/hmm.py	18	39	45
tutorial/source/tensor_shapes.ipynb	examples/sparse_gamma_def.py	18	39	28
tutorial/source/tensor_shapes.ipynb	pyro/__init__.py	18	39	176
tutorial/source/tensor_shapes.ipynb	tutorial/source/ekf.ipynb	18	39	23
tutorial/source/vae.ipynb	examples/inclined_plane.py	18	49	35
tutorial/source/vae.ipynb	tutorial/source/enumeration.ipynb	18	49	27
examples/dmm/dmm.py	examples/contrib/autoname/tree_data.py	17	56	21
examples/eight_schools/mcmc.py	examples/dmm/dmm.py	17	29	56
examples/lkj.py	examples/contrib/autoname/mixture.py	17	20	22
examples/lkj.py	examples/contrib/autoname/tree_data.py	17	20	21
examples/lkj.py	examples/lda.py	17	20	25
examples/minipyro.py	examples/dmm/dmm.py	17	26	56
examples/rsa/generics.py	examples/air/main.py	17	19	37
examples/rsa/generics.py	examples/baseball.py	17	19	46
examples/rsa/generics.py	examples/contrib/autoname/mixture.py	17	19	22
examples/rsa/generics.py	examples/contrib/autoname/scoping_mixture.py	17	19	22
examples/rsa/generics.py	examples/contrib/autoname/tree_data.py	17	19	21
examples/rsa/generics.py	examples/contrib/gp/sv-dkl.py	17	19	34
examples/rsa/generics.py	examples/dmm/dmm.py	17	19	56
examples/rsa/generics.py	examples/eight_schools/mcmc.py	17	19	29
examples/rsa/generics.py	examples/eight_schools/svi.py	17	19	22
examples/rsa/generics.py	examples/hmm.py	17	19	45
examples/rsa/generics.py	examples/inclined_plane.py	17	19	35
examples/rsa/generics.py	examples/lda.py	17	19	25
examples/rsa/generics.py	examples/minipyro.py	17	19	26
examples/rsa/hyperbole.py	examples/air/main.py	17	19	37
examples/rsa/hyperbole.py	examples/baseball.py	17	19	46
examples/rsa/hyperbole.py	examples/contrib/autoname/mixture.py	17	19	22
examples/rsa/hyperbole.py	examples/contrib/autoname/scoping_mixture.py	17	19	22
examples/rsa/hyperbole.py	examples/contrib/autoname/tree_data.py	17	19	21
examples/rsa/hyperbole.py	examples/contrib/gp/sv-dkl.py	17	19	34
examples/rsa/hyperbole.py	examples/dmm/dmm.py	17	19	56
examples/rsa/hyperbole.py	examples/eight_schools/mcmc.py	17	19	29
examples/rsa/hyperbole.py	examples/eight_schools/svi.py	17	19	22
examples/rsa/hyperbole.py	examples/hmm.py	17	19	45
examples/rsa/hyperbole.py	examples/inclined_plane.py	17	19	35
examples/rsa/hyperbole.py	examples/lda.py	17	19	25
examples/rsa/hyperbole.py	examples/minipyro.py	17	19	26
examples/rsa/schelling.py	examples/dmm/dmm.py	17	19	56
examples/rsa/schelling_false.py	examples/dmm/dmm.py	17	19	56
examples/rsa/semantic_parsing.py	examples/air/main.py	17	20	37
examples/rsa/semantic_parsing.py	examples/baseball.py	17	20	46
examples/rsa/semantic_parsing.py	examples/contrib/autoname/mixture.py	17	20	22
examples/rsa/semantic_parsing.py	examples/contrib/autoname/scoping_mixture.py	17	20	22
examples/rsa/semantic_parsing.py	examples/contrib/autoname/tree_data.py	17	20	21
examples/rsa/semantic_parsing.py	examples/eight_schools/mcmc.py	17	20	29
examples/rsa/semantic_parsing.py	examples/eight_schools/svi.py	17	20	22
examples/rsa/semantic_parsing.py	examples/inclined_plane.py	17	20	35
examples/rsa/semantic_parsing.py	examples/lda.py	17	20	25
examples/rsa/semantic_parsing.py	examples/minipyro.py	17	20	26
examples/sparse_gamma_def.py	examples/lkj.py	17	28	20
examples/sparse_gamma_def.py	examples/rsa/generics.py	17	28	19
examples/sparse_gamma_def.py	examples/rsa/hyperbole.py	17	28	19
examples/vae/ss_vae_M2.py	examples/contrib/autoname/tree_data.py	17	34	21
examples/vae/ss_vae_M2.py	examples/eight_schools/mcmc.py	17	34	29
examples/vae/ss_vae_M2.py	examples/minipyro.py	17	34	26
examples/vae/ss_vae_M2.py	examples/rsa/generics.py	17	34	19
examples/vae/ss_vae_M2.py	examples/rsa/hyperbole.py	17	34	19
examples/vae/ss_vae_M2.py	examples/rsa/schelling.py	17	34	19
examples/vae/ss_vae_M2.py	examples/rsa/schelling_false.py	17	34	19
examples/vae/vae.py	examples/contrib/autoname/tree_data.py	17	29	21
examples/vae/vae.py	examples/eight_schools/mcmc.py	17	29	29
examples/vae/vae.py	examples/inclined_plane.py	17	29	35
examples/vae/vae.py	examples/minipyro.py	17	29	26
examples/vae/vae.py	examples/rsa/generics.py	17	29	19
examples/vae/vae.py	examples/rsa/hyperbole.py	17	29	19
examples/vae/vae.py	examples/rsa/schelling.py	17	29	19
examples/vae/vae.py	examples/rsa/schelling_false.py	17	29	19
examples/vae/vae_comparison.py	examples/contrib/autoname/tree_data.py	17	29	21
examples/vae/vae_comparison.py	examples/eight_schools/mcmc.py	17	29	29
examples/vae/vae_comparison.py	examples/minipyro.py	17	29	26
examples/vae/vae_comparison.py	examples/rsa/generics.py	17	29	19
examples/vae/vae_comparison.py	examples/rsa/hyperbole.py	17	29	19
examples/vae/vae_comparison.py	examples/rsa/schelling.py	17	29	19
examples/vae/vae_comparison.py	examples/rsa/schelling_false.py	17	29	19
pyro/distributions/torch_distribution.py	pyro/distributions/torch.py	17	39	40
pyro/distributions/util.py	pyro/distributions/__init__.py	17	62	114
tutorial/source/ekf.ipynb	examples/hmm.py	17	23	45
tutorial/source/ekf.ipynb	examples/sparse_gamma_def.py	17	23	28
tutorial/source/enumeration.ipynb	examples/contrib/autoname/scoping_mixture.py	17	27	22
tutorial/source/enumeration.ipynb	examples/hmm.py	17	27	45
tutorial/source/enumeration.ipynb	examples/sparse_gamma_def.py	17	27	28
tutorial/source/svi_part_i.ipynb	examples/baseball.py	17	39	46
tutorial/source/svi_part_i.ipynb	examples/contrib/autoname/mixture.py	17	39	22
tutorial/source/svi_part_i.ipynb	examples/contrib/autoname/scoping_mixture.py	17	39	22
tutorial/source/svi_part_i.ipynb	examples/contrib/autoname/tree_data.py	17	39	21
tutorial/source/svi_part_i.ipynb	examples/dmm/dmm.py	17	39	56
tutorial/source/svi_part_i.ipynb	examples/eight_schools/mcmc.py	17	39	29
tutorial/source/svi_part_i.ipynb	examples/eight_schools/svi.py	17	39	22
tutorial/source/svi_part_i.ipynb	examples/hmm.py	17	39	45
tutorial/source/svi_part_i.ipynb	examples/lda.py	17	39	25
tutorial/source/svi_part_i.ipynb	examples/minipyro.py	17	39	26
tutorial/source/svi_part_i.ipynb	examples/rsa/schelling.py	17	39	19
tutorial/source/svi_part_i.ipynb	examples/rsa/schelling_false.py	17	39	19
tutorial/source/svi_part_i.ipynb	examples/sparse_gamma_def.py	17	39	28
tutorial/source/svi_part_i.ipynb	tutorial/source/ekf.ipynb	17	39	23
tutorial/source/svi_part_i.ipynb	tutorial/source/enumeration.ipynb	17	39	27
tutorial/source/tensor_shapes.ipynb	examples/baseball.py	17	39	46
tutorial/source/tensor_shapes.ipynb	examples/lda.py	17	39	25
tutorial/source/vae.ipynb	examples/air/main.py	17	49	37
tutorial/source/vae.ipynb	examples/baseball.py	17	49	46
tutorial/source/vae.ipynb	examples/contrib/autoname/scoping_mixture.py	17	49	22
tutorial/source/vae.ipynb	examples/contrib/gp/sv-dkl.py	17	49	34
tutorial/source/vae.ipynb	examples/lda.py	17	49	25
tutorial/source/vae.ipynb	examples/rsa/semantic_parsing.py	17	49	20
tutorial/source/vae.ipynb	tutorial/source/ekf.ipynb	17	49	23
tutorial/source/vae.ipynb	tutorial/source/jit.ipynb	17	49	23
examples/lkj.py	examples/air/main.py	16	20	37
examples/lkj.py	examples/contrib/autoname/scoping_mixture.py	16	20	22
examples/lkj.py	examples/contrib/gp/sv-dkl.py	16	20	34
examples/lkj.py	examples/eight_schools/svi.py	16	20	22
examples/lkj.py	examples/inclined_plane.py	16	20	35
examples/minipyro.py	examples/lkj.py	16	26	20
examples/rsa/schelling.py	examples/lkj.py	16	19	20
examples/rsa/schelling_false.py	examples/lkj.py	16	19	20
examples/vae/ss_vae_M2.py	examples/lkj.py	16	34	20
examples/vae/vae.py	examples/lkj.py	16	29	20
pyro/__init__.py	examples/lkj.py	16	176	20
pyro/contrib/epidemiology/compartmental.py	examples/contrib/epidemiology/sir.py	16	33	21
pyro/contrib/gp/models/model.py	pyro/contrib/gp/models/gpr.py	16	24	27
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/models/model.py	16	32	24
pyro/infer/importance.py	pyro/infer/abstract_infer.py	16	33	64
pyro/infer/tracegraph_elbo.py	pyro/infer/elbo.py	16	70	27
tutorial/source/ekf.ipynb	examples/air/main.py	16	23	37
tutorial/source/ekf.ipynb	examples/baseball.py	16	23	46
tutorial/source/ekf.ipynb	examples/contrib/autoname/mixture.py	16	23	22
tutorial/source/ekf.ipynb	examples/contrib/autoname/scoping_mixture.py	16	23	22
tutorial/source/ekf.ipynb	examples/contrib/autoname/tree_data.py	16	23	21
tutorial/source/ekf.ipynb	examples/contrib/gp/sv-dkl.py	16	23	34
tutorial/source/ekf.ipynb	examples/dmm/dmm.py	16	23	56
tutorial/source/ekf.ipynb	examples/eight_schools/mcmc.py	16	23	29
tutorial/source/ekf.ipynb	examples/eight_schools/svi.py	16	23	22
tutorial/source/ekf.ipynb	examples/inclined_plane.py	16	23	35
tutorial/source/ekf.ipynb	examples/lda.py	16	23	25
tutorial/source/ekf.ipynb	examples/minipyro.py	16	23	26
tutorial/source/ekf.ipynb	examples/rsa/generics.py	16	23	19
tutorial/source/ekf.ipynb	examples/rsa/hyperbole.py	16	23	19
tutorial/source/ekf.ipynb	examples/rsa/schelling.py	16	23	19
tutorial/source/ekf.ipynb	examples/rsa/schelling_false.py	16	23	19
tutorial/source/ekf.ipynb	examples/rsa/semantic_parsing.py	16	23	20
tutorial/source/ekf.ipynb	examples/vae/ss_vae_M2.py	16	23	34
tutorial/source/ekf.ipynb	examples/vae/vae.py	16	23	29
tutorial/source/ekf.ipynb	examples/vae/vae_comparison.py	16	23	29
tutorial/source/ekf.ipynb	pyro/__init__.py	16	23	176
tutorial/source/enumeration.ipynb	examples/air/main.py	16	27	37
tutorial/source/enumeration.ipynb	examples/baseball.py	16	27	46
tutorial/source/enumeration.ipynb	examples/contrib/autoname/mixture.py	16	27	22
tutorial/source/enumeration.ipynb	examples/contrib/autoname/tree_data.py	16	27	21
tutorial/source/enumeration.ipynb	examples/contrib/gp/sv-dkl.py	16	27	34
tutorial/source/enumeration.ipynb	examples/dmm/dmm.py	16	27	56
tutorial/source/enumeration.ipynb	examples/eight_schools/mcmc.py	16	27	29
tutorial/source/enumeration.ipynb	examples/eight_schools/svi.py	16	27	22
tutorial/source/enumeration.ipynb	examples/inclined_plane.py	16	27	35
tutorial/source/enumeration.ipynb	examples/lda.py	16	27	25
tutorial/source/enumeration.ipynb	examples/minipyro.py	16	27	26
tutorial/source/enumeration.ipynb	examples/rsa/generics.py	16	27	19
tutorial/source/enumeration.ipynb	examples/rsa/hyperbole.py	16	27	19
tutorial/source/enumeration.ipynb	examples/rsa/schelling.py	16	27	19
tutorial/source/enumeration.ipynb	examples/rsa/schelling_false.py	16	27	19
tutorial/source/enumeration.ipynb	examples/rsa/semantic_parsing.py	16	27	20
tutorial/source/enumeration.ipynb	examples/vae/ss_vae_M2.py	16	27	34
tutorial/source/enumeration.ipynb	examples/vae/vae.py	16	27	29
tutorial/source/enumeration.ipynb	examples/vae/vae_comparison.py	16	27	29
tutorial/source/enumeration.ipynb	pyro/__init__.py	16	27	176
tutorial/source/jit.ipynb	examples/hmm.py	16	23	45
tutorial/source/jit.ipynb	examples/sparse_gamma_def.py	16	23	28
tutorial/source/svi_part_i.ipynb	examples/rsa/generics.py	16	39	19
tutorial/source/svi_part_i.ipynb	examples/rsa/hyperbole.py	16	39	19
tutorial/source/svi_part_i.ipynb	examples/rsa/semantic_parsing.py	16	39	20
tutorial/source/svi_part_i.ipynb	examples/vae/ss_vae_M2.py	16	39	34
tutorial/source/svi_part_i.ipynb	examples/vae/vae.py	16	39	29
tutorial/source/svi_part_i.ipynb	examples/vae/vae_comparison.py	16	39	29
tutorial/source/svi_part_i.ipynb	tutorial/source/jit.ipynb	16	39	23
tutorial/source/tensor_shapes.ipynb	examples/air/main.py	16	39	37
tutorial/source/tensor_shapes.ipynb	examples/contrib/autoname/mixture.py	16	39	22
tutorial/source/tensor_shapes.ipynb	examples/contrib/autoname/tree_data.py	16	39	21
tutorial/source/tensor_shapes.ipynb	examples/contrib/gp/sv-dkl.py	16	39	34
tutorial/source/tensor_shapes.ipynb	examples/eight_schools/mcmc.py	16	39	29
tutorial/source/tensor_shapes.ipynb	examples/eight_schools/svi.py	16	39	22
tutorial/source/tensor_shapes.ipynb	examples/inclined_plane.py	16	39	35
tutorial/source/tensor_shapes.ipynb	examples/minipyro.py	16	39	26
tutorial/source/tensor_shapes.ipynb	examples/rsa/generics.py	16	39	19
tutorial/source/tensor_shapes.ipynb	examples/rsa/hyperbole.py	16	39	19
tutorial/source/tensor_shapes.ipynb	examples/rsa/schelling.py	16	39	19
tutorial/source/tensor_shapes.ipynb	examples/rsa/schelling_false.py	16	39	19
tutorial/source/tensor_shapes.ipynb	examples/rsa/semantic_parsing.py	16	39	20
tutorial/source/tensor_shapes.ipynb	tutorial/source/jit.ipynb	16	39	23
tutorial/source/vae.ipynb	tutorial/source/ss-vae.ipynb	16	49	26
tutorial/source/vae.ipynb	examples/contrib/autoname/mixture.py	16	49	22
tutorial/source/vae.ipynb	examples/contrib/autoname/tree_data.py	16	49	21
tutorial/source/vae.ipynb	examples/eight_schools/mcmc.py	16	49	29
tutorial/source/vae.ipynb	examples/eight_schools/svi.py	16	49	22
tutorial/source/vae.ipynb	examples/minipyro.py	16	49	26
tutorial/source/vae.ipynb	examples/rsa/generics.py	16	49	19
tutorial/source/vae.ipynb	examples/rsa/hyperbole.py	16	49	19
tutorial/source/vae.ipynb	examples/rsa/schelling.py	16	49	19
tutorial/source/vae.ipynb	examples/rsa/schelling_false.py	16	49	19
examples/lkj.py	examples/dmm/dmm.py	15	20	56
examples/rsa/generics.py	examples/lkj.py	15	19	20
examples/rsa/hyperbole.py	examples/lkj.py	15	19	20
examples/rsa/semantic_parsing.py	examples/lkj.py	15	20	20
examples/vae/vae_comparison.py	examples/lkj.py	15	29	20
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/gp/likelihoods/binary.py	15	15	17
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/likelihoods/gaussian.py	15	32	18
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/models/model.py	15	21	24
pyro/infer/trace_elbo.py	pyro/infer/elbo.py	15	59	27
pyro/params/param_store.py	pyro/__init__.py	15	38	176
pyro/util.py	pyro/distributions/distribution.py	15	141	44
tutorial/source/jit.ipynb	examples/air/main.py	15	23	37
tutorial/source/jit.ipynb	examples/baseball.py	15	23	46
tutorial/source/jit.ipynb	examples/contrib/autoname/mixture.py	15	23	22
tutorial/source/jit.ipynb	examples/contrib/autoname/scoping_mixture.py	15	23	22
tutorial/source/jit.ipynb	examples/contrib/autoname/tree_data.py	15	23	21
tutorial/source/jit.ipynb	examples/contrib/gp/sv-dkl.py	15	23	34
tutorial/source/jit.ipynb	examples/dmm/dmm.py	15	23	56
tutorial/source/jit.ipynb	examples/eight_schools/mcmc.py	15	23	29
tutorial/source/jit.ipynb	examples/eight_schools/svi.py	15	23	22
tutorial/source/jit.ipynb	examples/inclined_plane.py	15	23	35
tutorial/source/jit.ipynb	examples/lda.py	15	23	25
tutorial/source/jit.ipynb	examples/minipyro.py	15	23	26
tutorial/source/jit.ipynb	examples/rsa/generics.py	15	23	19
tutorial/source/jit.ipynb	examples/rsa/hyperbole.py	15	23	19
tutorial/source/jit.ipynb	examples/rsa/schelling.py	15	23	19
tutorial/source/jit.ipynb	examples/rsa/schelling_false.py	15	23	19
tutorial/source/jit.ipynb	examples/rsa/semantic_parsing.py	15	23	20
tutorial/source/jit.ipynb	examples/vae/ss_vae_M2.py	15	23	34
tutorial/source/jit.ipynb	examples/vae/vae.py	15	23	29
tutorial/source/jit.ipynb	examples/vae/vae_comparison.py	15	23	29
tutorial/source/jit.ipynb	pyro/__init__.py	15	23	176
tutorial/source/svi_part_i.ipynb	examples/lkj.py	15	39	20
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/kernels/kernel.py	14	32	22
pyro/distributions/distribution.py	pyro/distributions/delta.py	14	44	44
pyro/distributions/util.py	pyro/distributions/delta.py	14	62	44
pyro/infer/abstract_infer.py	pyro/__init__.py	14	64	176
pyro/infer/abstract_infer.py	pyro/distributions/distribution.py	14	64	44
pyro/infer/mcmc/util.py	pyro/infer/mcmc/hmc.py	14	35	77
pyro/params/param_store.py	pyro/optim/optim.py	14	38	24
pyro/util.py	pyro/distributions/delta.py	14	141	44
pyro/util.py	pyro/infer/traceenum_elbo.py	14	141	64
tutorial/source/ekf.ipynb	examples/lkj.py	14	23	20
tutorial/source/ekf.ipynb	tutorial/source/easyguide.ipynb	14	23	15
tutorial/source/enumeration.ipynb	examples/lkj.py	14	27	20
tutorial/source/enumeration.ipynb	tutorial/source/easyguide.ipynb	14	27	15
tutorial/source/jit.ipynb	examples/lkj.py	14	23	20
tutorial/source/jit.ipynb	tutorial/source/easyguide.ipynb	14	23	15
tutorial/source/tensor_shapes.ipynb	examples/lkj.py	14	39	20
tutorial/source/vae.ipynb	examples/lkj.py	14	49	20
examples/dmm/dmm.py	examples/air/air.py	13	56	36
examples/sparse_regression.py	examples/hmm.py	13	18	45
examples/sparse_regression.py	examples/sparse_gamma_def.py	13	18	28
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/gp/likelihoods/binary.py	13	18	17
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/gp/likelihoods/gaussian.py	13	15	18
pyro/contrib/gp/models/gpr.py	pyro/contrib/gp/kernels/kernel.py	13	27	22
pyro/contrib/gp/models/gpr.py	pyro/contrib/gp/likelihoods/gaussian.py	13	27	18
pyro/contrib/gp/models/model.py	pyro/contrib/gp/kernels/kernel.py	13	24	22
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/likelihoods/gaussian.py	13	21	18
pyro/contrib/gp/util.py	pyro/contrib/gp/models/sgpr.py	13	19	32
pyro/distributions/__init__.py	pyro/__init__.py	13	114	176
pyro/distributions/transforms/radial.py	pyro/distributions/transforms/planar.py	13	15	16
pyro/infer/trace_elbo.py	pyro/__init__.py	13	59	176
pyro/infer/trace_elbo.py	pyro/infer/enum.py	13	59	32
pyro/infer/traceenum_elbo.py	pyro/infer/enum.py	13	64	32
pyro/infer/tracegraph_elbo.py	pyro/infer/enum.py	13	70	32
pyro/infer/util.py	pyro/infer/trace_elbo.py	13	49	59
pyro/primitives.py	pyro/__init__.py	13	35	176
tutorial/source/easyguide.ipynb	examples/hmm.py	13	15	45
tutorial/source/easyguide.ipynb	examples/sparse_gamma_def.py	13	15	28
tutorial/source/svi_part_i.ipynb	tutorial/source/easyguide.ipynb	13	39	15
tutorial/source/tensor_shapes.ipynb	tutorial/source/easyguide.ipynb	13	39	15
tutorial/source/vae.ipynb	tutorial/source/easyguide.ipynb	13	49	15
examples/air/main.py	examples/air/air.py	12	37	36
examples/sparse_regression.py	examples/air/main.py	12	18	37
examples/sparse_regression.py	examples/baseball.py	12	18	46
examples/sparse_regression.py	examples/contrib/autoname/mixture.py	12	18	22
examples/sparse_regression.py	examples/contrib/autoname/scoping_mixture.py	12	18	22
examples/sparse_regression.py	examples/contrib/autoname/tree_data.py	12	18	21
examples/sparse_regression.py	examples/contrib/gp/sv-dkl.py	12	18	34
examples/sparse_regression.py	examples/dmm/dmm.py	12	18	56
examples/sparse_regression.py	examples/eight_schools/mcmc.py	12	18	29
examples/sparse_regression.py	examples/eight_schools/svi.py	12	18	22
examples/sparse_regression.py	examples/inclined_plane.py	12	18	35
examples/sparse_regression.py	examples/lda.py	12	18	25
examples/sparse_regression.py	examples/lkj.py	12	18	20
examples/sparse_regression.py	examples/minipyro.py	12	18	26
examples/sparse_regression.py	examples/rsa/generics.py	12	18	19
examples/sparse_regression.py	examples/rsa/hyperbole.py	12	18	19
examples/sparse_regression.py	examples/rsa/schelling.py	12	18	19
examples/sparse_regression.py	examples/rsa/schelling_false.py	12	18	19
examples/sparse_regression.py	examples/rsa/semantic_parsing.py	12	18	20
examples/vae/ss_vae_M2.py	examples/sparse_regression.py	12	34	18
examples/vae/vae.py	examples/sparse_regression.py	12	29	18
examples/vae/vae_comparison.py	examples/sparse_regression.py	12	29	18
pyro/__init__.py	examples/sparse_regression.py	12	176	18
pyro/contrib/gp/kernels/static.py	pyro/contrib/gp/kernels/brownian.py	12	13	12
pyro/contrib/gp/kernels/static.py	pyro/contrib/gp/kernels/dot_product.py	12	13	13
pyro/distributions/delta.py	pyro/distributions/__init__.py	12	44	114
pyro/distributions/distribution.py	pyro/__init__.py	12	44	176
pyro/distributions/torch.py	pyro/distributions/__init__.py	12	40	114
pyro/distributions/torch_distribution.py	pyro/distributions/distribution.py	12	39	44
pyro/distributions/util.py	pyro/distributions/torch_distribution.py	12	62	39
pyro/infer/abstract_infer.py	pyro/distributions/delta.py	12	64	44
pyro/infer/abstract_infer.py	pyro/distributions/util.py	12	64	62
pyro/infer/abstract_infer.py	pyro/infer/__init__.py	12	64	44
pyro/infer/mcmc/hmc.py	pyro/distributions/util.py	12	77	62
pyro/infer/mcmc/hmc.py	pyro/infer/abstract_infer.py	12	77	64
pyro/infer/mcmc/hmc.py	examples/baseball.py	12	77	46
pyro/optim/optim.py	pyro/__init__.py	12	24	176
pyro/util.py	examples/dmm/dmm.py	12	141	56
pyro/util.py	pyro/distributions/util.py	12	141	62
pyro/util.py	pyro/infer/mcmc/hmc.py	12	141	77
setup.py	examples/baseball.py	12	104	46
setup.py	pyro/__init__.py	12	104	176
tutorial/source/easyguide.ipynb	examples/air/main.py	12	15	37
tutorial/source/easyguide.ipynb	examples/baseball.py	12	15	46
tutorial/source/easyguide.ipynb	examples/contrib/autoname/mixture.py	12	15	22
tutorial/source/easyguide.ipynb	examples/contrib/autoname/scoping_mixture.py	12	15	22
tutorial/source/easyguide.ipynb	examples/contrib/autoname/tree_data.py	12	15	21
tutorial/source/easyguide.ipynb	examples/contrib/gp/sv-dkl.py	12	15	34
tutorial/source/easyguide.ipynb	examples/dmm/dmm.py	12	15	56
tutorial/source/easyguide.ipynb	examples/eight_schools/mcmc.py	12	15	29
tutorial/source/easyguide.ipynb	examples/eight_schools/svi.py	12	15	22
tutorial/source/easyguide.ipynb	examples/inclined_plane.py	12	15	35
tutorial/source/easyguide.ipynb	examples/lda.py	12	15	25
tutorial/source/easyguide.ipynb	examples/lkj.py	12	15	20
tutorial/source/easyguide.ipynb	examples/minipyro.py	12	15	26
tutorial/source/easyguide.ipynb	examples/rsa/generics.py	12	15	19
tutorial/source/easyguide.ipynb	examples/rsa/hyperbole.py	12	15	19
tutorial/source/easyguide.ipynb	examples/rsa/schelling.py	12	15	19
tutorial/source/easyguide.ipynb	examples/rsa/schelling_false.py	12	15	19
tutorial/source/easyguide.ipynb	examples/rsa/semantic_parsing.py	12	15	20
tutorial/source/easyguide.ipynb	examples/sparse_regression.py	12	15	18
tutorial/source/easyguide.ipynb	examples/vae/ss_vae_M2.py	12	15	34
tutorial/source/easyguide.ipynb	examples/vae/vae.py	12	15	29
tutorial/source/easyguide.ipynb	examples/vae/vae_comparison.py	12	15	29
tutorial/source/easyguide.ipynb	pyro/__init__.py	12	15	176
tutorial/source/ekf.ipynb	examples/sparse_regression.py	12	23	18
tutorial/source/enumeration.ipynb	examples/sparse_regression.py	12	27	18
tutorial/source/jit.ipynb	examples/sparse_regression.py	12	23	18
tutorial/source/svi_part_ii.ipynb	tutorial/source/svi_part_i.ipynb	12	19	39
pyro/__init__.py	examples/air/air.py	11	176	36
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/gp/kernels/brownian.py	11	13	12
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/gp/kernels/brownian.py	11	14	12
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/gp/kernels/dot_product.py	11	14	13
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/gp/kernels/brownian.py	11	12	12
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/gp/kernels/dot_product.py	11	12	13
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/gp/kernels/isotropic.py	11	12	14
pyro/contrib/gp/kernels/static.py	pyro/contrib/gp/kernels/isotropic.py	11	13	14
pyro/contrib/gp/kernels/static.py	pyro/contrib/gp/kernels/kernel.py	11	13	22
pyro/contrib/gp/kernels/static.py	pyro/contrib/gp/kernels/periodic.py	11	13	12
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/gp/likelihoods/binary.py	11	11	17
pyro/contrib/gp/models/gpr.py	pyro/contrib/gp/kernels/brownian.py	11	27	12
pyro/contrib/gp/models/gpr.py	pyro/contrib/gp/kernels/static.py	11	27	13
pyro/contrib/gp/models/gpr.py	pyro/contrib/gp/likelihoods/binary.py	11	27	17
pyro/contrib/gp/models/gpr.py	pyro/contrib/gp/likelihoods/multi_class.py	11	27	15
pyro/contrib/gp/models/model.py	pyro/contrib/gp/likelihoods/gaussian.py	11	24	18
pyro/contrib/gp/models/model.py	pyro/contrib/gp/likelihoods/likelihood.py	11	24	12
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/likelihoods/binary.py	11	32	17
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/likelihoods/likelihood.py	11	32	12
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/likelihoods/multi_class.py	11	32	15
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/kernels/brownian.py	11	21	12
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/kernels/static.py	11	21	13
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/likelihoods/binary.py	11	21	17
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/likelihoods/multi_class.py	11	21	15
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/models/gpr.py	11	11	27
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/models/vgp.py	11	11	21
pyro/contrib/gp/util.py	pyro/contrib/gp/models/model.py	11	19	24
pyro/distributions/transforms/radial.py	pyro/distributions/transforms/__init__.py	11	15	30
pyro/distributions/transforms/sylvester.py	pyro/distributions/transforms/radial.py	11	12	15
pyro/infer/mcmc/nuts.py	pyro/distributions/util.py	11	59	62
pyro/infer/mcmc/nuts.py	pyro/infer/abstract_infer.py	11	59	64
pyro/infer/mcmc/util.py	pyro/infer/mcmc/nuts.py	11	35	59
pyro/infer/traceenum_elbo.py	pyro/distributions/util.py	11	64	62
pyro/infer/traceenum_elbo.py	pyro/infer/elbo.py	11	64	27
pyro/infer/tracegraph_elbo.py	pyro/distributions/util.py	11	70	62
pyro/infer/util.py	pyro/distributions/util.py	11	49	62
pyro/ops/contract.py	pyro/infer/traceenum_elbo.py	11	21	64
pyro/poutine/handlers.py	pyro/poutine/__init__.py	11	30	64
pyro/util.py	pyro/infer/importance.py	11	141	33
pyro/util.py	pyro/distributions/__init__.py	11	141	114
pyro/util.py	pyro/infer/__init__.py	11	141	44
tutorial/source/svi_part_i.ipynb	examples/sparse_regression.py	11	39	18
tutorial/source/svi_part_i.ipynb	tutorial/source/ss-vae.ipynb	11	39	26
tutorial/source/tensor_shapes.ipynb	examples/sparse_regression.py	11	39	18
tutorial/source/vae.ipynb	examples/sparse_regression.py	11	49	18
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/gp/kernels/brownian.py	10	22	12
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/gp/kernels/dot_product.py	10	22	13
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/gp/kernels/kernel.py	10	12	22
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/gp/kernels/dot_product.py	10	18	13
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/gp/kernels/static.py	10	18	13
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/gp/likelihoods/multi_class.py	10	11	15
pyro/contrib/gp/models/gpr.py	pyro/contrib/gp/kernels/dot_product.py	10	27	13
pyro/contrib/gp/models/gpr.py	pyro/contrib/gp/kernels/isotropic.py	10	27	14
pyro/contrib/gp/models/gpr.py	pyro/contrib/gp/kernels/periodic.py	10	27	12
pyro/contrib/gp/models/gpr.py	pyro/contrib/gp/likelihoods/likelihood.py	10	27	12
pyro/contrib/gp/models/model.py	pyro/contrib/gp/kernels/dot_product.py	10	24	13
pyro/contrib/gp/models/model.py	pyro/contrib/gp/kernels/static.py	10	24	13
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/kernels/dot_product.py	10	32	13
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/kernels/periodic.py	10	32	12
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/kernels/static.py	10	32	13
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/kernels/dot_product.py	10	21	13
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/kernels/isotropic.py	10	21	14
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/kernels/kernel.py	10	21	22
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/kernels/periodic.py	10	21	12
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/likelihoods/likelihood.py	10	21	12
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/models/sgpr.py	10	11	32
pyro/contrib/gp/util.py	pyro/contrib/gp/models/gpr.py	10	19	27
pyro/contrib/gp/util.py	pyro/contrib/gp/models/vgp.py	10	19	21
pyro/distributions/delta.py	pyro/__init__.py	10	44	176
pyro/distributions/hmm.py	pyro/distributions/__init__.py	10	30	114
pyro/distributions/transforms/planar.py	pyro/distributions/transforms/__init__.py	10	16	30
pyro/distributions/transforms/planar.py	pyro/distributions/transforms/householder.py	10	16	11
pyro/distributions/transforms/planar.py	pyro/distributions/transforms/permute.py	10	16	13
pyro/distributions/transforms/radial.py	pyro/distributions/transforms/block_autoregressive.py	10	15	12
pyro/distributions/transforms/radial.py	pyro/distributions/transforms/householder.py	10	15	11
pyro/distributions/transforms/sylvester.py	pyro/distributions/transforms/block_autoregressive.py	10	12	12
pyro/distributions/transforms/sylvester.py	pyro/distributions/transforms/householder.py	10	12	11
pyro/distributions/transforms/sylvester.py	pyro/distributions/transforms/planar.py	10	12	16
pyro/distributions/util.py	pyro/distributions/testing/rejection_gamma.py	10	62	19
pyro/distributions/util.py	pyro/__init__.py	10	62	176
pyro/infer/abstract_infer.py	pyro/distributions/__init__.py	10	64	114
pyro/infer/mcmc/hmc.py	pyro/infer/mcmc/adaptation.py	10	77	11
pyro/infer/mcmc/util.py	pyro/infer/mcmc/api.py	10	35	24
pyro/infer/svi.py	pyro/infer/elbo.py	10	28	27
pyro/infer/trace_elbo.py	pyro/distributions/util.py	10	59	62
pyro/infer/trace_elbo.py	pyro/infer/__init__.py	10	59	44
pyro/infer/tracegraph_elbo.py	pyro/infer/__init__.py	10	70	44
pyro/infer/tracegraph_elbo.py	pyro/infer/abstract_infer.py	10	70	64
pyro/infer/util.py	pyro/infer/mcmc/hmc.py	10	49	77
pyro/poutine/trace_struct.py	pyro/poutine/handlers.py	10	22	30
pyro/primitives.py	pyro/poutine/__init__.py	10	35	64
pyro/util.py	examples/air/air.py	10	141	36
pyro/util.py	pyro/distributions/testing/rejection_gamma.py	10	141	19
pyro/util.py	pyro/distributions/torch_distribution.py	10	141	39
pyro/util.py	pyro/infer/util.py	10	141	49
pyro/util.py	pyro/primitives.py	10	141	35
setup.py	examples/air/main.py	10	104	37
tutorial/source/vae.ipynb	tutorial/source/svi_part_ii.ipynb	10	49	19
examples/contrib/epidemiology/sir.py	examples/contrib/epidemiology/regional.py	9	21	10
pyro/contrib/epidemiology/compartmental.py	examples/contrib/epidemiology/regional.py	9	33	10
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/gp/kernels/isotropic.py	9	22	14
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/gp/__init__.py	9	22	14
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/gp/kernels/__init__.py	9	22	12
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/gp/kernels/brownian.py	9	18	12
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/gp/kernels/isotropic.py	9	18	14
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/gp/kernels/kernel.py	9	18	22
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/gp/kernels/periodic.py	9	18	12
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/gp/likelihoods/gaussian.py	9	12	18
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/gp/likelihoods/gaussian.py	9	11	18
pyro/contrib/gp/models/gpr.py	pyro/contrib/gp/models/gplvm.py	9	27	12
pyro/contrib/gp/models/model.py	pyro/contrib/gp/kernels/brownian.py	9	24	12
pyro/contrib/gp/models/model.py	pyro/contrib/gp/kernels/isotropic.py	9	24	14
pyro/contrib/gp/models/model.py	pyro/contrib/gp/kernels/periodic.py	9	24	12
pyro/contrib/gp/models/model.py	pyro/contrib/gp/likelihoods/binary.py	9	24	17
pyro/contrib/gp/models/model.py	pyro/contrib/gp/likelihoods/multi_class.py	9	24	15
pyro/contrib/gp/models/sgpr.py	examples/contrib/gp/sv-dkl.py	9	32	34
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/kernels/brownian.py	9	32	12
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/kernels/isotropic.py	9	32	14
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/models/gplvm.py	9	21	12
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/models/gplvm.py	9	11	12
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/rejector.py	9	19	10
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/delta.py	9	19	44
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/distribution.py	9	19	44
pyro/distributions/torch_distribution.py	pyro/distributions/delta.py	9	39	44
pyro/distributions/torch_distribution.py	pyro/distributions/testing/rejection_gamma.py	9	39	19
pyro/distributions/transforms/permute.py	pyro/distributions/transforms/__init__.py	9	13	30
pyro/distributions/transforms/permute.py	pyro/distributions/transforms/affine_coupling.py	9	13	13
pyro/distributions/transforms/permute.py	pyro/distributions/transforms/householder.py	9	13	11
pyro/distributions/transforms/planar.py	pyro/distributions/transforms/affine_coupling.py	9	16	13
pyro/distributions/transforms/planar.py	pyro/distributions/transforms/block_autoregressive.py	9	16	12
pyro/distributions/transforms/radial.py	pyro/distributions/transforms/affine_coupling.py	9	15	13
pyro/distributions/transforms/radial.py	pyro/distributions/transforms/permute.py	9	15	13
pyro/distributions/transforms/sylvester.py	pyro/distributions/transforms/permute.py	9	12	13
pyro/distributions/util.py	pyro/distributions/distribution.py	9	62	44
pyro/infer/__init__.py	pyro/__init__.py	9	44	176
pyro/infer/enum.py	pyro/infer/elbo.py	9	32	27
pyro/infer/mcmc/hmc.py	pyro/__init__.py	9	77	176
pyro/infer/mcmc/nuts.py	pyro/infer/mcmc/adaptation.py	9	59	11
pyro/infer/mcmc/nuts.py	examples/baseball.py	9	59	46
pyro/infer/mcmc/nuts.py	pyro/__init__.py	9	59	176
pyro/infer/trace_elbo.py	pyro/infer/svi.py	9	59	28
pyro/infer/traceenum_elbo.py	examples/hmm.py	9	64	45
pyro/infer/traceenum_elbo.py	pyro/infer/mcmc/util.py	9	64	35
pyro/infer/tracegraph_elbo.py	pyro/infer/mcmc/hmc.py	9	70	77
pyro/infer/tracegraph_elbo.py	pyro/infer/svi.py	9	70	28
pyro/ops/gaussian.py	pyro/distributions/hmm.py	9	12	30
pyro/ops/integrator.py	pyro/infer/mcmc/hmc.py	9	16	77
pyro/optim/optim.py	pyro/optim/__init__.py	9	24	17
pyro/params/param_store.py	pyro/infer/svi.py	9	38	28
pyro/params/param_store.py	pyro/infer/tracegraph_elbo.py	9	38	70
pyro/poutine/__init__.py	pyro/infer/trace_elbo.py	9	64	59
pyro/poutine/__init__.py	pyro/infer/tracegraph_elbo.py	9	64	70
pyro/poutine/handlers.py	pyro/poutine/block_messenger.py	9	30	12
pyro/poutine/trace_struct.py	pyro/infer/mcmc/hmc.py	9	22	77
pyro/poutine/util.py	pyro/poutine/__init__.py	9	13	64
pyro/util.py	pyro/poutine/trace_struct.py	9	141	22
pyro/util.py	examples/hmm.py	9	141	45
pyro/util.py	pyro/params/param_store.py	9	141	38
pyro/util.py	pyro/infer/enum.py	9	141	32
pyro/util.py	pyro/poutine/util.py	9	141	13
setup.py	pyro/util.py	9	104	141
setup.py	examples/hmm.py	9	104	45
setup.py	examples/vae/vae_comparison.py	9	104	29
setup.py	pyro/infer/tracegraph_elbo.py	9	104	70
tutorial/source/svi_part_ii.ipynb	tutorial/source/ss-vae.ipynb	9	19	26
examples/contrib/timeseries/gp_models.py	examples/air/main.py	8	10	37
examples/contrib/timeseries/gp_models.py	examples/baseball.py	8	10	46
examples/contrib/timeseries/gp_models.py	examples/contrib/autoname/mixture.py	8	10	22
examples/contrib/timeseries/gp_models.py	examples/contrib/autoname/scoping_mixture.py	8	10	22
examples/contrib/timeseries/gp_models.py	examples/contrib/autoname/tree_data.py	8	10	21
examples/contrib/timeseries/gp_models.py	examples/contrib/gp/sv-dkl.py	8	10	34
examples/dmm/dmm.py	examples/contrib/timeseries/gp_models.py	8	56	10
examples/dmm/polyphonic_data_loader.py	examples/dmm/dmm.py	8	16	56
examples/eight_schools/mcmc.py	examples/contrib/timeseries/gp_models.py	8	29	10
examples/eight_schools/svi.py	examples/contrib/timeseries/gp_models.py	8	22	10
examples/hmm.py	examples/contrib/timeseries/gp_models.py	8	45	10
examples/inclined_plane.py	examples/contrib/timeseries/gp_models.py	8	35	10
examples/lda.py	examples/contrib/timeseries/gp_models.py	8	25	10
examples/lkj.py	examples/contrib/timeseries/gp_models.py	8	20	10
examples/minipyro.py	examples/contrib/timeseries/gp_models.py	8	26	10
examples/rsa/generics.py	examples/contrib/timeseries/gp_models.py	8	19	10
examples/rsa/hyperbole.py	examples/contrib/timeseries/gp_models.py	8	19	10
examples/rsa/schelling.py	examples/contrib/timeseries/gp_models.py	8	19	10
examples/rsa/schelling_false.py	examples/contrib/timeseries/gp_models.py	8	19	10
examples/rsa/semantic_parsing.py	examples/contrib/timeseries/gp_models.py	8	20	10
examples/sparse_gamma_def.py	examples/contrib/timeseries/gp_models.py	8	28	10
examples/sparse_regression.py	examples/contrib/timeseries/gp_models.py	8	18	10
examples/vae/ss_vae_M2.py	examples/contrib/timeseries/gp_models.py	8	34	10
examples/vae/ss_vae_M2.py	examples/air/air.py	8	34	36
examples/vae/vae.py	examples/contrib/timeseries/gp_models.py	8	29	10
examples/vae/vae_comparison.py	examples/contrib/timeseries/gp_models.py	8	29	10
pyro/__init__.py	examples/contrib/timeseries/gp_models.py	8	176	10
pyro/contrib/epidemiology/__init__.py	examples/contrib/epidemiology/sir.py	8	13	21
pyro/contrib/epidemiology/compartmental.py	pyro/contrib/epidemiology/__init__.py	8	33	13
pyro/contrib/epidemiology/distributions.py	pyro/contrib/epidemiology/compartmental.py	8	9	33
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/gp/kernels/brownian.py	8	17	12
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/gp/kernels/dot_product.py	8	17	13
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/gp/kernels/isotropic.py	8	17	14
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/gp/kernels/periodic.py	8	17	12
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/gp/kernels/static.py	8	17	13
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/gp/kernels/kernel.py	8	12	22
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/gp/kernels/brownian.py	8	15	12
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/gp/kernels/dot_product.py	8	15	13
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/gp/kernels/isotropic.py	8	15	14
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/gp/kernels/periodic.py	8	15	12
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/gp/kernels/static.py	8	15	13
pyro/contrib/gp/models/__init__.py	pyro/contrib/gp/kernels/kernel.py	8	11	22
pyro/contrib/gp/models/gpr.py	pyro/contrib/gp/__init__.py	8	27	14
pyro/contrib/gp/models/gpr.py	pyro/contrib/gp/models/__init__.py	8	27	11
pyro/contrib/gp/models/model.py	pyro/contrib/gp/models/gplvm.py	8	24	12
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/models/gplvm.py	8	32	12
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/models/__init__.py	8	32	11
pyro/contrib/gp/util.py	pyro/contrib/gp/likelihoods/likelihood.py	8	19	12
pyro/contrib/minipyro.py	examples/minipyro.py	8	17	26
pyro/distributions/distribution.py	pyro/distributions/__init__.py	8	44	114
pyro/distributions/omt_mvn.py	pyro/distributions/delta.py	8	18	44
pyro/distributions/omt_mvn.py	pyro/distributions/__init__.py	8	18	114
pyro/distributions/testing/rejection_gamma.py	pyro/__init__.py	8	19	176
pyro/distributions/torch_distribution.py	pyro/distributions/__init__.py	8	39	114
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/transforms/__init__.py	8	13	30
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/transforms/affine_autoregressive.py	8	12	11
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/transforms/affine_coupling.py	8	12	13
pyro/distributions/transforms/householder.py	pyro/distributions/transforms/__init__.py	8	11	30
pyro/distributions/transforms/householder.py	pyro/distributions/transforms/affine_coupling.py	8	11	13
pyro/distributions/transforms/householder.py	pyro/distributions/transforms/block_autoregressive.py	8	11	12
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/transforms/__init__.py	8	10	30
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/transforms/block_autoregressive.py	8	10	12
pyro/distributions/transforms/permute.py	pyro/distributions/transforms/block_autoregressive.py	8	13	12
pyro/distributions/transforms/permute.py	pyro/distributions/transforms/neural_autoregressive.py	8	13	10
pyro/distributions/transforms/planar.py	pyro/distributions/transforms/affine_autoregressive.py	8	16	11
pyro/distributions/transforms/polynomial.py	pyro/distributions/transforms/block_autoregressive.py	8	9	12
pyro/distributions/transforms/polynomial.py	pyro/distributions/transforms/planar.py	8	9	16
pyro/distributions/transforms/radial.py	pyro/distributions/transforms/affine_autoregressive.py	8	15	11
pyro/distributions/transforms/radial.py	pyro/distributions/transforms/polynomial.py	8	15	9
pyro/distributions/transforms/sylvester.py	pyro/distributions/transforms/__init__.py	8	12	30
pyro/distributions/transforms/sylvester.py	pyro/distributions/transforms/affine_autoregressive.py	8	12	11
pyro/distributions/transforms/sylvester.py	pyro/distributions/transforms/affine_coupling.py	8	12	13
pyro/distributions/transforms/sylvester.py	pyro/distributions/transforms/polynomial.py	8	12	9
pyro/distributions/util.py	pyro/distributions/empirical.py	8	62	13
pyro/distributions/util.py	pyro/distributions/omt_mvn.py	8	62	18
pyro/infer/abstract_infer.py	pyro/distributions/testing/rejection_gamma.py	8	64	19
pyro/infer/abstract_infer.py	examples/baseball.py	8	64	46
pyro/infer/importance.py	pyro/__init__.py	8	33	176
pyro/infer/importance.py	pyro/infer/__init__.py	8	33	44
pyro/infer/mcmc/api.py	examples/baseball.py	8	24	46
pyro/infer/mcmc/hmc.py	pyro/infer/mcmc/api.py	8	77	24
pyro/infer/mcmc/hmc.py	pyro/distributions/testing/rejection_gamma.py	8	77	19
pyro/infer/svi.py	pyro/infer/abstract_infer.py	8	28	64
pyro/infer/svi.py	pyro/__init__.py	8	28	176
pyro/infer/trace_elbo.py	pyro/distributions/distribution.py	8	59	44
pyro/infer/trace_elbo.py	pyro/infer/mcmc/hmc.py	8	59	77
pyro/infer/traceenum_elbo.py	pyro/infer/mcmc/hmc.py	8	64	77
pyro/infer/tracegraph_elbo.py	pyro/infer/renyi_elbo.py	8	70	14
pyro/infer/util.py	examples/hmm.py	8	49	45
pyro/infer/util.py	pyro/infer/mcmc/nuts.py	8	49	59
pyro/infer/util.py	pyro/__init__.py	8	49	176
pyro/nn/auto_reg_nn.py	pyro/infer/abstract_infer.py	8	25	64
pyro/nn/auto_reg_nn.py	pyro/infer/svi.py	8	25	28
pyro/ops/contract.py	pyro/infer/mcmc/util.py	8	21	35
pyro/ops/integrator.py	pyro/infer/mcmc/nuts.py	8	16	59
pyro/optim/optim.py	pyro/optim/lr_scheduler.py	8	24	10
pyro/params/__init__.py	pyro/__init__.py	8	12	176
pyro/params/param_store.py	pyro/nn/auto_reg_nn.py	8	38	25
pyro/poutine/__init__.py	pyro/infer/__init__.py	8	64	44
pyro/poutine/__init__.py	pyro/infer/enum.py	8	64	32
pyro/poutine/handlers.py	pyro/infer/mcmc/hmc.py	8	30	77
pyro/poutine/messenger.py	pyro/poutine/block_messenger.py	8	14	12
pyro/poutine/runtime.py	pyro/poutine/messenger.py	8	16	14
pyro/poutine/trace_messenger.py	pyro/poutine/handlers.py	8	15	30
pyro/poutine/trace_struct.py	pyro/poutine/trace_messenger.py	8	22	15
pyro/primitives.py	pyro/poutine/subsample_messenger.py	8	35	13
pyro/primitives.py	pyro/infer/mcmc/hmc.py	8	35	77
pyro/primitives.py	pyro/poutine/indep_messenger.py	8	35	11
pyro/primitives.py	pyro/poutine/messenger.py	8	35	14
pyro/primitives.py	pyro/poutine/runtime.py	8	35	16
pyro/primitives.py	pyro/poutine/trace_struct.py	8	35	22
pyro/primitives.py	pyro/poutine/handlers.py	8	35	30
pyro/util.py	pyro/infer/mcmc/nuts.py	8	141	59
pyro/util.py	pyro/nn/auto_reg_nn.py	8	141	25
pyro/util.py	pyro/poutine/indep_messenger.py	8	141	11
setup.py	examples/dmm/dmm.py	8	104	56
setup.py	examples/eight_schools/mcmc.py	8	104	29
setup.py	examples/inclined_plane.py	8	104	35
setup.py	examples/rsa/schelling.py	8	104	19
setup.py	examples/rsa/schelling_false.py	8	104	19
setup.py	examples/sparse_gamma_def.py	8	104	28
setup.py	examples/vae/ss_vae_M2.py	8	104	34
setup.py	pyro/infer/abstract_infer.py	8	104	64
tutorial/source/ss-vae.ipynb	tutorial/source/intro_part_i.ipynb	8	26	20
tutorial/source/svi_part_ii.ipynb	tutorial/source/intro_part_i.ipynb	8	19	20
tutorial/source/tensor_shapes.ipynb	tutorial/source/ss-vae.ipynb	8	39	26
examples/contrib/cevae/synthetic.py	examples/air/main.py	7	8	37
examples/contrib/cevae/synthetic.py	examples/baseball.py	7	8	46
examples/contrib/cevae/synthetic.py	examples/contrib/autoname/mixture.py	7	8	22
examples/contrib/cevae/synthetic.py	examples/contrib/autoname/scoping_mixture.py	7	8	22
examples/contrib/cevae/synthetic.py	examples/contrib/autoname/tree_data.py	7	8	21
examples/contrib/gp/sv-dkl.py	examples/contrib/cevae/synthetic.py	7	34	8
examples/contrib/timeseries/gp_models.py	examples/contrib/cevae/synthetic.py	7	10	8
examples/dmm/dmm.py	examples/contrib/cevae/synthetic.py	7	56	8
examples/eight_schools/mcmc.py	examples/contrib/cevae/synthetic.py	7	29	8
examples/eight_schools/svi.py	examples/contrib/cevae/synthetic.py	7	22	8
examples/hmm.py	examples/contrib/cevae/synthetic.py	7	45	8
examples/inclined_plane.py	examples/contrib/cevae/synthetic.py	7	35	8
examples/lda.py	examples/contrib/cevae/synthetic.py	7	25	8
examples/lkj.py	examples/contrib/cevae/synthetic.py	7	20	8
examples/minipyro.py	examples/contrib/cevae/synthetic.py	7	26	8
examples/rsa/generics.py	examples/contrib/cevae/synthetic.py	7	19	8
examples/rsa/hyperbole.py	examples/contrib/cevae/synthetic.py	7	19	8
examples/rsa/schelling.py	examples/contrib/cevae/synthetic.py	7	19	8
examples/rsa/schelling_false.py	examples/contrib/cevae/synthetic.py	7	19	8
examples/rsa/semantic_parsing.py	examples/contrib/cevae/synthetic.py	7	20	8
examples/sparse_gamma_def.py	examples/contrib/cevae/synthetic.py	7	28	8
examples/sparse_regression.py	examples/contrib/cevae/synthetic.py	7	18	8
examples/vae/ss_vae_M2.py	examples/contrib/cevae/synthetic.py	7	34	8
examples/vae/vae.py	examples/contrib/cevae/synthetic.py	7	29	8
examples/vae/vae.py	examples/air/air.py	7	29	36
examples/vae/vae_comparison.py	examples/contrib/cevae/synthetic.py	7	29	8
examples/vae/vae_comparison.py	examples/air/air.py	7	29	36
pyro/__init__.py	examples/contrib/cevae/synthetic.py	7	176	8
pyro/contrib/epidemiology/models.py	pyro/contrib/epidemiology/compartmental.py	7	9	33
pyro/contrib/epidemiology/util.py	pyro/contrib/epidemiology/compartmental.py	7	8	33
pyro/contrib/gp/kernels/__init__.py	pyro/contrib/__init__.py	7	12	17
pyro/contrib/gp/kernels/__init__.py	pyro/contrib/gp/__init__.py	7	12	14
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/gp/kernels/brownian.py	7	9	12
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/gp/kernels/coregionalize.py	7	13	9
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/gp/kernels/coregionalize.py	7	14	9
pyro/contrib/gp/kernels/kernel.py	examples/contrib/gp/sv-dkl.py	7	22	34
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/gp/kernels/coregionalize.py	7	12	9
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/gp/kernels/__init__.py	7	12	12
pyro/contrib/gp/kernels/static.py	pyro/contrib/gp/kernels/coregionalize.py	7	13	9
pyro/contrib/gp/likelihoods/binary.py	examples/contrib/gp/sv-dkl.py	7	17	34
pyro/contrib/gp/likelihoods/gaussian.py	examples/contrib/gp/sv-dkl.py	7	18	34
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/gp/kernels/brownian.py	7	12	12
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/gp/kernels/dot_product.py	7	12	13
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/gp/kernels/isotropic.py	7	12	14
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/gp/kernels/periodic.py	7	12	12
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/gp/kernels/static.py	7	12	13
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/gp/likelihoods/binary.py	7	12	17
pyro/contrib/gp/likelihoods/multi_class.py	examples/contrib/gp/sv-dkl.py	7	15	34
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/gp/likelihoods/likelihood.py	7	15	12
pyro/contrib/gp/models/__init__.py	pyro/contrib/gp/__init__.py	7	11	14
pyro/contrib/gp/models/gplvm.py	pyro/contrib/gp/kernels/brownian.py	7	12	12
pyro/contrib/gp/models/gplvm.py	pyro/contrib/gp/kernels/coregionalize.py	7	12	9
pyro/contrib/gp/models/gplvm.py	pyro/contrib/gp/kernels/dot_product.py	7	12	13
pyro/contrib/gp/models/gplvm.py	pyro/contrib/gp/kernels/isotropic.py	7	12	14
pyro/contrib/gp/models/gplvm.py	pyro/contrib/gp/kernels/periodic.py	7	12	12
pyro/contrib/gp/models/gplvm.py	pyro/contrib/gp/kernels/static.py	7	12	13
pyro/contrib/gp/models/gplvm.py	pyro/contrib/gp/likelihoods/binary.py	7	12	17
pyro/contrib/gp/models/gplvm.py	pyro/contrib/gp/likelihoods/gaussian.py	7	12	18
pyro/contrib/gp/models/gplvm.py	pyro/contrib/gp/likelihoods/multi_class.py	7	12	15
pyro/contrib/gp/models/gplvm.py	pyro/contrib/gp/likelihoods/poisson.py	7	12	11
pyro/contrib/gp/models/gpr.py	examples/contrib/gp/sv-dkl.py	7	27	34
pyro/contrib/gp/models/gpr.py	pyro/contrib/gp/kernels/coregionalize.py	7	27	9
pyro/contrib/gp/models/gpr.py	pyro/contrib/gp/likelihoods/poisson.py	7	27	11
pyro/contrib/gp/models/gpr.py	pyro/contrib/gp/kernels/__init__.py	7	27	12
pyro/contrib/gp/models/model.py	examples/contrib/gp/sv-dkl.py	7	24	34
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/likelihoods/poisson.py	7	32	11
pyro/contrib/gp/models/sgpr.py	examples/baseball.py	7	32	46
pyro/contrib/gp/models/sgpr.py	pyro/__init__.py	7	32	176
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/__init__.py	7	32	14
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/kernels/__init__.py	7	32	12
pyro/contrib/gp/models/vgp.py	examples/contrib/gp/sv-dkl.py	7	21	34
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/kernels/coregionalize.py	7	21	9
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/likelihoods/poisson.py	7	21	11
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/kernels/brownian.py	7	11	12
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/kernels/coregionalize.py	7	11	9
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/kernels/dot_product.py	7	11	13
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/kernels/isotropic.py	7	11	14
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/kernels/periodic.py	7	11	12
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/kernels/static.py	7	11	13
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/likelihoods/binary.py	7	11	17
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/likelihoods/gaussian.py	7	11	18
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/likelihoods/multi_class.py	7	11	15
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/likelihoods/poisson.py	7	11	11
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/models/model.py	7	11	24
pyro/contrib/gp/util.py	pyro/contrib/gp/kernels/dot_product.py	7	19	13
pyro/contrib/gp/util.py	pyro/contrib/gp/kernels/kernel.py	7	19	22
pyro/contrib/gp/util.py	pyro/contrib/gp/kernels/static.py	7	19	13
pyro/contrib/gp/util.py	pyro/contrib/gp/likelihoods/binary.py	7	19	17
pyro/contrib/gp/util.py	pyro/contrib/gp/likelihoods/gaussian.py	7	19	18
pyro/contrib/gp/util.py	pyro/contrib/gp/likelihoods/multi_class.py	7	19	15
pyro/contrib/gp/util.py	pyro/contrib/gp/models/gplvm.py	7	19	12
pyro/contrib/timeseries/lgssm.py	pyro/contrib/timeseries/gp.py	7	8	12
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/distributions/diag_normal_mixture.py	7	9	8
pyro/distributions/rejector.py	pyro/distributions/distribution.py	7	10	44
pyro/distributions/testing/rejection_gamma.py	examples/air/air.py	7	19	36
pyro/distributions/torch.py	pyro/distributions/distribution.py	7	40	44
pyro/distributions/torch.py	pyro/distributions/delta.py	7	40	44
pyro/distributions/torch.py	pyro/distributions/omt_mvn.py	7	40	18
pyro/distributions/torch_distribution.py	pyro/__init__.py	7	39	176
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/transforms/__init__.py	7	11	30
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/transforms/affine_autoregressive.py	7	13	11
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/transforms/__init__.py	7	12	30
pyro/distributions/transforms/householder.py	pyro/distributions/transforms/affine_autoregressive.py	7	11	11
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/transforms/affine_autoregressive.py	7	10	11
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/transforms/affine_coupling.py	7	10	13
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/transforms/householder.py	7	10	11
pyro/distributions/transforms/permute.py	pyro/distributions/transforms/affine_autoregressive.py	7	13	11
pyro/distributions/transforms/planar.py	pyro/distributions/transforms/neural_autoregressive.py	7	16	10
pyro/distributions/transforms/polynomial.py	pyro/distributions/transforms/affine_autoregressive.py	7	9	11
pyro/distributions/transforms/polynomial.py	pyro/distributions/transforms/affine_coupling.py	7	9	13
pyro/distributions/transforms/polynomial.py	pyro/distributions/transforms/householder.py	7	9	11
pyro/distributions/transforms/polynomial.py	pyro/distributions/transforms/permute.py	7	9	13
pyro/distributions/transforms/radial.py	pyro/distributions/transforms/neural_autoregressive.py	7	15	10
pyro/distributions/transforms/sylvester.py	pyro/distributions/transforms/neural_autoregressive.py	7	12	10
pyro/distributions/util.py	examples/air/air.py	7	62	36
pyro/distributions/util.py	examples/hmm.py	7	62	45
pyro/distributions/util.py	pyro/contrib/gp/models/sgpr.py	7	62	32
pyro/distributions/util.py	pyro/distributions/torch.py	7	62	40
pyro/infer/abstract_infer.py	pyro/distributions/empirical.py	7	64	13
pyro/infer/elbo.py	pyro/__init__.py	7	27	176
pyro/infer/enum.py	pyro/distributions/util.py	7	32	62
pyro/infer/mcmc/hmc.py	pyro/distributions/__init__.py	7	77	114
pyro/infer/mcmc/hmc.py	examples/air/air.py	7	77	36
pyro/infer/mcmc/hmc.py	examples/hmm.py	7	77	45
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/models/model.py	7	77	24
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/models/sgpr.py	7	77	32
pyro/infer/mcmc/hmc.py	pyro/distributions/torch_distribution.py	7	77	39
pyro/infer/mcmc/hmc.py	examples/eight_schools/mcmc.py	7	77	29
pyro/infer/mcmc/nuts.py	examples/air/air.py	7	59	36
pyro/infer/mcmc/nuts.py	examples/hmm.py	7	59	45
pyro/infer/mcmc/nuts.py	pyro/infer/mcmc/api.py	7	59	24
pyro/infer/svi.py	pyro/infer/__init__.py	7	28	44
pyro/infer/trace_elbo.py	examples/dmm/dmm.py	7	59	56
pyro/infer/trace_elbo.py	pyro/distributions/testing/rejection_gamma.py	7	59	19
pyro/infer/trace_elbo.py	pyro/infer/abstract_infer.py	7	59	64
pyro/infer/traceenum_elbo.py	pyro/distributions/torch_distribution.py	7	64	39
pyro/infer/traceenum_elbo.py	pyro/infer/discrete.py	7	64	11
pyro/infer/traceenum_elbo.py	pyro/infer/renyi_elbo.py	7	64	14
pyro/infer/traceenum_elbo.py	pyro/__init__.py	7	64	176
pyro/infer/traceenum_elbo.py	pyro/infer/__init__.py	7	64	44
pyro/infer/tracegraph_elbo.py	examples/dmm/dmm.py	7	70	56
pyro/infer/tracegraph_elbo.py	pyro/distributions/distribution.py	7	70	44
pyro/infer/tracegraph_elbo.py	pyro/distributions/testing/rejection_gamma.py	7	70	19
pyro/infer/tracegraph_elbo.py	pyro/infer/importance.py	7	70	33
pyro/infer/util.py	pyro/distributions/torch_distribution.py	7	49	39
pyro/nn/__init__.py	pyro/distributions/__init__.py	7	16	114
pyro/nn/auto_reg_nn.py	pyro/distributions/util.py	7	25	62
pyro/nn/auto_reg_nn.py	pyro/__init__.py	7	25	176
pyro/nn/auto_reg_nn.py	pyro/distributions/distribution.py	7	25	44
pyro/ops/contract.py	pyro/infer/util.py	7	21	49
pyro/ops/einsum/__init__.py	pyro/infer/util.py	7	13	49
pyro/ops/jit.py	pyro/infer/traceenum_elbo.py	7	9	64
pyro/ops/packed.py	pyro/distributions/util.py	7	10	62
pyro/ops/packed.py	pyro/infer/util.py	7	10	49
pyro/ops/rings.py	pyro/ops/contract.py	7	10	21
pyro/ops/stats.py	pyro/infer/abstract_infer.py	7	17	64
pyro/optim/__init__.py	pyro/__init__.py	7	17	176
pyro/optim/__init__.py	pyro/distributions/__init__.py	7	17	114
pyro/optim/optim.py	pyro/infer/svi.py	7	24	28
pyro/optim/optim.py	pyro/nn/auto_reg_nn.py	7	24	25
pyro/params/param_store.py	pyro/distributions/delta.py	7	38	44
pyro/params/param_store.py	pyro/distributions/distribution.py	7	38	44
pyro/params/param_store.py	pyro/infer/trace_elbo.py	7	38	59
pyro/params/param_store.py	pyro/params/__init__.py	7	38	12
pyro/poutine/__init__.py	pyro/distributions/__init__.py	7	64	114
pyro/poutine/__init__.py	pyro/distributions/util.py	7	64	62
pyro/poutine/__init__.py	pyro/infer/abstract_infer.py	7	64	64
pyro/poutine/__init__.py	pyro/infer/mcmc/hmc.py	7	64	77
pyro/poutine/__init__.py	pyro/infer/traceenum_elbo.py	7	64	64
pyro/poutine/handlers.py	pyro/infer/traceenum_elbo.py	7	30	64
pyro/poutine/subsample_messenger.py	pyro/poutine/indep_messenger.py	7	13	11
pyro/poutine/trace_messenger.py	pyro/poutine/messenger.py	7	15	14
pyro/poutine/trace_struct.py	pyro/infer/mcmc/nuts.py	7	22	59
pyro/poutine/trace_struct.py	pyro/infer/traceenum_elbo.py	7	22	64
pyro/poutine/trace_struct.py	pyro/poutine/__init__.py	7	22	64
pyro/primitives.py	pyro/infer/mcmc/nuts.py	7	35	59
pyro/util.py	pyro/poutine/subsample_messenger.py	7	141	13
pyro/util.py	examples/vae/vae_comparison.py	7	141	29
pyro/util.py	pyro/contrib/gp/models/sgpr.py	7	141	32
pyro/util.py	pyro/optim/optim.py	7	141	24
pyro/util.py	examples/baseball.py	7	141	46
pyro/util.py	pyro/infer/elbo.py	7	141	27
pyro/util.py	pyro/poutine/handlers.py	7	141	30
setup.py	pyro/infer/util.py	7	104	49
setup.py	examples/contrib/autoname/mixture.py	7	104	22
setup.py	examples/contrib/autoname/scoping_mixture.py	7	104	22
setup.py	examples/contrib/autoname/tree_data.py	7	104	21
setup.py	examples/contrib/gp/sv-dkl.py	7	104	34
setup.py	examples/eight_schools/svi.py	7	104	22
setup.py	examples/lda.py	7	104	25
setup.py	examples/lkj.py	7	104	20
setup.py	examples/minipyro.py	7	104	26
setup.py	examples/rsa/generics.py	7	104	19
setup.py	examples/rsa/hyperbole.py	7	104	19
setup.py	examples/rsa/semantic_parsing.py	7	104	20
setup.py	examples/vae/vae.py	7	104	29
setup.py	pyro/infer/trace_elbo.py	7	104	59
setup.py	pyro/optim/optim.py	7	104	24
tutorial/source/easyguide.ipynb	examples/contrib/timeseries/gp_models.py	7	15	10
tutorial/source/ekf.ipynb	examples/contrib/timeseries/gp_models.py	7	23	10
tutorial/source/enumeration.ipynb	examples/contrib/timeseries/gp_models.py	7	27	10
tutorial/source/jit.ipynb	examples/contrib/timeseries/gp_models.py	7	23	10
tutorial/source/svi_part_i.ipynb	examples/contrib/timeseries/gp_models.py	7	39	10
tutorial/source/svi_part_i.ipynb	tutorial/source/intro_part_i.ipynb	7	39	20
tutorial/source/svi_part_i.ipynb	setup.py	7	39	104
tutorial/source/tensor_shapes.ipynb	examples/contrib/timeseries/gp_models.py	7	39	10
tutorial/source/vae.ipynb	examples/contrib/timeseries/gp_models.py	7	49	10
tutorial/source/vae.ipynb	tutorial/source/intro_part_i.ipynb	7	49	20
examples/dmm/polyphonic_data_loader.py	examples/air/air.py	6	16	36
examples/vae/utils/custom_mlp.py	examples/vae/ss_vae_M2.py	6	6	34
pyro/contrib/gp/kernels/brownian.py	pyro/contrib/gp/kernels/__init__.py	6	12	12
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/gp/kernels/__init__.py	6	13	12
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/gp/kernels/__init__.py	6	14	12
pyro/contrib/gp/kernels/static.py	pyro/contrib/gp/kernels/__init__.py	6	13	12
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/gp/kernels/coregionalize.py	6	17	9
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/gp/kernels/kernel.py	6	17	22
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/gp/kernels/coregionalize.py	6	18	9
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/gp/kernels/__init__.py	6	18	12
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/gp/likelihoods/__init__.py	6	18	8
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/gp/kernels/coregionalize.py	6	15	9
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/gp/kernels/kernel.py	6	15	22
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/gp/kernels/brownian.py	6	11	12
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/gp/kernels/coregionalize.py	6	11	9
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/gp/kernels/dot_product.py	6	11	13
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/gp/kernels/isotropic.py	6	11	14
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/gp/kernels/periodic.py	6	11	12
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/gp/kernels/static.py	6	11	13
pyro/contrib/gp/models/__init__.py	pyro/contrib/gp/kernels/__init__.py	6	11	12
pyro/contrib/gp/models/gplvm.py	examples/contrib/gp/sv-dkl.py	6	12	34
pyro/contrib/gp/models/gplvm.py	pyro/contrib/gp/kernels/kernel.py	6	12	22
pyro/contrib/gp/models/model.py	pyro/contrib/gp/kernels/coregionalize.py	6	24	9
pyro/contrib/gp/models/model.py	pyro/contrib/gp/likelihoods/poisson.py	6	24	11
pyro/contrib/gp/models/model.py	pyro/contrib/gp/__init__.py	6	24	14
pyro/contrib/gp/models/model.py	pyro/contrib/gp/models/__init__.py	6	24	11
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/kernels/coregionalize.py	6	32	9
pyro/contrib/gp/models/vsgp.py	examples/contrib/gp/sv-dkl.py	6	11	34
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/kernels/kernel.py	6	11	22
pyro/contrib/gp/util.py	examples/baseball.py	6	19	46
pyro/contrib/gp/util.py	pyro/contrib/gp/kernels/brownian.py	6	19	12
pyro/contrib/gp/util.py	pyro/contrib/gp/kernels/isotropic.py	6	19	14
pyro/contrib/gp/util.py	pyro/contrib/gp/kernels/periodic.py	6	19	12
pyro/contrib/gp/util.py	pyro/contrib/gp/models/vsgp.py	6	19	11
pyro/contrib/oed/eig.py	examples/hmm.py	6	17	45
pyro/contrib/oed/util.py	pyro/contrib/oed/eig.py	6	8	17
pyro/contrib/timeseries/gp.py	pyro/contrib/timeseries/__init__.py	6	12	9
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/timeseries/gp.py	6	7	12
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/timeseries/lgssm.py	6	7	8
pyro/distributions/__init__.py	examples/air/air.py	6	114	36
pyro/distributions/__init__.py	examples/dmm/dmm.py	6	114	56
pyro/distributions/__init__.py	pyro/contrib/gp/models/sgpr.py	6	114	32
pyro/distributions/delta.py	pyro/contrib/gp/models/sgpr.py	6	44	32
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/distributions/__init__.py	6	9	114
pyro/distributions/empirical.py	examples/rsa/search_inference.py	6	13	9
pyro/distributions/empirical.py	examples/baseball.py	6	13	46
pyro/distributions/gaussian_scale_mixture.py	pyro/distributions/diag_normal_mixture.py	6	9	8
pyro/distributions/gaussian_scale_mixture.py	pyro/distributions/diag_normal_mixture_shared_cov.py	6	9	9
pyro/distributions/omt_mvn.py	pyro/contrib/gp/models/sgpr.py	6	18	32
pyro/distributions/rejector.py	pyro/__init__.py	6	10	176
pyro/distributions/relaxed_straight_through.py	pyro/distributions/diag_normal_mixture.py	6	8	8
pyro/distributions/testing/fakes.py	pyro/distributions/__init__.py	6	7	114
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/__init__.py	6	9	114
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/omt_mvn.py	6	19	18
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/testing/naive_dirichlet.py	6	19	7
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/testing/rejection_exponential.py	6	19	9
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/__init__.py	6	19	114
pyro/distributions/torch.py	pyro/distributions/conjugate.py	6	40	13
pyro/distributions/torch.py	pyro/distributions/testing/rejection_gamma.py	6	40	19
pyro/distributions/torch_distribution.py	pyro/distributions/hmm.py	6	39	30
pyro/distributions/torch_distribution.py	examples/air/air.py	6	39	36
pyro/distributions/torch_distribution.py	examples/dmm/dmm.py	6	39	56
pyro/distributions/torch_distribution.py	pyro/contrib/gp/models/gplvm.py	6	39	12
pyro/distributions/torch_distribution.py	pyro/contrib/gp/models/gpr.py	6	39	27
pyro/distributions/torch_distribution.py	pyro/contrib/gp/models/sgpr.py	6	39	32
pyro/distributions/torch_distribution.py	pyro/contrib/gp/models/vgp.py	6	39	21
pyro/distributions/torch_distribution.py	pyro/distributions/omt_mvn.py	6	39	18
pyro/distributions/torch_patch.py	examples/baseball.py	6	27	46
pyro/distributions/torch_patch.py	examples/eight_schools/mcmc.py	6	27	29
pyro/distributions/torch_patch.py	pyro/distributions/__init__.py	6	27	114
pyro/distributions/transforms/__init__.py	pyro/distributions/__init__.py	6	30	114
pyro/distributions/transforms/batchnorm.py	pyro/distributions/transforms/affine_autoregressive.py	6	7	11
pyro/distributions/transforms/batchnorm.py	pyro/distributions/transforms/affine_coupling.py	6	7	13
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/transforms/batchnorm.py	6	12	7
pyro/distributions/transforms/householder.py	pyro/distributions/transforms/batchnorm.py	6	11	7
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/transforms/batchnorm.py	6	10	7
pyro/distributions/transforms/permute.py	pyro/distributions/transforms/batchnorm.py	6	13	7
pyro/distributions/transforms/planar.py	pyro/distributions/transforms/batchnorm.py	6	16	7
pyro/distributions/transforms/polynomial.py	pyro/distributions/transforms/neural_autoregressive.py	6	9	10
pyro/distributions/transforms/radial.py	pyro/distributions/transforms/batchnorm.py	6	15	7
pyro/distributions/transforms/sylvester.py	pyro/distributions/transforms/batchnorm.py	6	12	7
pyro/distributions/util.py	pyro/contrib/gp/models/gpr.py	6	62	27
pyro/distributions/util.py	pyro/contrib/gp/models/vgp.py	6	62	21
pyro/distributions/util.py	pyro/contrib/gp/models/vsgp.py	6	62	11
pyro/distributions/util.py	pyro/distributions/testing/rejection_exponential.py	6	62	9
pyro/distributions/util.py	examples/baseball.py	6	62	46
pyro/infer/__init__.py	pyro/distributions/__init__.py	6	44	114
pyro/infer/__init__.py	pyro/distributions/util.py	6	44	62
pyro/infer/abstract_infer.py	examples/air/air.py	6	64	36
pyro/infer/abstract_infer.py	pyro/distributions/torch_distribution.py	6	64	39
pyro/infer/abstract_infer.py	examples/inclined_plane.py	6	64	35
pyro/infer/elbo.py	pyro/infer/__init__.py	6	27	44
pyro/infer/elbo.py	pyro/infer/abstract_infer.py	6	27	64
pyro/infer/enum.py	pyro/distributions/distribution.py	6	32	44
pyro/infer/mcmc/api.py	pyro/infer/abstract_infer.py	6	24	64
pyro/infer/mcmc/api.py	examples/eight_schools/mcmc.py	6	24	29
pyro/infer/mcmc/hmc.py	examples/vae/ss_vae_M2.py	6	77	34
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/kernels/kernel.py	6	77	22
pyro/infer/mcmc/hmc.py	pyro/distributions/delta.py	6	77	44
pyro/infer/mcmc/hmc.py	pyro/distributions/omt_mvn.py	6	77	18
pyro/infer/mcmc/hmc.py	pyro/infer/enum.py	6	77	32
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/models/model.py	6	59	24
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/models/sgpr.py	6	59	32
pyro/infer/mcmc/nuts.py	pyro/distributions/delta.py	6	59	44
pyro/infer/mcmc/nuts.py	pyro/distributions/testing/rejection_gamma.py	6	59	19
pyro/infer/mcmc/nuts.py	pyro/distributions/torch.py	6	59	40
pyro/infer/mcmc/nuts.py	pyro/distributions/torch_distribution.py	6	59	39
pyro/infer/mcmc/nuts.py	examples/eight_schools/mcmc.py	6	59	29
pyro/infer/mcmc/nuts.py	pyro/distributions/__init__.py	6	59	114
pyro/infer/mcmc/util.py	examples/baseball.py	6	35	46
pyro/infer/renyi_elbo.py	pyro/distributions/util.py	6	14	62
pyro/infer/renyi_elbo.py	pyro/infer/mcmc/nuts.py	6	14	59
pyro/infer/svi.py	pyro/contrib/gp/models/model.py	6	28	24
pyro/infer/svi.py	pyro/distributions/distribution.py	6	28	44
pyro/infer/trace_elbo.py	pyro/distributions/delta.py	6	59	44
pyro/infer/trace_elbo.py	pyro/infer/importance.py	6	59	33
pyro/infer/trace_elbo.py	pyro/infer/renyi_elbo.py	6	59	14
pyro/infer/traceenum_elbo.py	pyro/distributions/testing/rejection_gamma.py	6	64	19
pyro/infer/traceenum_elbo.py	pyro/infer/importance.py	6	64	33
pyro/infer/traceenum_elbo.py	pyro/infer/mcmc/nuts.py	6	64	59
pyro/infer/traceenum_elbo.py	pyro/infer/svi.py	6	64	28
pyro/infer/traceenum_elbo.py	pyro/infer/trace_mean_field_elbo.py	6	64	10
pyro/infer/tracegraph_elbo.py	examples/air/air.py	6	70	36
pyro/infer/tracegraph_elbo.py	examples/hmm.py	6	70	45
pyro/infer/tracegraph_elbo.py	pyro/distributions/delta.py	6	70	44
pyro/infer/tracegraph_elbo.py	pyro/distributions/torch_distribution.py	6	70	39
pyro/infer/tracegraph_elbo.py	pyro/infer/mcmc/nuts.py	6	70	59
pyro/infer/tracegraph_elbo.py	pyro/infer/trace_mean_field_elbo.py	6	70	10
pyro/infer/util.py	pyro/infer/renyi_elbo.py	6	49	14
pyro/infer/util.py	examples/air/air.py	6	49	36
pyro/infer/util.py	pyro/distributions/testing/rejection_gamma.py	6	49	19
pyro/infer/util.py	pyro/infer/abstract_infer.py	6	49	64
pyro/infer/util.py	pyro/infer/svi.py	6	49	28
pyro/infer/util.py	pyro/infer/__init__.py	6	49	44
pyro/infer/util.py	pyro/infer/enum.py	6	49	32
pyro/nn/__init__.py	pyro/__init__.py	6	16	176
pyro/nn/__init__.py	pyro/infer/__init__.py	6	16	44
pyro/nn/auto_reg_nn.py	pyro/infer/importance.py	6	25	33
pyro/nn/auto_reg_nn.py	pyro/infer/tracegraph_elbo.py	6	25	70
pyro/nn/auto_reg_nn.py	pyro/nn/__init__.py	6	25	16
pyro/ops/contract.py	examples/hmm.py	6	21	45
pyro/ops/contract.py	pyro/infer/mcmc/hmc.py	6	21	77
pyro/ops/contract.py	pyro/infer/mcmc/nuts.py	6	21	59
pyro/ops/dual_averaging.py	pyro/infer/mcmc/hmc.py	6	7	77
pyro/ops/dual_averaging.py	pyro/infer/mcmc/nuts.py	6	7	59
pyro/ops/einsum/__init__.py	pyro/infer/traceenum_elbo.py	6	13	64
pyro/ops/jit.py	examples/hmm.py	6	9	45
pyro/ops/jit.py	pyro/infer/trace_elbo.py	6	9	59
pyro/ops/jit.py	pyro/infer/tracegraph_elbo.py	6	9	70
pyro/ops/packed.py	pyro/infer/traceenum_elbo.py	6	10	64
pyro/ops/packed.py	pyro/ops/contract.py	6	10	21
pyro/ops/rings.py	pyro/infer/traceenum_elbo.py	6	10	64
pyro/optim/__init__.py	pyro/infer/__init__.py	6	17	44
pyro/optim/__init__.py	pyro/infer/svi.py	6	17	28
pyro/optim/__init__.py	pyro/nn/__init__.py	6	17	16
pyro/optim/clipped_adam.py	pyro/distributions/delta.py	6	10	44
pyro/optim/clipped_adam.py	pyro/distributions/util.py	6	10	62
pyro/optim/clipped_adam.py	pyro/infer/abstract_infer.py	6	10	64
pyro/optim/clipped_adam.py	pyro/infer/svi.py	6	10	28
pyro/optim/clipped_adam.py	pyro/nn/auto_reg_nn.py	6	10	25
pyro/optim/clipped_adam.py	pyro/infer/tracegraph_elbo.py	6	10	70
pyro/optim/optim.py	pyro/infer/abstract_infer.py	6	24	64
pyro/optim/optim.py	pyro/distributions/__init__.py	6	24	114
pyro/optim/optim.py	pyro/distributions/distribution.py	6	24	44
pyro/optim/optim.py	pyro/infer/tracegraph_elbo.py	6	24	70
pyro/params/__init__.py	pyro/optim/optim.py	6	12	24
pyro/params/param_store.py	pyro/infer/__init__.py	6	38	44
pyro/params/param_store.py	pyro/infer/elbo.py	6	38	27
pyro/poutine/__init__.py	pyro/infer/importance.py	6	64	33
pyro/poutine/__init__.py	pyro/params/param_store.py	6	64	38
pyro/poutine/broadcast_messenger.py	pyro/infer/enum.py	6	9	32
pyro/poutine/handlers.py	pyro/infer/enum.py	6	30	32
pyro/poutine/handlers.py	pyro/infer/mcmc/nuts.py	6	30	59
pyro/poutine/handlers.py	pyro/poutine/broadcast_messenger.py	6	30	9
pyro/poutine/indep_messenger.py	pyro/infer/mcmc/hmc.py	6	11	77
pyro/poutine/indep_messenger.py	pyro/infer/traceenum_elbo.py	6	11	64
pyro/poutine/indep_messenger.py	pyro/poutine/__init__.py	6	11	64
pyro/poutine/messenger.py	pyro/poutine/handlers.py	6	14	30
pyro/poutine/messenger.py	pyro/poutine/escape_messenger.py	6	14	6
pyro/poutine/runtime.py	pyro/poutine/__init__.py	6	16	64
pyro/poutine/runtime.py	pyro/poutine/handlers.py	6	16	30
pyro/poutine/subsample_messenger.py	examples/hmm.py	6	13	45
pyro/poutine/subsample_messenger.py	pyro/infer/mcmc/hmc.py	6	13	77
pyro/poutine/subsample_messenger.py	pyro/infer/traceenum_elbo.py	6	13	64
pyro/poutine/trace_messenger.py	pyro/poutine/block_messenger.py	6	15	12
pyro/poutine/trace_messenger.py	pyro/poutine/condition_messenger.py	6	15	7
pyro/poutine/trace_struct.py	pyro/infer/util.py	6	22	49
pyro/poutine/trace_struct.py	pyro/ops/contract.py	6	22	21
pyro/poutine/trace_struct.py	pyro/infer/enum.py	6	22	32
pyro/poutine/util.py	pyro/infer/enum.py	6	13	32
pyro/primitives.py	pyro/contrib/gp/models/sgpr.py	6	35	32
pyro/primitives.py	pyro/infer/abstract_infer.py	6	35	64
pyro/primitives.py	pyro/params/param_store.py	6	35	38
pyro/primitives.py	pyro/poutine/block_messenger.py	6	35	12
pyro/primitives.py	pyro/poutine/escape_messenger.py	6	35	6
pyro/primitives.py	pyro/poutine/lift_messenger.py	6	35	9
pyro/primitives.py	pyro/poutine/trace_messenger.py	6	35	15
pyro/primitives.py	pyro/poutine/util.py	6	35	13
pyro/util.py	examples/sparse_gamma_def.py	6	141	28
pyro/util.py	examples/vae/ss_vae_M2.py	6	141	34
pyro/util.py	examples/vae/vae.py	6	141	29
pyro/util.py	pyro/contrib/gp/likelihoods/gaussian.py	6	141	18
pyro/util.py	pyro/contrib/gp/models/gpr.py	6	141	27
pyro/util.py	pyro/contrib/gp/models/vgp.py	6	141	21
pyro/util.py	pyro/infer/mcmc/util.py	6	141	35
pyro/util.py	pyro/ops/contract.py	6	141	21
pyro/util.py	pyro/ops/jit.py	6	141	9
pyro/util.py	pyro/optim/clipped_adam.py	6	141	10
pyro/util.py	pyro/poutine/messenger.py	6	141	14
pyro/util.py	pyro/distributions/rejector.py	6	141	10
pyro/util.py	pyro/distributions/torch_patch.py	6	141	27
pyro/util.py	pyro/params/__init__.py	6	141	12
setup.py	pyro/distributions/__init__.py	6	104	114
setup.py	examples/sparse_regression.py	6	104	18
setup.py	pyro/distributions/distribution.py	6	104	44
setup.py	pyro/poutine/trace_struct.py	6	104	22
setup.py	pyro/distributions/util.py	6	104	62
setup.py	pyro/infer/elbo.py	6	104	27
setup.py	pyro/infer/enum.py	6	104	32
setup.py	pyro/infer/traceenum_elbo.py	6	104	64
tutorial/source/easyguide.ipynb	examples/contrib/cevae/synthetic.py	6	15	8
tutorial/source/ekf.ipynb	examples/contrib/cevae/synthetic.py	6	23	8
tutorial/source/enumeration.ipynb	examples/contrib/cevae/synthetic.py	6	27	8
tutorial/source/jit.ipynb	examples/contrib/cevae/synthetic.py	6	23	8
tutorial/source/search_inference.py	examples/rsa/search_inference.py	6	7	9
tutorial/source/ss-vae.ipynb	examples/air/air.py	6	26	36
tutorial/source/svi_part_i.ipynb	examples/contrib/cevae/synthetic.py	6	39	8
tutorial/source/tensor_shapes.ipynb	examples/contrib/cevae/synthetic.py	6	39	8
tutorial/source/tensor_shapes.ipynb	pyro/util.py	6	39	141
tutorial/source/tensor_shapes.ipynb	setup.py	6	39	104
tutorial/source/vae.ipynb	examples/contrib/cevae/synthetic.py	6	49	8
tutorial/source/vae.ipynb	setup.py	6	49	104
examples/air/modules.py	examples/air/air.py	5	6	36
examples/dmm/polyphonic_data_loader.py	examples/air/main.py	5	16	37
examples/hmm.py	examples/air/air.py	5	45	36
examples/hmm.py	examples/capture_recapture/cjs.py	5	45	9
examples/rsa/search_inference.py	examples/baseball.py	5	9	46
examples/vae/utils/mnist_cached.py	examples/vae/ss_vae_M2.py	5	9	34
examples/vae/utils/mnist_cached.py	examples/vae/utils/custom_mlp.py	5	9	6
examples/vae/vae_comparison.py	examples/vae/utils/mnist_cached.py	5	29	9
pyro/__init__.py	profiler/distributions.py	5	176	11
pyro/contrib/epidemiology/models.py	examples/contrib/epidemiology/sir.py	5	9	21
pyro/contrib/epidemiology/util.py	examples/contrib/epidemiology/sir.py	5	8	21
pyro/contrib/gp/__init__.py	pyro/__init__.py	5	14	176
pyro/contrib/gp/__init__.py	pyro/contrib/__init__.py	5	14	17
pyro/contrib/gp/kernels/brownian.py	examples/contrib/gp/sv-dkl.py	5	12	34
pyro/contrib/gp/kernels/brownian.py	pyro/contrib/gp/__init__.py	5	12	14
pyro/contrib/gp/kernels/coregionalize.py	examples/contrib/gp/sv-dkl.py	5	9	34
pyro/contrib/gp/kernels/dot_product.py	examples/contrib/gp/sv-dkl.py	5	13	34
pyro/contrib/gp/kernels/isotropic.py	examples/contrib/gp/sv-dkl.py	5	14	34
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/gp/__init__.py	5	14	14
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/gp/kernels/coregionalize.py	5	22	9
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/__init__.py	5	22	17
pyro/contrib/gp/kernels/periodic.py	examples/contrib/gp/sv-dkl.py	5	12	34
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/gp/__init__.py	5	12	14
pyro/contrib/gp/kernels/static.py	examples/contrib/gp/sv-dkl.py	5	13	34
pyro/contrib/gp/kernels/static.py	pyro/contrib/gp/__init__.py	5	13	14
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/gp/kernels/__init__.py	5	8	12
pyro/contrib/gp/likelihoods/binary.py	examples/dmm/dmm.py	5	17	56
pyro/contrib/gp/likelihoods/binary.py	examples/vae/vae.py	5	17	29
pyro/contrib/gp/likelihoods/binary.py	examples/vae/vae_comparison.py	5	17	29
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/gp/likelihoods/__init__.py	5	17	8
pyro/contrib/gp/likelihoods/gaussian.py	examples/dmm/dmm.py	5	18	56
pyro/contrib/gp/likelihoods/likelihood.py	examples/contrib/gp/sv-dkl.py	5	12	34
pyro/contrib/gp/likelihoods/poisson.py	examples/contrib/gp/sv-dkl.py	5	11	34
pyro/contrib/gp/models/__init__.py	pyro/contrib/__init__.py	5	11	17
pyro/contrib/gp/models/__init__.py	pyro/contrib/gp/likelihoods/__init__.py	5	11	8
pyro/contrib/gp/models/gplvm.py	examples/hmm.py	5	12	45
pyro/contrib/gp/models/gpr.py	examples/hmm.py	5	27	45
pyro/contrib/gp/models/gpr.py	examples/baseball.py	5	27	46
pyro/contrib/gp/models/gpr.py	pyro/contrib/gp/likelihoods/__init__.py	5	27	8
pyro/contrib/gp/models/model.py	examples/baseball.py	5	24	46
pyro/contrib/gp/models/model.py	pyro/contrib/gp/kernels/__init__.py	5	24	12
pyro/contrib/gp/models/sgpr.py	examples/air/air.py	5	32	36
pyro/contrib/gp/models/sgpr.py	examples/hmm.py	5	32	45
pyro/contrib/gp/models/sgpr.py	examples/rsa/search_inference.py	5	32	9
pyro/contrib/gp/models/sgpr.py	examples/vae/ss_vae_M2.py	5	32	34
pyro/contrib/gp/models/sgpr.py	examples/vae/vae_comparison.py	5	32	29
pyro/contrib/gp/models/sgpr.py	pyro/contrib/gp/likelihoods/__init__.py	5	32	8
pyro/contrib/gp/models/vgp.py	examples/hmm.py	5	21	45
pyro/contrib/gp/models/vgp.py	examples/baseball.py	5	21	46
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/__init__.py	5	21	14
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/kernels/__init__.py	5	21	12
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/likelihoods/__init__.py	5	21	8
pyro/contrib/gp/models/vgp.py	pyro/contrib/gp/models/__init__.py	5	21	11
pyro/contrib/gp/models/vsgp.py	examples/hmm.py	5	11	45
pyro/contrib/gp/models/vsgp.py	examples/baseball.py	5	11	46
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/kernels/brownian.py	5	8	12
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/kernels/coregionalize.py	5	8	9
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/kernels/dot_product.py	5	8	13
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/kernels/isotropic.py	5	8	14
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/kernels/periodic.py	5	8	12
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/kernels/static.py	5	8	13
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/likelihoods/binary.py	5	8	17
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/likelihoods/gaussian.py	5	8	18
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/likelihoods/multi_class.py	5	8	15
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/likelihoods/poisson.py	5	8	11
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/models/gplvm.py	5	8	12
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/models/gpr.py	5	8	27
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/models/model.py	5	8	24
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/models/sgpr.py	5	8	32
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/models/vgp.py	5	8	21
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/models/vsgp.py	5	8	11
pyro/contrib/gp/util.py	examples/contrib/gp/sv-dkl.py	5	19	34
pyro/contrib/timeseries/gp.py	pyro/contrib/timeseries/base.py	5	12	5
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/tracking/distributions.py	5	8	6
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/tracking/dynamic_models.py	5	8	7
pyro/contrib/tracking/measurements.py	pyro/contrib/tracking/dynamic_models.py	5	5	7
pyro/contrib/util.py	pyro/contrib/oed/eig.py	5	6	17
pyro/contrib/util.py	pyro/contrib/oed/util.py	5	6	8
pyro/distributions/__init__.py	pyro/contrib/gp/__init__.py	5	114	14
pyro/distributions/__init__.py	pyro/contrib/gp/models/__init__.py	5	114	11
pyro/distributions/conjugate.py	pyro/distributions/__init__.py	5	13	114
pyro/distributions/delta.py	examples/air/air.py	5	44	36
pyro/distributions/delta.py	examples/hmm.py	5	44	45
pyro/distributions/delta.py	pyro/contrib/gp/models/gpr.py	5	44	27
pyro/distributions/delta.py	pyro/contrib/gp/models/vgp.py	5	44	21
pyro/distributions/diag_normal_mixture.py	examples/hmm.py	5	8	45
pyro/distributions/diag_normal_mixture.py	pyro/distributions/delta.py	5	8	44
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/hmm.py	5	9	45
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/distributions/delta.py	5	9	44
pyro/distributions/empirical.py	pyro/contrib/gp/models/sgpr.py	5	13	32
pyro/distributions/hmm.py	examples/hmm.py	5	30	45
pyro/distributions/omt_mvn.py	examples/hmm.py	5	18	45
pyro/distributions/omt_mvn.py	pyro/distributions/avf_mvn.py	5	18	6
pyro/distributions/omt_mvn.py	pyro/distributions/diag_normal_mixture.py	5	18	8
pyro/distributions/omt_mvn.py	pyro/distributions/diag_normal_mixture_shared_cov.py	5	18	9
pyro/distributions/omt_mvn.py	examples/baseball.py	5	18	46
pyro/distributions/rejector.py	pyro/distributions/__init__.py	5	10	114
pyro/distributions/rejector.py	pyro/distributions/delta.py	5	10	44
pyro/distributions/relaxed_straight_through.py	examples/hmm.py	5	8	45
pyro/distributions/relaxed_straight_through.py	pyro/distributions/delta.py	5	8	44
pyro/distributions/relaxed_straight_through.py	pyro/distributions/diag_normal_mixture_shared_cov.py	5	8	9
pyro/distributions/relaxed_straight_through.py	pyro/distributions/omt_mvn.py	5	8	18
pyro/distributions/relaxed_straight_through.py	pyro/distributions/__init__.py	5	8	114
pyro/distributions/score_parts.py	pyro/distributions/rejector.py	5	7	10
pyro/distributions/testing/rejection_gamma.py	examples/dmm/dmm.py	5	19	56
pyro/distributions/testing/rejection_gamma.py	examples/hmm.py	5	19	45
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/diag_normal_mixture.py	5	19	8
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/diag_normal_mixture_shared_cov.py	5	19	9
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/relaxed_straight_through.py	5	19	8
pyro/distributions/torch.py	pyro/__init__.py	5	40	176
pyro/distributions/torch.py	pyro/distributions/hmm.py	5	40	30
pyro/distributions/torch.py	examples/dmm/dmm.py	5	40	56
pyro/distributions/torch.py	pyro/contrib/gp/kernels/isotropic.py	5	40	14
pyro/distributions/torch.py	pyro/distributions/testing/naive_dirichlet.py	5	40	7
pyro/distributions/torch_distribution.py	examples/hmm.py	5	39	45
pyro/distributions/torch_distribution.py	pyro/contrib/gp/likelihoods/binary.py	5	39	17
pyro/distributions/torch_distribution.py	pyro/contrib/gp/likelihoods/gaussian.py	5	39	18
pyro/distributions/torch_distribution.py	pyro/contrib/gp/likelihoods/multi_class.py	5	39	15
pyro/distributions/torch_distribution.py	pyro/contrib/gp/models/vsgp.py	5	39	11
pyro/distributions/torch_distribution.py	pyro/contrib/oed/eig.py	5	39	17
pyro/distributions/torch_distribution.py	pyro/distributions/mixture.py	5	39	8
pyro/distributions/torch_distribution.py	pyro/distributions/testing/naive_dirichlet.py	5	39	7
pyro/distributions/torch_distribution.py	pyro/distributions/rejector.py	5	39	10
pyro/distributions/torch_distribution.py	pyro/distributions/score_parts.py	5	39	7
pyro/distributions/torch_patch.py	examples/hmm.py	5	27	45
pyro/distributions/torch_transform.py	pyro/distributions/__init__.py	5	7	114
pyro/distributions/transforms/permute.py	pyro/distributions/__init__.py	5	13	114
pyro/distributions/transforms/polynomial.py	pyro/distributions/transforms/__init__.py	5	9	30
pyro/distributions/transforms/polynomial.py	pyro/distributions/transforms/batchnorm.py	5	9	7
pyro/distributions/transforms/spline.py	pyro/distributions/transforms/__init__.py	5	7	30
pyro/distributions/util.py	examples/dmm/dmm.py	5	62	56
pyro/distributions/util.py	examples/rsa/search_inference.py	5	62	9
pyro/distributions/util.py	pyro/contrib/gp/kernels/kernel.py	5	62	22
pyro/distributions/util.py	pyro/distributions/avf_mvn.py	5	62	6
pyro/distributions/util.py	pyro/distributions/diag_normal_mixture.py	5	62	8
pyro/distributions/util.py	pyro/distributions/diag_normal_mixture_shared_cov.py	5	62	9
pyro/distributions/util.py	pyro/distributions/relaxed_straight_through.py	5	62	8
pyro/distributions/util.py	pyro/distributions/spanning_tree.py	5	62	7
pyro/distributions/util.py	pyro/distributions/testing/naive_dirichlet.py	5	62	7
pyro/distributions/util.py	pyro/contrib/gp/__init__.py	5	62	14
pyro/distributions/util.py	pyro/distributions/rejector.py	5	62	10
pyro/distributions/util.py	pyro/distributions/score_parts.py	5	62	7
pyro/generic.py	examples/minipyro.py	5	7	26
pyro/infer/abstract_infer.py	examples/dmm/dmm.py	5	64	56
pyro/infer/abstract_infer.py	examples/hmm.py	5	64	45
pyro/infer/abstract_infer.py	examples/vae/ss_vae_M2.py	5	64	34
pyro/infer/abstract_infer.py	examples/vae/vae_comparison.py	5	64	29
pyro/infer/abstract_infer.py	pyro/contrib/gp/models/sgpr.py	5	64	32
pyro/infer/abstract_infer.py	pyro/distributions/omt_mvn.py	5	64	18
pyro/infer/abstract_infer.py	pyro/distributions/testing/rejection_exponential.py	5	64	9
pyro/infer/abstract_infer.py	examples/eight_schools/mcmc.py	5	64	29
pyro/infer/abstract_infer.py	examples/lkj.py	5	64	20
pyro/infer/abstract_infer.py	pyro/distributions/rejector.py	5	64	10
pyro/infer/elbo.py	examples/baseball.py	5	27	46
pyro/infer/elbo.py	examples/hmm.py	5	27	45
pyro/infer/elbo.py	pyro/distributions/distribution.py	5	27	44
pyro/infer/elbo.py	pyro/distributions/util.py	5	27	62
pyro/infer/enum.py	pyro/__init__.py	5	32	176
pyro/infer/enum.py	pyro/distributions/torch_distribution.py	5	32	39
pyro/infer/enum.py	pyro/infer/__init__.py	5	32	44
pyro/infer/enum.py	pyro/infer/abstract_infer.py	5	32	64
pyro/infer/enum.py	pyro/infer/discrete.py	5	32	11
pyro/infer/importance.py	pyro/infer/elbo.py	5	33	27
pyro/infer/importance.py	pyro/infer/enum.py	5	33	32
pyro/infer/mcmc/api.py	pyro/contrib/gp/models/model.py	5	24	24
pyro/infer/mcmc/hmc.py	examples/dmm/dmm.py	5	77	56
pyro/infer/mcmc/hmc.py	examples/vae/utils/mnist_cached.py	5	77	9
pyro/infer/mcmc/hmc.py	examples/vae/vae_comparison.py	5	77	29
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/models/gplvm.py	5	77	12
pyro/infer/mcmc/hmc.py	pyro/distributions/diag_normal_mixture.py	5	77	8
pyro/infer/mcmc/hmc.py	pyro/distributions/diag_normal_mixture_shared_cov.py	5	77	9
pyro/infer/mcmc/hmc.py	pyro/distributions/empirical.py	5	77	13
pyro/infer/mcmc/hmc.py	pyro/distributions/relaxed_straight_through.py	5	77	8
pyro/infer/mcmc/hmc.py	pyro/distributions/torch.py	5	77	40
pyro/infer/mcmc/hmc.py	profiler/distributions.py	5	77	11
pyro/infer/mcmc/hmc.py	pyro/distributions/torch_patch.py	5	77	27
pyro/infer/mcmc/logger.py	pyro/infer/mcmc/hmc.py	5	12	77
pyro/infer/mcmc/logger.py	examples/baseball.py	5	12	46
pyro/infer/mcmc/nuts.py	examples/dmm/dmm.py	5	59	56
pyro/infer/mcmc/nuts.py	examples/vae/ss_vae_M2.py	5	59	34
pyro/infer/mcmc/nuts.py	examples/vae/utils/mnist_cached.py	5	59	9
pyro/infer/mcmc/nuts.py	examples/vae/vae_comparison.py	5	59	29
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/kernels/kernel.py	5	59	22
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/models/gplvm.py	5	59	12
pyro/infer/mcmc/nuts.py	pyro/distributions/diag_normal_mixture.py	5	59	8
pyro/infer/mcmc/nuts.py	pyro/distributions/diag_normal_mixture_shared_cov.py	5	59	9
pyro/infer/mcmc/nuts.py	pyro/distributions/empirical.py	5	59	13
pyro/infer/mcmc/nuts.py	pyro/distributions/omt_mvn.py	5	59	18
pyro/infer/mcmc/nuts.py	pyro/distributions/relaxed_straight_through.py	5	59	8
pyro/infer/mcmc/util.py	examples/eight_schools/mcmc.py	5	35	29
pyro/infer/renyi_elbo.py	examples/hmm.py	5	14	45
pyro/infer/renyi_elbo.py	pyro/infer/abstract_infer.py	5	14	64
pyro/infer/renyi_elbo.py	pyro/infer/importance.py	5	14	33
pyro/infer/renyi_elbo.py	pyro/infer/mcmc/hmc.py	5	14	77
pyro/infer/renyi_elbo.py	pyro/infer/elbo.py	5	14	27
pyro/infer/renyi_elbo.py	pyro/infer/enum.py	5	14	32
pyro/infer/reparam/__init__.py	pyro/distributions/hmm.py	5	10	30
pyro/infer/reparam/stable.py	pyro/infer/reparam/__init__.py	5	8	10
pyro/infer/reparam/stable.py	pyro/distributions/hmm.py	5	8	30
pyro/infer/svi.py	examples/contrib/gp/sv-dkl.py	5	28	34
pyro/infer/svi.py	pyro/contrib/gp/models/gpr.py	5	28	27
pyro/infer/svi.py	pyro/contrib/oed/eig.py	5	28	17
pyro/infer/svi.py	pyro/distributions/delta.py	5	28	44
pyro/infer/svi.py	pyro/distributions/util.py	5	28	62
pyro/infer/svi.py	pyro/infer/mcmc/hmc.py	5	28	77
pyro/infer/svi.py	examples/inclined_plane.py	5	28	35
pyro/infer/svi.py	pyro/infer/enum.py	5	28	32
pyro/infer/trace_elbo.py	examples/hmm.py	5	59	45
pyro/infer/trace_elbo.py	pyro/distributions/__init__.py	5	59	114
pyro/infer/trace_elbo.py	pyro/distributions/score_parts.py	5	59	7
pyro/infer/trace_elbo.py	pyro/distributions/torch_distribution.py	5	59	39
pyro/infer/trace_mean_field_elbo.py	pyro/infer/__init__.py	5	10	44
pyro/infer/trace_mean_field_elbo.py	pyro/infer/elbo.py	5	10	27
pyro/infer/trace_mean_field_elbo.py	pyro/infer/trace_elbo.py	5	10	59
pyro/infer/traceenum_elbo.py	examples/dmm/dmm.py	5	64	56
pyro/infer/traceenum_elbo.py	pyro/distributions/delta.py	5	64	44
pyro/infer/traceenum_elbo.py	pyro/distributions/omt_mvn.py	5	64	18
pyro/infer/traceenum_elbo.py	pyro/infer/abstract_infer.py	5	64	64
pyro/infer/traceenum_elbo.py	pyro/distributions/distribution.py	5	64	44
pyro/infer/tracegraph_elbo.py	pyro/distributions/omt_mvn.py	5	70	18
pyro/infer/util.py	pyro/distributions/torch.py	5	49	40
pyro/infer/util.py	pyro/infer/mcmc/util.py	5	49	35
pyro/infer/util.py	examples/dmm/dmm.py	5	49	56
pyro/infer/util.py	pyro/distributions/delta.py	5	49	44
pyro/infer/util.py	pyro/distributions/omt_mvn.py	5	49	18
pyro/infer/util.py	pyro/distributions/distribution.py	5	49	44
pyro/infer/util.py	pyro/infer/elbo.py	5	49	27
pyro/nn/__init__.py	pyro/infer/abstract_infer.py	5	16	64
pyro/nn/auto_reg_nn.py	pyro/distributions/delta.py	5	25	44
pyro/nn/auto_reg_nn.py	pyro/infer/mcmc/hmc.py	5	25	77
pyro/nn/auto_reg_nn.py	pyro/infer/mcmc/nuts.py	5	25	59
pyro/nn/auto_reg_nn.py	pyro/infer/elbo.py	5	25	27
pyro/nn/auto_reg_nn.py	pyro/infer/trace_elbo.py	5	25	59
pyro/nn/dense_nn.py	pyro/distributions/transforms/affine_coupling.py	5	6	13
pyro/nn/dense_nn.py	pyro/nn/__init__.py	5	6	16
pyro/ops/contract.py	pyro/distributions/util.py	5	21	62
pyro/ops/contract.py	pyro/infer/abstract_infer.py	5	21	64
pyro/ops/contract.py	pyro/infer/renyi_elbo.py	5	21	14
pyro/ops/contract.py	pyro/__init__.py	5	21	176
pyro/ops/contract.py	pyro/infer/tracegraph_elbo.py	5	21	70
pyro/ops/einsum/torch_map.py	pyro/ops/einsum/adjoint.py	5	5	7
pyro/ops/einsum/torch_sample.py	pyro/ops/einsum/adjoint.py	5	5	7
pyro/ops/gaussian.py	pyro/distributions/__init__.py	5	12	114
pyro/ops/jit.py	pyro/infer/trace_mean_field_elbo.py	5	9	10
pyro/ops/packed.py	examples/hmm.py	5	10	45
pyro/ops/rings.py	pyro/infer/util.py	5	10	49
pyro/ops/rings.py	pyro/ops/einsum/adjoint.py	5	10	7
pyro/ops/rings.py	pyro/ops/einsum/torch_map.py	5	10	5
pyro/optim/__init__.py	pyro/contrib/__init__.py	5	17	17
pyro/optim/__init__.py	pyro/infer/abstract_infer.py	5	17	64
pyro/optim/clipped_adam.py	pyro/distributions/omt_mvn.py	5	10	18
pyro/optim/clipped_adam.py	pyro/distributions/testing/rejection_gamma.py	5	10	19
pyro/optim/clipped_adam.py	pyro/infer/mcmc/hmc.py	5	10	77
pyro/optim/clipped_adam.py	pyro/infer/util.py	5	10	49
pyro/optim/clipped_adam.py	pyro/distributions/distribution.py	5	10	44
pyro/optim/clipped_adam.py	pyro/infer/trace_elbo.py	5	10	59
pyro/optim/optim.py	pyro/contrib/__init__.py	5	24	17
pyro/optim/optim.py	pyro/contrib/gp/models/sgpr.py	5	24	32
pyro/optim/optim.py	pyro/distributions/delta.py	5	24	44
pyro/optim/optim.py	pyro/distributions/omt_mvn.py	5	24	18
pyro/optim/optim.py	pyro/distributions/testing/rejection_exponential.py	5	24	9
pyro/optim/optim.py	pyro/distributions/util.py	5	24	62
pyro/optim/optim.py	pyro/optim/clipped_adam.py	5	24	10
pyro/optim/optim.py	pyro/infer/__init__.py	5	24	44
pyro/optim/optim.py	pyro/infer/elbo.py	5	24	27
pyro/optim/optim.py	pyro/infer/trace_elbo.py	5	24	59
pyro/optim/optim.py	pyro/nn/__init__.py	5	24	16
pyro/params/__init__.py	pyro/infer/__init__.py	5	12	44
pyro/params/param_store.py	pyro/infer/abstract_infer.py	5	38	64
pyro/params/param_store.py	pyro/infer/traceenum_elbo.py	5	38	64
pyro/params/param_store.py	pyro/optim/clipped_adam.py	5	38	10
pyro/params/param_store.py	pyro/optim/__init__.py	5	38	17
pyro/poutine/__init__.py	pyro/infer/elbo.py	5	64	27
pyro/poutine/__init__.py	pyro/infer/mcmc/nuts.py	5	64	59
pyro/poutine/__init__.py	pyro/nn/__init__.py	5	64	16
pyro/poutine/__init__.py	pyro/optim/__init__.py	5	64	17
pyro/poutine/__init__.py	pyro/optim/optim.py	5	64	24
pyro/poutine/__init__.py	pyro/params/__init__.py	5	64	12
pyro/poutine/block_messenger.py	pyro/infer/mcmc/hmc.py	5	12	77
pyro/poutine/block_messenger.py	pyro/infer/mcmc/nuts.py	5	12	59
pyro/poutine/broadcast_messenger.py	pyro/infer/mcmc/hmc.py	5	9	77
pyro/poutine/broadcast_messenger.py	pyro/infer/traceenum_elbo.py	5	9	64
pyro/poutine/broadcast_messenger.py	pyro/poutine/__init__.py	5	9	64
pyro/poutine/condition_messenger.py	pyro/poutine/block_messenger.py	5	7	12
pyro/poutine/escape_messenger.py	pyro/poutine/__init__.py	5	6	64
pyro/poutine/handlers.py	pyro/infer/mcmc/api.py	5	30	24
pyro/poutine/handlers.py	pyro/infer/mcmc/util.py	5	30	35
pyro/poutine/handlers.py	pyro/distributions/torch_distribution.py	5	30	39
pyro/poutine/handlers.py	pyro/distributions/util.py	5	30	62
pyro/poutine/handlers.py	pyro/infer/elbo.py	5	30	27
pyro/poutine/handlers.py	pyro/infer/tracegraph_elbo.py	5	30	70
pyro/poutine/handlers.py	pyro/infer/util.py	5	30	49
pyro/poutine/handlers.py	pyro/ops/contract.py	5	30	21
pyro/poutine/handlers.py	pyro/poutine/condition_messenger.py	5	30	7
pyro/poutine/indep_messenger.py	examples/hmm.py	5	11	45
pyro/poutine/indep_messenger.py	pyro/infer/mcmc/nuts.py	5	11	59
pyro/poutine/indep_messenger.py	pyro/ops/contract.py	5	11	21
pyro/poutine/indep_messenger.py	pyro/poutine/escape_messenger.py	5	11	6
pyro/poutine/indep_messenger.py	pyro/infer/tracegraph_elbo.py	5	11	70
pyro/poutine/indep_messenger.py	pyro/poutine/broadcast_messenger.py	5	11	9
pyro/poutine/infer_config_messenger.py	pyro/poutine/block_messenger.py	5	5	12
pyro/poutine/infer_config_messenger.py	pyro/poutine/condition_messenger.py	5	5	7
pyro/poutine/lift_messenger.py	pyro/poutine/block_messenger.py	5	9	12
pyro/poutine/lift_messenger.py	pyro/poutine/condition_messenger.py	5	9	7
pyro/poutine/lift_messenger.py	pyro/poutine/infer_config_messenger.py	5	9	5
pyro/poutine/markov_messenger.py	examples/hmm.py	5	7	45
pyro/poutine/markov_messenger.py	pyro/infer/traceenum_elbo.py	5	7	64
pyro/poutine/markov_messenger.py	pyro/poutine/handlers.py	5	7	30
pyro/poutine/mask_messenger.py	pyro/distributions/torch_distribution.py	5	7	39
pyro/poutine/mask_messenger.py	pyro/distributions/util.py	5	7	62
pyro/poutine/mask_messenger.py	pyro/infer/traceenum_elbo.py	5	7	64
pyro/poutine/mask_messenger.py	pyro/poutine/handlers.py	5	7	30
pyro/poutine/messenger.py	pyro/infer/abstract_infer.py	5	14	64
pyro/poutine/messenger.py	pyro/infer/mcmc/hmc.py	5	14	77
pyro/poutine/messenger.py	pyro/infer/mcmc/nuts.py	5	14	59
pyro/poutine/messenger.py	pyro/poutine/indep_messenger.py	5	14	11
pyro/poutine/messenger.py	pyro/poutine/lift_messenger.py	5	14	9
pyro/poutine/messenger.py	pyro/poutine/__init__.py	5	14	64
pyro/poutine/plate_messenger.py	pyro/infer/mcmc/hmc.py	5	5	77
pyro/poutine/plate_messenger.py	pyro/poutine/indep_messenger.py	5	5	11
pyro/poutine/replay_messenger.py	pyro/infer/traceenum_elbo.py	5	6	64
pyro/poutine/replay_messenger.py	pyro/poutine/block_messenger.py	5	6	12
pyro/poutine/replay_messenger.py	pyro/poutine/condition_messenger.py	5	6	7
pyro/poutine/replay_messenger.py	pyro/poutine/infer_config_messenger.py	5	6	5
pyro/poutine/replay_messenger.py	pyro/poutine/lift_messenger.py	5	6	9
pyro/poutine/runtime.py	pyro/infer/mcmc/hmc.py	5	16	77
pyro/poutine/runtime.py	pyro/infer/mcmc/nuts.py	5	16	59
pyro/poutine/scale_messenger.py	pyro/poutine/block_messenger.py	5	6	12
pyro/poutine/scale_messenger.py	pyro/poutine/condition_messenger.py	5	6	7
pyro/poutine/scale_messenger.py	pyro/poutine/infer_config_messenger.py	5	6	5
pyro/poutine/scale_messenger.py	pyro/poutine/lift_messenger.py	5	6	9
pyro/poutine/scale_messenger.py	pyro/poutine/mask_messenger.py	5	6	7
pyro/poutine/scale_messenger.py	pyro/poutine/replay_messenger.py	5	6	6
pyro/poutine/subsample_messenger.py	pyro/__init__.py	5	13	176
pyro/poutine/subsample_messenger.py	pyro/distributions/torch.py	5	13	40
pyro/poutine/subsample_messenger.py	pyro/infer/mcmc/nuts.py	5	13	59
pyro/poutine/subsample_messenger.py	pyro/infer/util.py	5	13	49
pyro/poutine/subsample_messenger.py	pyro/ops/contract.py	5	13	21
pyro/poutine/subsample_messenger.py	pyro/poutine/plate_messenger.py	5	13	5
pyro/poutine/subsample_messenger.py	pyro/infer/tracegraph_elbo.py	5	13	70
pyro/poutine/subsample_messenger.py	pyro/poutine/broadcast_messenger.py	5	13	9
pyro/poutine/trace_messenger.py	examples/vae/vae_comparison.py	5	15	29
pyro/poutine/trace_messenger.py	pyro/infer/abstract_infer.py	5	15	64
pyro/poutine/trace_messenger.py	pyro/infer/mcmc/hmc.py	5	15	77
pyro/poutine/trace_messenger.py	pyro/infer/mcmc/nuts.py	5	15	59
pyro/poutine/trace_messenger.py	pyro/infer/traceenum_elbo.py	5	15	64
pyro/poutine/trace_messenger.py	pyro/poutine/escape_messenger.py	5	15	6
pyro/poutine/trace_messenger.py	pyro/poutine/infer_config_messenger.py	5	15	5
pyro/poutine/trace_messenger.py	pyro/poutine/lift_messenger.py	5	15	9
pyro/poutine/trace_messenger.py	pyro/poutine/replay_messenger.py	5	15	6
pyro/poutine/trace_messenger.py	pyro/poutine/scale_messenger.py	5	15	6
pyro/poutine/trace_messenger.py	pyro/infer/enum.py	5	15	32
pyro/poutine/trace_messenger.py	pyro/poutine/__init__.py	5	15	64
pyro/poutine/trace_struct.py	examples/hmm.py	5	22	45
pyro/poutine/trace_struct.py	examples/vae/vae_comparison.py	5	22	29
pyro/poutine/trace_struct.py	pyro/distributions/torch_distribution.py	5	22	39
pyro/poutine/trace_struct.py	pyro/distributions/util.py	5	22	62
pyro/poutine/trace_struct.py	pyro/infer/mcmc/util.py	5	22	35
pyro/poutine/trace_struct.py	pyro/poutine/block_messenger.py	5	22	12
pyro/poutine/trace_struct.py	pyro/poutine/runtime.py	5	22	16
pyro/poutine/util.py	pyro/infer/mcmc/hmc.py	5	13	77
pyro/poutine/util.py	pyro/infer/trace_elbo.py	5	13	59
pyro/poutine/util.py	pyro/infer/tracegraph_elbo.py	5	13	70
pyro/poutine/util.py	pyro/poutine/indep_messenger.py	5	13	11
pyro/poutine/util.py	pyro/poutine/messenger.py	5	13	14
pyro/poutine/util.py	pyro/poutine/trace_struct.py	5	13	22
pyro/primitives.py	examples/air/air.py	5	35	36
pyro/primitives.py	pyro/contrib/gp/kernels/kernel.py	5	35	22
pyro/primitives.py	pyro/contrib/gp/models/model.py	5	35	24
pyro/primitives.py	pyro/contrib/oed/eig.py	5	35	17
pyro/primitives.py	pyro/distributions/torch_distribution.py	5	35	39
pyro/primitives.py	pyro/distributions/util.py	5	35	62
pyro/primitives.py	pyro/infer/mcmc/util.py	5	35	35
pyro/primitives.py	pyro/infer/renyi_elbo.py	5	35	14
pyro/primitives.py	pyro/infer/traceenum_elbo.py	5	35	64
pyro/primitives.py	pyro/nn/auto_reg_nn.py	5	35	25
pyro/primitives.py	pyro/ops/contract.py	5	35	21
pyro/primitives.py	pyro/poutine/condition_messenger.py	5	35	7
pyro/primitives.py	pyro/poutine/plate_messenger.py	5	35	5
pyro/primitives.py	pyro/poutine/scale_messenger.py	5	35	6
pyro/primitives.py	pyro/infer/tracegraph_elbo.py	5	35	70
pyro/primitives.py	pyro/params/__init__.py	5	35	12
pyro/util.py	pyro/contrib/gp/likelihoods/binary.py	5	141	17
pyro/util.py	pyro/contrib/gp/likelihoods/multi_class.py	5	141	15
pyro/util.py	pyro/contrib/gp/models/gplvm.py	5	141	12
pyro/util.py	pyro/contrib/gp/models/vsgp.py	5	141	11
pyro/util.py	pyro/distributions/omt_mvn.py	5	141	18
pyro/util.py	pyro/infer/mcmc/api.py	5	141	24
pyro/util.py	pyro/infer/renyi_elbo.py	5	141	14
pyro/util.py	pyro/infer/svi.py	5	141	28
pyro/util.py	pyro/poutine/block_messenger.py	5	141	12
pyro/util.py	pyro/poutine/escape_messenger.py	5	141	6
pyro/util.py	pyro/poutine/trace_messenger.py	5	141	15
pyro/util.py	examples/dmm/polyphonic_data_loader.py	5	141	16
pyro/util.py	examples/eight_schools/mcmc.py	5	141	29
pyro/util.py	pyro/optim/__init__.py	5	141	17
pyro/util.py	pyro/poutine/broadcast_messenger.py	5	141	9
setup.py	pyro/optim/__init__.py	5	104	17
setup.py	pyro/distributions/torch_patch.py	5	104	27
setup.py	examples/vae/utils/mnist_cached.py	5	104	9
setup.py	profiler/distributions.py	5	104	11
setup.py	pyro/contrib/gp/models/sgpr.py	5	104	32
setup.py	pyro/distributions/delta.py	5	104	44
setup.py	pyro/infer/mcmc/hmc.py	5	104	77
setup.py	pyro/infer/svi.py	5	104	28
setup.py	pyro/ops/einsum/__init__.py	5	104	13
setup.py	pyro/params/param_store.py	5	104	38
setup.py	pyro/poutine/__init__.py	5	104	64
tutorial/source/easyguide.ipynb	setup.py	5	15	104
tutorial/source/ekf.ipynb	setup.py	5	23	104
tutorial/source/enumeration.ipynb	setup.py	5	27	104
tutorial/source/jit.ipynb	setup.py	5	23	104
tutorial/source/search_inference.py	pyro/distributions/empirical.py	5	7	13
tutorial/source/ss-vae.ipynb	examples/dmm/dmm.py	5	26	56
tutorial/source/ss-vae.ipynb	pyro/infer/trace_elbo.py	5	26	59
tutorial/source/tensor_shapes.ipynb	tutorial/source/svi_part_ii.ipynb	5	39	19
tutorial/source/vae.ipynb	examples/air/air.py	5	49	36
tutorial/source/vae.ipynb	pyro/util.py	5	49	141
examples/dmm/dmm.py	examples/air/modules.py	4	56	6
examples/dmm/polyphonic_data_loader.py	examples/baseball.py	4	16	46
examples/mixed_hmm/seal_data.py	examples/baseball.py	4	5	46
examples/rsa/semantic_parsing.py	examples/rsa/search_inference.py	4	20	9
examples/sparse_gamma_def.py	examples/air/air.py	4	28	36
examples/sparse_gamma_def.py	examples/capture_recapture/cjs.py	4	28	9
examples/sparse_regression.py	examples/capture_recapture/cjs.py	4	18	9
examples/vae/utils/vae_plots.py	examples/vae/ss_vae_M2.py	4	4	34
examples/vae/vae_comparison.py	examples/vae/utils/custom_mlp.py	4	29	6
profiler/distributions.py	examples/air/air.py	4	11	36
pyro/contrib/easyguide/easyguide.py	pyro/contrib/__init__.py	4	9	17
pyro/contrib/epidemiology/distributions.py	examples/contrib/epidemiology/sir.py	4	9	21
pyro/contrib/epidemiology/models.py	pyro/contrib/epidemiology/__init__.py	4	9	13
pyro/contrib/examples/util.py	examples/baseball.py	4	9	46
pyro/contrib/examples/util.py	examples/sparse_gamma_def.py	4	9	28
pyro/contrib/examples/util.py	examples/vae/utils/mnist_cached.py	4	9	9
pyro/contrib/forecast/forecaster.py	pyro/contrib/forecast/evaluate.py	4	14	8
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/gp/kernels/__init__.py	4	9	12
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/gp/__init__.py	4	13	14
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/__init__.py	4	12	17
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/__init__.py	4	8	17
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/gp/kernels/brownian.py	4	8	12
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/gp/kernels/dot_product.py	4	8	13
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/gp/kernels/isotropic.py	4	8	14
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/gp/kernels/kernel.py	4	8	22
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/gp/kernels/periodic.py	4	8	12
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/gp/kernels/static.py	4	8	13
pyro/contrib/gp/likelihoods/binary.py	examples/air/air.py	4	17	36
pyro/contrib/gp/likelihoods/binary.py	examples/hmm.py	4	17	45
pyro/contrib/gp/likelihoods/binary.py	examples/sparse_gamma_def.py	4	17	28
pyro/contrib/gp/likelihoods/binary.py	examples/vae/ss_vae_M2.py	4	17	34
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/__init__.py	4	17	17
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/gp/kernels/__init__.py	4	17	12
pyro/contrib/gp/likelihoods/gaussian.py	examples/air/air.py	4	18	36
pyro/contrib/gp/likelihoods/gaussian.py	examples/hmm.py	4	18	45
pyro/contrib/gp/likelihoods/gaussian.py	examples/sparse_gamma_def.py	4	18	28
pyro/contrib/gp/likelihoods/gaussian.py	examples/vae/ss_vae_M2.py	4	18	34
pyro/contrib/gp/likelihoods/gaussian.py	examples/vae/vae.py	4	18	29
pyro/contrib/gp/likelihoods/gaussian.py	examples/vae/vae_comparison.py	4	18	29
pyro/contrib/gp/likelihoods/gaussian.py	examples/baseball.py	4	18	46
pyro/contrib/gp/likelihoods/gaussian.py	pyro/__init__.py	4	18	176
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/__init__.py	4	18	17
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/gp/__init__.py	4	18	14
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/gp/kernels/coregionalize.py	4	12	9
pyro/contrib/gp/likelihoods/likelihood.py	pyro/__init__.py	4	12	176
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/gp/__init__.py	4	12	14
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/gp/kernels/__init__.py	4	12	12
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/gp/likelihoods/__init__.py	4	12	8
pyro/contrib/gp/likelihoods/multi_class.py	examples/air/air.py	4	15	36
pyro/contrib/gp/likelihoods/multi_class.py	examples/dmm/dmm.py	4	15	56
pyro/contrib/gp/likelihoods/multi_class.py	examples/hmm.py	4	15	45
pyro/contrib/gp/likelihoods/multi_class.py	examples/sparse_gamma_def.py	4	15	28
pyro/contrib/gp/likelihoods/multi_class.py	examples/vae/ss_vae_M2.py	4	15	34
pyro/contrib/gp/likelihoods/multi_class.py	examples/vae/vae.py	4	15	29
pyro/contrib/gp/likelihoods/multi_class.py	examples/vae/vae_comparison.py	4	15	29
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/__init__.py	4	15	17
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/gp/kernels/__init__.py	4	15	12
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/gp/likelihoods/__init__.py	4	15	8
pyro/contrib/gp/likelihoods/poisson.py	examples/hmm.py	4	11	45
pyro/contrib/gp/likelihoods/poisson.py	examples/sparse_gamma_def.py	4	11	28
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/gp/kernels/kernel.py	4	11	22
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/gp/likelihoods/likelihood.py	4	11	12
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/gp/likelihoods/__init__.py	4	11	8
pyro/contrib/gp/models/__init__.py	pyro/contrib/gp/kernels/periodic.py	4	11	12
pyro/contrib/gp/models/__init__.py	pyro/contrib/gp/likelihoods/gaussian.py	4	11	18
pyro/contrib/gp/models/__init__.py	pyro/contrib/gp/likelihoods/likelihood.py	4	11	12
pyro/contrib/gp/models/gplvm.py	examples/sparse_gamma_def.py	4	12	28
pyro/contrib/gp/models/gplvm.py	pyro/contrib/gp/likelihoods/likelihood.py	4	12	12
pyro/contrib/gp/models/gplvm.py	examples/baseball.py	4	12	46
pyro/contrib/gp/models/gpr.py	examples/air/air.py	4	27	36
pyro/contrib/gp/models/gpr.py	examples/dmm/dmm.py	4	27	56
pyro/contrib/gp/models/gpr.py	examples/rsa/search_inference.py	4	27	9
pyro/contrib/gp/models/gpr.py	examples/sparse_gamma_def.py	4	27	28
pyro/contrib/gp/models/gpr.py	examples/vae/ss_vae_M2.py	4	27	34
pyro/contrib/gp/models/gpr.py	examples/vae/vae.py	4	27	29
pyro/contrib/gp/models/gpr.py	examples/vae/vae_comparison.py	4	27	29
pyro/contrib/gp/models/gpr.py	examples/eight_schools/mcmc.py	4	27	29
pyro/contrib/gp/models/gpr.py	pyro/__init__.py	4	27	176
pyro/contrib/gp/models/gpr.py	pyro/contrib/__init__.py	4	27	17
pyro/contrib/gp/models/model.py	examples/eight_schools/mcmc.py	4	24	29
pyro/contrib/gp/models/model.py	pyro/contrib/gp/likelihoods/__init__.py	4	24	8
pyro/contrib/gp/models/sgpr.py	examples/dmm/dmm.py	4	32	56
pyro/contrib/gp/models/sgpr.py	examples/sparse_gamma_def.py	4	32	28
pyro/contrib/gp/models/sgpr.py	examples/vae/utils/mnist_cached.py	4	32	9
pyro/contrib/gp/models/sgpr.py	examples/vae/vae.py	4	32	29
pyro/contrib/gp/models/sgpr.py	examples/eight_schools/mcmc.py	4	32	29
pyro/contrib/gp/models/sgpr.py	pyro/contrib/__init__.py	4	32	17
pyro/contrib/gp/models/vgp.py	examples/air/air.py	4	21	36
pyro/contrib/gp/models/vgp.py	examples/dmm/dmm.py	4	21	56
pyro/contrib/gp/models/vgp.py	examples/rsa/search_inference.py	4	21	9
pyro/contrib/gp/models/vgp.py	examples/sparse_gamma_def.py	4	21	28
pyro/contrib/gp/models/vgp.py	examples/vae/ss_vae_M2.py	4	21	34
pyro/contrib/gp/models/vgp.py	examples/vae/vae.py	4	21	29
pyro/contrib/gp/models/vgp.py	examples/vae/vae_comparison.py	4	21	29
pyro/contrib/gp/models/vgp.py	examples/eight_schools/mcmc.py	4	21	29
pyro/contrib/gp/models/vgp.py	pyro/__init__.py	4	21	176
pyro/contrib/gp/models/vsgp.py	examples/rsa/search_inference.py	4	11	9
pyro/contrib/gp/models/vsgp.py	examples/sparse_gamma_def.py	4	11	28
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/likelihoods/likelihood.py	4	11	12
pyro/contrib/gp/models/vsgp.py	examples/eight_schools/mcmc.py	4	11	29
pyro/contrib/gp/parameterized.py	examples/contrib/gp/sv-dkl.py	4	8	34
pyro/contrib/gp/parameterized.py	examples/hmm.py	4	8	45
pyro/contrib/gp/parameterized.py	examples/sparse_gamma_def.py	4	8	28
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/kernels/kernel.py	4	8	22
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/likelihoods/likelihood.py	4	8	12
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/__init__.py	4	8	14
pyro/contrib/gp/util.py	examples/eight_schools/mcmc.py	4	19	29
pyro/contrib/gp/util.py	pyro/contrib/gp/kernels/coregionalize.py	4	19	9
pyro/contrib/gp/util.py	pyro/contrib/gp/likelihoods/poisson.py	4	19	11
pyro/contrib/gp/util.py	pyro/contrib/gp/models/__init__.py	4	19	11
pyro/contrib/minipyro.py	examples/hmm.py	4	17	45
pyro/contrib/oed/eig.py	examples/sparse_gamma_def.py	4	17	28
pyro/contrib/oed/eig.py	pyro/contrib/gp/models/gplvm.py	4	17	12
pyro/contrib/oed/eig.py	pyro/contrib/gp/models/gpr.py	4	17	27
pyro/contrib/oed/eig.py	pyro/contrib/gp/models/sgpr.py	4	17	32
pyro/contrib/oed/eig.py	pyro/contrib/gp/models/vgp.py	4	17	21
pyro/contrib/oed/eig.py	pyro/contrib/gp/models/vsgp.py	4	17	11
pyro/contrib/oed/eig.py	pyro/contrib/gp/parameterized.py	4	17	8
pyro/contrib/oed/eig.py	pyro/contrib/__init__.py	4	17	17
pyro/contrib/oed/eig.py	pyro/contrib/oed/__init__.py	4	17	6
pyro/contrib/timeseries/lgssm.py	pyro/contrib/timeseries/base.py	4	8	5
pyro/contrib/timeseries/lgssm.py	pyro/contrib/timeseries/__init__.py	4	8	9
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/timeseries/base.py	4	7	5
pyro/contrib/tracking/assignment.py	examples/hmm.py	4	9	45
pyro/contrib/tracking/assignment.py	pyro/contrib/minipyro.py	4	9	17
pyro/contrib/tracking/distributions.py	examples/hmm.py	4	6	45
pyro/contrib/tracking/distributions.py	pyro/contrib/minipyro.py	4	6	17
pyro/contrib/tracking/distributions.py	pyro/contrib/tracking/assignment.py	4	6	9
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/tracking/distributions.py	4	7	6
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/kernels/dot_product.py	4	8	13
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/kernels/kernel.py	4	8	22
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/kernels/static.py	4	8	13
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/likelihoods/gaussian.py	4	8	18
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/models/model.py	4	8	24
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/models/sgpr.py	4	8	32
pyro/contrib/tracking/measurements.py	pyro/contrib/tracking/extended_kalman_filter.py	4	5	8
pyro/distributions/__init__.py	examples/hmm.py	4	114	45
pyro/distributions/__init__.py	profiler/distributions.py	4	114	11
pyro/distributions/__init__.py	pyro/contrib/__init__.py	4	114	17
pyro/distributions/__init__.py	pyro/contrib/gp/kernels/__init__.py	4	114	12
pyro/distributions/__init__.py	pyro/contrib/gp/kernels/kernel.py	4	114	22
pyro/distributions/__init__.py	pyro/contrib/gp/models/gpr.py	4	114	27
pyro/distributions/__init__.py	pyro/contrib/gp/models/vgp.py	4	114	21
pyro/distributions/__init__.py	pyro/contrib/gp/models/vsgp.py	4	114	11
pyro/distributions/avf_mvn.py	examples/hmm.py	4	6	45
pyro/distributions/avf_mvn.py	examples/rsa/search_inference.py	4	6	9
pyro/distributions/avf_mvn.py	pyro/contrib/gp/models/gpr.py	4	6	27
pyro/distributions/avf_mvn.py	pyro/contrib/gp/models/sgpr.py	4	6	32
pyro/distributions/avf_mvn.py	pyro/contrib/gp/models/vgp.py	4	6	21
pyro/distributions/avf_mvn.py	pyro/contrib/gp/models/vsgp.py	4	6	11
pyro/distributions/avf_mvn.py	pyro/contrib/minipyro.py	4	6	17
pyro/distributions/avf_mvn.py	pyro/contrib/tracking/assignment.py	4	6	9
pyro/distributions/avf_mvn.py	pyro/contrib/tracking/distributions.py	4	6	6
pyro/distributions/avf_mvn.py	examples/baseball.py	4	6	46
pyro/distributions/conjugate.py	pyro/contrib/epidemiology/compartmental.py	4	13	33
pyro/distributions/conjugate.py	pyro/contrib/epidemiology/distributions.py	4	13	9
pyro/distributions/conjugate.py	examples/hmm.py	4	13	45
pyro/distributions/conjugate.py	pyro/contrib/minipyro.py	4	13	17
pyro/distributions/conjugate.py	pyro/contrib/tracking/assignment.py	4	13	9
pyro/distributions/conjugate.py	pyro/contrib/tracking/distributions.py	4	13	6
pyro/distributions/conjugate.py	pyro/distributions/avf_mvn.py	4	13	6
pyro/distributions/delta.py	examples/contrib/gp/sv-dkl.py	4	44	34
pyro/distributions/delta.py	pyro/contrib/gp/likelihoods/binary.py	4	44	17
pyro/distributions/delta.py	pyro/contrib/gp/likelihoods/gaussian.py	4	44	18
pyro/distributions/delta.py	pyro/contrib/gp/likelihoods/likelihood.py	4	44	12
pyro/distributions/delta.py	pyro/contrib/gp/likelihoods/multi_class.py	4	44	15
pyro/distributions/delta.py	pyro/contrib/gp/models/gplvm.py	4	44	12
pyro/distributions/delta.py	pyro/contrib/gp/models/model.py	4	44	24
pyro/distributions/delta.py	pyro/contrib/gp/models/vsgp.py	4	44	11
pyro/distributions/delta.py	pyro/contrib/minipyro.py	4	44	17
pyro/distributions/delta.py	pyro/contrib/oed/eig.py	4	44	17
pyro/distributions/delta.py	pyro/contrib/tracking/assignment.py	4	44	9
pyro/distributions/delta.py	pyro/contrib/tracking/distributions.py	4	44	6
pyro/distributions/delta.py	pyro/distributions/avf_mvn.py	4	44	6
pyro/distributions/delta.py	pyro/distributions/conjugate.py	4	44	13
pyro/distributions/delta.py	examples/baseball.py	4	44	46
pyro/distributions/delta.py	pyro/contrib/gp/util.py	4	44	19
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/models/gplvm.py	4	8	12
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/models/gpr.py	4	8	27
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/models/sgpr.py	4	8	32
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/models/vgp.py	4	8	21
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/models/vsgp.py	4	8	11
pyro/distributions/diag_normal_mixture.py	pyro/contrib/minipyro.py	4	8	17
pyro/distributions/diag_normal_mixture.py	pyro/contrib/oed/eig.py	4	8	17
pyro/distributions/diag_normal_mixture.py	pyro/contrib/tracking/assignment.py	4	8	9
pyro/distributions/diag_normal_mixture.py	pyro/contrib/tracking/distributions.py	4	8	6
pyro/distributions/diag_normal_mixture.py	pyro/distributions/avf_mvn.py	4	8	6
pyro/distributions/diag_normal_mixture.py	pyro/distributions/conjugate.py	4	8	13
pyro/distributions/diag_normal_mixture.py	examples/baseball.py	4	8	46
pyro/distributions/diag_normal_mixture.py	pyro/distributions/__init__.py	4	8	114
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/models/gplvm.py	4	9	12
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/models/gpr.py	4	9	27
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/models/sgpr.py	4	9	32
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/models/vgp.py	4	9	21
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/models/vsgp.py	4	9	11
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/minipyro.py	4	9	17
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/oed/eig.py	4	9	17
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/tracking/assignment.py	4	9	9
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/tracking/distributions.py	4	9	6
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/distributions/avf_mvn.py	4	9	6
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/distributions/conjugate.py	4	9	13
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/baseball.py	4	9	46
pyro/distributions/distribution.py	examples/air/air.py	4	44	36
pyro/distributions/distribution.py	profiler/distributions.py	4	44	11
pyro/distributions/distribution.py	pyro/contrib/gp/__init__.py	4	44	14
pyro/distributions/empirical.py	pyro/contrib/gp/kernels/kernel.py	4	13	22
pyro/distributions/empirical.py	pyro/contrib/gp/kernels/periodic.py	4	13	12
pyro/distributions/empirical.py	pyro/contrib/gp/models/gpr.py	4	13	27
pyro/distributions/empirical.py	pyro/contrib/gp/models/vgp.py	4	13	21
pyro/distributions/empirical.py	pyro/contrib/gp/models/vsgp.py	4	13	11
pyro/distributions/empirical.py	pyro/distributions/avf_mvn.py	4	13	6
pyro/distributions/empirical.py	examples/eight_schools/mcmc.py	4	13	29
pyro/distributions/empirical.py	examples/inclined_plane.py	4	13	35
pyro/distributions/empirical.py	pyro/distributions/__init__.py	4	13	114
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/likelihoods/binary.py	4	9	17
pyro/distributions/gaussian_scale_mixture.py	pyro/distributions/__init__.py	4	9	114
pyro/distributions/hmm.py	pyro/distributions/conjugate.py	4	30	13
pyro/distributions/hmm.py	pyro/distributions/distribution.py	4	30	44
pyro/distributions/inverse_gamma.py	pyro/distributions/diag_normal_mixture.py	4	6	8
pyro/distributions/inverse_gamma.py	pyro/distributions/gaussian_scale_mixture.py	4	6	9
pyro/distributions/lkj.py	examples/hmm.py	4	10	45
pyro/distributions/lkj.py	pyro/contrib/minipyro.py	4	10	17
pyro/distributions/lkj.py	pyro/contrib/tracking/assignment.py	4	10	9
pyro/distributions/lkj.py	pyro/contrib/tracking/distributions.py	4	10	6
pyro/distributions/lkj.py	pyro/distributions/avf_mvn.py	4	10	6
pyro/distributions/lkj.py	pyro/distributions/conjugate.py	4	10	13
pyro/distributions/lkj.py	pyro/distributions/delta.py	4	10	44
pyro/distributions/lkj.py	pyro/distributions/diag_normal_mixture.py	4	10	8
pyro/distributions/lkj.py	pyro/distributions/diag_normal_mixture_shared_cov.py	4	10	9
pyro/distributions/lkj.py	examples/lkj.py	4	10	20
pyro/distributions/lkj.py	pyro/distributions/__init__.py	4	10	114
pyro/distributions/mixture.py	examples/hmm.py	4	8	45
pyro/distributions/mixture.py	examples/sparse_gamma_def.py	4	8	28
pyro/distributions/omt_mvn.py	pyro/contrib/gp/models/gplvm.py	4	18	12
pyro/distributions/omt_mvn.py	pyro/contrib/gp/models/gpr.py	4	18	27
pyro/distributions/omt_mvn.py	pyro/contrib/gp/models/vgp.py	4	18	21
pyro/distributions/omt_mvn.py	pyro/contrib/gp/models/vsgp.py	4	18	11
pyro/distributions/omt_mvn.py	pyro/contrib/minipyro.py	4	18	17
pyro/distributions/omt_mvn.py	pyro/contrib/oed/eig.py	4	18	17
pyro/distributions/omt_mvn.py	pyro/contrib/tracking/assignment.py	4	18	9
pyro/distributions/omt_mvn.py	pyro/contrib/tracking/distributions.py	4	18	6
pyro/distributions/omt_mvn.py	pyro/contrib/tracking/extended_kalman_filter.py	4	18	8
pyro/distributions/omt_mvn.py	pyro/distributions/conjugate.py	4	18	13
pyro/distributions/omt_mvn.py	pyro/distributions/lkj.py	4	18	10
pyro/distributions/omt_mvn.py	pyro/contrib/gp/util.py	4	18	19
pyro/distributions/omt_mvn.py	pyro/distributions/distribution.py	4	18	44
pyro/distributions/rejector.py	examples/air/air.py	4	10	36
pyro/distributions/relaxed_straight_through.py	pyro/distributions/gaussian_scale_mixture.py	4	8	9
pyro/distributions/relaxed_straight_through.py	pyro/distributions/inverse_gamma.py	4	8	6
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/models/gplvm.py	4	8	12
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/models/gpr.py	4	8	27
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/models/sgpr.py	4	8	32
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/models/vgp.py	4	8	21
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/models/vsgp.py	4	8	11
pyro/distributions/relaxed_straight_through.py	pyro/contrib/minipyro.py	4	8	17
pyro/distributions/relaxed_straight_through.py	pyro/contrib/oed/eig.py	4	8	17
pyro/distributions/relaxed_straight_through.py	pyro/contrib/tracking/assignment.py	4	8	9
pyro/distributions/relaxed_straight_through.py	pyro/contrib/tracking/distributions.py	4	8	6
pyro/distributions/relaxed_straight_through.py	pyro/distributions/avf_mvn.py	4	8	6
pyro/distributions/relaxed_straight_through.py	pyro/distributions/conjugate.py	4	8	13
pyro/distributions/relaxed_straight_through.py	pyro/distributions/lkj.py	4	8	10
pyro/distributions/relaxed_straight_through.py	examples/baseball.py	4	8	46
pyro/distributions/score_parts.py	pyro/distributions/distribution.py	4	7	44
pyro/distributions/spanning_tree.py	examples/hmm.py	4	7	45
pyro/distributions/spanning_tree.py	pyro/contrib/minipyro.py	4	7	17
pyro/distributions/spanning_tree.py	pyro/contrib/tracking/assignment.py	4	7	9
pyro/distributions/spanning_tree.py	pyro/contrib/tracking/distributions.py	4	7	6
pyro/distributions/spanning_tree.py	pyro/distributions/avf_mvn.py	4	7	6
pyro/distributions/spanning_tree.py	pyro/distributions/conjugate.py	4	7	13
pyro/distributions/spanning_tree.py	pyro/distributions/delta.py	4	7	44
pyro/distributions/spanning_tree.py	pyro/distributions/diag_normal_mixture.py	4	7	8
pyro/distributions/spanning_tree.py	pyro/distributions/diag_normal_mixture_shared_cov.py	4	7	9
pyro/distributions/spanning_tree.py	pyro/distributions/lkj.py	4	7	10
pyro/distributions/spanning_tree.py	pyro/distributions/mixture.py	4	7	8
pyro/distributions/spanning_tree.py	pyro/distributions/omt_mvn.py	4	7	18
pyro/distributions/spanning_tree.py	pyro/distributions/relaxed_straight_through.py	4	7	8
pyro/distributions/stable.py	pyro/distributions/__init__.py	4	9	114
pyro/distributions/testing/fakes.py	pyro/distributions/distribution.py	4	7	44
pyro/distributions/testing/fakes.py	pyro/distributions/rejector.py	4	7	10
pyro/distributions/testing/naive_dirichlet.py	examples/air/air.py	4	7	36
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/delta.py	4	7	44
pyro/distributions/testing/naive_dirichlet.py	pyro/__init__.py	4	7	176
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/kernels/kernel.py	4	9	22
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/kernels/periodic.py	4	9	12
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/models/sgpr.py	4	9	32
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/delta.py	4	9	44
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/empirical.py	4	9	13
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/omt_mvn.py	4	9	18
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/testing/naive_dirichlet.py	4	9	7
pyro/distributions/testing/rejection_exponential.py	pyro/__init__.py	4	9	176
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/__init__.py	4	9	17
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/__init__.py	4	9	14
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/kernels/__init__.py	4	9	12
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/models/__init__.py	4	9	11
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/distribution.py	4	9	44
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/rejector.py	4	9	10
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/likelihoods/gaussian.py	4	19	18
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/models/gplvm.py	4	19	12
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/models/gpr.py	4	19	27
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/models/sgpr.py	4	19	32
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/models/vgp.py	4	19	21
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/models/vsgp.py	4	19	11
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/minipyro.py	4	19	17
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/oed/eig.py	4	19	17
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/tracking/assignment.py	4	19	9
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/tracking/distributions.py	4	19	6
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/avf_mvn.py	4	19	6
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/conjugate.py	4	19	13
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/lkj.py	4	19	10
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/spanning_tree.py	4	19	7
pyro/distributions/testing/rejection_gamma.py	examples/baseball.py	4	19	46
pyro/distributions/testing/rejection_gamma.py	profiler/distributions.py	4	19	11
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/score_parts.py	4	19	7
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/testing/fakes.py	4	19	7
pyro/distributions/torch.py	examples/air/air.py	4	40	36
pyro/distributions/torch.py	examples/air/modules.py	4	40	6
pyro/distributions/torch.py	examples/hmm.py	4	40	45
pyro/distributions/torch.py	pyro/contrib/gp/likelihoods/binary.py	4	40	17
pyro/distributions/torch.py	pyro/contrib/gp/models/gplvm.py	4	40	12
pyro/distributions/torch.py	pyro/contrib/gp/models/gpr.py	4	40	27
pyro/distributions/torch.py	pyro/contrib/gp/models/sgpr.py	4	40	32
pyro/distributions/torch.py	pyro/contrib/gp/models/vgp.py	4	40	21
pyro/distributions/torch.py	pyro/contrib/gp/models/vsgp.py	4	40	11
pyro/distributions/torch.py	pyro/contrib/oed/eig.py	4	40	17
pyro/distributions/torch.py	pyro/distributions/diag_normal_mixture.py	4	40	8
pyro/distributions/torch.py	pyro/distributions/diag_normal_mixture_shared_cov.py	4	40	9
pyro/distributions/torch.py	pyro/distributions/empirical.py	4	40	13
pyro/distributions/torch.py	pyro/distributions/gaussian_scale_mixture.py	4	40	9
pyro/distributions/torch.py	pyro/distributions/lkj.py	4	40	10
pyro/distributions/torch.py	pyro/distributions/mixture.py	4	40	8
pyro/distributions/torch.py	pyro/distributions/relaxed_straight_through.py	4	40	8
pyro/distributions/torch_distribution.py	examples/sparse_gamma_def.py	4	39	28
pyro/distributions/torch_distribution.py	examples/vae/ss_vae_M2.py	4	39	34
pyro/distributions/torch_distribution.py	examples/vae/vae.py	4	39	29
pyro/distributions/torch_distribution.py	examples/vae/vae_comparison.py	4	39	29
pyro/distributions/torch_distribution.py	pyro/contrib/gp/kernels/isotropic.py	4	39	14
pyro/distributions/torch_distribution.py	pyro/contrib/gp/kernels/kernel.py	4	39	22
pyro/distributions/torch_distribution.py	pyro/contrib/gp/likelihoods/poisson.py	4	39	11
pyro/distributions/torch_distribution.py	pyro/contrib/gp/models/model.py	4	39	24
pyro/distributions/torch_distribution.py	pyro/distributions/diag_normal_mixture.py	4	39	8
pyro/distributions/torch_distribution.py	pyro/distributions/diag_normal_mixture_shared_cov.py	4	39	9
pyro/distributions/torch_distribution.py	pyro/distributions/empirical.py	4	39	13
pyro/distributions/torch_distribution.py	pyro/distributions/lkj.py	4	39	10
pyro/distributions/torch_distribution.py	pyro/distributions/relaxed_straight_through.py	4	39	8
pyro/distributions/torch_distribution.py	pyro/distributions/spanning_tree.py	4	39	7
pyro/distributions/torch_distribution.py	examples/baseball.py	4	39	46
pyro/distributions/torch_distribution.py	pyro/contrib/gp/__init__.py	4	39	14
pyro/distributions/torch_distribution.py	pyro/contrib/gp/util.py	4	39	19
pyro/distributions/torch_patch.py	examples/air/main.py	4	27	37
pyro/distributions/torch_patch.py	examples/contrib/autoname/mixture.py	4	27	22
pyro/distributions/torch_patch.py	examples/contrib/autoname/scoping_mixture.py	4	27	22
pyro/distributions/torch_patch.py	examples/contrib/autoname/tree_data.py	4	27	21
pyro/distributions/torch_patch.py	examples/contrib/gp/sv-dkl.py	4	27	34
pyro/distributions/torch_patch.py	examples/dmm/dmm.py	4	27	56
pyro/distributions/torch_patch.py	examples/eight_schools/svi.py	4	27	22
pyro/distributions/torch_patch.py	examples/inclined_plane.py	4	27	35
pyro/distributions/torch_patch.py	examples/lda.py	4	27	25
pyro/distributions/torch_patch.py	examples/lkj.py	4	27	20
pyro/distributions/torch_patch.py	examples/minipyro.py	4	27	26
pyro/distributions/torch_patch.py	examples/rsa/schelling.py	4	27	19
pyro/distributions/torch_patch.py	examples/rsa/schelling_false.py	4	27	19
pyro/distributions/torch_patch.py	examples/sparse_gamma_def.py	4	27	28
pyro/distributions/torch_patch.py	pyro/__init__.py	4	27	176
pyro/distributions/torch_patch.py	pyro/distributions/torch.py	4	27	40
pyro/distributions/torch_transform.py	examples/dmm/dmm.py	4	7	56
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/diag_normal_mixture.py	4	13	8
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/gaussian_scale_mixture.py	4	13	9
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/inverse_gamma.py	4	13	6
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/relaxed_straight_through.py	4	13	8
pyro/distributions/transforms/batchnorm.py	pyro/distributions/transforms/__init__.py	4	7	30
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/mixture.py	4	12	8
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/spanning_tree.py	4	12	7
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/torch_distribution.py	4	12	39
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/transforms/lower_cholesky_affine.py	4	10	5
pyro/distributions/transforms/permute.py	pyro/distributions/transforms/cholesky.py	4	13	4
pyro/distributions/transforms/permute.py	pyro/distributions/transforms/lower_cholesky_affine.py	4	13	5
pyro/distributions/transforms/permute.py	examples/dmm/dmm.py	4	13	56
pyro/distributions/transforms/permute.py	pyro/distributions/lkj.py	4	13	10
pyro/distributions/transforms/permute.py	pyro/distributions/torch.py	4	13	40
pyro/distributions/transforms/permute.py	pyro/distributions/torch_distribution.py	4	13	39
pyro/distributions/transforms/permute.py	pyro/distributions/torch_transform.py	4	13	7
pyro/distributions/transforms/planar.py	pyro/distributions/torch_transform.py	4	16	7
pyro/distributions/transforms/planar.py	pyro/distributions/__init__.py	4	16	114
pyro/distributions/util.py	examples/contrib/gp/sv-dkl.py	4	62	34
pyro/distributions/util.py	examples/vae/ss_vae_M2.py	4	62	34
pyro/distributions/util.py	examples/vae/utils/mnist_cached.py	4	62	9
pyro/distributions/util.py	pyro/contrib/gp/kernels/isotropic.py	4	62	14
pyro/distributions/util.py	pyro/contrib/gp/kernels/periodic.py	4	62	12
pyro/distributions/util.py	pyro/contrib/gp/likelihoods/binary.py	4	62	17
pyro/distributions/util.py	pyro/contrib/gp/likelihoods/gaussian.py	4	62	18
pyro/distributions/util.py	pyro/contrib/gp/likelihoods/multi_class.py	4	62	15
pyro/distributions/util.py	pyro/contrib/gp/likelihoods/poisson.py	4	62	11
pyro/distributions/util.py	pyro/contrib/gp/models/gplvm.py	4	62	12
pyro/distributions/util.py	pyro/contrib/gp/models/model.py	4	62	24
pyro/distributions/util.py	pyro/contrib/minipyro.py	4	62	17
pyro/distributions/util.py	pyro/contrib/oed/eig.py	4	62	17
pyro/distributions/util.py	pyro/contrib/tracking/assignment.py	4	62	9
pyro/distributions/util.py	pyro/contrib/tracking/distributions.py	4	62	6
pyro/distributions/util.py	pyro/contrib/tracking/dynamic_models.py	4	62	7
pyro/distributions/util.py	pyro/contrib/tracking/extended_kalman_filter.py	4	62	8
pyro/distributions/util.py	pyro/contrib/tracking/measurements.py	4	62	5
pyro/distributions/util.py	pyro/distributions/conjugate.py	4	62	13
pyro/distributions/util.py	pyro/distributions/lkj.py	4	62	10
pyro/distributions/util.py	pyro/distributions/mixture.py	4	62	8
pyro/distributions/util.py	pyro/distributions/transforms/block_autoregressive.py	4	62	12
pyro/distributions/util.py	examples/eight_schools/mcmc.py	4	62	29
pyro/distributions/util.py	examples/inclined_plane.py	4	62	35
pyro/distributions/util.py	profiler/distributions.py	4	62	11
pyro/distributions/util.py	pyro/contrib/gp/models/__init__.py	4	62	11
pyro/distributions/util.py	pyro/contrib/gp/util.py	4	62	19
pyro/distributions/von_mises_3d.py	pyro/distributions/delta.py	4	4	44
pyro/distributions/von_mises_3d.py	pyro/distributions/torch.py	4	4	40
pyro/generic.py	pyro/contrib/minipyro.py	4	7	17
pyro/infer/__init__.py	examples/inclined_plane.py	4	44	35
pyro/infer/__init__.py	pyro/distributions/delta.py	4	44	44
pyro/infer/__init__.py	pyro/distributions/distribution.py	4	44	44
pyro/infer/__init__.py	pyro/distributions/torch_distribution.py	4	44	39
pyro/infer/abstract_infer.py	examples/contrib/gp/sv-dkl.py	4	64	34
pyro/infer/abstract_infer.py	examples/rsa/search_inference.py	4	64	9
pyro/infer/abstract_infer.py	examples/sparse_gamma_def.py	4	64	28
pyro/infer/abstract_infer.py	examples/vae/vae.py	4	64	29
pyro/infer/abstract_infer.py	pyro/contrib/gp/kernels/dot_product.py	4	64	13
pyro/infer/abstract_infer.py	pyro/contrib/gp/kernels/kernel.py	4	64	22
pyro/infer/abstract_infer.py	pyro/contrib/gp/kernels/periodic.py	4	64	12
pyro/infer/abstract_infer.py	pyro/contrib/gp/likelihoods/likelihood.py	4	64	12
pyro/infer/abstract_infer.py	pyro/contrib/gp/models/model.py	4	64	24
pyro/infer/abstract_infer.py	pyro/contrib/minipyro.py	4	64	17
pyro/infer/abstract_infer.py	pyro/contrib/oed/eig.py	4	64	17
pyro/infer/abstract_infer.py	pyro/contrib/tracking/assignment.py	4	64	9
pyro/infer/abstract_infer.py	pyro/contrib/tracking/distributions.py	4	64	6
pyro/infer/abstract_infer.py	pyro/contrib/tracking/dynamic_models.py	4	64	7
pyro/infer/abstract_infer.py	pyro/contrib/tracking/measurements.py	4	64	5
pyro/infer/abstract_infer.py	pyro/distributions/avf_mvn.py	4	64	6
pyro/infer/abstract_infer.py	pyro/distributions/conjugate.py	4	64	13
pyro/infer/abstract_infer.py	pyro/distributions/diag_normal_mixture.py	4	64	8
pyro/infer/abstract_infer.py	pyro/distributions/diag_normal_mixture_shared_cov.py	4	64	9
pyro/infer/abstract_infer.py	pyro/distributions/gaussian_scale_mixture.py	4	64	9
pyro/infer/abstract_infer.py	pyro/distributions/lkj.py	4	64	10
pyro/infer/abstract_infer.py	pyro/distributions/relaxed_straight_through.py	4	64	8
pyro/infer/abstract_infer.py	pyro/distributions/spanning_tree.py	4	64	7
pyro/infer/abstract_infer.py	pyro/distributions/testing/naive_dirichlet.py	4	64	7
pyro/infer/abstract_infer.py	examples/air/main.py	4	64	37
pyro/infer/abstract_infer.py	examples/dmm/polyphonic_data_loader.py	4	64	16
pyro/infer/abstract_infer.py	profiler/distributions.py	4	64	11
pyro/infer/abstract_infer.py	pyro/contrib/gp/__init__.py	4	64	14
pyro/infer/autoguide/guides.py	pyro/infer/autoguide/__init__.py	4	18	6
pyro/infer/autoguide/guides.py	pyro/distributions/transforms/__init__.py	4	18	30
pyro/infer/autoguide/initialization.py	pyro/infer/autoguide/__init__.py	4	7	6
pyro/infer/discrete.py	pyro/distributions/util.py	4	11	62
pyro/infer/elbo.py	examples/contrib/autoname/scoping_mixture.py	4	27	22
pyro/infer/elbo.py	examples/eight_schools/mcmc.py	4	27	29
pyro/infer/elbo.py	examples/inclined_plane.py	4	27	35
pyro/infer/elbo.py	examples/lda.py	4	27	25
pyro/infer/elbo.py	examples/sparse_gamma_def.py	4	27	28
pyro/infer/elbo.py	examples/vae/vae_comparison.py	4	27	29
pyro/infer/elbo.py	pyro/distributions/__init__.py	4	27	114
pyro/infer/elbo.py	pyro/distributions/delta.py	4	27	44
pyro/infer/enum.py	examples/baseball.py	4	32	46
pyro/infer/enum.py	examples/contrib/autoname/scoping_mixture.py	4	32	22
pyro/infer/enum.py	examples/dmm/dmm.py	4	32	56
pyro/infer/enum.py	examples/hmm.py	4	32	45
pyro/infer/enum.py	examples/vae/ss_vae_M2.py	4	32	34
pyro/infer/enum.py	pyro/contrib/gp/util.py	4	32	19
pyro/infer/enum.py	pyro/distributions/__init__.py	4	32	114
pyro/infer/enum.py	pyro/distributions/delta.py	4	32	44
pyro/infer/enum.py	pyro/distributions/torch_patch.py	4	32	27
pyro/infer/importance.py	pyro/distributions/delta.py	4	33	44
pyro/infer/importance.py	pyro/distributions/gaussian_scale_mixture.py	4	33	9
pyro/infer/importance.py	pyro/distributions/testing/rejection_gamma.py	4	33	19
pyro/infer/importance.py	pyro/distributions/torch_distribution.py	4	33	39
pyro/infer/importance.py	pyro/distributions/util.py	4	33	62
pyro/infer/importance.py	pyro/infer/discrete.py	4	33	11
pyro/infer/importance.py	pyro/distributions/__init__.py	4	33	114
pyro/infer/importance.py	pyro/distributions/distribution.py	4	33	44
pyro/infer/mcmc/api.py	examples/rsa/search_inference.py	4	24	9
pyro/infer/mcmc/hmc.py	pyro/infer/mcmc/__init__.py	4	77	7
pyro/infer/mcmc/hmc.py	pyro/distributions/torch_transform.py	4	77	7
pyro/infer/mcmc/hmc.py	examples/sparse_gamma_def.py	4	77	28
pyro/infer/mcmc/hmc.py	examples/vae/vae.py	4	77	29
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/kernels/dot_product.py	4	77	13
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/kernels/periodic.py	4	77	12
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/kernels/static.py	4	77	13
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/likelihoods/gaussian.py	4	77	18
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/likelihoods/likelihood.py	4	77	12
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/models/gpr.py	4	77	27
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/models/vgp.py	4	77	21
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/models/vsgp.py	4	77	11
pyro/infer/mcmc/hmc.py	pyro/contrib/minipyro.py	4	77	17
pyro/infer/mcmc/hmc.py	pyro/contrib/oed/eig.py	4	77	17
pyro/infer/mcmc/hmc.py	pyro/contrib/tracking/assignment.py	4	77	9
pyro/infer/mcmc/hmc.py	pyro/contrib/tracking/distributions.py	4	77	6
pyro/infer/mcmc/hmc.py	pyro/contrib/tracking/hashing.py	4	77	8
pyro/infer/mcmc/hmc.py	pyro/distributions/avf_mvn.py	4	77	6
pyro/infer/mcmc/hmc.py	pyro/distributions/conjugate.py	4	77	13
pyro/infer/mcmc/hmc.py	pyro/distributions/lkj.py	4	77	10
pyro/infer/mcmc/hmc.py	pyro/distributions/mixture.py	4	77	8
pyro/infer/mcmc/hmc.py	pyro/distributions/spanning_tree.py	4	77	7
pyro/infer/mcmc/hmc.py	pyro/distributions/testing/naive_dirichlet.py	4	77	7
pyro/infer/mcmc/hmc.py	pyro/distributions/testing/rejection_exponential.py	4	77	9
pyro/infer/mcmc/hmc.py	pyro/infer/discrete.py	4	77	11
pyro/infer/mcmc/hmc.py	pyro/infer/importance.py	4	77	33
pyro/infer/mcmc/hmc.py	examples/contrib/autoname/scoping_mixture.py	4	77	22
pyro/infer/mcmc/hmc.py	examples/inclined_plane.py	4	77	35
pyro/infer/mcmc/hmc.py	examples/lkj.py	4	77	20
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/util.py	4	77	19
pyro/infer/mcmc/hmc.py	pyro/distributions/distribution.py	4	77	44
pyro/infer/mcmc/hmc.py	pyro/infer/elbo.py	4	77	27
pyro/infer/mcmc/mcmc_kernel.py	pyro/infer/abstract_infer.py	4	5	64
pyro/infer/mcmc/mcmc_kernel.py	pyro/infer/mcmc/api.py	4	5	24
pyro/infer/mcmc/mcmc_kernel.py	pyro/infer/mcmc/hmc.py	4	5	77
pyro/infer/mcmc/nuts.py	pyro/infer/mcmc/__init__.py	4	59	7
pyro/infer/mcmc/nuts.py	examples/sparse_gamma_def.py	4	59	28
pyro/infer/mcmc/nuts.py	examples/vae/vae.py	4	59	29
pyro/infer/mcmc/nuts.py	pyro/contrib/autoname/named.py	4	59	5
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/kernels/dot_product.py	4	59	13
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/kernels/isotropic.py	4	59	14
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/kernels/periodic.py	4	59	12
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/likelihoods/likelihood.py	4	59	12
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/models/gpr.py	4	59	27
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/models/vgp.py	4	59	21
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/models/vsgp.py	4	59	11
pyro/infer/mcmc/nuts.py	pyro/contrib/minipyro.py	4	59	17
pyro/infer/mcmc/nuts.py	pyro/contrib/oed/eig.py	4	59	17
pyro/infer/mcmc/nuts.py	pyro/contrib/tracking/assignment.py	4	59	9
pyro/infer/mcmc/nuts.py	pyro/contrib/tracking/distributions.py	4	59	6
pyro/infer/mcmc/nuts.py	pyro/distributions/avf_mvn.py	4	59	6
pyro/infer/mcmc/nuts.py	pyro/distributions/conjugate.py	4	59	13
pyro/infer/mcmc/nuts.py	pyro/distributions/lkj.py	4	59	10
pyro/infer/mcmc/nuts.py	pyro/distributions/mixture.py	4	59	8
pyro/infer/mcmc/nuts.py	pyro/distributions/spanning_tree.py	4	59	7
pyro/infer/mcmc/nuts.py	pyro/distributions/testing/naive_dirichlet.py	4	59	7
pyro/infer/mcmc/nuts.py	pyro/distributions/testing/rejection_exponential.py	4	59	9
pyro/infer/mcmc/nuts.py	examples/dmm/polyphonic_data_loader.py	4	59	16
pyro/infer/mcmc/nuts.py	examples/inclined_plane.py	4	59	35
pyro/infer/mcmc/nuts.py	examples/lkj.py	4	59	20
pyro/infer/mcmc/nuts.py	profiler/distributions.py	4	59	11
pyro/infer/mcmc/nuts.py	pyro/distributions/torch_patch.py	4	59	27
pyro/infer/mcmc/nuts.py	pyro/infer/elbo.py	4	59	27
pyro/infer/mcmc/nuts.py	pyro/infer/enum.py	4	59	32
pyro/infer/mcmc/nuts.py	pyro/infer/mcmc/mcmc_kernel.py	4	59	5
pyro/infer/mcmc/util.py	examples/hmm.py	4	35	45
pyro/infer/mcmc/util.py	pyro/contrib/gp/models/model.py	4	35	24
pyro/infer/mcmc/util.py	pyro/distributions/util.py	4	35	62
pyro/infer/mcmc/util.py	pyro/infer/abstract_infer.py	4	35	64
pyro/infer/mcmc/util.py	pyro/distributions/torch_patch.py	4	35	27
pyro/infer/renyi_elbo.py	examples/air/air.py	4	14	36
pyro/infer/renyi_elbo.py	examples/rsa/search_inference.py	4	14	9
pyro/infer/renyi_elbo.py	examples/sparse_gamma_def.py	4	14	28
pyro/infer/renyi_elbo.py	examples/vae/ss_vae_M2.py	4	14	34
pyro/infer/renyi_elbo.py	examples/vae/vae.py	4	14	29
pyro/infer/renyi_elbo.py	pyro/contrib/autoname/named.py	4	14	5
pyro/infer/renyi_elbo.py	pyro/contrib/minipyro.py	4	14	17
pyro/infer/renyi_elbo.py	pyro/contrib/tracking/assignment.py	4	14	9
pyro/infer/renyi_elbo.py	pyro/contrib/tracking/distributions.py	4	14	6
pyro/infer/renyi_elbo.py	pyro/distributions/avf_mvn.py	4	14	6
pyro/infer/renyi_elbo.py	pyro/distributions/conjugate.py	4	14	13
pyro/infer/renyi_elbo.py	pyro/distributions/delta.py	4	14	44
pyro/infer/renyi_elbo.py	pyro/distributions/diag_normal_mixture.py	4	14	8
pyro/infer/renyi_elbo.py	pyro/distributions/diag_normal_mixture_shared_cov.py	4	14	9
pyro/infer/renyi_elbo.py	pyro/distributions/empirical.py	4	14	13
pyro/infer/renyi_elbo.py	pyro/distributions/gaussian_scale_mixture.py	4	14	9
pyro/infer/renyi_elbo.py	pyro/distributions/lkj.py	4	14	10
pyro/infer/renyi_elbo.py	pyro/distributions/mixture.py	4	14	8
pyro/infer/renyi_elbo.py	pyro/distributions/omt_mvn.py	4	14	18
pyro/infer/renyi_elbo.py	pyro/distributions/relaxed_straight_through.py	4	14	8
pyro/infer/renyi_elbo.py	pyro/distributions/spanning_tree.py	4	14	7
pyro/infer/renyi_elbo.py	pyro/distributions/testing/rejection_gamma.py	4	14	19
pyro/infer/renyi_elbo.py	pyro/infer/discrete.py	4	14	11
pyro/infer/renyi_elbo.py	examples/baseball.py	4	14	46
pyro/infer/reparam/__init__.py	pyro/distributions/stable.py	4	10	9
pyro/infer/reparam/stable.py	pyro/distributions/stable.py	4	8	9
pyro/infer/svi.py	examples/dmm/dmm.py	4	28	56
pyro/infer/svi.py	examples/hmm.py	4	28	45
pyro/infer/svi.py	examples/sparse_gamma_def.py	4	28	28
pyro/infer/svi.py	pyro/contrib/gp/models/gplvm.py	4	28	12
pyro/infer/svi.py	pyro/contrib/gp/models/sgpr.py	4	28	32
pyro/infer/svi.py	pyro/contrib/gp/models/vgp.py	4	28	21
pyro/infer/svi.py	pyro/distributions/omt_mvn.py	4	28	18
pyro/infer/svi.py	pyro/distributions/testing/rejection_gamma.py	4	28	19
pyro/infer/svi.py	pyro/distributions/torch_distribution.py	4	28	39
pyro/infer/svi.py	pyro/infer/importance.py	4	28	33
pyro/infer/svi.py	pyro/infer/mcmc/nuts.py	4	28	59
pyro/infer/trace_elbo.py	examples/air/air.py	4	59	36
pyro/infer/trace_elbo.py	pyro/contrib/gp/models/gpr.py	4	59	27
pyro/infer/trace_elbo.py	pyro/contrib/gp/models/sgpr.py	4	59	32
pyro/infer/trace_elbo.py	pyro/distributions/omt_mvn.py	4	59	18
pyro/infer/trace_elbo.py	pyro/distributions/rejector.py	4	59	10
pyro/infer/trace_elbo.py	pyro/infer/mcmc/nuts.py	4	59	59
pyro/infer/trace_mean_field_elbo.py	examples/hmm.py	4	10	45
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/torch.py	4	10	40
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/torch_distribution.py	4	10	39
pyro/infer/trace_mean_field_elbo.py	pyro/infer/discrete.py	4	10	11
pyro/infer/trace_mean_field_elbo.py	pyro/infer/importance.py	4	10	33
pyro/infer/trace_mean_field_elbo.py	pyro/infer/renyi_elbo.py	4	10	14
pyro/infer/trace_mmd.py	pyro/contrib/gp/kernels/brownian.py	4	6	12
pyro/infer/trace_mmd.py	pyro/contrib/gp/kernels/coregionalize.py	4	6	9
pyro/infer/trace_mmd.py	pyro/contrib/gp/kernels/dot_product.py	4	6	13
pyro/infer/trace_mmd.py	pyro/contrib/gp/kernels/isotropic.py	4	6	14
pyro/infer/trace_mmd.py	pyro/contrib/gp/kernels/periodic.py	4	6	12
pyro/infer/trace_mmd.py	pyro/contrib/gp/kernels/static.py	4	6	13
pyro/infer/trace_mmd.py	pyro/contrib/gp/likelihoods/binary.py	4	6	17
pyro/infer/trace_mmd.py	pyro/contrib/gp/likelihoods/gaussian.py	4	6	18
pyro/infer/trace_mmd.py	pyro/contrib/gp/likelihoods/multi_class.py	4	6	15
pyro/infer/trace_mmd.py	pyro/contrib/gp/likelihoods/poisson.py	4	6	11
pyro/infer/trace_mmd.py	pyro/contrib/gp/models/gplvm.py	4	6	12
pyro/infer/trace_mmd.py	pyro/contrib/gp/models/gpr.py	4	6	27
pyro/infer/trace_mmd.py	pyro/contrib/gp/models/model.py	4	6	24
pyro/infer/trace_mmd.py	pyro/contrib/gp/models/sgpr.py	4	6	32
pyro/infer/trace_mmd.py	pyro/contrib/gp/models/vgp.py	4	6	21
pyro/infer/trace_mmd.py	pyro/contrib/gp/models/vsgp.py	4	6	11
pyro/infer/trace_mmd.py	pyro/contrib/gp/parameterized.py	4	6	8
pyro/infer/trace_mmd.py	pyro/infer/discrete.py	4	6	11
pyro/infer/trace_mmd.py	pyro/infer/importance.py	4	6	33
pyro/infer/trace_mmd.py	pyro/infer/renyi_elbo.py	4	6	14
pyro/infer/trace_mmd.py	pyro/infer/trace_mean_field_elbo.py	4	6	10
pyro/infer/traceenum_elbo.py	examples/air/air.py	4	64	36
pyro/infer/traceenum_elbo.py	examples/rsa/search_inference.py	4	64	9
pyro/infer/traceenum_elbo.py	examples/sparse_gamma_def.py	4	64	28
pyro/infer/traceenum_elbo.py	examples/vae/ss_vae_M2.py	4	64	34
pyro/infer/traceenum_elbo.py	examples/vae/vae_comparison.py	4	64	29
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/models/gplvm.py	4	64	12
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/models/gpr.py	4	64	27
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/models/sgpr.py	4	64	32
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/models/vgp.py	4	64	21
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/models/vsgp.py	4	64	11
pyro/infer/traceenum_elbo.py	pyro/contrib/oed/eig.py	4	64	17
pyro/infer/traceenum_elbo.py	pyro/contrib/tracking/assignment.py	4	64	9
pyro/infer/traceenum_elbo.py	pyro/distributions/diag_normal_mixture.py	4	64	8
pyro/infer/traceenum_elbo.py	pyro/distributions/diag_normal_mixture_shared_cov.py	4	64	9
pyro/infer/traceenum_elbo.py	pyro/distributions/mixture.py	4	64	8
pyro/infer/traceenum_elbo.py	pyro/distributions/relaxed_straight_through.py	4	64	8
pyro/infer/traceenum_elbo.py	pyro/distributions/torch.py	4	64	40
pyro/infer/traceenum_elbo.py	pyro/infer/mcmc/api.py	4	64	24
pyro/infer/traceenum_elbo.py	pyro/infer/trace_mmd.py	4	64	6
pyro/infer/traceenum_elbo.py	examples/baseball.py	4	64	46
pyro/infer/traceenum_elbo.py	examples/lda.py	4	64	25
pyro/infer/tracegraph_elbo.py	examples/baseball.py	4	70	46
pyro/infer/tracegraph_elbo.py	examples/vae/ss_vae_M2.py	4	70	34
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/models/sgpr.py	4	70	32
pyro/infer/tracegraph_elbo.py	pyro/distributions/__init__.py	4	70	114
pyro/infer/tracegraph_elbo.py	pyro/distributions/diag_normal_mixture.py	4	70	8
pyro/infer/tracegraph_elbo.py	pyro/distributions/diag_normal_mixture_shared_cov.py	4	70	9
pyro/infer/tracegraph_elbo.py	pyro/distributions/relaxed_straight_through.py	4	70	8
pyro/infer/tracegraph_elbo.py	pyro/distributions/score_parts.py	4	70	7
pyro/infer/tracetmc_elbo.py	pyro/infer/enum.py	4	5	32
pyro/infer/util.py	examples/sparse_gamma_def.py	4	49	28
pyro/infer/util.py	examples/vae/ss_vae_M2.py	4	49	34
pyro/infer/util.py	examples/vae/vae.py	4	49	29
pyro/infer/util.py	examples/vae/vae_comparison.py	4	49	29
pyro/infer/util.py	pyro/contrib/gp/kernels/isotropic.py	4	49	14
pyro/infer/util.py	pyro/contrib/gp/likelihoods/likelihood.py	4	49	12
pyro/infer/util.py	pyro/contrib/gp/models/sgpr.py	4	49	32
pyro/infer/util.py	pyro/contrib/minipyro.py	4	49	17
pyro/infer/util.py	pyro/contrib/tracking/assignment.py	4	49	9
pyro/infer/util.py	pyro/contrib/tracking/distributions.py	4	49	6
pyro/infer/util.py	pyro/distributions/avf_mvn.py	4	49	6
pyro/infer/util.py	pyro/distributions/conjugate.py	4	49	13
pyro/infer/util.py	pyro/distributions/diag_normal_mixture.py	4	49	8
pyro/infer/util.py	pyro/distributions/diag_normal_mixture_shared_cov.py	4	49	9
pyro/infer/util.py	pyro/distributions/lkj.py	4	49	10
pyro/infer/util.py	pyro/distributions/mixture.py	4	49	8
pyro/infer/util.py	pyro/distributions/relaxed_straight_through.py	4	49	8
pyro/infer/util.py	pyro/distributions/spanning_tree.py	4	49	7
pyro/infer/util.py	pyro/infer/importance.py	4	49	33
pyro/infer/util.py	pyro/infer/trace_mean_field_elbo.py	4	49	10
pyro/infer/util.py	pyro/distributions/score_parts.py	4	49	7
pyro/infer/util.py	pyro/distributions/torch_patch.py	4	49	27
pyro/nn/__init__.py	pyro/distributions/transforms/affine_coupling.py	4	16	13
pyro/nn/__init__.py	pyro/distributions/delta.py	4	16	44
pyro/nn/__init__.py	pyro/distributions/distribution.py	4	16	44
pyro/nn/__init__.py	pyro/infer/importance.py	4	16	33
pyro/nn/auto_reg_nn.py	pyro/distributions/transforms/affine_coupling.py	4	25	13
pyro/nn/auto_reg_nn.py	pyro/distributions/transforms/block_autoregressive.py	4	25	12
pyro/nn/auto_reg_nn.py	pyro/distributions/transforms/householder.py	4	25	11
pyro/nn/auto_reg_nn.py	pyro/distributions/transforms/permute.py	4	25	13
pyro/nn/auto_reg_nn.py	pyro/distributions/transforms/planar.py	4	25	16
pyro/nn/auto_reg_nn.py	pyro/distributions/transforms/polynomial.py	4	25	9
pyro/nn/auto_reg_nn.py	pyro/distributions/transforms/radial.py	4	25	15
pyro/nn/auto_reg_nn.py	pyro/distributions/transforms/sylvester.py	4	25	12
pyro/nn/auto_reg_nn.py	examples/dmm/dmm.py	4	25	56
pyro/nn/auto_reg_nn.py	pyro/distributions/gaussian_scale_mixture.py	4	25	9
pyro/nn/auto_reg_nn.py	pyro/distributions/omt_mvn.py	4	25	18
pyro/nn/auto_reg_nn.py	pyro/distributions/testing/rejection_gamma.py	4	25	19
pyro/nn/auto_reg_nn.py	pyro/distributions/torch_distribution.py	4	25	39
pyro/nn/auto_reg_nn.py	pyro/infer/renyi_elbo.py	4	25	14
pyro/nn/auto_reg_nn.py	pyro/infer/traceenum_elbo.py	4	25	64
pyro/nn/auto_reg_nn.py	pyro/infer/util.py	4	25	49
pyro/nn/auto_reg_nn.py	pyro/distributions/__init__.py	4	25	114
pyro/nn/auto_reg_nn.py	pyro/infer/__init__.py	4	25	44
pyro/nn/auto_reg_nn.py	pyro/infer/enum.py	4	25	32
pyro/nn/dense_nn.py	pyro/distributions/transforms/planar.py	4	6	16
pyro/nn/dense_nn.py	pyro/distributions/transforms/radial.py	4	6	15
pyro/nn/dense_nn.py	pyro/nn/auto_reg_nn.py	4	6	25
pyro/nn/module.py	pyro/nn/__init__.py	4	20	16
pyro/ops/contract.py	examples/air/air.py	4	21	36
pyro/ops/contract.py	examples/rsa/search_inference.py	4	21	9
pyro/ops/contract.py	examples/sparse_gamma_def.py	4	21	28
pyro/ops/contract.py	examples/vae/ss_vae_M2.py	4	21	34
pyro/ops/contract.py	examples/vae/vae.py	4	21	29
pyro/ops/contract.py	examples/vae/vae_comparison.py	4	21	29
pyro/ops/contract.py	pyro/contrib/minipyro.py	4	21	17
pyro/ops/contract.py	pyro/contrib/tracking/assignment.py	4	21	9
pyro/ops/contract.py	pyro/contrib/tracking/distributions.py	4	21	6
pyro/ops/contract.py	pyro/contrib/tracking/dynamic_models.py	4	21	7
pyro/ops/contract.py	pyro/contrib/tracking/measurements.py	4	21	5
pyro/ops/contract.py	pyro/distributions/avf_mvn.py	4	21	6
pyro/ops/contract.py	pyro/distributions/conjugate.py	4	21	13
pyro/ops/contract.py	pyro/distributions/delta.py	4	21	44
pyro/ops/contract.py	pyro/distributions/diag_normal_mixture.py	4	21	8
pyro/ops/contract.py	pyro/distributions/diag_normal_mixture_shared_cov.py	4	21	9
pyro/ops/contract.py	pyro/distributions/lkj.py	4	21	10
pyro/ops/contract.py	pyro/distributions/mixture.py	4	21	8
pyro/ops/contract.py	pyro/distributions/omt_mvn.py	4	21	18
pyro/ops/contract.py	pyro/distributions/relaxed_straight_through.py	4	21	8
pyro/ops/contract.py	pyro/distributions/spanning_tree.py	4	21	7
pyro/ops/contract.py	pyro/distributions/testing/rejection_gamma.py	4	21	19
pyro/ops/contract.py	pyro/infer/discrete.py	4	21	11
pyro/ops/contract.py	pyro/infer/mcmc/api.py	4	21	24
pyro/ops/contract.py	examples/baseball.py	4	21	46
pyro/ops/contract.py	pyro/infer/elbo.py	4	21	27
pyro/ops/contract.py	pyro/infer/enum.py	4	21	32
pyro/ops/dual_averaging.py	pyro/distributions/testing/naive_dirichlet.py	4	7	7
pyro/ops/dual_averaging.py	pyro/distributions/testing/rejection_gamma.py	4	7	19
pyro/ops/dual_averaging.py	pyro/distributions/torch.py	4	7	40
pyro/ops/dual_averaging.py	pyro/distributions/util.py	4	7	62
pyro/ops/einsum/__init__.py	examples/hmm.py	4	13	45
pyro/ops/einsum/adjoint.py	pyro/infer/util.py	4	7	49
pyro/ops/einsum/adjoint.py	pyro/infer/traceenum_elbo.py	4	7	64
pyro/ops/einsum/adjoint.py	pyro/ops/contract.py	4	7	21
pyro/ops/einsum/torch_log.py	pyro/ops/contract.py	4	11	21
pyro/ops/einsum/torch_log.py	pyro/ops/einsum/adjoint.py	4	11	7
pyro/ops/einsum/torch_map.py	pyro/infer/traceenum_elbo.py	4	5	64
pyro/ops/einsum/torch_map.py	pyro/ops/contract.py	4	5	21
pyro/ops/einsum/torch_map.py	pyro/ops/einsum/torch_log.py	4	5	11
pyro/ops/einsum/torch_marginal.py	pyro/infer/util.py	4	5	49
pyro/ops/einsum/torch_marginal.py	pyro/ops/einsum/adjoint.py	4	5	7
pyro/ops/einsum/torch_marginal.py	pyro/ops/einsum/torch_log.py	4	5	11
pyro/ops/einsum/torch_marginal.py	pyro/ops/einsum/torch_map.py	4	5	5
pyro/ops/einsum/torch_sample.py	pyro/infer/traceenum_elbo.py	4	5	64
pyro/ops/einsum/torch_sample.py	pyro/ops/contract.py	4	5	21
pyro/ops/einsum/torch_sample.py	pyro/ops/einsum/torch_map.py	4	5	5
pyro/ops/einsum/util.py	pyro/infer/traceenum_elbo.py	4	4	64
pyro/ops/einsum/util.py	pyro/infer/util.py	4	4	49
pyro/ops/einsum/util.py	pyro/ops/contract.py	4	4	21
pyro/ops/indexing.py	examples/hmm.py	4	6	45
pyro/ops/indexing.py	pyro/distributions/mixture.py	4	6	8
pyro/ops/indexing.py	pyro/distributions/spanning_tree.py	4	6	7
pyro/ops/indexing.py	pyro/distributions/torch_distribution.py	4	6	39
pyro/ops/indexing.py	pyro/distributions/transforms/block_autoregressive.py	4	6	12
pyro/ops/indexing.py	pyro/distributions/util.py	4	6	62
pyro/ops/jit.py	pyro/contrib/gp/models/gplvm.py	4	9	12
pyro/ops/jit.py	pyro/contrib/gp/models/gpr.py	4	9	27
pyro/ops/jit.py	pyro/contrib/gp/models/sgpr.py	4	9	32
pyro/ops/jit.py	pyro/contrib/gp/models/vgp.py	4	9	21
pyro/ops/jit.py	pyro/contrib/gp/models/vsgp.py	4	9	11
pyro/ops/jit.py	pyro/contrib/oed/eig.py	4	9	17
pyro/ops/jit.py	pyro/distributions/delta.py	4	9	44
pyro/ops/jit.py	pyro/distributions/diag_normal_mixture.py	4	9	8
pyro/ops/jit.py	pyro/distributions/diag_normal_mixture_shared_cov.py	4	9	9
pyro/ops/jit.py	pyro/distributions/omt_mvn.py	4	9	18
pyro/ops/jit.py	pyro/distributions/relaxed_straight_through.py	4	9	8
pyro/ops/jit.py	pyro/distributions/testing/rejection_gamma.py	4	9	19
pyro/ops/jit.py	pyro/distributions/torch.py	4	9	40
pyro/ops/jit.py	pyro/distributions/torch_distribution.py	4	9	39
pyro/ops/jit.py	pyro/distributions/util.py	4	9	62
pyro/ops/jit.py	pyro/infer/mcmc/hmc.py	4	9	77
pyro/ops/jit.py	pyro/infer/mcmc/nuts.py	4	9	59
pyro/ops/jit.py	pyro/infer/elbo.py	4	9	27
pyro/ops/newton.py	pyro/contrib/gp/models/sgpr.py	4	9	32
pyro/ops/packed.py	pyro/distributions/spanning_tree.py	4	10	7
pyro/ops/packed.py	pyro/infer/mcmc/hmc.py	4	10	77
pyro/ops/packed.py	pyro/infer/mcmc/nuts.py	4	10	59
pyro/ops/rings.py	examples/hmm.py	4	10	45
pyro/ops/rings.py	examples/rsa/search_inference.py	4	10	9
pyro/ops/rings.py	pyro/distributions/util.py	4	10	62
pyro/ops/rings.py	pyro/infer/abstract_infer.py	4	10	64
pyro/ops/rings.py	pyro/infer/mcmc/api.py	4	10	24
pyro/ops/rings.py	pyro/ops/einsum/util.py	4	10	4
pyro/ops/rings.py	pyro/ops/einsum/torch_log.py	4	10	11
pyro/ops/rings.py	pyro/ops/einsum/torch_marginal.py	4	10	5
pyro/ops/rings.py	pyro/ops/einsum/torch_sample.py	4	10	5
pyro/ops/rings.py	pyro/ops/packed.py	4	10	10
pyro/ops/ssm_gp.py	pyro/contrib/timeseries/gp.py	4	6	12
pyro/ops/stats.py	examples/baseball.py	4	17	46
pyro/ops/stats.py	pyro/distributions/lkj.py	4	17	10
pyro/ops/stats.py	pyro/infer/mcmc/hmc.py	4	17	77
pyro/ops/stats.py	pyro/infer/mcmc/nuts.py	4	17	59
pyro/ops/stats.py	pyro/infer/renyi_elbo.py	4	17	14
pyro/ops/stats.py	pyro/infer/tracegraph_elbo.py	4	17	70
pyro/ops/welford.py	pyro/infer/mcmc/hmc.py	4	6	77
pyro/optim/__init__.py	examples/inclined_plane.py	4	17	35
pyro/optim/__init__.py	pyro/contrib/gp/__init__.py	4	17	14
pyro/optim/__init__.py	pyro/contrib/gp/kernels/__init__.py	4	17	12
pyro/optim/__init__.py	pyro/contrib/gp/models/__init__.py	4	17	11
pyro/optim/__init__.py	pyro/distributions/delta.py	4	17	44
pyro/optim/__init__.py	pyro/distributions/distribution.py	4	17	44
pyro/optim/__init__.py	pyro/distributions/testing/rejection_exponential.py	4	17	9
pyro/optim/__init__.py	pyro/distributions/util.py	4	17	62
pyro/optim/__init__.py	pyro/infer/elbo.py	4	17	27
pyro/optim/__init__.py	pyro/infer/trace_elbo.py	4	17	59
pyro/optim/__init__.py	pyro/infer/tracegraph_elbo.py	4	17	70
pyro/optim/clipped_adam.py	examples/hmm.py	4	10	45
pyro/optim/clipped_adam.py	pyro/contrib/minipyro.py	4	10	17
pyro/optim/clipped_adam.py	pyro/contrib/tracking/assignment.py	4	10	9
pyro/optim/clipped_adam.py	pyro/contrib/tracking/distributions.py	4	10	6
pyro/optim/clipped_adam.py	pyro/distributions/avf_mvn.py	4	10	6
pyro/optim/clipped_adam.py	pyro/distributions/conjugate.py	4	10	13
pyro/optim/clipped_adam.py	pyro/distributions/diag_normal_mixture.py	4	10	8
pyro/optim/clipped_adam.py	pyro/distributions/diag_normal_mixture_shared_cov.py	4	10	9
pyro/optim/clipped_adam.py	pyro/distributions/lkj.py	4	10	10
pyro/optim/clipped_adam.py	pyro/distributions/relaxed_straight_through.py	4	10	8
pyro/optim/clipped_adam.py	pyro/distributions/spanning_tree.py	4	10	7
pyro/optim/clipped_adam.py	pyro/distributions/torch_distribution.py	4	10	39
pyro/optim/clipped_adam.py	pyro/infer/importance.py	4	10	33
pyro/optim/clipped_adam.py	pyro/infer/mcmc/nuts.py	4	10	59
pyro/optim/clipped_adam.py	pyro/infer/renyi_elbo.py	4	10	14
pyro/optim/clipped_adam.py	pyro/infer/traceenum_elbo.py	4	10	64
pyro/optim/clipped_adam.py	pyro/ops/contract.py	4	10	21
pyro/optim/clipped_adam.py	pyro/infer/enum.py	4	10	32
pyro/optim/clipped_adam.py	pyro/optim/__init__.py	4	10	17
pyro/optim/lr_scheduler.py	pyro/distributions/torch.py	4	10	40
pyro/optim/lr_scheduler.py	pyro/infer/util.py	4	10	49
pyro/optim/lr_scheduler.py	pyro/contrib/gp/models/sgpr.py	4	10	32
pyro/optim/lr_scheduler.py	pyro/distributions/omt_mvn.py	4	10	18
pyro/optim/optim.py	examples/air/air.py	4	24	36
pyro/optim/optim.py	pyro/contrib/gp/kernels/kernel.py	4	24	22
pyro/optim/optim.py	pyro/contrib/gp/kernels/periodic.py	4	24	12
pyro/optim/optim.py	pyro/distributions/empirical.py	4	24	13
pyro/optim/optim.py	pyro/infer/importance.py	4	24	33
pyro/optim/optim.py	pyro/infer/mcmc/hmc.py	4	24	77
pyro/optim/optim.py	pyro/infer/mcmc/nuts.py	4	24	59
pyro/optim/optim.py	pyro/infer/util.py	4	24	49
pyro/optim/optim.py	pyro/optim/adagrad_rmsprop.py	4	24	6
pyro/optim/optim.py	examples/air/main.py	4	24	37
pyro/optim/optim.py	examples/inclined_plane.py	4	24	35
pyro/optim/optim.py	pyro/contrib/gp/__init__.py	4	24	14
pyro/optim/optim.py	pyro/contrib/gp/kernels/__init__.py	4	24	12
pyro/optim/optim.py	pyro/contrib/gp/models/__init__.py	4	24	11
pyro/optim/optim.py	pyro/infer/enum.py	4	24	32
pyro/optim/pytorch_optimizers.py	pyro/optim/optim.py	4	5	24
pyro/params/__init__.py	pyro/distributions/__init__.py	4	12	114
pyro/params/__init__.py	pyro/distributions/delta.py	4	12	44
pyro/params/__init__.py	pyro/distributions/distribution.py	4	12	44
pyro/params/__init__.py	pyro/infer/abstract_infer.py	4	12	64
pyro/params/__init__.py	pyro/nn/__init__.py	4	12	16
pyro/params/__init__.py	pyro/optim/__init__.py	4	12	17
pyro/params/param_store.py	pyro/nn/module.py	4	38	20
pyro/params/param_store.py	examples/hmm.py	4	38	45
pyro/params/param_store.py	pyro/contrib/gp/likelihoods/likelihood.py	4	38	12
pyro/params/param_store.py	pyro/contrib/gp/models/gpr.py	4	38	27
pyro/params/param_store.py	pyro/contrib/gp/models/model.py	4	38	24
pyro/params/param_store.py	pyro/contrib/gp/models/sgpr.py	4	38	32
pyro/params/param_store.py	pyro/contrib/gp/models/vgp.py	4	38	21
pyro/params/param_store.py	pyro/contrib/oed/eig.py	4	38	17
pyro/params/param_store.py	pyro/distributions/util.py	4	38	62
pyro/params/param_store.py	pyro/infer/importance.py	4	38	33
pyro/params/param_store.py	pyro/infer/util.py	4	38	49
pyro/params/param_store.py	pyro/distributions/__init__.py	4	38	114
pyro/params/param_store.py	pyro/infer/enum.py	4	38	32
pyro/params/param_store.py	pyro/nn/__init__.py	4	38	16
pyro/poutine/__init__.py	examples/air/main.py	4	64	37
pyro/poutine/__init__.py	examples/dmm/dmm.py	4	64	56
pyro/poutine/__init__.py	examples/hmm.py	4	64	45
pyro/poutine/__init__.py	examples/vae/ss_vae_M2.py	4	64	34
pyro/poutine/__init__.py	pyro/distributions/delta.py	4	64	44
pyro/poutine/__init__.py	pyro/distributions/distribution.py	4	64	44
pyro/poutine/__init__.py	pyro/infer/mcmc/util.py	4	64	35
pyro/poutine/__init__.py	pyro/infer/svi.py	4	64	28
pyro/poutine/__init__.py	pyro/infer/util.py	4	64	49
pyro/poutine/__init__.py	pyro/nn/auto_reg_nn.py	4	64	25
pyro/poutine/__init__.py	pyro/ops/contract.py	4	64	21
pyro/poutine/block_messenger.py	pyro/contrib/gp/kernels/kernel.py	4	12	22
pyro/poutine/block_messenger.py	pyro/contrib/gp/models/gplvm.py	4	12	12
pyro/poutine/block_messenger.py	pyro/contrib/gp/models/model.py	4	12	24
pyro/poutine/block_messenger.py	pyro/distributions/gaussian_scale_mixture.py	4	12	9
pyro/poutine/block_messenger.py	pyro/distributions/torch_distribution.py	4	12	39
pyro/poutine/block_messenger.py	pyro/infer/abstract_infer.py	4	12	64
pyro/poutine/block_messenger.py	pyro/infer/discrete.py	4	12	11
pyro/poutine/block_messenger.py	pyro/infer/importance.py	4	12	33
pyro/poutine/block_messenger.py	pyro/infer/renyi_elbo.py	4	12	14
pyro/poutine/block_messenger.py	pyro/infer/traceenum_elbo.py	4	12	64
pyro/poutine/block_messenger.py	pyro/infer/util.py	4	12	49
pyro/poutine/block_messenger.py	pyro/nn/auto_reg_nn.py	4	12	25
pyro/poutine/block_messenger.py	pyro/infer/enum.py	4	12	32
pyro/poutine/broadcast_messenger.py	examples/hmm.py	4	9	45
pyro/poutine/broadcast_messenger.py	pyro/infer/elbo.py	4	9	27
pyro/poutine/broadcast_messenger.py	pyro/infer/mcmc/nuts.py	4	9	59
pyro/poutine/broadcast_messenger.py	pyro/infer/trace_elbo.py	4	9	59
pyro/poutine/broadcast_messenger.py	pyro/infer/tracegraph_elbo.py	4	9	70
pyro/poutine/condition_messenger.py	pyro/infer/discrete.py	4	7	11
pyro/poutine/condition_messenger.py	pyro/infer/traceenum_elbo.py	4	7	64
pyro/poutine/condition_messenger.py	pyro/infer/enum.py	4	7	32
pyro/poutine/condition_messenger.py	pyro/poutine/__init__.py	4	7	64
pyro/poutine/escape_messenger.py	pyro/contrib/gp/kernels/kernel.py	4	6	22
pyro/poutine/escape_messenger.py	pyro/contrib/gp/kernels/periodic.py	4	6	12
pyro/poutine/escape_messenger.py	pyro/contrib/gp/models/sgpr.py	4	6	32
pyro/poutine/escape_messenger.py	pyro/distributions/empirical.py	4	6	13
pyro/poutine/escape_messenger.py	pyro/distributions/testing/rejection_exponential.py	4	6	9
pyro/poutine/escape_messenger.py	pyro/distributions/util.py	4	6	62
pyro/poutine/escape_messenger.py	pyro/infer/abstract_infer.py	4	6	64
pyro/poutine/escape_messenger.py	pyro/infer/mcmc/hmc.py	4	6	77
pyro/poutine/escape_messenger.py	pyro/infer/mcmc/nuts.py	4	6	59
pyro/poutine/escape_messenger.py	pyro/optim/optim.py	4	6	24
pyro/poutine/escape_messenger.py	pyro/params/param_store.py	4	6	38
pyro/poutine/escape_messenger.py	pyro/poutine/block_messenger.py	4	6	12
pyro/poutine/escape_messenger.py	pyro/poutine/condition_messenger.py	4	6	7
pyro/poutine/handlers.py	examples/contrib/autoname/scoping_mixture.py	4	30	22
pyro/poutine/handlers.py	examples/hmm.py	4	30	45
pyro/poutine/handlers.py	examples/vae/vae_comparison.py	4	30	29
pyro/poutine/handlers.py	pyro/__init__.py	4	30	176
pyro/poutine/handlers.py	pyro/contrib/autoname/__init__.py	4	30	5
pyro/poutine/handlers.py	pyro/contrib/autoname/scoping.py	4	30	6
pyro/poutine/handlers.py	pyro/distributions/mixture.py	4	30	8
pyro/poutine/handlers.py	pyro/distributions/score_parts.py	4	30	7
pyro/poutine/handlers.py	pyro/infer/__init__.py	4	30	44
pyro/poutine/handlers.py	pyro/infer/abstract_infer.py	4	30	64
pyro/poutine/handlers.py	pyro/infer/renyi_elbo.py	4	30	14
pyro/poutine/handlers.py	pyro/infer/trace_elbo.py	4	30	59
pyro/poutine/handlers.py	pyro/ops/packed.py	4	30	10
pyro/poutine/indep_messenger.py	examples/sparse_gamma_def.py	4	11	28
pyro/poutine/indep_messenger.py	pyro/contrib/gp/models/gplvm.py	4	11	12
pyro/poutine/indep_messenger.py	pyro/contrib/gp/models/gpr.py	4	11	27
pyro/poutine/indep_messenger.py	pyro/contrib/gp/models/sgpr.py	4	11	32
pyro/poutine/indep_messenger.py	pyro/contrib/gp/models/vgp.py	4	11	21
pyro/poutine/indep_messenger.py	pyro/contrib/gp/models/vsgp.py	4	11	11
pyro/poutine/indep_messenger.py	pyro/contrib/oed/eig.py	4	11	17
pyro/poutine/indep_messenger.py	pyro/distributions/delta.py	4	11	44
pyro/poutine/indep_messenger.py	pyro/distributions/diag_normal_mixture.py	4	11	8
pyro/poutine/indep_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	4	11	9
pyro/poutine/indep_messenger.py	pyro/distributions/mixture.py	4	11	8
pyro/poutine/indep_messenger.py	pyro/distributions/omt_mvn.py	4	11	18
pyro/poutine/indep_messenger.py	pyro/distributions/relaxed_straight_through.py	4	11	8
pyro/poutine/indep_messenger.py	pyro/distributions/testing/rejection_gamma.py	4	11	19
pyro/poutine/indep_messenger.py	pyro/distributions/torch.py	4	11	40
pyro/poutine/indep_messenger.py	pyro/distributions/torch_distribution.py	4	11	39
pyro/poutine/indep_messenger.py	pyro/distributions/util.py	4	11	62
pyro/poutine/indep_messenger.py	pyro/infer/mcmc/util.py	4	11	35
pyro/poutine/indep_messenger.py	pyro/infer/renyi_elbo.py	4	11	14
pyro/poutine/indep_messenger.py	pyro/infer/util.py	4	11	49
pyro/poutine/indep_messenger.py	pyro/ops/jit.py	4	11	9
pyro/poutine/indep_messenger.py	pyro/params/param_store.py	4	11	38
pyro/poutine/indep_messenger.py	pyro/poutine/block_messenger.py	4	11	12
pyro/poutine/indep_messenger.py	pyro/poutine/condition_messenger.py	4	11	7
pyro/poutine/indep_messenger.py	pyro/__init__.py	4	11	176
pyro/poutine/indep_messenger.py	pyro/infer/elbo.py	4	11	27
pyro/poutine/indep_messenger.py	pyro/infer/enum.py	4	11	32
pyro/poutine/indep_messenger.py	pyro/infer/trace_elbo.py	4	11	59
pyro/poutine/indep_messenger.py	pyro/poutine/handlers.py	4	11	30
pyro/poutine/infer_config_messenger.py	pyro/infer/discrete.py	4	5	11
pyro/poutine/infer_config_messenger.py	pyro/infer/traceenum_elbo.py	4	5	64
pyro/poutine/infer_config_messenger.py	pyro/poutine/escape_messenger.py	4	5	6
pyro/poutine/infer_config_messenger.py	pyro/poutine/indep_messenger.py	4	5	11
pyro/poutine/lift_messenger.py	pyro/infer/discrete.py	4	9	11
pyro/poutine/lift_messenger.py	pyro/infer/traceenum_elbo.py	4	9	64
pyro/poutine/lift_messenger.py	pyro/poutine/escape_messenger.py	4	9	6
pyro/poutine/lift_messenger.py	pyro/poutine/indep_messenger.py	4	9	11
pyro/poutine/markov_messenger.py	pyro/distributions/util.py	4	7	62
pyro/poutine/markov_messenger.py	pyro/infer/discrete.py	4	7	11
pyro/poutine/markov_messenger.py	pyro/infer/mcmc/hmc.py	4	7	77
pyro/poutine/markov_messenger.py	pyro/infer/mcmc/nuts.py	4	7	59
pyro/poutine/markov_messenger.py	pyro/infer/util.py	4	7	49
pyro/poutine/markov_messenger.py	pyro/ops/contract.py	4	7	21
pyro/poutine/markov_messenger.py	pyro/poutine/block_messenger.py	4	7	12
pyro/poutine/markov_messenger.py	pyro/poutine/condition_messenger.py	4	7	7
pyro/poutine/markov_messenger.py	pyro/poutine/infer_config_messenger.py	4	7	5
pyro/poutine/markov_messenger.py	pyro/poutine/lift_messenger.py	4	7	9
pyro/poutine/mask_messenger.py	examples/hmm.py	4	7	45
pyro/poutine/mask_messenger.py	pyro/distributions/mixture.py	4	7	8
pyro/poutine/mask_messenger.py	pyro/distributions/spanning_tree.py	4	7	7
pyro/poutine/mask_messenger.py	pyro/distributions/transforms/block_autoregressive.py	4	7	12
pyro/poutine/mask_messenger.py	pyro/infer/discrete.py	4	7	11
pyro/poutine/mask_messenger.py	pyro/infer/util.py	4	7	49
pyro/poutine/mask_messenger.py	pyro/ops/indexing.py	4	7	6
pyro/poutine/mask_messenger.py	pyro/poutine/block_messenger.py	4	7	12
pyro/poutine/mask_messenger.py	pyro/poutine/condition_messenger.py	4	7	7
pyro/poutine/mask_messenger.py	pyro/poutine/infer_config_messenger.py	4	7	5
pyro/poutine/mask_messenger.py	pyro/poutine/lift_messenger.py	4	7	9
pyro/poutine/mask_messenger.py	pyro/poutine/markov_messenger.py	4	7	7
pyro/poutine/mask_messenger.py	pyro/distributions/score_parts.py	4	7	7
pyro/poutine/messenger.py	pyro/contrib/__init__.py	4	14	17
pyro/poutine/messenger.py	examples/vae/utils/mnist_cached.py	4	14	9
pyro/poutine/messenger.py	examples/vae/vae_comparison.py	4	14	29
pyro/poutine/messenger.py	pyro/contrib/gp/kernels/kernel.py	4	14	22
pyro/poutine/messenger.py	pyro/contrib/gp/kernels/periodic.py	4	14	12
pyro/poutine/messenger.py	pyro/contrib/gp/models/sgpr.py	4	14	32
pyro/poutine/messenger.py	pyro/contrib/minipyro.py	4	14	17
pyro/poutine/messenger.py	pyro/distributions/empirical.py	4	14	13
pyro/poutine/messenger.py	pyro/distributions/gaussian_scale_mixture.py	4	14	9
pyro/poutine/messenger.py	pyro/distributions/testing/rejection_exponential.py	4	14	9
pyro/poutine/messenger.py	pyro/distributions/util.py	4	14	62
pyro/poutine/messenger.py	pyro/infer/importance.py	4	14	33
pyro/poutine/messenger.py	pyro/infer/renyi_elbo.py	4	14	14
pyro/poutine/messenger.py	pyro/infer/util.py	4	14	49
pyro/poutine/messenger.py	pyro/nn/auto_reg_nn.py	4	14	25
pyro/poutine/messenger.py	pyro/optim/optim.py	4	14	24
pyro/poutine/messenger.py	pyro/params/param_store.py	4	14	38
pyro/poutine/messenger.py	pyro/poutine/condition_messenger.py	4	14	7
pyro/poutine/messenger.py	pyro/poutine/infer_config_messenger.py	4	14	5
pyro/poutine/plate_messenger.py	examples/hmm.py	4	5	45
pyro/poutine/plate_messenger.py	examples/sparse_gamma_def.py	4	5	28
pyro/poutine/plate_messenger.py	pyro/distributions/mixture.py	4	5	8
pyro/poutine/plate_messenger.py	pyro/infer/mcmc/nuts.py	4	5	59
pyro/poutine/plate_messenger.py	pyro/infer/mcmc/util.py	4	5	35
pyro/poutine/plate_messenger.py	pyro/infer/renyi_elbo.py	4	5	14
pyro/poutine/plate_messenger.py	pyro/infer/traceenum_elbo.py	4	5	64
pyro/poutine/plate_messenger.py	pyro/infer/util.py	4	5	49
pyro/poutine/plate_messenger.py	pyro/ops/contract.py	4	5	21
pyro/poutine/plate_messenger.py	pyro/poutine/__init__.py	4	5	64
pyro/poutine/plate_messenger.py	pyro/poutine/broadcast_messenger.py	4	5	9
pyro/poutine/plate_messenger.py	pyro/poutine/handlers.py	4	5	30
pyro/poutine/reentrant_messenger.py	examples/hmm.py	4	4	45
pyro/poutine/reentrant_messenger.py	pyro/distributions/util.py	4	4	62
pyro/poutine/reentrant_messenger.py	pyro/infer/mcmc/hmc.py	4	4	77
pyro/poutine/reentrant_messenger.py	pyro/infer/mcmc/nuts.py	4	4	59
pyro/poutine/reentrant_messenger.py	pyro/infer/traceenum_elbo.py	4	4	64
pyro/poutine/reentrant_messenger.py	pyro/infer/util.py	4	4	49
pyro/poutine/reentrant_messenger.py	pyro/ops/contract.py	4	4	21
pyro/poutine/reentrant_messenger.py	pyro/poutine/markov_messenger.py	4	4	7
pyro/poutine/replay_messenger.py	pyro/infer/discrete.py	4	6	11
pyro/poutine/replay_messenger.py	pyro/ops/jit.py	4	6	9
pyro/poutine/replay_messenger.py	pyro/poutine/escape_messenger.py	4	6	6
pyro/poutine/replay_messenger.py	pyro/poutine/indep_messenger.py	4	6	11
pyro/poutine/replay_messenger.py	pyro/poutine/markov_messenger.py	4	6	7
pyro/poutine/replay_messenger.py	pyro/poutine/mask_messenger.py	4	6	7
pyro/poutine/replay_messenger.py	pyro/poutine/messenger.py	4	6	14
pyro/poutine/replay_messenger.py	pyro/poutine/handlers.py	4	6	30
pyro/poutine/runtime.py	examples/air/air.py	4	16	36
pyro/poutine/runtime.py	examples/hmm.py	4	16	45
pyro/poutine/runtime.py	examples/vae/ss_vae_M2.py	4	16	34
pyro/poutine/runtime.py	examples/vae/vae_comparison.py	4	16	29
pyro/poutine/runtime.py	pyro/distributions/util.py	4	16	62
pyro/poutine/runtime.py	pyro/infer/abstract_infer.py	4	16	64
pyro/poutine/runtime.py	pyro/infer/mcmc/util.py	4	16	35
pyro/poutine/runtime.py	pyro/infer/renyi_elbo.py	4	16	14
pyro/poutine/runtime.py	pyro/infer/traceenum_elbo.py	4	16	64
pyro/poutine/runtime.py	pyro/infer/util.py	4	16	49
pyro/poutine/runtime.py	pyro/ops/contract.py	4	16	21
pyro/poutine/runtime.py	pyro/poutine/block_messenger.py	4	16	12
pyro/poutine/runtime.py	pyro/poutine/escape_messenger.py	4	16	6
pyro/poutine/runtime.py	pyro/poutine/indep_messenger.py	4	16	11
pyro/poutine/runtime.py	pyro/__init__.py	4	16	176
pyro/poutine/scale_messenger.py	pyro/distributions/torch_distribution.py	4	6	39
pyro/poutine/scale_messenger.py	pyro/distributions/util.py	4	6	62
pyro/poutine/scale_messenger.py	pyro/infer/discrete.py	4	6	11
pyro/poutine/scale_messenger.py	pyro/infer/traceenum_elbo.py	4	6	64
pyro/poutine/scale_messenger.py	pyro/poutine/escape_messenger.py	4	6	6
pyro/poutine/scale_messenger.py	pyro/poutine/indep_messenger.py	4	6	11
pyro/poutine/scale_messenger.py	pyro/poutine/markov_messenger.py	4	6	7
pyro/poutine/scale_messenger.py	pyro/poutine/messenger.py	4	6	14
pyro/poutine/scale_messenger.py	pyro/poutine/__init__.py	4	6	64
pyro/poutine/scale_messenger.py	pyro/poutine/handlers.py	4	6	30
pyro/poutine/subsample_messenger.py	examples/sparse_gamma_def.py	4	13	28
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/models/gplvm.py	4	13	12
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/models/gpr.py	4	13	27
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/models/sgpr.py	4	13	32
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/models/vgp.py	4	13	21
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/models/vsgp.py	4	13	11
pyro/poutine/subsample_messenger.py	pyro/contrib/oed/eig.py	4	13	17
pyro/poutine/subsample_messenger.py	pyro/distributions/delta.py	4	13	44
pyro/poutine/subsample_messenger.py	pyro/distributions/diag_normal_mixture.py	4	13	8
pyro/poutine/subsample_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	4	13	9
pyro/poutine/subsample_messenger.py	pyro/distributions/mixture.py	4	13	8
pyro/poutine/subsample_messenger.py	pyro/distributions/omt_mvn.py	4	13	18
pyro/poutine/subsample_messenger.py	pyro/distributions/relaxed_straight_through.py	4	13	8
pyro/poutine/subsample_messenger.py	pyro/distributions/testing/rejection_gamma.py	4	13	19
pyro/poutine/subsample_messenger.py	pyro/distributions/torch_distribution.py	4	13	39
pyro/poutine/subsample_messenger.py	pyro/distributions/util.py	4	13	62
pyro/poutine/subsample_messenger.py	pyro/infer/mcmc/util.py	4	13	35
pyro/poutine/subsample_messenger.py	pyro/infer/renyi_elbo.py	4	13	14
pyro/poutine/subsample_messenger.py	pyro/ops/jit.py	4	13	9
pyro/poutine/subsample_messenger.py	pyro/params/param_store.py	4	13	38
pyro/poutine/subsample_messenger.py	pyro/poutine/mask_messenger.py	4	13	7
pyro/poutine/subsample_messenger.py	pyro/infer/elbo.py	4	13	27
pyro/poutine/subsample_messenger.py	pyro/infer/enum.py	4	13	32
pyro/poutine/subsample_messenger.py	pyro/infer/trace_elbo.py	4	13	59
pyro/poutine/subsample_messenger.py	pyro/poutine/__init__.py	4	13	64
pyro/poutine/subsample_messenger.py	pyro/poutine/handlers.py	4	13	30
pyro/poutine/trace_messenger.py	pyro/distributions/distribution.py	4	15	44
pyro/poutine/trace_messenger.py	pyro/distributions/hmm.py	4	15	30
pyro/poutine/trace_messenger.py	pyro/distributions/torch.py	4	15	40
pyro/poutine/trace_messenger.py	pyro/distributions/torch_distribution.py	4	15	39
pyro/poutine/trace_messenger.py	examples/rsa/search_inference.py	4	15	9
pyro/poutine/trace_messenger.py	examples/vae/utils/mnist_cached.py	4	15	9
pyro/poutine/trace_messenger.py	pyro/contrib/autoname/scoping.py	4	15	6
pyro/poutine/trace_messenger.py	pyro/contrib/gp/kernels/kernel.py	4	15	22
pyro/poutine/trace_messenger.py	pyro/contrib/gp/kernels/periodic.py	4	15	12
pyro/poutine/trace_messenger.py	pyro/contrib/gp/models/sgpr.py	4	15	32
pyro/poutine/trace_messenger.py	pyro/distributions/empirical.py	4	15	13
pyro/poutine/trace_messenger.py	pyro/distributions/testing/rejection_exponential.py	4	15	9
pyro/poutine/trace_messenger.py	pyro/distributions/util.py	4	15	62
pyro/poutine/trace_messenger.py	pyro/infer/discrete.py	4	15	11
pyro/poutine/trace_messenger.py	pyro/infer/mcmc/api.py	4	15	24
pyro/poutine/trace_messenger.py	pyro/infer/util.py	4	15	49
pyro/poutine/trace_messenger.py	pyro/ops/contract.py	4	15	21
pyro/poutine/trace_messenger.py	pyro/ops/rings.py	4	15	10
pyro/poutine/trace_messenger.py	pyro/optim/optim.py	4	15	24
pyro/poutine/trace_messenger.py	pyro/poutine/indep_messenger.py	4	15	11
pyro/poutine/trace_messenger.py	pyro/poutine/markov_messenger.py	4	15	7
pyro/poutine/trace_messenger.py	pyro/poutine/mask_messenger.py	4	15	7
pyro/poutine/trace_messenger.py	pyro/poutine/runtime.py	4	15	16
pyro/poutine/trace_messenger.py	pyro/contrib/autoname/__init__.py	4	15	5
pyro/poutine/trace_struct.py	pyro/distributions/distribution.py	4	22	44
pyro/poutine/trace_struct.py	examples/rsa/search_inference.py	4	22	9
pyro/poutine/trace_struct.py	examples/sparse_gamma_def.py	4	22	28
pyro/poutine/trace_struct.py	pyro/contrib/autoname/scoping.py	4	22	6
pyro/poutine/trace_struct.py	pyro/contrib/gp/kernels/kernel.py	4	22	22
pyro/poutine/trace_struct.py	pyro/contrib/gp/models/gplvm.py	4	22	12
pyro/poutine/trace_struct.py	pyro/contrib/gp/models/model.py	4	22	24
pyro/poutine/trace_struct.py	pyro/contrib/tracking/assignment.py	4	22	9
pyro/poutine/trace_struct.py	pyro/distributions/mixture.py	4	22	8
pyro/poutine/trace_struct.py	pyro/infer/abstract_infer.py	4	22	64
pyro/poutine/trace_struct.py	pyro/infer/mcmc/api.py	4	22	24
pyro/poutine/trace_struct.py	pyro/infer/renyi_elbo.py	4	22	14
pyro/poutine/trace_struct.py	pyro/infer/svi.py	4	22	28
pyro/poutine/trace_struct.py	pyro/infer/trace_mean_field_elbo.py	4	22	10
pyro/poutine/trace_struct.py	pyro/ops/jit.py	4	22	9
pyro/poutine/trace_struct.py	pyro/ops/rings.py	4	22	10
pyro/poutine/trace_struct.py	pyro/poutine/condition_messenger.py	4	22	7
pyro/poutine/trace_struct.py	pyro/poutine/indep_messenger.py	4	22	11
pyro/poutine/trace_struct.py	pyro/poutine/markov_messenger.py	4	22	7
pyro/poutine/trace_struct.py	pyro/poutine/mask_messenger.py	4	22	7
pyro/poutine/trace_struct.py	pyro/poutine/messenger.py	4	22	14
pyro/poutine/trace_struct.py	pyro/poutine/plate_messenger.py	4	22	5
pyro/poutine/trace_struct.py	pyro/poutine/reentrant_messenger.py	4	22	4
pyro/poutine/trace_struct.py	pyro/poutine/scale_messenger.py	4	22	6
pyro/poutine/trace_struct.py	pyro/poutine/subsample_messenger.py	4	22	13
pyro/poutine/trace_struct.py	examples/contrib/autoname/scoping_mixture.py	4	22	22
pyro/poutine/trace_struct.py	pyro/__init__.py	4	22	176
pyro/poutine/trace_struct.py	pyro/infer/elbo.py	4	22	27
pyro/poutine/trace_struct.py	pyro/infer/tracegraph_elbo.py	4	22	70
pyro/poutine/uncondition_messenger.py	pyro/infer/csis.py	4	5	5
pyro/poutine/uncondition_messenger.py	pyro/infer/svi.py	4	5	28
pyro/poutine/uncondition_messenger.py	pyro/infer/util.py	4	5	49
pyro/poutine/uncondition_messenger.py	pyro/infer/__init__.py	4	5	44
pyro/poutine/util.py	pyro/__init__.py	4	13	176
pyro/poutine/util.py	pyro/distributions/distribution.py	4	13	44
pyro/poutine/util.py	pyro/infer/abstract_infer.py	4	13	64
pyro/poutine/util.py	pyro/infer/elbo.py	4	13	27
pyro/poutine/util.py	pyro/infer/mcmc/nuts.py	4	13	59
pyro/poutine/util.py	pyro/infer/traceenum_elbo.py	4	13	64
pyro/poutine/util.py	pyro/infer/util.py	4	13	49
pyro/poutine/util.py	pyro/params/__init__.py	4	13	12
pyro/poutine/util.py	pyro/params/param_store.py	4	13	38
pyro/poutine/util.py	pyro/poutine/block_messenger.py	4	13	12
pyro/poutine/util.py	pyro/poutine/escape_messenger.py	4	13	6
pyro/poutine/util.py	pyro/poutine/handlers.py	4	13	30
pyro/poutine/util.py	pyro/poutine/trace_messenger.py	4	13	15
pyro/primitives.py	pyro/distributions/torch.py	4	35	40
pyro/primitives.py	examples/hmm.py	4	35	45
pyro/primitives.py	examples/rsa/search_inference.py	4	35	9
pyro/primitives.py	examples/sparse_gamma_def.py	4	35	28
pyro/primitives.py	examples/vae/ss_vae_M2.py	4	35	34
pyro/primitives.py	examples/vae/vae_comparison.py	4	35	29
pyro/primitives.py	pyro/contrib/gp/kernels/periodic.py	4	35	12
pyro/primitives.py	pyro/contrib/gp/likelihoods/likelihood.py	4	35	12
pyro/primitives.py	pyro/contrib/gp/models/gplvm.py	4	35	12
pyro/primitives.py	pyro/contrib/gp/models/gpr.py	4	35	27
pyro/primitives.py	pyro/contrib/gp/models/vgp.py	4	35	21
pyro/primitives.py	pyro/distributions/empirical.py	4	35	13
pyro/primitives.py	pyro/distributions/gaussian_scale_mixture.py	4	35	9
pyro/primitives.py	pyro/distributions/mixture.py	4	35	8
pyro/primitives.py	pyro/distributions/testing/rejection_exponential.py	4	35	9
pyro/primitives.py	pyro/infer/importance.py	4	35	33
pyro/primitives.py	pyro/infer/svi.py	4	35	28
pyro/primitives.py	pyro/infer/util.py	4	35	49
pyro/primitives.py	pyro/optim/optim.py	4	35	24
pyro/primitives.py	pyro/poutine/infer_config_messenger.py	4	35	5
pyro/primitives.py	pyro/poutine/mask_messenger.py	4	35	7
pyro/primitives.py	pyro/poutine/replay_messenger.py	4	35	6
pyro/primitives.py	pyro/distributions/__init__.py	4	35	114
pyro/primitives.py	pyro/infer/elbo.py	4	35	27
pyro/primitives.py	pyro/infer/enum.py	4	35	32
pyro/primitives.py	pyro/poutine/broadcast_messenger.py	4	35	9
pyro/util.py	examples/contrib/gp/sv-dkl.py	4	141	34
pyro/util.py	examples/rsa/search_inference.py	4	141	9
pyro/util.py	pyro/contrib/gp/likelihoods/likelihood.py	4	141	12
pyro/util.py	pyro/contrib/gp/likelihoods/poisson.py	4	141	11
pyro/util.py	pyro/contrib/gp/models/model.py	4	141	24
pyro/util.py	pyro/contrib/minipyro.py	4	141	17
pyro/util.py	pyro/contrib/oed/eig.py	4	141	17
pyro/util.py	pyro/contrib/tracking/assignment.py	4	141	9
pyro/util.py	pyro/distributions/diag_normal_mixture.py	4	141	8
pyro/util.py	pyro/distributions/diag_normal_mixture_shared_cov.py	4	141	9
pyro/util.py	pyro/distributions/empirical.py	4	141	13
pyro/util.py	pyro/distributions/mixture.py	4	141	8
pyro/util.py	pyro/distributions/relaxed_straight_through.py	4	141	8
pyro/util.py	pyro/distributions/testing/naive_dirichlet.py	4	141	7
pyro/util.py	pyro/distributions/testing/rejection_exponential.py	4	141	9
pyro/util.py	pyro/distributions/torch.py	4	141	40
pyro/util.py	pyro/infer/discrete.py	4	141	11
pyro/util.py	pyro/ops/rings.py	4	141	10
pyro/util.py	pyro/poutine/condition_messenger.py	4	141	7
pyro/util.py	pyro/poutine/infer_config_messenger.py	4	141	5
pyro/util.py	pyro/poutine/lift_messenger.py	4	141	9
pyro/util.py	pyro/poutine/plate_messenger.py	4	141	5
pyro/util.py	pyro/poutine/replay_messenger.py	4	141	6
pyro/util.py	pyro/poutine/runtime.py	4	141	16
pyro/util.py	pyro/poutine/scale_messenger.py	4	141	6
pyro/util.py	examples/contrib/autoname/scoping_mixture.py	4	141	22
pyro/util.py	examples/lda.py	4	141	25
pyro/util.py	examples/lkj.py	4	141	20
pyro/util.py	pyro/distributions/testing/fakes.py	4	141	7
pyro/util.py	pyro/nn/__init__.py	4	141	16
pyro/util.py	pyro/ops/einsum/adjoint.py	4	141	7
pyro/util.py	pyro/ops/einsum/torch_sample.py	4	141	5
setup.py	pyro/contrib/__init__.py	4	104	17
setup.py	pyro/poutine/handlers.py	4	104	30
setup.py	pyro/poutine/messenger.py	4	104	14
setup.py	pyro/distributions/torch.py	4	104	40
setup.py	pyro/ops/einsum/adjoint.py	4	104	7
setup.py	pyro/optim/lr_scheduler.py	4	104	10
setup.py	examples/dmm/polyphonic_data_loader.py	4	104	16
setup.py	examples/rsa/search_inference.py	4	104	9
setup.py	profiler/profiling_utils.py	4	104	5
setup.py	pyro/contrib/examples/util.py	4	104	9
setup.py	pyro/contrib/gp/util.py	4	104	19
setup.py	pyro/contrib/oed/eig.py	4	104	17
setup.py	pyro/distributions/empirical.py	4	104	13
setup.py	pyro/distributions/omt_mvn.py	4	104	18
setup.py	pyro/infer/mcmc/logger.py	4	104	12
setup.py	pyro/infer/mcmc/nuts.py	4	104	59
setup.py	pyro/nn/__init__.py	4	104	16
setup.py	pyro/nn/auto_reg_nn.py	4	104	25
setup.py	pyro/ops/stats.py	4	104	17
setup.py	pyro/optim/clipped_adam.py	4	104	10
setup.py	pyro/poutine/trace_messenger.py	4	104	15
setup.py	pyro/primitives.py	4	104	35
tutorial/source/effect_handlers.ipynb	tutorial/source/custom_objectives.ipynb	4	10	11
tutorial/source/enumeration.ipynb	tutorial/source/effect_handlers.ipynb	4	27	10
tutorial/source/intro_part_i.ipynb	pyro/infer/mcmc/hmc.py	4	20	77
tutorial/source/intro_part_i.ipynb	pyro/__init__.py	4	20	176
tutorial/source/intro_part_i.ipynb	examples/air/air.py	4	20	36
tutorial/source/jit.ipynb	tutorial/source/custom_objectives.ipynb	4	23	11
tutorial/source/jit.ipynb	tutorial/source/effect_handlers.ipynb	4	23	10
tutorial/source/search_inference.py	pyro/distributions/util.py	4	7	62
tutorial/source/search_inference.py	pyro/infer/abstract_infer.py	4	7	64
tutorial/source/search_inference.py	pyro/infer/mcmc/api.py	4	7	24
tutorial/source/search_inference.py	pyro/infer/renyi_elbo.py	4	7	14
tutorial/source/search_inference.py	pyro/infer/traceenum_elbo.py	4	7	64
tutorial/source/search_inference.py	pyro/ops/contract.py	4	7	21
tutorial/source/search_inference.py	pyro/ops/rings.py	4	7	10
tutorial/source/search_inference.py	pyro/poutine/trace_messenger.py	4	7	15
tutorial/source/search_inference.py	pyro/poutine/trace_struct.py	4	7	22
tutorial/source/search_inference.py	pyro/util.py	4	7	141
tutorial/source/search_inference.py	examples/baseball.py	4	7	46
tutorial/source/ss-vae.ipynb	pyro/infer/tracegraph_elbo.py	4	26	70
tutorial/source/ss-vae.ipynb	pyro/distributions/util.py	4	26	62
tutorial/source/tensor_shapes.ipynb	tutorial/source/intro_part_i.ipynb	4	39	20
tutorial/source/tensor_shapes.ipynb	pyro/infer/mcmc/hmc.py	4	39	77
tutorial/source/vae.ipynb	pyro/infer/mcmc/hmc.py	4	49	77
tutorial/source/vae.ipynb	pyro/infer/mcmc/nuts.py	4	49	59
tutorial/source/vae.ipynb	pyro/infer/svi.py	4	49	28
examples/air/modules.py	examples/air/main.py	3	6	37
examples/air/viz.py	examples/air/air.py	3	6	36
examples/air/viz.py	examples/air/main.py	3	6	37
examples/baseball.py	examples/air/air.py	3	46	36
examples/capture_recapture/cjs.py	examples/baseball.py	3	9	46
examples/contrib/autoname/mixture.py	examples/capture_recapture/cjs.py	3	22	9
examples/contrib/autoname/tree_data.py	examples/capture_recapture/cjs.py	3	21	9
examples/contrib/forecast/bart.py	examples/air/main.py	3	6	37
examples/contrib/forecast/bart.py	examples/baseball.py	3	6	46
examples/contrib/forecast/bart.py	examples/contrib/autoname/mixture.py	3	6	22
examples/contrib/forecast/bart.py	examples/contrib/autoname/scoping_mixture.py	3	6	22
examples/contrib/forecast/bart.py	examples/contrib/autoname/tree_data.py	3	6	21
examples/contrib/forecast/bart.py	examples/contrib/cevae/synthetic.py	3	6	8
examples/contrib/gp/sv-dkl.py	examples/contrib/forecast/bart.py	3	34	6
examples/contrib/gp/sv-dkl.py	examples/air/air.py	3	34	36
examples/contrib/oed/gp_bayes_opt.py	examples/contrib/gp/sv-dkl.py	3	9	34
examples/contrib/timeseries/gp_models.py	examples/contrib/forecast/bart.py	3	10	6
examples/dmm/dmm.py	examples/contrib/forecast/bart.py	3	56	6
examples/dmm/dmm.py	examples/air/viz.py	3	56	6
examples/eight_schools/mcmc.py	examples/contrib/forecast/bart.py	3	29	6
examples/eight_schools/mcmc.py	examples/capture_recapture/cjs.py	3	29	9
examples/eight_schools/mcmc.py	examples/eight_schools/data.py	3	29	3
examples/eight_schools/svi.py	examples/contrib/forecast/bart.py	3	22	6
examples/eight_schools/svi.py	examples/eight_schools/data.py	3	22	3
examples/hmm.py	examples/contrib/forecast/bart.py	3	45	6
examples/hmm.py	examples/dmm/polyphonic_data_loader.py	3	45	16
examples/inclined_plane.py	examples/contrib/forecast/bart.py	3	35	6
examples/inclined_plane.py	examples/air/air.py	3	35	36
examples/inclined_plane.py	examples/dmm/polyphonic_data_loader.py	3	35	16
examples/lda.py	examples/contrib/forecast/bart.py	3	25	6
examples/lda.py	examples/capture_recapture/cjs.py	3	25	9
examples/lkj.py	examples/contrib/forecast/bart.py	3	20	6
examples/lkj.py	examples/capture_recapture/cjs.py	3	20	9
examples/minipyro.py	examples/contrib/forecast/bart.py	3	26	6
examples/mixed_hmm/model.py	examples/mixed_hmm/experiment.py	3	4	3
examples/mixed_hmm/seal_data.py	examples/dmm/polyphonic_data_loader.py	3	5	16
examples/mixed_hmm/seal_data.py	examples/mixed_hmm/experiment.py	3	5	3
examples/mixed_hmm/seal_data.py	examples/mixed_hmm/model.py	3	5	4
examples/neutra.py	examples/air/main.py	3	6	37
examples/neutra.py	examples/baseball.py	3	6	46
examples/neutra.py	examples/contrib/autoname/mixture.py	3	6	22
examples/neutra.py	examples/contrib/autoname/scoping_mixture.py	3	6	22
examples/neutra.py	examples/contrib/autoname/tree_data.py	3	6	21
examples/neutra.py	examples/contrib/cevae/synthetic.py	3	6	8
examples/neutra.py	examples/contrib/forecast/bart.py	3	6	6
examples/neutra.py	examples/contrib/gp/sv-dkl.py	3	6	34
examples/neutra.py	examples/contrib/timeseries/gp_models.py	3	6	10
examples/neutra.py	examples/dmm/dmm.py	3	6	56
examples/neutra.py	examples/eight_schools/mcmc.py	3	6	29
examples/neutra.py	examples/eight_schools/svi.py	3	6	22
examples/neutra.py	examples/hmm.py	3	6	45
examples/neutra.py	examples/inclined_plane.py	3	6	35
examples/neutra.py	examples/lda.py	3	6	25
examples/neutra.py	examples/lkj.py	3	6	20
examples/neutra.py	examples/minipyro.py	3	6	26
examples/rsa/generics.py	examples/contrib/forecast/bart.py	3	19	6
examples/rsa/generics.py	examples/neutra.py	3	19	6
examples/rsa/hyperbole.py	examples/contrib/forecast/bart.py	3	19	6
examples/rsa/hyperbole.py	examples/neutra.py	3	19	6
examples/rsa/schelling.py	examples/contrib/forecast/bart.py	3	19	6
examples/rsa/schelling.py	examples/neutra.py	3	19	6
examples/rsa/schelling_false.py	examples/contrib/forecast/bart.py	3	19	6
examples/rsa/schelling_false.py	examples/neutra.py	3	19	6
examples/rsa/search_inference.py	examples/contrib/gp/sv-dkl.py	3	9	34
examples/rsa/search_inference.py	examples/hmm.py	3	9	45
examples/rsa/search_inference.py	examples/eight_schools/mcmc.py	3	9	29
examples/rsa/search_inference.py	examples/eight_schools/svi.py	3	9	22
examples/rsa/search_inference.py	examples/mixed_hmm/seal_data.py	3	9	5
examples/rsa/search_inference.py	examples/rsa/generics.py	3	9	19
examples/rsa/search_inference.py	examples/rsa/hyperbole.py	3	9	19
examples/rsa/search_inference.py	examples/rsa/schelling.py	3	9	19
examples/rsa/search_inference.py	examples/rsa/schelling_false.py	3	9	19
examples/rsa/semantic_parsing.py	examples/contrib/forecast/bart.py	3	20	6
examples/rsa/semantic_parsing.py	examples/neutra.py	3	20	6
examples/sparse_gamma_def.py	examples/contrib/forecast/bart.py	3	28	6
examples/sparse_gamma_def.py	examples/neutra.py	3	28	6
examples/sparse_gamma_def.py	examples/rsa/search_inference.py	3	28	9
examples/sparse_gamma_def.py	examples/dmm/polyphonic_data_loader.py	3	28	16
examples/sparse_gamma_def.py	examples/mixed_hmm/seal_data.py	3	28	5
examples/sparse_regression.py	examples/contrib/forecast/bart.py	3	18	6
examples/sparse_regression.py	examples/neutra.py	3	18	6
examples/vae/ss_vae_M2.py	examples/contrib/forecast/bart.py	3	34	6
examples/vae/ss_vae_M2.py	examples/neutra.py	3	34	6
examples/vae/ss_vae_M2.py	examples/dmm/polyphonic_data_loader.py	3	34	16
examples/vae/utils/custom_mlp.py	examples/air/air.py	3	6	36
examples/vae/utils/custom_mlp.py	examples/dmm/dmm.py	3	6	56
examples/vae/utils/mnist_cached.py	examples/air/air.py	3	9	36
examples/vae/utils/mnist_cached.py	examples/contrib/gp/sv-dkl.py	3	9	34
examples/vae/utils/mnist_cached.py	examples/dmm/dmm.py	3	9	56
examples/vae/utils/mnist_cached.py	examples/hmm.py	3	9	45
examples/vae/utils/mnist_cached.py	examples/sparse_gamma_def.py	3	9	28
examples/vae/utils/mnist_cached.py	examples/air/main.py	3	9	37
examples/vae/utils/mnist_cached.py	examples/dmm/polyphonic_data_loader.py	3	9	16
examples/vae/utils/vae_plots.py	examples/vae/utils/custom_mlp.py	3	4	6
examples/vae/utils/vae_plots.py	examples/vae/utils/mnist_cached.py	3	4	9
examples/vae/vae.py	examples/contrib/forecast/bart.py	3	29	6
examples/vae/vae.py	examples/neutra.py	3	29	6
examples/vae/vae.py	examples/air/modules.py	3	29	6
examples/vae/vae.py	examples/vae/utils/custom_mlp.py	3	29	6
examples/vae/vae.py	examples/vae/utils/mnist_cached.py	3	29	9
examples/vae/vae.py	examples/vae/utils/vae_plots.py	3	29	4
examples/vae/vae_comparison.py	examples/contrib/forecast/bart.py	3	29	6
examples/vae/vae_comparison.py	examples/neutra.py	3	29	6
examples/vae/vae_comparison.py	examples/air/modules.py	3	29	6
examples/vae/vae_comparison.py	examples/rsa/search_inference.py	3	29	9
examples/vae/vae_comparison.py	examples/dmm/polyphonic_data_loader.py	3	29	16
profiler/distributions.py	examples/air/main.py	3	11	37
profiler/distributions.py	examples/inclined_plane.py	3	11	35
profiler/hmm.py	examples/hmm.py	3	3	45
profiler/profiling_utils.py	examples/contrib/gp/sv-dkl.py	3	5	34
profiler/profiling_utils.py	examples/hmm.py	3	5	45
profiler/profiling_utils.py	examples/rsa/search_inference.py	3	5	9
profiler/profiling_utils.py	examples/sparse_gamma_def.py	3	5	28
profiler/profiling_utils.py	profiler/distributions.py	3	5	11
pyro/__init__.py	examples/contrib/forecast/bart.py	3	176	6
pyro/__init__.py	examples/neutra.py	3	176	6
pyro/__init__.py	examples/air/viz.py	3	176	6
pyro/__init__.py	examples/rsa/search_inference.py	3	176	9
pyro/contrib/__init__.py	examples/air/main.py	3	17	37
pyro/contrib/__init__.py	examples/capture_recapture/cjs.py	3	17	9
pyro/contrib/__init__.py	examples/contrib/autoname/mixture.py	3	17	22
pyro/contrib/__init__.py	examples/contrib/autoname/tree_data.py	3	17	21
pyro/contrib/__init__.py	examples/hmm.py	3	17	45
pyro/contrib/__init__.py	examples/inclined_plane.py	3	17	35
pyro/contrib/__init__.py	examples/sparse_gamma_def.py	3	17	28
pyro/contrib/__init__.py	profiler/distributions.py	3	17	11
pyro/contrib/__init__.py	pyro/__init__.py	3	17	176
pyro/contrib/autoname/__init__.py	examples/contrib/autoname/mixture.py	3	5	22
pyro/contrib/autoname/__init__.py	examples/contrib/autoname/scoping_mixture.py	3	5	22
pyro/contrib/autoname/__init__.py	examples/contrib/autoname/tree_data.py	3	5	21
pyro/contrib/autoname/__init__.py	pyro/contrib/__init__.py	3	5	17
pyro/contrib/autoname/named.py	examples/contrib/gp/sv-dkl.py	3	5	34
pyro/contrib/autoname/named.py	examples/hmm.py	3	5	45
pyro/contrib/autoname/named.py	examples/rsa/search_inference.py	3	5	9
pyro/contrib/autoname/named.py	examples/sparse_gamma_def.py	3	5	28
pyro/contrib/autoname/named.py	profiler/profiling_utils.py	3	5	5
pyro/contrib/autoname/named.py	examples/contrib/autoname/mixture.py	3	5	22
pyro/contrib/autoname/named.py	examples/contrib/autoname/tree_data.py	3	5	21
pyro/contrib/autoname/named.py	pyro/contrib/__init__.py	3	5	17
pyro/contrib/autoname/named.py	pyro/contrib/autoname/__init__.py	3	5	5
pyro/contrib/autoname/scoping.py	pyro/contrib/autoname/__init__.py	3	6	5
pyro/contrib/bnn/__init__.py	pyro/contrib/__init__.py	3	3	17
pyro/contrib/bnn/hidden_layer.py	pyro/contrib/__init__.py	3	3	17
pyro/contrib/bnn/hidden_layer.py	pyro/contrib/bnn/__init__.py	3	3	3
pyro/contrib/bnn/utils.py	pyro/contrib/__init__.py	3	3	17
pyro/contrib/bnn/utils.py	pyro/contrib/bnn/__init__.py	3	3	3
pyro/contrib/bnn/utils.py	pyro/contrib/bnn/hidden_layer.py	3	3	3
pyro/contrib/easyguide/__init__.py	pyro/contrib/__init__.py	3	3	17
pyro/contrib/easyguide/easyguide.py	examples/baseball.py	3	9	46
pyro/contrib/easyguide/easyguide.py	examples/capture_recapture/cjs.py	3	9	9
pyro/contrib/easyguide/easyguide.py	examples/hmm.py	3	9	45
pyro/contrib/easyguide/easyguide.py	examples/mixed_hmm/seal_data.py	3	9	5
pyro/contrib/easyguide/easyguide.py	examples/rsa/search_inference.py	3	9	9
pyro/contrib/easyguide/easyguide.py	examples/sparse_gamma_def.py	3	9	28
pyro/contrib/easyguide/easyguide.py	pyro/contrib/easyguide/__init__.py	3	9	3
pyro/contrib/epidemiology/__init__.py	examples/contrib/epidemiology/regional.py	3	13	10
pyro/contrib/epidemiology/distributions.py	pyro/contrib/epidemiology/__init__.py	3	9	13
pyro/contrib/epidemiology/models.py	examples/contrib/epidemiology/regional.py	3	9	10
pyro/contrib/epidemiology/util.py	examples/contrib/epidemiology/regional.py	3	8	10
pyro/contrib/epidemiology/util.py	pyro/contrib/epidemiology/__init__.py	3	8	13
pyro/contrib/examples/util.py	examples/air/main.py	3	9	37
pyro/contrib/examples/util.py	examples/contrib/gp/sv-dkl.py	3	9	34
pyro/contrib/examples/util.py	examples/dmm/polyphonic_data_loader.py	3	9	16
pyro/contrib/examples/util.py	examples/eight_schools/mcmc.py	3	9	29
pyro/contrib/examples/util.py	examples/hmm.py	3	9	45
pyro/contrib/examples/util.py	examples/mixed_hmm/seal_data.py	3	9	5
pyro/contrib/examples/util.py	examples/vae/ss_vae_M2.py	3	9	34
pyro/contrib/forecast/forecaster.py	pyro/contrib/forecast/__init__.py	3	14	3
pyro/contrib/forecast/util.py	pyro/contrib/forecast/forecaster.py	3	9	14
pyro/contrib/funsor/infer/traceenum_elbo.py	pyro/contrib/funsor/handlers/plate_messenger.py	3	3	4
pyro/contrib/funsor/infer/tracetmc_elbo.py	pyro/contrib/funsor/infer/__init__.py	3	3	4
pyro/contrib/gp/__init__.py	examples/air/air.py	3	14	36
pyro/contrib/gp/__init__.py	examples/air/main.py	3	14	37
pyro/contrib/gp/__init__.py	examples/inclined_plane.py	3	14	35
pyro/contrib/gp/__init__.py	profiler/distributions.py	3	14	11
pyro/contrib/gp/kernels/__init__.py	examples/air/main.py	3	12	37
pyro/contrib/gp/kernels/__init__.py	examples/contrib/gp/sv-dkl.py	3	12	34
pyro/contrib/gp/kernels/__init__.py	examples/inclined_plane.py	3	12	35
pyro/contrib/gp/kernels/__init__.py	profiler/distributions.py	3	12	11
pyro/contrib/gp/kernels/__init__.py	pyro/__init__.py	3	12	176
pyro/contrib/gp/kernels/brownian.py	examples/hmm.py	3	12	45
pyro/contrib/gp/kernels/brownian.py	examples/rsa/search_inference.py	3	12	9
pyro/contrib/gp/kernels/brownian.py	examples/sparse_gamma_def.py	3	12	28
pyro/contrib/gp/kernels/brownian.py	profiler/profiling_utils.py	3	12	5
pyro/contrib/gp/kernels/brownian.py	pyro/contrib/autoname/named.py	3	12	5
pyro/contrib/gp/kernels/brownian.py	pyro/contrib/__init__.py	3	12	17
pyro/contrib/gp/kernels/coregionalize.py	examples/hmm.py	3	9	45
pyro/contrib/gp/kernels/coregionalize.py	examples/rsa/search_inference.py	3	9	9
pyro/contrib/gp/kernels/coregionalize.py	examples/sparse_gamma_def.py	3	9	28
pyro/contrib/gp/kernels/coregionalize.py	profiler/profiling_utils.py	3	9	5
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/autoname/named.py	3	9	5
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/gp/__init__.py	3	9	14
pyro/contrib/gp/kernels/dot_product.py	examples/hmm.py	3	13	45
pyro/contrib/gp/kernels/dot_product.py	examples/rsa/search_inference.py	3	13	9
pyro/contrib/gp/kernels/dot_product.py	examples/sparse_gamma_def.py	3	13	28
pyro/contrib/gp/kernels/dot_product.py	profiler/profiling_utils.py	3	13	5
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/autoname/named.py	3	13	5
pyro/contrib/gp/kernels/dot_product.py	examples/baseball.py	3	13	46
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/__init__.py	3	13	17
pyro/contrib/gp/kernels/isotropic.py	examples/air/air.py	3	14	36
pyro/contrib/gp/kernels/isotropic.py	examples/hmm.py	3	14	45
pyro/contrib/gp/kernels/isotropic.py	examples/rsa/search_inference.py	3	14	9
pyro/contrib/gp/kernels/isotropic.py	examples/sparse_gamma_def.py	3	14	28
pyro/contrib/gp/kernels/isotropic.py	profiler/profiling_utils.py	3	14	5
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/autoname/named.py	3	14	5
pyro/contrib/gp/kernels/isotropic.py	pyro/__init__.py	3	14	176
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/__init__.py	3	14	17
pyro/contrib/gp/kernels/kernel.py	examples/air/air.py	3	22	36
pyro/contrib/gp/kernels/kernel.py	examples/hmm.py	3	22	45
pyro/contrib/gp/kernels/kernel.py	examples/rsa/search_inference.py	3	22	9
pyro/contrib/gp/kernels/kernel.py	examples/sparse_gamma_def.py	3	22	28
pyro/contrib/gp/kernels/kernel.py	examples/vae/ss_vae_M2.py	3	22	34
pyro/contrib/gp/kernels/kernel.py	examples/vae/utils/custom_mlp.py	3	22	6
pyro/contrib/gp/kernels/kernel.py	examples/vae/utils/mnist_cached.py	3	22	9
pyro/contrib/gp/kernels/kernel.py	examples/vae/vae_comparison.py	3	22	29
pyro/contrib/gp/kernels/kernel.py	profiler/profiling_utils.py	3	22	5
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/autoname/named.py	3	22	5
pyro/contrib/gp/kernels/kernel.py	examples/air/main.py	3	22	37
pyro/contrib/gp/kernels/kernel.py	examples/baseball.py	3	22	46
pyro/contrib/gp/kernels/kernel.py	examples/inclined_plane.py	3	22	35
pyro/contrib/gp/kernels/kernel.py	profiler/distributions.py	3	22	11
pyro/contrib/gp/kernels/kernel.py	pyro/__init__.py	3	22	176
pyro/contrib/gp/kernels/periodic.py	examples/air/air.py	3	12	36
pyro/contrib/gp/kernels/periodic.py	examples/hmm.py	3	12	45
pyro/contrib/gp/kernels/periodic.py	examples/rsa/search_inference.py	3	12	9
pyro/contrib/gp/kernels/periodic.py	examples/sparse_gamma_def.py	3	12	28
pyro/contrib/gp/kernels/periodic.py	examples/vae/ss_vae_M2.py	3	12	34
pyro/contrib/gp/kernels/periodic.py	examples/vae/utils/custom_mlp.py	3	12	6
pyro/contrib/gp/kernels/periodic.py	examples/vae/utils/mnist_cached.py	3	12	9
pyro/contrib/gp/kernels/periodic.py	examples/vae/vae_comparison.py	3	12	29
pyro/contrib/gp/kernels/periodic.py	profiler/profiling_utils.py	3	12	5
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/autoname/named.py	3	12	5
pyro/contrib/gp/kernels/periodic.py	examples/air/main.py	3	12	37
pyro/contrib/gp/kernels/periodic.py	examples/inclined_plane.py	3	12	35
pyro/contrib/gp/kernels/periodic.py	profiler/distributions.py	3	12	11
pyro/contrib/gp/kernels/periodic.py	pyro/__init__.py	3	12	176
pyro/contrib/gp/kernels/static.py	examples/hmm.py	3	13	45
pyro/contrib/gp/kernels/static.py	examples/rsa/search_inference.py	3	13	9
pyro/contrib/gp/kernels/static.py	examples/sparse_gamma_def.py	3	13	28
pyro/contrib/gp/kernels/static.py	profiler/profiling_utils.py	3	13	5
pyro/contrib/gp/kernels/static.py	pyro/contrib/autoname/named.py	3	13	5
pyro/contrib/gp/kernels/static.py	examples/baseball.py	3	13	46
pyro/contrib/gp/kernels/static.py	pyro/contrib/__init__.py	3	13	17
pyro/contrib/gp/likelihoods/__init__.py	examples/contrib/gp/sv-dkl.py	3	8	34
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/gp/__init__.py	3	8	14
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/gp/kernels/coregionalize.py	3	8	9
pyro/contrib/gp/likelihoods/binary.py	examples/air/modules.py	3	17	6
pyro/contrib/gp/likelihoods/binary.py	examples/rsa/search_inference.py	3	17	9
pyro/contrib/gp/likelihoods/binary.py	profiler/profiling_utils.py	3	17	5
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/autoname/named.py	3	17	5
pyro/contrib/gp/likelihoods/binary.py	examples/baseball.py	3	17	46
pyro/contrib/gp/likelihoods/binary.py	pyro/__init__.py	3	17	176
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/gp/__init__.py	3	17	14
pyro/contrib/gp/likelihoods/gaussian.py	examples/rsa/search_inference.py	3	18	9
pyro/contrib/gp/likelihoods/gaussian.py	profiler/profiling_utils.py	3	18	5
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/autoname/named.py	3	18	5
pyro/contrib/gp/likelihoods/likelihood.py	examples/hmm.py	3	12	45
pyro/contrib/gp/likelihoods/likelihood.py	examples/rsa/search_inference.py	3	12	9
pyro/contrib/gp/likelihoods/likelihood.py	examples/sparse_gamma_def.py	3	12	28
pyro/contrib/gp/likelihoods/likelihood.py	profiler/profiling_utils.py	3	12	5
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/autoname/named.py	3	12	5
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/__init__.py	3	12	17
pyro/contrib/gp/likelihoods/multi_class.py	examples/rsa/search_inference.py	3	15	9
pyro/contrib/gp/likelihoods/multi_class.py	profiler/profiling_utils.py	3	15	5
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/autoname/named.py	3	15	5
pyro/contrib/gp/likelihoods/multi_class.py	examples/baseball.py	3	15	46
pyro/contrib/gp/likelihoods/multi_class.py	pyro/__init__.py	3	15	176
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/gp/__init__.py	3	15	14
pyro/contrib/gp/likelihoods/poisson.py	examples/air/air.py	3	11	36
pyro/contrib/gp/likelihoods/poisson.py	examples/dmm/dmm.py	3	11	56
pyro/contrib/gp/likelihoods/poisson.py	examples/rsa/search_inference.py	3	11	9
pyro/contrib/gp/likelihoods/poisson.py	examples/vae/ss_vae_M2.py	3	11	34
pyro/contrib/gp/likelihoods/poisson.py	examples/vae/vae.py	3	11	29
pyro/contrib/gp/likelihoods/poisson.py	examples/vae/vae_comparison.py	3	11	29
pyro/contrib/gp/likelihoods/poisson.py	profiler/profiling_utils.py	3	11	5
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/autoname/named.py	3	11	5
pyro/contrib/gp/likelihoods/poisson.py	examples/baseball.py	3	11	46
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/__init__.py	3	11	17
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/gp/__init__.py	3	11	14
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/gp/kernels/__init__.py	3	11	12
pyro/contrib/gp/models/__init__.py	examples/air/main.py	3	11	37
pyro/contrib/gp/models/__init__.py	examples/contrib/gp/sv-dkl.py	3	11	34
pyro/contrib/gp/models/__init__.py	examples/inclined_plane.py	3	11	35
pyro/contrib/gp/models/__init__.py	profiler/distributions.py	3	11	11
pyro/contrib/gp/models/__init__.py	pyro/__init__.py	3	11	176
pyro/contrib/gp/models/__init__.py	pyro/contrib/gp/kernels/brownian.py	3	11	12
pyro/contrib/gp/models/__init__.py	pyro/contrib/gp/kernels/dot_product.py	3	11	13
pyro/contrib/gp/models/__init__.py	pyro/contrib/gp/kernels/isotropic.py	3	11	14
pyro/contrib/gp/models/__init__.py	pyro/contrib/gp/kernels/static.py	3	11	13
pyro/contrib/gp/models/__init__.py	pyro/contrib/gp/likelihoods/binary.py	3	11	17
pyro/contrib/gp/models/__init__.py	pyro/contrib/gp/likelihoods/multi_class.py	3	11	15
pyro/contrib/gp/models/gplvm.py	examples/air/air.py	3	12	36
pyro/contrib/gp/models/gplvm.py	examples/dmm/dmm.py	3	12	56
pyro/contrib/gp/models/gplvm.py	examples/rsa/search_inference.py	3	12	9
pyro/contrib/gp/models/gplvm.py	examples/vae/ss_vae_M2.py	3	12	34
pyro/contrib/gp/models/gplvm.py	examples/vae/utils/mnist_cached.py	3	12	9
pyro/contrib/gp/models/gplvm.py	examples/vae/vae.py	3	12	29
pyro/contrib/gp/models/gplvm.py	examples/vae/vae_comparison.py	3	12	29
pyro/contrib/gp/models/gplvm.py	profiler/profiling_utils.py	3	12	5
pyro/contrib/gp/models/gplvm.py	pyro/contrib/autoname/named.py	3	12	5
pyro/contrib/gp/models/gplvm.py	examples/contrib/oed/gp_bayes_opt.py	3	12	9
pyro/contrib/gp/models/gplvm.py	examples/eight_schools/mcmc.py	3	12	29
pyro/contrib/gp/models/gplvm.py	pyro/contrib/examples/util.py	3	12	9
pyro/contrib/gp/models/gplvm.py	pyro/contrib/gp/__init__.py	3	12	14
pyro/contrib/gp/models/gplvm.py	pyro/contrib/gp/kernels/__init__.py	3	12	12
pyro/contrib/gp/models/gplvm.py	pyro/contrib/gp/likelihoods/__init__.py	3	12	8
pyro/contrib/gp/models/gplvm.py	pyro/contrib/gp/models/__init__.py	3	12	11
pyro/contrib/gp/models/gpr.py	examples/vae/utils/mnist_cached.py	3	27	9
pyro/contrib/gp/models/gpr.py	profiler/profiling_utils.py	3	27	5
pyro/contrib/gp/models/gpr.py	pyro/contrib/autoname/named.py	3	27	5
pyro/contrib/gp/models/gpr.py	examples/contrib/oed/gp_bayes_opt.py	3	27	9
pyro/contrib/gp/models/gpr.py	examples/eight_schools/svi.py	3	27	22
pyro/contrib/gp/models/gpr.py	pyro/contrib/examples/util.py	3	27	9
pyro/contrib/gp/models/model.py	examples/hmm.py	3	24	45
pyro/contrib/gp/models/model.py	examples/rsa/search_inference.py	3	24	9
pyro/contrib/gp/models/model.py	examples/sparse_gamma_def.py	3	24	28
pyro/contrib/gp/models/model.py	profiler/profiling_utils.py	3	24	5
pyro/contrib/gp/models/model.py	pyro/contrib/autoname/named.py	3	24	5
pyro/contrib/gp/models/model.py	examples/contrib/oed/gp_bayes_opt.py	3	24	9
pyro/contrib/gp/models/model.py	examples/lkj.py	3	24	20
pyro/contrib/gp/models/model.py	pyro/__init__.py	3	24	176
pyro/contrib/gp/models/model.py	pyro/contrib/__init__.py	3	24	17
pyro/contrib/gp/models/sgpr.py	examples/rsa/semantic_parsing.py	3	32	20
pyro/contrib/gp/models/sgpr.py	examples/vae/utils/custom_mlp.py	3	32	6
pyro/contrib/gp/models/sgpr.py	profiler/profiling_utils.py	3	32	5
pyro/contrib/gp/models/sgpr.py	pyro/contrib/autoname/named.py	3	32	5
pyro/contrib/gp/models/sgpr.py	examples/air/main.py	3	32	37
pyro/contrib/gp/models/sgpr.py	examples/contrib/oed/gp_bayes_opt.py	3	32	9
pyro/contrib/gp/models/sgpr.py	examples/eight_schools/svi.py	3	32	22
pyro/contrib/gp/models/sgpr.py	examples/inclined_plane.py	3	32	35
pyro/contrib/gp/models/sgpr.py	profiler/distributions.py	3	32	11
pyro/contrib/gp/models/sgpr.py	pyro/contrib/examples/util.py	3	32	9
pyro/contrib/gp/models/vgp.py	examples/vae/utils/mnist_cached.py	3	21	9
pyro/contrib/gp/models/vgp.py	profiler/profiling_utils.py	3	21	5
pyro/contrib/gp/models/vgp.py	pyro/contrib/autoname/named.py	3	21	5
pyro/contrib/gp/models/vgp.py	examples/eight_schools/svi.py	3	21	22
pyro/contrib/gp/models/vgp.py	pyro/contrib/__init__.py	3	21	17
pyro/contrib/gp/models/vgp.py	pyro/contrib/examples/util.py	3	21	9
pyro/contrib/gp/models/vsgp.py	examples/air/air.py	3	11	36
pyro/contrib/gp/models/vsgp.py	examples/dmm/dmm.py	3	11	56
pyro/contrib/gp/models/vsgp.py	examples/vae/ss_vae_M2.py	3	11	34
pyro/contrib/gp/models/vsgp.py	examples/vae/utils/mnist_cached.py	3	11	9
pyro/contrib/gp/models/vsgp.py	examples/vae/vae.py	3	11	29
pyro/contrib/gp/models/vsgp.py	examples/vae/vae_comparison.py	3	11	29
pyro/contrib/gp/models/vsgp.py	profiler/profiling_utils.py	3	11	5
pyro/contrib/gp/models/vsgp.py	pyro/contrib/autoname/named.py	3	11	5
pyro/contrib/gp/models/vsgp.py	examples/eight_schools/svi.py	3	11	22
pyro/contrib/gp/models/vsgp.py	pyro/contrib/examples/util.py	3	11	9
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/__init__.py	3	11	14
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/kernels/__init__.py	3	11	12
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/likelihoods/__init__.py	3	11	8
pyro/contrib/gp/models/vsgp.py	pyro/contrib/gp/models/__init__.py	3	11	11
pyro/contrib/gp/parameterized.py	examples/rsa/search_inference.py	3	8	9
pyro/contrib/gp/parameterized.py	profiler/profiling_utils.py	3	8	5
pyro/contrib/gp/parameterized.py	pyro/contrib/autoname/named.py	3	8	5
pyro/contrib/gp/parameterized.py	examples/capture_recapture/cjs.py	3	8	9
pyro/contrib/gp/parameterized.py	pyro/contrib/__init__.py	3	8	17
pyro/contrib/gp/parameterized.py	pyro/contrib/easyguide/easyguide.py	3	8	9
pyro/contrib/gp/util.py	examples/contrib/oed/gp_bayes_opt.py	3	19	9
pyro/contrib/gp/util.py	examples/eight_schools/svi.py	3	19	22
pyro/contrib/gp/util.py	examples/hmm.py	3	19	45
pyro/contrib/gp/util.py	examples/rsa/search_inference.py	3	19	9
pyro/contrib/gp/util.py	pyro/__init__.py	3	19	176
pyro/contrib/gp/util.py	pyro/contrib/__init__.py	3	19	17
pyro/contrib/gp/util.py	pyro/contrib/examples/util.py	3	19	9
pyro/contrib/gp/util.py	pyro/contrib/gp/__init__.py	3	19	14
pyro/contrib/gp/util.py	pyro/contrib/gp/kernels/__init__.py	3	19	12
pyro/contrib/gp/util.py	pyro/contrib/gp/likelihoods/__init__.py	3	19	8
pyro/contrib/gp/util.py	pyro/contrib/gp/parameterized.py	3	19	8
pyro/contrib/minipyro.py	examples/air/air.py	3	17	36
pyro/contrib/minipyro.py	examples/contrib/gp/sv-dkl.py	3	17	34
pyro/contrib/minipyro.py	examples/rsa/search_inference.py	3	17	9
pyro/contrib/minipyro.py	examples/sparse_gamma_def.py	3	17	28
pyro/contrib/minipyro.py	examples/vae/ss_vae_M2.py	3	17	34
pyro/contrib/minipyro.py	examples/vae/vae.py	3	17	29
pyro/contrib/minipyro.py	profiler/profiling_utils.py	3	17	5
pyro/contrib/minipyro.py	pyro/contrib/autoname/named.py	3	17	5
pyro/contrib/minipyro.py	pyro/contrib/gp/kernels/brownian.py	3	17	12
pyro/contrib/minipyro.py	pyro/contrib/gp/kernels/coregionalize.py	3	17	9
pyro/contrib/minipyro.py	pyro/contrib/gp/kernels/dot_product.py	3	17	13
pyro/contrib/minipyro.py	pyro/contrib/gp/kernels/isotropic.py	3	17	14
pyro/contrib/minipyro.py	pyro/contrib/gp/kernels/kernel.py	3	17	22
pyro/contrib/minipyro.py	pyro/contrib/gp/kernels/periodic.py	3	17	12
pyro/contrib/minipyro.py	pyro/contrib/gp/kernels/static.py	3	17	13
pyro/contrib/minipyro.py	pyro/contrib/gp/likelihoods/binary.py	3	17	17
pyro/contrib/minipyro.py	pyro/contrib/gp/likelihoods/gaussian.py	3	17	18
pyro/contrib/minipyro.py	pyro/contrib/gp/likelihoods/likelihood.py	3	17	12
pyro/contrib/minipyro.py	pyro/contrib/gp/likelihoods/multi_class.py	3	17	15
pyro/contrib/minipyro.py	pyro/contrib/gp/likelihoods/poisson.py	3	17	11
pyro/contrib/minipyro.py	pyro/contrib/gp/models/gplvm.py	3	17	12
pyro/contrib/minipyro.py	pyro/contrib/gp/models/gpr.py	3	17	27
pyro/contrib/minipyro.py	pyro/contrib/gp/models/model.py	3	17	24
pyro/contrib/minipyro.py	pyro/contrib/gp/models/sgpr.py	3	17	32
pyro/contrib/minipyro.py	pyro/contrib/gp/models/vgp.py	3	17	21
pyro/contrib/minipyro.py	pyro/contrib/gp/models/vsgp.py	3	17	11
pyro/contrib/minipyro.py	pyro/contrib/gp/parameterized.py	3	17	8
pyro/contrib/minipyro.py	examples/baseball.py	3	17	46
pyro/contrib/minipyro.py	examples/lkj.py	3	17	20
pyro/contrib/oed/eig.py	examples/contrib/gp/sv-dkl.py	3	17	34
pyro/contrib/oed/eig.py	examples/rsa/search_inference.py	3	17	9
pyro/contrib/oed/eig.py	examples/vae/utils/mnist_cached.py	3	17	9
pyro/contrib/oed/eig.py	profiler/profiling_utils.py	3	17	5
pyro/contrib/oed/eig.py	pyro/contrib/autoname/named.py	3	17	5
pyro/contrib/oed/eig.py	pyro/contrib/gp/kernels/brownian.py	3	17	12
pyro/contrib/oed/eig.py	pyro/contrib/gp/kernels/coregionalize.py	3	17	9
pyro/contrib/oed/eig.py	pyro/contrib/gp/kernels/dot_product.py	3	17	13
pyro/contrib/oed/eig.py	pyro/contrib/gp/kernels/isotropic.py	3	17	14
pyro/contrib/oed/eig.py	pyro/contrib/gp/kernels/kernel.py	3	17	22
pyro/contrib/oed/eig.py	pyro/contrib/gp/kernels/periodic.py	3	17	12
pyro/contrib/oed/eig.py	pyro/contrib/gp/kernels/static.py	3	17	13
pyro/contrib/oed/eig.py	pyro/contrib/gp/likelihoods/binary.py	3	17	17
pyro/contrib/oed/eig.py	pyro/contrib/gp/likelihoods/gaussian.py	3	17	18
pyro/contrib/oed/eig.py	pyro/contrib/gp/likelihoods/likelihood.py	3	17	12
pyro/contrib/oed/eig.py	pyro/contrib/gp/likelihoods/multi_class.py	3	17	15
pyro/contrib/oed/eig.py	pyro/contrib/gp/likelihoods/poisson.py	3	17	11
pyro/contrib/oed/eig.py	pyro/contrib/gp/models/model.py	3	17	24
pyro/contrib/oed/eig.py	pyro/contrib/minipyro.py	3	17	17
pyro/contrib/oed/eig.py	examples/baseball.py	3	17	46
pyro/contrib/oed/eig.py	examples/capture_recapture/cjs.py	3	17	9
pyro/contrib/oed/eig.py	examples/contrib/autoname/mixture.py	3	17	22
pyro/contrib/oed/eig.py	examples/contrib/autoname/scoping_mixture.py	3	17	22
pyro/contrib/oed/eig.py	examples/contrib/autoname/tree_data.py	3	17	21
pyro/contrib/oed/eig.py	examples/eight_schools/mcmc.py	3	17	29
pyro/contrib/oed/eig.py	examples/eight_schools/svi.py	3	17	22
pyro/contrib/oed/eig.py	pyro/__init__.py	3	17	176
pyro/contrib/oed/eig.py	pyro/contrib/easyguide/easyguide.py	3	17	9
pyro/contrib/oed/eig.py	pyro/contrib/examples/util.py	3	17	9
pyro/contrib/oed/eig.py	pyro/contrib/gp/util.py	3	17	19
pyro/contrib/oed/search.py	examples/rsa/search_inference.py	3	4	9
pyro/contrib/oed/search.py	examples/vae/vae_comparison.py	3	4	29
pyro/contrib/oed/search.py	pyro/contrib/oed/eig.py	3	4	17
pyro/contrib/oed/util.py	examples/capture_recapture/cjs.py	3	8	9
pyro/contrib/oed/util.py	examples/hmm.py	3	8	45
pyro/contrib/oed/util.py	examples/sparse_gamma_def.py	3	8	28
pyro/contrib/oed/util.py	pyro/contrib/__init__.py	3	8	17
pyro/contrib/oed/util.py	pyro/contrib/easyguide/easyguide.py	3	8	9
pyro/contrib/oed/util.py	pyro/contrib/gp/parameterized.py	3	8	8
pyro/contrib/timeseries/__init__.py	examples/contrib/timeseries/gp_models.py	3	9	10
pyro/contrib/timeseries/base.py	pyro/contrib/timeseries/__init__.py	3	5	9
pyro/contrib/timeseries/gp.py	examples/contrib/timeseries/gp_models.py	3	12	10
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/timeseries/__init__.py	3	7	9
pyro/contrib/tracking/__init__.py	pyro/contrib/__init__.py	3	3	17
pyro/contrib/tracking/assignment.py	examples/air/air.py	3	9	36
pyro/contrib/tracking/assignment.py	examples/contrib/gp/sv-dkl.py	3	9	34
pyro/contrib/tracking/assignment.py	examples/rsa/search_inference.py	3	9	9
pyro/contrib/tracking/assignment.py	examples/sparse_gamma_def.py	3	9	28
pyro/contrib/tracking/assignment.py	examples/vae/ss_vae_M2.py	3	9	34
pyro/contrib/tracking/assignment.py	examples/vae/vae.py	3	9	29
pyro/contrib/tracking/assignment.py	profiler/profiling_utils.py	3	9	5
pyro/contrib/tracking/assignment.py	pyro/contrib/autoname/named.py	3	9	5
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/kernels/brownian.py	3	9	12
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/kernels/coregionalize.py	3	9	9
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/kernels/dot_product.py	3	9	13
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/kernels/isotropic.py	3	9	14
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/kernels/kernel.py	3	9	22
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/kernels/periodic.py	3	9	12
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/kernels/static.py	3	9	13
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/likelihoods/binary.py	3	9	17
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/likelihoods/gaussian.py	3	9	18
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/likelihoods/likelihood.py	3	9	12
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/likelihoods/multi_class.py	3	9	15
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/likelihoods/poisson.py	3	9	11
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/models/gplvm.py	3	9	12
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/models/gpr.py	3	9	27
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/models/model.py	3	9	24
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/models/sgpr.py	3	9	32
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/models/vgp.py	3	9	21
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/models/vsgp.py	3	9	11
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/parameterized.py	3	9	8
pyro/contrib/tracking/assignment.py	pyro/contrib/oed/eig.py	3	9	17
pyro/contrib/tracking/assignment.py	examples/baseball.py	3	9	46
pyro/contrib/tracking/assignment.py	examples/lkj.py	3	9	20
pyro/contrib/tracking/assignment.py	pyro/contrib/__init__.py	3	9	17
pyro/contrib/tracking/assignment.py	pyro/contrib/tracking/__init__.py	3	9	3
pyro/contrib/tracking/distributions.py	examples/air/air.py	3	6	36
pyro/contrib/tracking/distributions.py	examples/contrib/gp/sv-dkl.py	3	6	34
pyro/contrib/tracking/distributions.py	examples/rsa/search_inference.py	3	6	9
pyro/contrib/tracking/distributions.py	examples/sparse_gamma_def.py	3	6	28
pyro/contrib/tracking/distributions.py	examples/vae/ss_vae_M2.py	3	6	34
pyro/contrib/tracking/distributions.py	examples/vae/vae.py	3	6	29
pyro/contrib/tracking/distributions.py	profiler/profiling_utils.py	3	6	5
pyro/contrib/tracking/distributions.py	pyro/contrib/autoname/named.py	3	6	5
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/kernels/brownian.py	3	6	12
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/kernels/coregionalize.py	3	6	9
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/kernels/dot_product.py	3	6	13
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/kernels/isotropic.py	3	6	14
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/kernels/kernel.py	3	6	22
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/kernels/periodic.py	3	6	12
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/kernels/static.py	3	6	13
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/likelihoods/binary.py	3	6	17
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/likelihoods/gaussian.py	3	6	18
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/likelihoods/likelihood.py	3	6	12
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/likelihoods/multi_class.py	3	6	15
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/likelihoods/poisson.py	3	6	11
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/models/gplvm.py	3	6	12
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/models/gpr.py	3	6	27
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/models/model.py	3	6	24
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/models/sgpr.py	3	6	32
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/models/vgp.py	3	6	21
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/models/vsgp.py	3	6	11
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/parameterized.py	3	6	8
pyro/contrib/tracking/distributions.py	pyro/contrib/oed/eig.py	3	6	17
pyro/contrib/tracking/distributions.py	examples/baseball.py	3	6	46
pyro/contrib/tracking/distributions.py	examples/lkj.py	3	6	20
pyro/contrib/tracking/dynamic_models.py	examples/air/air.py	3	7	36
pyro/contrib/tracking/dynamic_models.py	examples/hmm.py	3	7	45
pyro/contrib/tracking/dynamic_models.py	examples/rsa/search_inference.py	3	7	9
pyro/contrib/tracking/dynamic_models.py	examples/vae/ss_vae_M2.py	3	7	34
pyro/contrib/tracking/dynamic_models.py	examples/vae/vae.py	3	7	29
pyro/contrib/tracking/dynamic_models.py	examples/vae/vae_comparison.py	3	7	29
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/minipyro.py	3	7	17
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/oed/search.py	3	7	4
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/tracking/assignment.py	3	7	9
pyro/contrib/tracking/dynamic_models.py	examples/baseball.py	3	7	46
pyro/contrib/tracking/dynamic_models.py	examples/dmm/polyphonic_data_loader.py	3	7	16
pyro/contrib/tracking/extended_kalman_filter.py	examples/air/air.py	3	8	36
pyro/contrib/tracking/extended_kalman_filter.py	examples/hmm.py	3	8	45
pyro/contrib/tracking/extended_kalman_filter.py	examples/vae/ss_vae_M2.py	3	8	34
pyro/contrib/tracking/extended_kalman_filter.py	examples/vae/vae.py	3	8	29
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/models/sgpr.py	3	8	32
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/minipyro.py	3	8	17
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/tracking/assignment.py	3	8	9
pyro/contrib/tracking/extended_kalman_filter.py	examples/baseball.py	3	8	46
pyro/contrib/tracking/hashing.py	examples/contrib/gp/sv-dkl.py	3	8	34
pyro/contrib/tracking/hashing.py	examples/hmm.py	3	8	45
pyro/contrib/tracking/hashing.py	examples/rsa/search_inference.py	3	8	9
pyro/contrib/tracking/hashing.py	examples/sparse_gamma_def.py	3	8	28
pyro/contrib/tracking/hashing.py	profiler/profiling_utils.py	3	8	5
pyro/contrib/tracking/hashing.py	pyro/contrib/autoname/named.py	3	8	5
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/kernels/brownian.py	3	8	12
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/kernels/coregionalize.py	3	8	9
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/kernels/isotropic.py	3	8	14
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/kernels/periodic.py	3	8	12
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/likelihoods/binary.py	3	8	17
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/likelihoods/likelihood.py	3	8	12
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/likelihoods/multi_class.py	3	8	15
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/likelihoods/poisson.py	3	8	11
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/models/gplvm.py	3	8	12
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/models/gpr.py	3	8	27
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/models/vgp.py	3	8	21
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/models/vsgp.py	3	8	11
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/parameterized.py	3	8	8
pyro/contrib/tracking/hashing.py	pyro/contrib/minipyro.py	3	8	17
pyro/contrib/tracking/hashing.py	pyro/contrib/oed/eig.py	3	8	17
pyro/contrib/tracking/hashing.py	pyro/contrib/tracking/assignment.py	3	8	9
pyro/contrib/tracking/hashing.py	pyro/contrib/tracking/distributions.py	3	8	6
pyro/contrib/tracking/hashing.py	examples/baseball.py	3	8	46
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/util.py	3	8	19
pyro/contrib/tracking/measurements.py	examples/air/air.py	3	5	36
pyro/contrib/tracking/measurements.py	examples/hmm.py	3	5	45
pyro/contrib/tracking/measurements.py	examples/rsa/search_inference.py	3	5	9
pyro/contrib/tracking/measurements.py	examples/vae/ss_vae_M2.py	3	5	34
pyro/contrib/tracking/measurements.py	examples/vae/vae.py	3	5	29
pyro/contrib/tracking/measurements.py	examples/vae/vae_comparison.py	3	5	29
pyro/contrib/tracking/measurements.py	pyro/contrib/minipyro.py	3	5	17
pyro/contrib/tracking/measurements.py	pyro/contrib/oed/search.py	3	5	4
pyro/contrib/tracking/measurements.py	pyro/contrib/tracking/assignment.py	3	5	9
pyro/contrib/tracking/measurements.py	pyro/contrib/tracking/distributions.py	3	5	6
pyro/contrib/tracking/measurements.py	examples/baseball.py	3	5	46
pyro/contrib/tracking/measurements.py	examples/dmm/polyphonic_data_loader.py	3	5	16
pyro/contrib/util.py	examples/capture_recapture/cjs.py	3	6	9
pyro/contrib/util.py	examples/hmm.py	3	6	45
pyro/contrib/util.py	examples/sparse_gamma_def.py	3	6	28
pyro/contrib/util.py	pyro/contrib/__init__.py	3	6	17
pyro/contrib/util.py	pyro/contrib/easyguide/easyguide.py	3	6	9
pyro/contrib/util.py	pyro/contrib/gp/parameterized.py	3	6	8
pyro/distributions/__init__.py	examples/air/main.py	3	114	37
pyro/distributions/__init__.py	examples/baseball.py	3	114	46
pyro/distributions/__init__.py	examples/contrib/gp/sv-dkl.py	3	114	34
pyro/distributions/__init__.py	examples/eight_schools/mcmc.py	3	114	29
pyro/distributions/__init__.py	examples/inclined_plane.py	3	114	35
pyro/distributions/__init__.py	examples/lkj.py	3	114	20
pyro/distributions/__init__.py	examples/rsa/search_inference.py	3	114	9
pyro/distributions/__init__.py	examples/vae/utils/mnist_cached.py	3	114	9
pyro/distributions/__init__.py	pyro/contrib/examples/util.py	3	114	9
pyro/distributions/__init__.py	pyro/contrib/gp/kernels/periodic.py	3	114	12
pyro/distributions/__init__.py	pyro/contrib/gp/likelihoods/__init__.py	3	114	8
pyro/distributions/__init__.py	pyro/contrib/gp/models/gplvm.py	3	114	12
pyro/distributions/__init__.py	pyro/contrib/gp/models/model.py	3	114	24
pyro/distributions/__init__.py	pyro/contrib/gp/util.py	3	114	19
pyro/distributions/__init__.py	pyro/contrib/oed/eig.py	3	114	17
pyro/distributions/avf_mvn.py	examples/air/air.py	3	6	36
pyro/distributions/avf_mvn.py	examples/contrib/gp/sv-dkl.py	3	6	34
pyro/distributions/avf_mvn.py	examples/sparse_gamma_def.py	3	6	28
pyro/distributions/avf_mvn.py	examples/vae/ss_vae_M2.py	3	6	34
pyro/distributions/avf_mvn.py	examples/vae/vae.py	3	6	29
pyro/distributions/avf_mvn.py	profiler/profiling_utils.py	3	6	5
pyro/distributions/avf_mvn.py	pyro/contrib/autoname/named.py	3	6	5
pyro/distributions/avf_mvn.py	pyro/contrib/gp/kernels/brownian.py	3	6	12
pyro/distributions/avf_mvn.py	pyro/contrib/gp/kernels/coregionalize.py	3	6	9
pyro/distributions/avf_mvn.py	pyro/contrib/gp/kernels/dot_product.py	3	6	13
pyro/distributions/avf_mvn.py	pyro/contrib/gp/kernels/isotropic.py	3	6	14
pyro/distributions/avf_mvn.py	pyro/contrib/gp/kernels/kernel.py	3	6	22
pyro/distributions/avf_mvn.py	pyro/contrib/gp/kernels/periodic.py	3	6	12
pyro/distributions/avf_mvn.py	pyro/contrib/gp/kernels/static.py	3	6	13
pyro/distributions/avf_mvn.py	pyro/contrib/gp/likelihoods/binary.py	3	6	17
pyro/distributions/avf_mvn.py	pyro/contrib/gp/likelihoods/gaussian.py	3	6	18
pyro/distributions/avf_mvn.py	pyro/contrib/gp/likelihoods/likelihood.py	3	6	12
pyro/distributions/avf_mvn.py	pyro/contrib/gp/likelihoods/multi_class.py	3	6	15
pyro/distributions/avf_mvn.py	pyro/contrib/gp/likelihoods/poisson.py	3	6	11
pyro/distributions/avf_mvn.py	pyro/contrib/gp/models/gplvm.py	3	6	12
pyro/distributions/avf_mvn.py	pyro/contrib/gp/models/model.py	3	6	24
pyro/distributions/avf_mvn.py	pyro/contrib/gp/parameterized.py	3	6	8
pyro/distributions/avf_mvn.py	pyro/contrib/oed/eig.py	3	6	17
pyro/distributions/avf_mvn.py	pyro/contrib/tracking/dynamic_models.py	3	6	7
pyro/distributions/avf_mvn.py	pyro/contrib/tracking/extended_kalman_filter.py	3	6	8
pyro/distributions/avf_mvn.py	pyro/contrib/tracking/hashing.py	3	6	8
pyro/distributions/avf_mvn.py	pyro/contrib/tracking/measurements.py	3	6	5
pyro/distributions/avf_mvn.py	examples/eight_schools/mcmc.py	3	6	29
pyro/distributions/avf_mvn.py	examples/eight_schools/svi.py	3	6	22
pyro/distributions/avf_mvn.py	examples/lkj.py	3	6	20
pyro/distributions/avf_mvn.py	pyro/contrib/gp/util.py	3	6	19
pyro/distributions/avf_mvn.py	pyro/distributions/__init__.py	3	6	114
pyro/distributions/conjugate.py	examples/air/air.py	3	13	36
pyro/distributions/conjugate.py	examples/contrib/gp/sv-dkl.py	3	13	34
pyro/distributions/conjugate.py	examples/rsa/search_inference.py	3	13	9
pyro/distributions/conjugate.py	examples/sparse_gamma_def.py	3	13	28
pyro/distributions/conjugate.py	examples/vae/ss_vae_M2.py	3	13	34
pyro/distributions/conjugate.py	examples/vae/vae.py	3	13	29
pyro/distributions/conjugate.py	profiler/profiling_utils.py	3	13	5
pyro/distributions/conjugate.py	pyro/contrib/autoname/named.py	3	13	5
pyro/distributions/conjugate.py	pyro/contrib/gp/kernels/brownian.py	3	13	12
pyro/distributions/conjugate.py	pyro/contrib/gp/kernels/coregionalize.py	3	13	9
pyro/distributions/conjugate.py	pyro/contrib/gp/kernels/dot_product.py	3	13	13
pyro/distributions/conjugate.py	pyro/contrib/gp/kernels/isotropic.py	3	13	14
pyro/distributions/conjugate.py	pyro/contrib/gp/kernels/kernel.py	3	13	22
pyro/distributions/conjugate.py	pyro/contrib/gp/kernels/periodic.py	3	13	12
pyro/distributions/conjugate.py	pyro/contrib/gp/kernels/static.py	3	13	13
pyro/distributions/conjugate.py	pyro/contrib/gp/likelihoods/binary.py	3	13	17
pyro/distributions/conjugate.py	pyro/contrib/gp/likelihoods/gaussian.py	3	13	18
pyro/distributions/conjugate.py	pyro/contrib/gp/likelihoods/likelihood.py	3	13	12
pyro/distributions/conjugate.py	pyro/contrib/gp/likelihoods/multi_class.py	3	13	15
pyro/distributions/conjugate.py	pyro/contrib/gp/likelihoods/poisson.py	3	13	11
pyro/distributions/conjugate.py	pyro/contrib/gp/models/gplvm.py	3	13	12
pyro/distributions/conjugate.py	pyro/contrib/gp/models/gpr.py	3	13	27
pyro/distributions/conjugate.py	pyro/contrib/gp/models/model.py	3	13	24
pyro/distributions/conjugate.py	pyro/contrib/gp/models/sgpr.py	3	13	32
pyro/distributions/conjugate.py	pyro/contrib/gp/models/vgp.py	3	13	21
pyro/distributions/conjugate.py	pyro/contrib/gp/models/vsgp.py	3	13	11
pyro/distributions/conjugate.py	pyro/contrib/gp/parameterized.py	3	13	8
pyro/distributions/conjugate.py	pyro/contrib/oed/eig.py	3	13	17
pyro/distributions/conjugate.py	pyro/contrib/tracking/dynamic_models.py	3	13	7
pyro/distributions/conjugate.py	pyro/contrib/tracking/extended_kalman_filter.py	3	13	8
pyro/distributions/conjugate.py	pyro/contrib/tracking/hashing.py	3	13	8
pyro/distributions/conjugate.py	pyro/contrib/tracking/measurements.py	3	13	5
pyro/distributions/conjugate.py	examples/baseball.py	3	13	46
pyro/distributions/conjugate.py	examples/lkj.py	3	13	20
pyro/distributions/constraints.py	pyro/distributions/__init__.py	3	4	114
pyro/distributions/delta.py	examples/dmm/dmm.py	3	44	56
pyro/distributions/delta.py	examples/rsa/search_inference.py	3	44	9
pyro/distributions/delta.py	examples/sparse_gamma_def.py	3	44	28
pyro/distributions/delta.py	examples/vae/ss_vae_M2.py	3	44	34
pyro/distributions/delta.py	examples/vae/utils/mnist_cached.py	3	44	9
pyro/distributions/delta.py	examples/vae/vae.py	3	44	29
pyro/distributions/delta.py	profiler/profiling_utils.py	3	44	5
pyro/distributions/delta.py	pyro/contrib/autoname/named.py	3	44	5
pyro/distributions/delta.py	pyro/contrib/gp/kernels/brownian.py	3	44	12
pyro/distributions/delta.py	pyro/contrib/gp/kernels/coregionalize.py	3	44	9
pyro/distributions/delta.py	pyro/contrib/gp/kernels/dot_product.py	3	44	13
pyro/distributions/delta.py	pyro/contrib/gp/kernels/isotropic.py	3	44	14
pyro/distributions/delta.py	pyro/contrib/gp/kernels/kernel.py	3	44	22
pyro/distributions/delta.py	pyro/contrib/gp/kernels/periodic.py	3	44	12
pyro/distributions/delta.py	pyro/contrib/gp/kernels/static.py	3	44	13
pyro/distributions/delta.py	pyro/contrib/gp/likelihoods/poisson.py	3	44	11
pyro/distributions/delta.py	pyro/contrib/gp/parameterized.py	3	44	8
pyro/distributions/delta.py	pyro/contrib/tracking/dynamic_models.py	3	44	7
pyro/distributions/delta.py	pyro/contrib/tracking/extended_kalman_filter.py	3	44	8
pyro/distributions/delta.py	pyro/contrib/tracking/hashing.py	3	44	8
pyro/distributions/delta.py	pyro/contrib/tracking/measurements.py	3	44	5
pyro/distributions/delta.py	examples/contrib/oed/gp_bayes_opt.py	3	44	9
pyro/distributions/delta.py	examples/eight_schools/mcmc.py	3	44	29
pyro/distributions/delta.py	examples/lkj.py	3	44	20
pyro/distributions/delta.py	pyro/contrib/examples/util.py	3	44	9
pyro/distributions/delta.py	pyro/contrib/gp/__init__.py	3	44	14
pyro/distributions/diag_normal_mixture.py	examples/air/air.py	3	8	36
pyro/distributions/diag_normal_mixture.py	examples/contrib/gp/sv-dkl.py	3	8	34
pyro/distributions/diag_normal_mixture.py	examples/rsa/search_inference.py	3	8	9
pyro/distributions/diag_normal_mixture.py	examples/sparse_gamma_def.py	3	8	28
pyro/distributions/diag_normal_mixture.py	examples/vae/ss_vae_M2.py	3	8	34
pyro/distributions/diag_normal_mixture.py	examples/vae/utils/mnist_cached.py	3	8	9
pyro/distributions/diag_normal_mixture.py	examples/vae/vae.py	3	8	29
pyro/distributions/diag_normal_mixture.py	profiler/profiling_utils.py	3	8	5
pyro/distributions/diag_normal_mixture.py	pyro/contrib/autoname/named.py	3	8	5
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/kernels/brownian.py	3	8	12
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/kernels/coregionalize.py	3	8	9
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/kernels/dot_product.py	3	8	13
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/kernels/isotropic.py	3	8	14
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/kernels/kernel.py	3	8	22
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/kernels/periodic.py	3	8	12
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/kernels/static.py	3	8	13
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/likelihoods/binary.py	3	8	17
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/likelihoods/gaussian.py	3	8	18
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/likelihoods/likelihood.py	3	8	12
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/likelihoods/multi_class.py	3	8	15
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/likelihoods/poisson.py	3	8	11
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/models/model.py	3	8	24
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/parameterized.py	3	8	8
pyro/distributions/diag_normal_mixture.py	pyro/contrib/tracking/dynamic_models.py	3	8	7
pyro/distributions/diag_normal_mixture.py	pyro/contrib/tracking/extended_kalman_filter.py	3	8	8
pyro/distributions/diag_normal_mixture.py	pyro/contrib/tracking/hashing.py	3	8	8
pyro/distributions/diag_normal_mixture.py	pyro/contrib/tracking/measurements.py	3	8	5
pyro/distributions/diag_normal_mixture.py	examples/eight_schools/mcmc.py	3	8	29
pyro/distributions/diag_normal_mixture.py	examples/lkj.py	3	8	20
pyro/distributions/diag_normal_mixture.py	pyro/contrib/examples/util.py	3	8	9
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/util.py	3	8	19
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/air/air.py	3	9	36
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/contrib/gp/sv-dkl.py	3	9	34
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/rsa/search_inference.py	3	9	9
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/sparse_gamma_def.py	3	9	28
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/vae/ss_vae_M2.py	3	9	34
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/vae/utils/mnist_cached.py	3	9	9
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/vae/vae.py	3	9	29
pyro/distributions/diag_normal_mixture_shared_cov.py	profiler/profiling_utils.py	3	9	5
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/autoname/named.py	3	9	5
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/kernels/brownian.py	3	9	12
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/kernels/coregionalize.py	3	9	9
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/kernels/dot_product.py	3	9	13
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/kernels/isotropic.py	3	9	14
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/kernels/kernel.py	3	9	22
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/kernels/periodic.py	3	9	12
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/kernels/static.py	3	9	13
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/likelihoods/binary.py	3	9	17
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/likelihoods/gaussian.py	3	9	18
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/likelihoods/likelihood.py	3	9	12
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/likelihoods/multi_class.py	3	9	15
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/likelihoods/poisson.py	3	9	11
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/models/model.py	3	9	24
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/parameterized.py	3	9	8
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/tracking/dynamic_models.py	3	9	7
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/tracking/extended_kalman_filter.py	3	9	8
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/tracking/hashing.py	3	9	8
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/tracking/measurements.py	3	9	5
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/eight_schools/mcmc.py	3	9	29
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/lkj.py	3	9	20
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/examples/util.py	3	9	9
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/util.py	3	9	19
pyro/distributions/distribution.py	examples/capture_recapture/cjs.py	3	44	9
pyro/distributions/distribution.py	examples/baseball.py	3	44	46
pyro/distributions/distribution.py	examples/mixed_hmm/seal_data.py	3	44	5
pyro/distributions/distribution.py	examples/rsa/search_inference.py	3	44	9
pyro/distributions/distribution.py	pyro/contrib/easyguide/easyguide.py	3	44	9
pyro/distributions/distribution.py	pyro/contrib/gp/kernels/isotropic.py	3	44	14
pyro/distributions/distribution.py	pyro/contrib/gp/util.py	3	44	19
pyro/distributions/empirical.py	examples/air/air.py	3	13	36
pyro/distributions/empirical.py	examples/contrib/gp/sv-dkl.py	3	13	34
pyro/distributions/empirical.py	examples/hmm.py	3	13	45
pyro/distributions/empirical.py	examples/sparse_gamma_def.py	3	13	28
pyro/distributions/empirical.py	examples/vae/ss_vae_M2.py	3	13	34
pyro/distributions/empirical.py	examples/vae/utils/custom_mlp.py	3	13	6
pyro/distributions/empirical.py	examples/vae/utils/mnist_cached.py	3	13	9
pyro/distributions/empirical.py	examples/vae/vae_comparison.py	3	13	29
pyro/distributions/empirical.py	profiler/profiling_utils.py	3	13	5
pyro/distributions/empirical.py	pyro/contrib/autoname/named.py	3	13	5
pyro/distributions/empirical.py	pyro/contrib/gp/kernels/brownian.py	3	13	12
pyro/distributions/empirical.py	pyro/contrib/gp/kernels/coregionalize.py	3	13	9
pyro/distributions/empirical.py	pyro/contrib/gp/kernels/dot_product.py	3	13	13
pyro/distributions/empirical.py	pyro/contrib/gp/kernels/isotropic.py	3	13	14
pyro/distributions/empirical.py	pyro/contrib/gp/kernels/static.py	3	13	13
pyro/distributions/empirical.py	pyro/contrib/gp/likelihoods/binary.py	3	13	17
pyro/distributions/empirical.py	pyro/contrib/gp/likelihoods/gaussian.py	3	13	18
pyro/distributions/empirical.py	pyro/contrib/gp/likelihoods/likelihood.py	3	13	12
pyro/distributions/empirical.py	pyro/contrib/gp/likelihoods/multi_class.py	3	13	15
pyro/distributions/empirical.py	pyro/contrib/gp/likelihoods/poisson.py	3	13	11
pyro/distributions/empirical.py	pyro/contrib/gp/models/gplvm.py	3	13	12
pyro/distributions/empirical.py	pyro/contrib/gp/models/model.py	3	13	24
pyro/distributions/empirical.py	pyro/contrib/gp/parameterized.py	3	13	8
pyro/distributions/empirical.py	pyro/contrib/minipyro.py	3	13	17
pyro/distributions/empirical.py	pyro/contrib/oed/eig.py	3	13	17
pyro/distributions/empirical.py	pyro/contrib/tracking/assignment.py	3	13	9
pyro/distributions/empirical.py	pyro/contrib/tracking/distributions.py	3	13	6
pyro/distributions/empirical.py	pyro/contrib/tracking/hashing.py	3	13	8
pyro/distributions/empirical.py	pyro/distributions/conjugate.py	3	13	13
pyro/distributions/empirical.py	pyro/distributions/delta.py	3	13	44
pyro/distributions/empirical.py	pyro/distributions/diag_normal_mixture.py	3	13	8
pyro/distributions/empirical.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	13	9
pyro/distributions/empirical.py	examples/air/main.py	3	13	37
pyro/distributions/empirical.py	examples/eight_schools/svi.py	3	13	22
pyro/distributions/empirical.py	profiler/distributions.py	3	13	11
pyro/distributions/empirical.py	pyro/__init__.py	3	13	176
pyro/distributions/empirical.py	pyro/contrib/__init__.py	3	13	17
pyro/distributions/empirical.py	pyro/contrib/gp/__init__.py	3	13	14
pyro/distributions/empirical.py	pyro/contrib/gp/kernels/__init__.py	3	13	12
pyro/distributions/empirical.py	pyro/contrib/gp/models/__init__.py	3	13	11
pyro/distributions/empirical.py	pyro/contrib/gp/util.py	3	13	19
pyro/distributions/empirical.py	pyro/distributions/distribution.py	3	13	44
pyro/distributions/gaussian_scale_mixture.py	examples/air/modules.py	3	9	6
pyro/distributions/gaussian_scale_mixture.py	examples/contrib/gp/sv-dkl.py	3	9	34
pyro/distributions/gaussian_scale_mixture.py	examples/dmm/dmm.py	3	9	56
pyro/distributions/gaussian_scale_mixture.py	examples/hmm.py	3	9	45
pyro/distributions/gaussian_scale_mixture.py	examples/rsa/search_inference.py	3	9	9
pyro/distributions/gaussian_scale_mixture.py	examples/sparse_gamma_def.py	3	9	28
pyro/distributions/gaussian_scale_mixture.py	examples/vae/vae.py	3	9	29
pyro/distributions/gaussian_scale_mixture.py	examples/vae/vae_comparison.py	3	9	29
pyro/distributions/gaussian_scale_mixture.py	profiler/profiling_utils.py	3	9	5
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/autoname/named.py	3	9	5
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/kernels/brownian.py	3	9	12
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/kernels/coregionalize.py	3	9	9
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/kernels/dot_product.py	3	9	13
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/kernels/isotropic.py	3	9	14
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/kernels/kernel.py	3	9	22
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/kernels/periodic.py	3	9	12
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/kernels/static.py	3	9	13
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/likelihoods/gaussian.py	3	9	18
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/likelihoods/likelihood.py	3	9	12
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/likelihoods/multi_class.py	3	9	15
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/likelihoods/poisson.py	3	9	11
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/models/gplvm.py	3	9	12
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/models/gpr.py	3	9	27
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/models/model.py	3	9	24
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/models/sgpr.py	3	9	32
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/models/vgp.py	3	9	21
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/models/vsgp.py	3	9	11
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/parameterized.py	3	9	8
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/minipyro.py	3	9	17
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/oed/eig.py	3	9	17
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/tracking/assignment.py	3	9	9
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/tracking/distributions.py	3	9	6
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/tracking/hashing.py	3	9	8
pyro/distributions/gaussian_scale_mixture.py	pyro/distributions/avf_mvn.py	3	9	6
pyro/distributions/gaussian_scale_mixture.py	pyro/distributions/conjugate.py	3	9	13
pyro/distributions/gaussian_scale_mixture.py	pyro/distributions/delta.py	3	9	44
pyro/distributions/gaussian_scale_mixture.py	pyro/distributions/empirical.py	3	9	13
pyro/distributions/hmm.py	examples/contrib/gp/sv-dkl.py	3	30	34
pyro/distributions/hmm.py	examples/rsa/search_inference.py	3	30	9
pyro/distributions/hmm.py	examples/sparse_gamma_def.py	3	30	28
pyro/distributions/hmm.py	profiler/profiling_utils.py	3	30	5
pyro/distributions/hmm.py	pyro/contrib/autoname/named.py	3	30	5
pyro/distributions/hmm.py	pyro/contrib/gp/kernels/brownian.py	3	30	12
pyro/distributions/hmm.py	pyro/contrib/gp/kernels/coregionalize.py	3	30	9
pyro/distributions/hmm.py	pyro/contrib/gp/kernels/dot_product.py	3	30	13
pyro/distributions/hmm.py	pyro/contrib/gp/kernels/isotropic.py	3	30	14
pyro/distributions/hmm.py	pyro/contrib/gp/kernels/kernel.py	3	30	22
pyro/distributions/hmm.py	pyro/contrib/gp/kernels/periodic.py	3	30	12
pyro/distributions/hmm.py	pyro/contrib/gp/kernels/static.py	3	30	13
pyro/distributions/hmm.py	pyro/contrib/gp/likelihoods/binary.py	3	30	17
pyro/distributions/hmm.py	pyro/contrib/gp/likelihoods/gaussian.py	3	30	18
pyro/distributions/hmm.py	pyro/contrib/gp/likelihoods/likelihood.py	3	30	12
pyro/distributions/hmm.py	pyro/contrib/gp/likelihoods/multi_class.py	3	30	15
pyro/distributions/hmm.py	pyro/contrib/gp/likelihoods/poisson.py	3	30	11
pyro/distributions/hmm.py	pyro/contrib/gp/models/gplvm.py	3	30	12
pyro/distributions/hmm.py	pyro/contrib/gp/models/gpr.py	3	30	27
pyro/distributions/hmm.py	pyro/contrib/gp/models/model.py	3	30	24
pyro/distributions/hmm.py	pyro/contrib/gp/models/sgpr.py	3	30	32
pyro/distributions/hmm.py	pyro/contrib/gp/models/vgp.py	3	30	21
pyro/distributions/hmm.py	pyro/contrib/gp/models/vsgp.py	3	30	11
pyro/distributions/hmm.py	pyro/contrib/gp/parameterized.py	3	30	8
pyro/distributions/hmm.py	pyro/contrib/minipyro.py	3	30	17
pyro/distributions/hmm.py	pyro/contrib/oed/eig.py	3	30	17
pyro/distributions/hmm.py	pyro/contrib/tracking/assignment.py	3	30	9
pyro/distributions/hmm.py	pyro/contrib/tracking/distributions.py	3	30	6
pyro/distributions/hmm.py	pyro/contrib/tracking/hashing.py	3	30	8
pyro/distributions/hmm.py	pyro/distributions/avf_mvn.py	3	30	6
pyro/distributions/hmm.py	pyro/distributions/delta.py	3	30	44
pyro/distributions/hmm.py	pyro/distributions/diag_normal_mixture.py	3	30	8
pyro/distributions/hmm.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	30	9
pyro/distributions/hmm.py	pyro/distributions/empirical.py	3	30	13
pyro/distributions/hmm.py	pyro/distributions/gaussian_scale_mixture.py	3	30	9
pyro/distributions/inverse_gamma.py	examples/contrib/gp/sv-dkl.py	3	6	34
pyro/distributions/inverse_gamma.py	examples/hmm.py	3	6	45
pyro/distributions/inverse_gamma.py	examples/rsa/search_inference.py	3	6	9
pyro/distributions/inverse_gamma.py	examples/sparse_gamma_def.py	3	6	28
pyro/distributions/inverse_gamma.py	profiler/profiling_utils.py	3	6	5
pyro/distributions/inverse_gamma.py	pyro/contrib/autoname/named.py	3	6	5
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/kernels/brownian.py	3	6	12
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/kernels/coregionalize.py	3	6	9
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/kernels/dot_product.py	3	6	13
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/kernels/isotropic.py	3	6	14
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/kernels/kernel.py	3	6	22
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/kernels/periodic.py	3	6	12
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/kernels/static.py	3	6	13
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/likelihoods/binary.py	3	6	17
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/likelihoods/gaussian.py	3	6	18
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/likelihoods/likelihood.py	3	6	12
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/likelihoods/multi_class.py	3	6	15
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/likelihoods/poisson.py	3	6	11
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/models/gplvm.py	3	6	12
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/models/gpr.py	3	6	27
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/models/model.py	3	6	24
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/models/sgpr.py	3	6	32
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/models/vgp.py	3	6	21
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/models/vsgp.py	3	6	11
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/parameterized.py	3	6	8
pyro/distributions/inverse_gamma.py	pyro/contrib/minipyro.py	3	6	17
pyro/distributions/inverse_gamma.py	pyro/contrib/oed/eig.py	3	6	17
pyro/distributions/inverse_gamma.py	pyro/contrib/tracking/assignment.py	3	6	9
pyro/distributions/inverse_gamma.py	pyro/contrib/tracking/distributions.py	3	6	6
pyro/distributions/inverse_gamma.py	pyro/contrib/tracking/hashing.py	3	6	8
pyro/distributions/inverse_gamma.py	pyro/distributions/avf_mvn.py	3	6	6
pyro/distributions/inverse_gamma.py	pyro/distributions/conjugate.py	3	6	13
pyro/distributions/inverse_gamma.py	pyro/distributions/delta.py	3	6	44
pyro/distributions/inverse_gamma.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	6	9
pyro/distributions/inverse_gamma.py	pyro/distributions/empirical.py	3	6	13
pyro/distributions/inverse_gamma.py	pyro/distributions/hmm.py	3	6	30
pyro/distributions/inverse_gamma.py	pyro/distributions/__init__.py	3	6	114
pyro/distributions/lkj.py	examples/air/air.py	3	10	36
pyro/distributions/lkj.py	examples/contrib/gp/sv-dkl.py	3	10	34
pyro/distributions/lkj.py	examples/dmm/dmm.py	3	10	56
pyro/distributions/lkj.py	examples/rsa/search_inference.py	3	10	9
pyro/distributions/lkj.py	examples/sparse_gamma_def.py	3	10	28
pyro/distributions/lkj.py	examples/vae/ss_vae_M2.py	3	10	34
pyro/distributions/lkj.py	examples/vae/vae.py	3	10	29
pyro/distributions/lkj.py	profiler/profiling_utils.py	3	10	5
pyro/distributions/lkj.py	pyro/contrib/autoname/named.py	3	10	5
pyro/distributions/lkj.py	pyro/contrib/gp/kernels/brownian.py	3	10	12
pyro/distributions/lkj.py	pyro/contrib/gp/kernels/coregionalize.py	3	10	9
pyro/distributions/lkj.py	pyro/contrib/gp/kernels/dot_product.py	3	10	13
pyro/distributions/lkj.py	pyro/contrib/gp/kernels/isotropic.py	3	10	14
pyro/distributions/lkj.py	pyro/contrib/gp/kernels/kernel.py	3	10	22
pyro/distributions/lkj.py	pyro/contrib/gp/kernels/periodic.py	3	10	12
pyro/distributions/lkj.py	pyro/contrib/gp/kernels/static.py	3	10	13
pyro/distributions/lkj.py	pyro/contrib/gp/likelihoods/binary.py	3	10	17
pyro/distributions/lkj.py	pyro/contrib/gp/likelihoods/gaussian.py	3	10	18
pyro/distributions/lkj.py	pyro/contrib/gp/likelihoods/likelihood.py	3	10	12
pyro/distributions/lkj.py	pyro/contrib/gp/likelihoods/multi_class.py	3	10	15
pyro/distributions/lkj.py	pyro/contrib/gp/likelihoods/poisson.py	3	10	11
pyro/distributions/lkj.py	pyro/contrib/gp/models/gplvm.py	3	10	12
pyro/distributions/lkj.py	pyro/contrib/gp/models/gpr.py	3	10	27
pyro/distributions/lkj.py	pyro/contrib/gp/models/model.py	3	10	24
pyro/distributions/lkj.py	pyro/contrib/gp/models/sgpr.py	3	10	32
pyro/distributions/lkj.py	pyro/contrib/gp/models/vgp.py	3	10	21
pyro/distributions/lkj.py	pyro/contrib/gp/models/vsgp.py	3	10	11
pyro/distributions/lkj.py	pyro/contrib/gp/parameterized.py	3	10	8
pyro/distributions/lkj.py	pyro/contrib/oed/eig.py	3	10	17
pyro/distributions/lkj.py	pyro/contrib/tracking/dynamic_models.py	3	10	7
pyro/distributions/lkj.py	pyro/contrib/tracking/extended_kalman_filter.py	3	10	8
pyro/distributions/lkj.py	pyro/contrib/tracking/hashing.py	3	10	8
pyro/distributions/lkj.py	pyro/contrib/tracking/measurements.py	3	10	5
pyro/distributions/lkj.py	pyro/distributions/empirical.py	3	10	13
pyro/distributions/lkj.py	pyro/distributions/gaussian_scale_mixture.py	3	10	9
pyro/distributions/lkj.py	pyro/distributions/hmm.py	3	10	30
pyro/distributions/lkj.py	pyro/distributions/inverse_gamma.py	3	10	6
pyro/distributions/lkj.py	examples/baseball.py	3	10	46
pyro/distributions/mixture.py	examples/air/air.py	3	8	36
pyro/distributions/mixture.py	examples/contrib/gp/sv-dkl.py	3	8	34
pyro/distributions/mixture.py	examples/dmm/dmm.py	3	8	56
pyro/distributions/mixture.py	examples/rsa/search_inference.py	3	8	9
pyro/distributions/mixture.py	examples/vae/ss_vae_M2.py	3	8	34
pyro/distributions/mixture.py	examples/vae/vae.py	3	8	29
pyro/distributions/mixture.py	examples/vae/vae_comparison.py	3	8	29
pyro/distributions/mixture.py	profiler/profiling_utils.py	3	8	5
pyro/distributions/mixture.py	pyro/contrib/autoname/named.py	3	8	5
pyro/distributions/mixture.py	pyro/contrib/gp/kernels/brownian.py	3	8	12
pyro/distributions/mixture.py	pyro/contrib/gp/kernels/coregionalize.py	3	8	9
pyro/distributions/mixture.py	pyro/contrib/gp/kernels/dot_product.py	3	8	13
pyro/distributions/mixture.py	pyro/contrib/gp/kernels/isotropic.py	3	8	14
pyro/distributions/mixture.py	pyro/contrib/gp/kernels/kernel.py	3	8	22
pyro/distributions/mixture.py	pyro/contrib/gp/kernels/periodic.py	3	8	12
pyro/distributions/mixture.py	pyro/contrib/gp/kernels/static.py	3	8	13
pyro/distributions/mixture.py	pyro/contrib/gp/likelihoods/binary.py	3	8	17
pyro/distributions/mixture.py	pyro/contrib/gp/likelihoods/gaussian.py	3	8	18
pyro/distributions/mixture.py	pyro/contrib/gp/likelihoods/likelihood.py	3	8	12
pyro/distributions/mixture.py	pyro/contrib/gp/likelihoods/multi_class.py	3	8	15
pyro/distributions/mixture.py	pyro/contrib/gp/likelihoods/poisson.py	3	8	11
pyro/distributions/mixture.py	pyro/contrib/gp/models/gplvm.py	3	8	12
pyro/distributions/mixture.py	pyro/contrib/gp/models/gpr.py	3	8	27
pyro/distributions/mixture.py	pyro/contrib/gp/models/model.py	3	8	24
pyro/distributions/mixture.py	pyro/contrib/gp/models/sgpr.py	3	8	32
pyro/distributions/mixture.py	pyro/contrib/gp/models/vgp.py	3	8	21
pyro/distributions/mixture.py	pyro/contrib/gp/models/vsgp.py	3	8	11
pyro/distributions/mixture.py	pyro/contrib/gp/parameterized.py	3	8	8
pyro/distributions/mixture.py	pyro/contrib/minipyro.py	3	8	17
pyro/distributions/mixture.py	pyro/contrib/oed/eig.py	3	8	17
pyro/distributions/mixture.py	pyro/contrib/tracking/assignment.py	3	8	9
pyro/distributions/mixture.py	pyro/contrib/tracking/distributions.py	3	8	6
pyro/distributions/mixture.py	pyro/contrib/tracking/hashing.py	3	8	8
pyro/distributions/mixture.py	pyro/distributions/avf_mvn.py	3	8	6
pyro/distributions/mixture.py	pyro/distributions/conjugate.py	3	8	13
pyro/distributions/mixture.py	pyro/distributions/delta.py	3	8	44
pyro/distributions/mixture.py	pyro/distributions/diag_normal_mixture.py	3	8	8
pyro/distributions/mixture.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	8	9
pyro/distributions/mixture.py	pyro/distributions/empirical.py	3	8	13
pyro/distributions/mixture.py	pyro/distributions/gaussian_scale_mixture.py	3	8	9
pyro/distributions/mixture.py	pyro/distributions/hmm.py	3	8	30
pyro/distributions/mixture.py	pyro/distributions/inverse_gamma.py	3	8	6
pyro/distributions/mixture.py	pyro/distributions/lkj.py	3	8	10
pyro/distributions/mixture.py	examples/capture_recapture/cjs.py	3	8	9
pyro/distributions/mixture.py	examples/contrib/autoname/scoping_mixture.py	3	8	22
pyro/distributions/mixture.py	examples/lda.py	3	8	25
pyro/distributions/mixture.py	pyro/__init__.py	3	8	176
pyro/distributions/mixture.py	pyro/distributions/__init__.py	3	8	114
pyro/distributions/omt_mvn.py	examples/air/air.py	3	18	36
pyro/distributions/omt_mvn.py	examples/contrib/gp/sv-dkl.py	3	18	34
pyro/distributions/omt_mvn.py	examples/rsa/search_inference.py	3	18	9
pyro/distributions/omt_mvn.py	examples/sparse_gamma_def.py	3	18	28
pyro/distributions/omt_mvn.py	examples/vae/ss_vae_M2.py	3	18	34
pyro/distributions/omt_mvn.py	examples/vae/utils/mnist_cached.py	3	18	9
pyro/distributions/omt_mvn.py	examples/vae/vae.py	3	18	29
pyro/distributions/omt_mvn.py	profiler/profiling_utils.py	3	18	5
pyro/distributions/omt_mvn.py	pyro/contrib/autoname/named.py	3	18	5
pyro/distributions/omt_mvn.py	pyro/contrib/gp/kernels/brownian.py	3	18	12
pyro/distributions/omt_mvn.py	pyro/contrib/gp/kernels/coregionalize.py	3	18	9
pyro/distributions/omt_mvn.py	pyro/contrib/gp/kernels/dot_product.py	3	18	13
pyro/distributions/omt_mvn.py	pyro/contrib/gp/kernels/isotropic.py	3	18	14
pyro/distributions/omt_mvn.py	pyro/contrib/gp/kernels/kernel.py	3	18	22
pyro/distributions/omt_mvn.py	pyro/contrib/gp/kernels/periodic.py	3	18	12
pyro/distributions/omt_mvn.py	pyro/contrib/gp/kernels/static.py	3	18	13
pyro/distributions/omt_mvn.py	pyro/contrib/gp/likelihoods/binary.py	3	18	17
pyro/distributions/omt_mvn.py	pyro/contrib/gp/likelihoods/gaussian.py	3	18	18
pyro/distributions/omt_mvn.py	pyro/contrib/gp/likelihoods/likelihood.py	3	18	12
pyro/distributions/omt_mvn.py	pyro/contrib/gp/likelihoods/multi_class.py	3	18	15
pyro/distributions/omt_mvn.py	pyro/contrib/gp/likelihoods/poisson.py	3	18	11
pyro/distributions/omt_mvn.py	pyro/contrib/gp/models/model.py	3	18	24
pyro/distributions/omt_mvn.py	pyro/contrib/gp/parameterized.py	3	18	8
pyro/distributions/omt_mvn.py	pyro/contrib/tracking/dynamic_models.py	3	18	7
pyro/distributions/omt_mvn.py	pyro/contrib/tracking/hashing.py	3	18	8
pyro/distributions/omt_mvn.py	pyro/contrib/tracking/measurements.py	3	18	5
pyro/distributions/omt_mvn.py	pyro/distributions/empirical.py	3	18	13
pyro/distributions/omt_mvn.py	pyro/distributions/gaussian_scale_mixture.py	3	18	9
pyro/distributions/omt_mvn.py	pyro/distributions/hmm.py	3	18	30
pyro/distributions/omt_mvn.py	pyro/distributions/inverse_gamma.py	3	18	6
pyro/distributions/omt_mvn.py	pyro/distributions/mixture.py	3	18	8
pyro/distributions/omt_mvn.py	examples/contrib/oed/gp_bayes_opt.py	3	18	9
pyro/distributions/omt_mvn.py	examples/eight_schools/mcmc.py	3	18	29
pyro/distributions/omt_mvn.py	examples/lkj.py	3	18	20
pyro/distributions/omt_mvn.py	pyro/contrib/__init__.py	3	18	17
pyro/distributions/omt_mvn.py	pyro/contrib/examples/util.py	3	18	9
pyro/distributions/omt_mvn.py	pyro/contrib/gp/__init__.py	3	18	14
pyro/distributions/omt_mvn.py	pyro/contrib/gp/kernels/__init__.py	3	18	12
pyro/distributions/omt_mvn.py	pyro/contrib/gp/likelihoods/__init__.py	3	18	8
pyro/distributions/omt_mvn.py	pyro/contrib/gp/models/__init__.py	3	18	11
pyro/distributions/rejector.py	examples/capture_recapture/cjs.py	3	10	9
pyro/distributions/rejector.py	profiler/distributions.py	3	10	11
pyro/distributions/rejector.py	pyro/contrib/gp/__init__.py	3	10	14
pyro/distributions/rejector.py	pyro/distributions/mixture.py	3	10	8
pyro/distributions/relaxed_straight_through.py	examples/air/air.py	3	8	36
pyro/distributions/relaxed_straight_through.py	examples/contrib/gp/sv-dkl.py	3	8	34
pyro/distributions/relaxed_straight_through.py	examples/rsa/search_inference.py	3	8	9
pyro/distributions/relaxed_straight_through.py	examples/sparse_gamma_def.py	3	8	28
pyro/distributions/relaxed_straight_through.py	examples/vae/ss_vae_M2.py	3	8	34
pyro/distributions/relaxed_straight_through.py	examples/vae/utils/mnist_cached.py	3	8	9
pyro/distributions/relaxed_straight_through.py	examples/vae/vae.py	3	8	29
pyro/distributions/relaxed_straight_through.py	profiler/profiling_utils.py	3	8	5
pyro/distributions/relaxed_straight_through.py	pyro/contrib/autoname/named.py	3	8	5
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/kernels/brownian.py	3	8	12
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/kernels/coregionalize.py	3	8	9
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/kernels/dot_product.py	3	8	13
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/kernels/isotropic.py	3	8	14
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/kernels/kernel.py	3	8	22
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/kernels/periodic.py	3	8	12
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/kernels/static.py	3	8	13
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/likelihoods/binary.py	3	8	17
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/likelihoods/gaussian.py	3	8	18
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/likelihoods/likelihood.py	3	8	12
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/likelihoods/multi_class.py	3	8	15
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/likelihoods/poisson.py	3	8	11
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/models/model.py	3	8	24
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/parameterized.py	3	8	8
pyro/distributions/relaxed_straight_through.py	pyro/contrib/tracking/dynamic_models.py	3	8	7
pyro/distributions/relaxed_straight_through.py	pyro/contrib/tracking/extended_kalman_filter.py	3	8	8
pyro/distributions/relaxed_straight_through.py	pyro/contrib/tracking/hashing.py	3	8	8
pyro/distributions/relaxed_straight_through.py	pyro/contrib/tracking/measurements.py	3	8	5
pyro/distributions/relaxed_straight_through.py	pyro/distributions/empirical.py	3	8	13
pyro/distributions/relaxed_straight_through.py	pyro/distributions/hmm.py	3	8	30
pyro/distributions/relaxed_straight_through.py	pyro/distributions/mixture.py	3	8	8
pyro/distributions/relaxed_straight_through.py	examples/eight_schools/mcmc.py	3	8	29
pyro/distributions/relaxed_straight_through.py	examples/lkj.py	3	8	20
pyro/distributions/relaxed_straight_through.py	pyro/contrib/examples/util.py	3	8	9
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/util.py	3	8	19
pyro/distributions/score_parts.py	examples/air/air.py	3	7	36
pyro/distributions/score_parts.py	examples/capture_recapture/cjs.py	3	7	9
pyro/distributions/score_parts.py	profiler/distributions.py	3	7	11
pyro/distributions/score_parts.py	pyro/__init__.py	3	7	176
pyro/distributions/score_parts.py	pyro/distributions/__init__.py	3	7	114
pyro/distributions/score_parts.py	pyro/distributions/mixture.py	3	7	8
pyro/distributions/spanning_tree.py	examples/air/air.py	3	7	36
pyro/distributions/spanning_tree.py	examples/contrib/gp/sv-dkl.py	3	7	34
pyro/distributions/spanning_tree.py	examples/rsa/search_inference.py	3	7	9
pyro/distributions/spanning_tree.py	examples/sparse_gamma_def.py	3	7	28
pyro/distributions/spanning_tree.py	examples/vae/ss_vae_M2.py	3	7	34
pyro/distributions/spanning_tree.py	examples/vae/vae.py	3	7	29
pyro/distributions/spanning_tree.py	profiler/profiling_utils.py	3	7	5
pyro/distributions/spanning_tree.py	pyro/contrib/autoname/named.py	3	7	5
pyro/distributions/spanning_tree.py	pyro/contrib/gp/kernels/brownian.py	3	7	12
pyro/distributions/spanning_tree.py	pyro/contrib/gp/kernels/coregionalize.py	3	7	9
pyro/distributions/spanning_tree.py	pyro/contrib/gp/kernels/dot_product.py	3	7	13
pyro/distributions/spanning_tree.py	pyro/contrib/gp/kernels/isotropic.py	3	7	14
pyro/distributions/spanning_tree.py	pyro/contrib/gp/kernels/kernel.py	3	7	22
pyro/distributions/spanning_tree.py	pyro/contrib/gp/kernels/periodic.py	3	7	12
pyro/distributions/spanning_tree.py	pyro/contrib/gp/kernels/static.py	3	7	13
pyro/distributions/spanning_tree.py	pyro/contrib/gp/likelihoods/binary.py	3	7	17
pyro/distributions/spanning_tree.py	pyro/contrib/gp/likelihoods/gaussian.py	3	7	18
pyro/distributions/spanning_tree.py	pyro/contrib/gp/likelihoods/likelihood.py	3	7	12
pyro/distributions/spanning_tree.py	pyro/contrib/gp/likelihoods/multi_class.py	3	7	15
pyro/distributions/spanning_tree.py	pyro/contrib/gp/likelihoods/poisson.py	3	7	11
pyro/distributions/spanning_tree.py	pyro/contrib/gp/models/gplvm.py	3	7	12
pyro/distributions/spanning_tree.py	pyro/contrib/gp/models/gpr.py	3	7	27
pyro/distributions/spanning_tree.py	pyro/contrib/gp/models/model.py	3	7	24
pyro/distributions/spanning_tree.py	pyro/contrib/gp/models/sgpr.py	3	7	32
pyro/distributions/spanning_tree.py	pyro/contrib/gp/models/vgp.py	3	7	21
pyro/distributions/spanning_tree.py	pyro/contrib/gp/models/vsgp.py	3	7	11
pyro/distributions/spanning_tree.py	pyro/contrib/gp/parameterized.py	3	7	8
pyro/distributions/spanning_tree.py	pyro/contrib/oed/eig.py	3	7	17
pyro/distributions/spanning_tree.py	pyro/contrib/tracking/dynamic_models.py	3	7	7
pyro/distributions/spanning_tree.py	pyro/contrib/tracking/extended_kalman_filter.py	3	7	8
pyro/distributions/spanning_tree.py	pyro/contrib/tracking/hashing.py	3	7	8
pyro/distributions/spanning_tree.py	pyro/contrib/tracking/measurements.py	3	7	5
pyro/distributions/spanning_tree.py	pyro/distributions/empirical.py	3	7	13
pyro/distributions/spanning_tree.py	pyro/distributions/gaussian_scale_mixture.py	3	7	9
pyro/distributions/spanning_tree.py	pyro/distributions/hmm.py	3	7	30
pyro/distributions/spanning_tree.py	pyro/distributions/inverse_gamma.py	3	7	6
pyro/distributions/spanning_tree.py	examples/baseball.py	3	7	46
pyro/distributions/spanning_tree.py	examples/capture_recapture/cjs.py	3	7	9
pyro/distributions/spanning_tree.py	examples/lkj.py	3	7	20
pyro/distributions/spanning_tree.py	pyro/distributions/__init__.py	3	7	114
pyro/distributions/spanning_tree.py	pyro/distributions/rejector.py	3	7	10
pyro/distributions/spanning_tree.py	pyro/distributions/score_parts.py	3	7	7
pyro/distributions/stable.py	pyro/distributions/hmm.py	3	9	30
pyro/distributions/testing/fakes.py	pyro/__init__.py	3	7	176
pyro/distributions/testing/fakes.py	pyro/contrib/gp/__init__.py	3	7	14
pyro/distributions/testing/fakes.py	pyro/distributions/delta.py	3	7	44
pyro/distributions/testing/fakes.py	pyro/distributions/score_parts.py	3	7	7
pyro/distributions/testing/naive_dirichlet.py	examples/air/modules.py	3	7	6
pyro/distributions/testing/naive_dirichlet.py	examples/contrib/gp/sv-dkl.py	3	7	34
pyro/distributions/testing/naive_dirichlet.py	examples/dmm/dmm.py	3	7	56
pyro/distributions/testing/naive_dirichlet.py	examples/hmm.py	3	7	45
pyro/distributions/testing/naive_dirichlet.py	examples/rsa/search_inference.py	3	7	9
pyro/distributions/testing/naive_dirichlet.py	examples/sparse_gamma_def.py	3	7	28
pyro/distributions/testing/naive_dirichlet.py	profiler/profiling_utils.py	3	7	5
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/autoname/named.py	3	7	5
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/kernels/brownian.py	3	7	12
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/kernels/coregionalize.py	3	7	9
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/kernels/dot_product.py	3	7	13
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/kernels/isotropic.py	3	7	14
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/kernels/kernel.py	3	7	22
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/kernels/periodic.py	3	7	12
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/kernels/static.py	3	7	13
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/likelihoods/binary.py	3	7	17
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/likelihoods/gaussian.py	3	7	18
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/likelihoods/likelihood.py	3	7	12
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/likelihoods/multi_class.py	3	7	15
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/likelihoods/poisson.py	3	7	11
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/models/gplvm.py	3	7	12
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/models/gpr.py	3	7	27
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/models/model.py	3	7	24
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/models/sgpr.py	3	7	32
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/models/vgp.py	3	7	21
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/models/vsgp.py	3	7	11
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/parameterized.py	3	7	8
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/minipyro.py	3	7	17
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/oed/eig.py	3	7	17
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/tracking/assignment.py	3	7	9
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/tracking/distributions.py	3	7	6
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/tracking/hashing.py	3	7	8
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/avf_mvn.py	3	7	6
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/conjugate.py	3	7	13
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/diag_normal_mixture.py	3	7	8
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	7	9
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/empirical.py	3	7	13
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/gaussian_scale_mixture.py	3	7	9
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/hmm.py	3	7	30
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/inverse_gamma.py	3	7	6
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/lkj.py	3	7	10
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/mixture.py	3	7	8
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/omt_mvn.py	3	7	18
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/relaxed_straight_through.py	3	7	8
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/spanning_tree.py	3	7	7
pyro/distributions/testing/naive_dirichlet.py	profiler/distributions.py	3	7	11
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/gp/__init__.py	3	7	14
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/__init__.py	3	7	114
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/distribution.py	3	7	44
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/rejector.py	3	7	10
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/testing/fakes.py	3	7	7
pyro/distributions/testing/rejection_exponential.py	examples/air/air.py	3	9	36
pyro/distributions/testing/rejection_exponential.py	examples/contrib/gp/sv-dkl.py	3	9	34
pyro/distributions/testing/rejection_exponential.py	examples/dmm/dmm.py	3	9	56
pyro/distributions/testing/rejection_exponential.py	examples/hmm.py	3	9	45
pyro/distributions/testing/rejection_exponential.py	examples/rsa/search_inference.py	3	9	9
pyro/distributions/testing/rejection_exponential.py	examples/sparse_gamma_def.py	3	9	28
pyro/distributions/testing/rejection_exponential.py	examples/vae/ss_vae_M2.py	3	9	34
pyro/distributions/testing/rejection_exponential.py	examples/vae/utils/custom_mlp.py	3	9	6
pyro/distributions/testing/rejection_exponential.py	examples/vae/utils/mnist_cached.py	3	9	9
pyro/distributions/testing/rejection_exponential.py	examples/vae/vae_comparison.py	3	9	29
pyro/distributions/testing/rejection_exponential.py	profiler/profiling_utils.py	3	9	5
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/autoname/named.py	3	9	5
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/kernels/brownian.py	3	9	12
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/kernels/coregionalize.py	3	9	9
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/kernels/dot_product.py	3	9	13
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/kernels/isotropic.py	3	9	14
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/kernels/static.py	3	9	13
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/likelihoods/binary.py	3	9	17
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/likelihoods/gaussian.py	3	9	18
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/likelihoods/likelihood.py	3	9	12
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/likelihoods/multi_class.py	3	9	15
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/likelihoods/poisson.py	3	9	11
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/models/gplvm.py	3	9	12
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/models/gpr.py	3	9	27
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/models/model.py	3	9	24
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/models/vgp.py	3	9	21
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/models/vsgp.py	3	9	11
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/parameterized.py	3	9	8
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/minipyro.py	3	9	17
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/oed/eig.py	3	9	17
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/tracking/assignment.py	3	9	9
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/tracking/distributions.py	3	9	6
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/tracking/hashing.py	3	9	8
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/avf_mvn.py	3	9	6
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/conjugate.py	3	9	13
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/diag_normal_mixture.py	3	9	8
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	9	9
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/gaussian_scale_mixture.py	3	9	9
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/hmm.py	3	9	30
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/inverse_gamma.py	3	9	6
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/lkj.py	3	9	10
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/mixture.py	3	9	8
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/relaxed_straight_through.py	3	9	8
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/spanning_tree.py	3	9	7
pyro/distributions/testing/rejection_exponential.py	examples/air/main.py	3	9	37
pyro/distributions/testing/rejection_exponential.py	examples/inclined_plane.py	3	9	35
pyro/distributions/testing/rejection_exponential.py	profiler/distributions.py	3	9	11
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/likelihoods/__init__.py	3	9	8
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/score_parts.py	3	9	7
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/testing/fakes.py	3	9	7
pyro/distributions/testing/rejection_gamma.py	examples/air/modules.py	3	19	6
pyro/distributions/testing/rejection_gamma.py	examples/contrib/gp/sv-dkl.py	3	19	34
pyro/distributions/testing/rejection_gamma.py	examples/rsa/search_inference.py	3	19	9
pyro/distributions/testing/rejection_gamma.py	examples/sparse_gamma_def.py	3	19	28
pyro/distributions/testing/rejection_gamma.py	examples/vae/ss_vae_M2.py	3	19	34
pyro/distributions/testing/rejection_gamma.py	examples/vae/utils/mnist_cached.py	3	19	9
pyro/distributions/testing/rejection_gamma.py	examples/vae/vae.py	3	19	29
pyro/distributions/testing/rejection_gamma.py	profiler/profiling_utils.py	3	19	5
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/autoname/named.py	3	19	5
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/kernels/brownian.py	3	19	12
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/kernels/coregionalize.py	3	19	9
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/kernels/dot_product.py	3	19	13
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/kernels/isotropic.py	3	19	14
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/kernels/kernel.py	3	19	22
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/kernels/periodic.py	3	19	12
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/kernels/static.py	3	19	13
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/likelihoods/binary.py	3	19	17
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/likelihoods/likelihood.py	3	19	12
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/likelihoods/multi_class.py	3	19	15
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/likelihoods/poisson.py	3	19	11
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/models/model.py	3	19	24
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/parameterized.py	3	19	8
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/tracking/dynamic_models.py	3	19	7
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/tracking/extended_kalman_filter.py	3	19	8
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/tracking/hashing.py	3	19	8
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/tracking/measurements.py	3	19	5
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/empirical.py	3	19	13
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/gaussian_scale_mixture.py	3	19	9
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/hmm.py	3	19	30
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/inverse_gamma.py	3	19	6
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/mixture.py	3	19	8
pyro/distributions/testing/rejection_gamma.py	examples/eight_schools/mcmc.py	3	19	29
pyro/distributions/testing/rejection_gamma.py	examples/lkj.py	3	19	20
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/examples/util.py	3	19	9
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/__init__.py	3	19	14
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/util.py	3	19	19
pyro/distributions/torch.py	pyro/contrib/epidemiology/compartmental.py	3	40	33
pyro/distributions/torch.py	pyro/contrib/epidemiology/distributions.py	3	40	9
pyro/distributions/torch.py	examples/contrib/gp/sv-dkl.py	3	40	34
pyro/distributions/torch.py	examples/rsa/search_inference.py	3	40	9
pyro/distributions/torch.py	examples/sparse_gamma_def.py	3	40	28
pyro/distributions/torch.py	examples/vae/utils/mnist_cached.py	3	40	9
pyro/distributions/torch.py	examples/vae/vae.py	3	40	29
pyro/distributions/torch.py	examples/vae/vae_comparison.py	3	40	29
pyro/distributions/torch.py	profiler/profiling_utils.py	3	40	5
pyro/distributions/torch.py	pyro/contrib/autoname/named.py	3	40	5
pyro/distributions/torch.py	pyro/contrib/gp/kernels/brownian.py	3	40	12
pyro/distributions/torch.py	pyro/contrib/gp/kernels/coregionalize.py	3	40	9
pyro/distributions/torch.py	pyro/contrib/gp/kernels/dot_product.py	3	40	13
pyro/distributions/torch.py	pyro/contrib/gp/kernels/kernel.py	3	40	22
pyro/distributions/torch.py	pyro/contrib/gp/kernels/periodic.py	3	40	12
pyro/distributions/torch.py	pyro/contrib/gp/kernels/static.py	3	40	13
pyro/distributions/torch.py	pyro/contrib/gp/likelihoods/gaussian.py	3	40	18
pyro/distributions/torch.py	pyro/contrib/gp/likelihoods/likelihood.py	3	40	12
pyro/distributions/torch.py	pyro/contrib/gp/likelihoods/multi_class.py	3	40	15
pyro/distributions/torch.py	pyro/contrib/gp/likelihoods/poisson.py	3	40	11
pyro/distributions/torch.py	pyro/contrib/gp/models/model.py	3	40	24
pyro/distributions/torch.py	pyro/contrib/gp/parameterized.py	3	40	8
pyro/distributions/torch.py	pyro/contrib/minipyro.py	3	40	17
pyro/distributions/torch.py	pyro/contrib/tracking/assignment.py	3	40	9
pyro/distributions/torch.py	pyro/contrib/tracking/distributions.py	3	40	6
pyro/distributions/torch.py	pyro/contrib/tracking/hashing.py	3	40	8
pyro/distributions/torch.py	pyro/distributions/avf_mvn.py	3	40	6
pyro/distributions/torch.py	pyro/distributions/inverse_gamma.py	3	40	6
pyro/distributions/torch.py	pyro/distributions/multivariate_studentt.py	3	40	5
pyro/distributions/torch.py	pyro/distributions/spanning_tree.py	3	40	7
pyro/distributions/torch.py	pyro/distributions/testing/rejection_exponential.py	3	40	9
pyro/distributions/torch.py	examples/baseball.py	3	40	46
pyro/distributions/torch.py	examples/eight_schools/mcmc.py	3	40	29
pyro/distributions/torch.py	profiler/distributions.py	3	40	11
pyro/distributions/torch.py	pyro/contrib/examples/util.py	3	40	9
pyro/distributions/torch.py	pyro/contrib/gp/__init__.py	3	40	14
pyro/distributions/torch.py	pyro/contrib/gp/util.py	3	40	19
pyro/distributions/torch_distribution.py	examples/contrib/gp/sv-dkl.py	3	39	34
pyro/distributions/torch_distribution.py	examples/rsa/search_inference.py	3	39	9
pyro/distributions/torch_distribution.py	examples/vae/utils/mnist_cached.py	3	39	9
pyro/distributions/torch_distribution.py	profiler/profiling_utils.py	3	39	5
pyro/distributions/torch_distribution.py	pyro/contrib/autoname/named.py	3	39	5
pyro/distributions/torch_distribution.py	pyro/contrib/autoname/scoping.py	3	39	6
pyro/distributions/torch_distribution.py	pyro/contrib/gp/kernels/brownian.py	3	39	12
pyro/distributions/torch_distribution.py	pyro/contrib/gp/kernels/coregionalize.py	3	39	9
pyro/distributions/torch_distribution.py	pyro/contrib/gp/kernels/dot_product.py	3	39	13
pyro/distributions/torch_distribution.py	pyro/contrib/gp/kernels/periodic.py	3	39	12
pyro/distributions/torch_distribution.py	pyro/contrib/gp/kernels/static.py	3	39	13
pyro/distributions/torch_distribution.py	pyro/contrib/gp/likelihoods/likelihood.py	3	39	12
pyro/distributions/torch_distribution.py	pyro/contrib/gp/parameterized.py	3	39	8
pyro/distributions/torch_distribution.py	pyro/contrib/minipyro.py	3	39	17
pyro/distributions/torch_distribution.py	pyro/contrib/oed/search.py	3	39	4
pyro/distributions/torch_distribution.py	pyro/contrib/tracking/assignment.py	3	39	9
pyro/distributions/torch_distribution.py	pyro/contrib/tracking/distributions.py	3	39	6
pyro/distributions/torch_distribution.py	pyro/contrib/tracking/hashing.py	3	39	8
pyro/distributions/torch_distribution.py	pyro/distributions/avf_mvn.py	3	39	6
pyro/distributions/torch_distribution.py	pyro/distributions/conjugate.py	3	39	13
pyro/distributions/torch_distribution.py	pyro/distributions/gaussian_scale_mixture.py	3	39	9
pyro/distributions/torch_distribution.py	pyro/distributions/inverse_gamma.py	3	39	6
pyro/distributions/torch_distribution.py	pyro/distributions/testing/rejection_exponential.py	3	39	9
pyro/distributions/torch_distribution.py	examples/capture_recapture/cjs.py	3	39	9
pyro/distributions/torch_distribution.py	examples/eight_schools/mcmc.py	3	39	29
pyro/distributions/torch_distribution.py	profiler/distributions.py	3	39	11
pyro/distributions/torch_distribution.py	pyro/contrib/__init__.py	3	39	17
pyro/distributions/torch_distribution.py	pyro/contrib/examples/util.py	3	39	9
pyro/distributions/torch_distribution.py	pyro/distributions/testing/fakes.py	3	39	7
pyro/distributions/torch_patch.py	examples/rsa/generics.py	3	27	19
pyro/distributions/torch_patch.py	examples/rsa/hyperbole.py	3	27	19
pyro/distributions/torch_patch.py	examples/rsa/semantic_parsing.py	3	27	20
pyro/distributions/torch_patch.py	examples/vae/ss_vae_M2.py	3	27	34
pyro/distributions/torch_patch.py	examples/vae/vae.py	3	27	29
pyro/distributions/torch_patch.py	examples/vae/vae_comparison.py	3	27	29
pyro/distributions/torch_patch.py	pyro/contrib/examples/util.py	3	27	9
pyro/distributions/torch_patch.py	pyro/contrib/gp/models/gplvm.py	3	27	12
pyro/distributions/torch_patch.py	pyro/contrib/gp/models/gpr.py	3	27	27
pyro/distributions/torch_patch.py	pyro/contrib/gp/models/model.py	3	27	24
pyro/distributions/torch_patch.py	pyro/contrib/gp/models/sgpr.py	3	27	32
pyro/distributions/torch_patch.py	pyro/contrib/gp/models/vgp.py	3	27	21
pyro/distributions/torch_patch.py	pyro/contrib/gp/models/vsgp.py	3	27	11
pyro/distributions/torch_patch.py	pyro/contrib/gp/util.py	3	27	19
pyro/distributions/torch_patch.py	pyro/contrib/oed/eig.py	3	27	17
pyro/distributions/torch_patch.py	pyro/distributions/conjugate.py	3	27	13
pyro/distributions/torch_patch.py	pyro/distributions/delta.py	3	27	44
pyro/distributions/torch_patch.py	pyro/distributions/diag_normal_mixture.py	3	27	8
pyro/distributions/torch_patch.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	27	9
pyro/distributions/torch_patch.py	pyro/distributions/omt_mvn.py	3	27	18
pyro/distributions/torch_patch.py	pyro/distributions/relaxed_straight_through.py	3	27	8
pyro/distributions/torch_patch.py	pyro/distributions/testing/rejection_gamma.py	3	27	19
pyro/distributions/torch_patch.py	pyro/distributions/torch_distribution.py	3	27	39
pyro/distributions/torch_transform.py	examples/contrib/gp/sv-dkl.py	3	7	34
pyro/distributions/torch_transform.py	examples/hmm.py	3	7	45
pyro/distributions/torch_transform.py	examples/rsa/search_inference.py	3	7	9
pyro/distributions/torch_transform.py	examples/sparse_gamma_def.py	3	7	28
pyro/distributions/torch_transform.py	profiler/profiling_utils.py	3	7	5
pyro/distributions/torch_transform.py	pyro/contrib/autoname/named.py	3	7	5
pyro/distributions/torch_transform.py	pyro/contrib/gp/kernels/brownian.py	3	7	12
pyro/distributions/torch_transform.py	pyro/contrib/gp/kernels/coregionalize.py	3	7	9
pyro/distributions/torch_transform.py	pyro/contrib/gp/kernels/dot_product.py	3	7	13
pyro/distributions/torch_transform.py	pyro/contrib/gp/kernels/isotropic.py	3	7	14
pyro/distributions/torch_transform.py	pyro/contrib/gp/kernels/kernel.py	3	7	22
pyro/distributions/torch_transform.py	pyro/contrib/gp/kernels/periodic.py	3	7	12
pyro/distributions/torch_transform.py	pyro/contrib/gp/kernels/static.py	3	7	13
pyro/distributions/torch_transform.py	pyro/contrib/gp/likelihoods/binary.py	3	7	17
pyro/distributions/torch_transform.py	pyro/contrib/gp/likelihoods/gaussian.py	3	7	18
pyro/distributions/torch_transform.py	pyro/contrib/gp/likelihoods/likelihood.py	3	7	12
pyro/distributions/torch_transform.py	pyro/contrib/gp/likelihoods/multi_class.py	3	7	15
pyro/distributions/torch_transform.py	pyro/contrib/gp/likelihoods/poisson.py	3	7	11
pyro/distributions/torch_transform.py	pyro/contrib/gp/models/gplvm.py	3	7	12
pyro/distributions/torch_transform.py	pyro/contrib/gp/models/gpr.py	3	7	27
pyro/distributions/torch_transform.py	pyro/contrib/gp/models/model.py	3	7	24
pyro/distributions/torch_transform.py	pyro/contrib/gp/models/sgpr.py	3	7	32
pyro/distributions/torch_transform.py	pyro/contrib/gp/models/vgp.py	3	7	21
pyro/distributions/torch_transform.py	pyro/contrib/gp/models/vsgp.py	3	7	11
pyro/distributions/torch_transform.py	pyro/contrib/gp/parameterized.py	3	7	8
pyro/distributions/torch_transform.py	pyro/contrib/minipyro.py	3	7	17
pyro/distributions/torch_transform.py	pyro/contrib/oed/eig.py	3	7	17
pyro/distributions/torch_transform.py	pyro/contrib/tracking/assignment.py	3	7	9
pyro/distributions/torch_transform.py	pyro/contrib/tracking/distributions.py	3	7	6
pyro/distributions/torch_transform.py	pyro/contrib/tracking/hashing.py	3	7	8
pyro/distributions/torch_transform.py	pyro/distributions/avf_mvn.py	3	7	6
pyro/distributions/torch_transform.py	pyro/distributions/conditional.py	3	7	5
pyro/distributions/torch_transform.py	pyro/distributions/conjugate.py	3	7	13
pyro/distributions/torch_transform.py	pyro/distributions/delta.py	3	7	44
pyro/distributions/torch_transform.py	pyro/distributions/diag_normal_mixture.py	3	7	8
pyro/distributions/torch_transform.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	7	9
pyro/distributions/torch_transform.py	pyro/distributions/empirical.py	3	7	13
pyro/distributions/torch_transform.py	pyro/distributions/gaussian_scale_mixture.py	3	7	9
pyro/distributions/torch_transform.py	pyro/distributions/hmm.py	3	7	30
pyro/distributions/torch_transform.py	pyro/distributions/inverse_gamma.py	3	7	6
pyro/distributions/torch_transform.py	pyro/distributions/lkj.py	3	7	10
pyro/distributions/torch_transform.py	pyro/distributions/mixture.py	3	7	8
pyro/distributions/torch_transform.py	pyro/distributions/omt_mvn.py	3	7	18
pyro/distributions/torch_transform.py	pyro/distributions/relaxed_straight_through.py	3	7	8
pyro/distributions/torch_transform.py	pyro/distributions/spanning_tree.py	3	7	7
pyro/distributions/torch_transform.py	pyro/distributions/testing/naive_dirichlet.py	3	7	7
pyro/distributions/torch_transform.py	pyro/distributions/testing/rejection_exponential.py	3	7	9
pyro/distributions/torch_transform.py	pyro/distributions/testing/rejection_gamma.py	3	7	19
pyro/distributions/torch_transform.py	pyro/distributions/torch.py	3	7	40
pyro/distributions/torch_transform.py	pyro/distributions/torch_distribution.py	3	7	39
pyro/distributions/torch_transform.py	pyro/distributions/torch_patch.py	3	7	27
pyro/distributions/transforms/__init__.py	pyro/distributions/torch.py	3	30	40
pyro/distributions/transforms/__init__.py	pyro/distributions/torch_transform.py	3	30	7
pyro/distributions/transforms/__init__.py	examples/dmm/dmm.py	3	30	56
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/torch_transform.py	3	11	7
pyro/distributions/transforms/affine_autoregressive.py	examples/dmm/dmm.py	3	11	56
pyro/distributions/transforms/affine_coupling.py	examples/contrib/gp/sv-dkl.py	3	13	34
pyro/distributions/transforms/affine_coupling.py	examples/dmm/dmm.py	3	13	56
pyro/distributions/transforms/affine_coupling.py	examples/hmm.py	3	13	45
pyro/distributions/transforms/affine_coupling.py	examples/rsa/search_inference.py	3	13	9
pyro/distributions/transforms/affine_coupling.py	examples/sparse_gamma_def.py	3	13	28
pyro/distributions/transforms/affine_coupling.py	profiler/profiling_utils.py	3	13	5
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/autoname/named.py	3	13	5
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/kernels/brownian.py	3	13	12
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/kernels/coregionalize.py	3	13	9
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/kernels/dot_product.py	3	13	13
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/kernels/isotropic.py	3	13	14
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/kernels/kernel.py	3	13	22
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/kernels/periodic.py	3	13	12
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/kernels/static.py	3	13	13
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/likelihoods/binary.py	3	13	17
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/likelihoods/gaussian.py	3	13	18
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/likelihoods/likelihood.py	3	13	12
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/likelihoods/multi_class.py	3	13	15
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/likelihoods/poisson.py	3	13	11
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/models/gplvm.py	3	13	12
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/models/gpr.py	3	13	27
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/models/model.py	3	13	24
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/models/sgpr.py	3	13	32
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/models/vgp.py	3	13	21
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/models/vsgp.py	3	13	11
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/parameterized.py	3	13	8
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/minipyro.py	3	13	17
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/oed/eig.py	3	13	17
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/tracking/assignment.py	3	13	9
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/tracking/distributions.py	3	13	6
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/tracking/hashing.py	3	13	8
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/avf_mvn.py	3	13	6
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/conjugate.py	3	13	13
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/delta.py	3	13	44
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	13	9
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/empirical.py	3	13	13
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/hmm.py	3	13	30
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/lkj.py	3	13	10
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/mixture.py	3	13	8
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/omt_mvn.py	3	13	18
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/spanning_tree.py	3	13	7
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/testing/naive_dirichlet.py	3	13	7
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/testing/rejection_exponential.py	3	13	9
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/testing/rejection_gamma.py	3	13	19
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/torch.py	3	13	40
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/torch_distribution.py	3	13	39
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/torch_transform.py	3	13	7
pyro/distributions/transforms/batchnorm.py	examples/dmm/dmm.py	3	7	56
pyro/distributions/transforms/block_autoregressive.py	examples/contrib/gp/sv-dkl.py	3	12	34
pyro/distributions/transforms/block_autoregressive.py	examples/dmm/dmm.py	3	12	56
pyro/distributions/transforms/block_autoregressive.py	examples/hmm.py	3	12	45
pyro/distributions/transforms/block_autoregressive.py	examples/rsa/search_inference.py	3	12	9
pyro/distributions/transforms/block_autoregressive.py	examples/sparse_gamma_def.py	3	12	28
pyro/distributions/transforms/block_autoregressive.py	profiler/profiling_utils.py	3	12	5
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/autoname/named.py	3	12	5
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/kernels/brownian.py	3	12	12
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/kernels/coregionalize.py	3	12	9
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/kernels/dot_product.py	3	12	13
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/kernels/isotropic.py	3	12	14
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/kernels/kernel.py	3	12	22
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/kernels/periodic.py	3	12	12
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/kernels/static.py	3	12	13
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/likelihoods/binary.py	3	12	17
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/likelihoods/gaussian.py	3	12	18
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/likelihoods/likelihood.py	3	12	12
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/likelihoods/multi_class.py	3	12	15
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/likelihoods/poisson.py	3	12	11
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/models/gplvm.py	3	12	12
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/models/gpr.py	3	12	27
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/models/model.py	3	12	24
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/models/sgpr.py	3	12	32
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/models/vgp.py	3	12	21
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/models/vsgp.py	3	12	11
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/parameterized.py	3	12	8
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/minipyro.py	3	12	17
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/oed/eig.py	3	12	17
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/tracking/assignment.py	3	12	9
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/tracking/distributions.py	3	12	6
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/tracking/hashing.py	3	12	8
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/avf_mvn.py	3	12	6
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/conjugate.py	3	12	13
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/delta.py	3	12	44
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/diag_normal_mixture.py	3	12	8
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	12	9
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/empirical.py	3	12	13
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/gaussian_scale_mixture.py	3	12	9
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/hmm.py	3	12	30
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/inverse_gamma.py	3	12	6
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/lkj.py	3	12	10
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/omt_mvn.py	3	12	18
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/relaxed_straight_through.py	3	12	8
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/testing/naive_dirichlet.py	3	12	7
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/testing/rejection_exponential.py	3	12	9
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/testing/rejection_gamma.py	3	12	19
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/torch.py	3	12	40
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/torch_transform.py	3	12	7
pyro/distributions/transforms/block_autoregressive.py	examples/capture_recapture/cjs.py	3	12	9
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/rejector.py	3	12	10
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/score_parts.py	3	12	7
pyro/distributions/transforms/cholesky.py	pyro/distributions/transforms/__init__.py	3	4	30
pyro/distributions/transforms/cholesky.py	pyro/distributions/transforms/affine_autoregressive.py	3	4	11
pyro/distributions/transforms/cholesky.py	pyro/distributions/transforms/affine_coupling.py	3	4	13
pyro/distributions/transforms/cholesky.py	pyro/distributions/transforms/block_autoregressive.py	3	4	12
pyro/distributions/transforms/discrete_cosine.py	pyro/distributions/transforms/__init__.py	3	4	30
pyro/distributions/transforms/generalized_channel_permute.py	pyro/distributions/transforms/__init__.py	3	5	30
pyro/distributions/transforms/householder.py	pyro/distributions/transforms/cholesky.py	3	11	4
pyro/distributions/transforms/householder.py	examples/contrib/gp/sv-dkl.py	3	11	34
pyro/distributions/transforms/householder.py	examples/dmm/dmm.py	3	11	56
pyro/distributions/transforms/householder.py	examples/hmm.py	3	11	45
pyro/distributions/transforms/householder.py	examples/rsa/search_inference.py	3	11	9
pyro/distributions/transforms/householder.py	examples/sparse_gamma_def.py	3	11	28
pyro/distributions/transforms/householder.py	profiler/profiling_utils.py	3	11	5
pyro/distributions/transforms/householder.py	pyro/contrib/autoname/named.py	3	11	5
pyro/distributions/transforms/householder.py	pyro/contrib/gp/kernels/brownian.py	3	11	12
pyro/distributions/transforms/householder.py	pyro/contrib/gp/kernels/coregionalize.py	3	11	9
pyro/distributions/transforms/householder.py	pyro/contrib/gp/kernels/dot_product.py	3	11	13
pyro/distributions/transforms/householder.py	pyro/contrib/gp/kernels/isotropic.py	3	11	14
pyro/distributions/transforms/householder.py	pyro/contrib/gp/kernels/kernel.py	3	11	22
pyro/distributions/transforms/householder.py	pyro/contrib/gp/kernels/periodic.py	3	11	12
pyro/distributions/transforms/householder.py	pyro/contrib/gp/kernels/static.py	3	11	13
pyro/distributions/transforms/householder.py	pyro/contrib/gp/likelihoods/binary.py	3	11	17
pyro/distributions/transforms/householder.py	pyro/contrib/gp/likelihoods/gaussian.py	3	11	18
pyro/distributions/transforms/householder.py	pyro/contrib/gp/likelihoods/likelihood.py	3	11	12
pyro/distributions/transforms/householder.py	pyro/contrib/gp/likelihoods/multi_class.py	3	11	15
pyro/distributions/transforms/householder.py	pyro/contrib/gp/likelihoods/poisson.py	3	11	11
pyro/distributions/transforms/householder.py	pyro/contrib/gp/models/gplvm.py	3	11	12
pyro/distributions/transforms/householder.py	pyro/contrib/gp/models/gpr.py	3	11	27
pyro/distributions/transforms/householder.py	pyro/contrib/gp/models/model.py	3	11	24
pyro/distributions/transforms/householder.py	pyro/contrib/gp/models/sgpr.py	3	11	32
pyro/distributions/transforms/householder.py	pyro/contrib/gp/models/vgp.py	3	11	21
pyro/distributions/transforms/householder.py	pyro/contrib/gp/models/vsgp.py	3	11	11
pyro/distributions/transforms/householder.py	pyro/contrib/gp/parameterized.py	3	11	8
pyro/distributions/transforms/householder.py	pyro/contrib/minipyro.py	3	11	17
pyro/distributions/transforms/householder.py	pyro/contrib/oed/eig.py	3	11	17
pyro/distributions/transforms/householder.py	pyro/contrib/tracking/assignment.py	3	11	9
pyro/distributions/transforms/householder.py	pyro/contrib/tracking/distributions.py	3	11	6
pyro/distributions/transforms/householder.py	pyro/contrib/tracking/hashing.py	3	11	8
pyro/distributions/transforms/householder.py	pyro/distributions/avf_mvn.py	3	11	6
pyro/distributions/transforms/householder.py	pyro/distributions/conjugate.py	3	11	13
pyro/distributions/transforms/householder.py	pyro/distributions/delta.py	3	11	44
pyro/distributions/transforms/householder.py	pyro/distributions/diag_normal_mixture.py	3	11	8
pyro/distributions/transforms/householder.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	11	9
pyro/distributions/transforms/householder.py	pyro/distributions/empirical.py	3	11	13
pyro/distributions/transforms/householder.py	pyro/distributions/gaussian_scale_mixture.py	3	11	9
pyro/distributions/transforms/householder.py	pyro/distributions/hmm.py	3	11	30
pyro/distributions/transforms/householder.py	pyro/distributions/inverse_gamma.py	3	11	6
pyro/distributions/transforms/householder.py	pyro/distributions/lkj.py	3	11	10
pyro/distributions/transforms/householder.py	pyro/distributions/mixture.py	3	11	8
pyro/distributions/transforms/householder.py	pyro/distributions/omt_mvn.py	3	11	18
pyro/distributions/transforms/householder.py	pyro/distributions/relaxed_straight_through.py	3	11	8
pyro/distributions/transforms/householder.py	pyro/distributions/spanning_tree.py	3	11	7
pyro/distributions/transforms/householder.py	pyro/distributions/testing/naive_dirichlet.py	3	11	7
pyro/distributions/transforms/householder.py	pyro/distributions/testing/rejection_exponential.py	3	11	9
pyro/distributions/transforms/householder.py	pyro/distributions/testing/rejection_gamma.py	3	11	19
pyro/distributions/transforms/householder.py	pyro/distributions/torch.py	3	11	40
pyro/distributions/transforms/householder.py	pyro/distributions/torch_distribution.py	3	11	39
pyro/distributions/transforms/householder.py	pyro/distributions/torch_transform.py	3	11	7
pyro/distributions/transforms/householder.py	pyro/distributions/__init__.py	3	11	114
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/transforms/__init__.py	3	5	30
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/transforms/affine_autoregressive.py	3	5	11
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/transforms/affine_coupling.py	3	5	13
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/transforms/batchnorm.py	3	5	7
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/transforms/block_autoregressive.py	3	5	12
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/transforms/householder.py	3	5	11
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/transforms/cholesky.py	3	10	4
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/torch.py	3	10	40
pyro/distributions/transforms/neural_autoregressive.py	examples/dmm/dmm.py	3	10	56
pyro/distributions/transforms/permute.py	examples/contrib/gp/sv-dkl.py	3	13	34
pyro/distributions/transforms/permute.py	examples/hmm.py	3	13	45
pyro/distributions/transforms/permute.py	examples/rsa/search_inference.py	3	13	9
pyro/distributions/transforms/permute.py	examples/sparse_gamma_def.py	3	13	28
pyro/distributions/transforms/permute.py	profiler/profiling_utils.py	3	13	5
pyro/distributions/transforms/permute.py	pyro/contrib/autoname/named.py	3	13	5
pyro/distributions/transforms/permute.py	pyro/contrib/gp/kernels/brownian.py	3	13	12
pyro/distributions/transforms/permute.py	pyro/contrib/gp/kernels/coregionalize.py	3	13	9
pyro/distributions/transforms/permute.py	pyro/contrib/gp/kernels/dot_product.py	3	13	13
pyro/distributions/transforms/permute.py	pyro/contrib/gp/kernels/isotropic.py	3	13	14
pyro/distributions/transforms/permute.py	pyro/contrib/gp/kernels/kernel.py	3	13	22
pyro/distributions/transforms/permute.py	pyro/contrib/gp/kernels/periodic.py	3	13	12
pyro/distributions/transforms/permute.py	pyro/contrib/gp/kernels/static.py	3	13	13
pyro/distributions/transforms/permute.py	pyro/contrib/gp/likelihoods/binary.py	3	13	17
pyro/distributions/transforms/permute.py	pyro/contrib/gp/likelihoods/gaussian.py	3	13	18
pyro/distributions/transforms/permute.py	pyro/contrib/gp/likelihoods/likelihood.py	3	13	12
pyro/distributions/transforms/permute.py	pyro/contrib/gp/likelihoods/multi_class.py	3	13	15
pyro/distributions/transforms/permute.py	pyro/contrib/gp/likelihoods/poisson.py	3	13	11
pyro/distributions/transforms/permute.py	pyro/contrib/gp/models/gplvm.py	3	13	12
pyro/distributions/transforms/permute.py	pyro/contrib/gp/models/gpr.py	3	13	27
pyro/distributions/transforms/permute.py	pyro/contrib/gp/models/model.py	3	13	24
pyro/distributions/transforms/permute.py	pyro/contrib/gp/models/sgpr.py	3	13	32
pyro/distributions/transforms/permute.py	pyro/contrib/gp/models/vgp.py	3	13	21
pyro/distributions/transforms/permute.py	pyro/contrib/gp/models/vsgp.py	3	13	11
pyro/distributions/transforms/permute.py	pyro/contrib/gp/parameterized.py	3	13	8
pyro/distributions/transforms/permute.py	pyro/contrib/minipyro.py	3	13	17
pyro/distributions/transforms/permute.py	pyro/contrib/oed/eig.py	3	13	17
pyro/distributions/transforms/permute.py	pyro/contrib/tracking/assignment.py	3	13	9
pyro/distributions/transforms/permute.py	pyro/contrib/tracking/distributions.py	3	13	6
pyro/distributions/transforms/permute.py	pyro/contrib/tracking/hashing.py	3	13	8
pyro/distributions/transforms/permute.py	pyro/distributions/avf_mvn.py	3	13	6
pyro/distributions/transforms/permute.py	pyro/distributions/conditional.py	3	13	5
pyro/distributions/transforms/permute.py	pyro/distributions/conjugate.py	3	13	13
pyro/distributions/transforms/permute.py	pyro/distributions/delta.py	3	13	44
pyro/distributions/transforms/permute.py	pyro/distributions/diag_normal_mixture.py	3	13	8
pyro/distributions/transforms/permute.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	13	9
pyro/distributions/transforms/permute.py	pyro/distributions/empirical.py	3	13	13
pyro/distributions/transforms/permute.py	pyro/distributions/gaussian_scale_mixture.py	3	13	9
pyro/distributions/transforms/permute.py	pyro/distributions/hmm.py	3	13	30
pyro/distributions/transforms/permute.py	pyro/distributions/inverse_gamma.py	3	13	6
pyro/distributions/transforms/permute.py	pyro/distributions/mixture.py	3	13	8
pyro/distributions/transforms/permute.py	pyro/distributions/omt_mvn.py	3	13	18
pyro/distributions/transforms/permute.py	pyro/distributions/relaxed_straight_through.py	3	13	8
pyro/distributions/transforms/permute.py	pyro/distributions/spanning_tree.py	3	13	7
pyro/distributions/transforms/permute.py	pyro/distributions/testing/naive_dirichlet.py	3	13	7
pyro/distributions/transforms/permute.py	pyro/distributions/testing/rejection_exponential.py	3	13	9
pyro/distributions/transforms/permute.py	pyro/distributions/testing/rejection_gamma.py	3	13	19
pyro/distributions/transforms/planar.py	pyro/distributions/transforms/cholesky.py	3	16	4
pyro/distributions/transforms/planar.py	pyro/distributions/transforms/lower_cholesky_affine.py	3	16	5
pyro/distributions/transforms/planar.py	examples/contrib/gp/sv-dkl.py	3	16	34
pyro/distributions/transforms/planar.py	examples/dmm/dmm.py	3	16	56
pyro/distributions/transforms/planar.py	examples/hmm.py	3	16	45
pyro/distributions/transforms/planar.py	examples/rsa/search_inference.py	3	16	9
pyro/distributions/transforms/planar.py	examples/sparse_gamma_def.py	3	16	28
pyro/distributions/transforms/planar.py	profiler/profiling_utils.py	3	16	5
pyro/distributions/transforms/planar.py	pyro/contrib/autoname/named.py	3	16	5
pyro/distributions/transforms/planar.py	pyro/contrib/gp/kernels/brownian.py	3	16	12
pyro/distributions/transforms/planar.py	pyro/contrib/gp/kernels/coregionalize.py	3	16	9
pyro/distributions/transforms/planar.py	pyro/contrib/gp/kernels/dot_product.py	3	16	13
pyro/distributions/transforms/planar.py	pyro/contrib/gp/kernels/isotropic.py	3	16	14
pyro/distributions/transforms/planar.py	pyro/contrib/gp/kernels/kernel.py	3	16	22
pyro/distributions/transforms/planar.py	pyro/contrib/gp/kernels/periodic.py	3	16	12
pyro/distributions/transforms/planar.py	pyro/contrib/gp/kernels/static.py	3	16	13
pyro/distributions/transforms/planar.py	pyro/contrib/gp/likelihoods/binary.py	3	16	17
pyro/distributions/transforms/planar.py	pyro/contrib/gp/likelihoods/gaussian.py	3	16	18
pyro/distributions/transforms/planar.py	pyro/contrib/gp/likelihoods/likelihood.py	3	16	12
pyro/distributions/transforms/planar.py	pyro/contrib/gp/likelihoods/multi_class.py	3	16	15
pyro/distributions/transforms/planar.py	pyro/contrib/gp/likelihoods/poisson.py	3	16	11
pyro/distributions/transforms/planar.py	pyro/contrib/gp/models/gplvm.py	3	16	12
pyro/distributions/transforms/planar.py	pyro/contrib/gp/models/gpr.py	3	16	27
pyro/distributions/transforms/planar.py	pyro/contrib/gp/models/model.py	3	16	24
pyro/distributions/transforms/planar.py	pyro/contrib/gp/models/sgpr.py	3	16	32
pyro/distributions/transforms/planar.py	pyro/contrib/gp/models/vgp.py	3	16	21
pyro/distributions/transforms/planar.py	pyro/contrib/gp/models/vsgp.py	3	16	11
pyro/distributions/transforms/planar.py	pyro/contrib/gp/parameterized.py	3	16	8
pyro/distributions/transforms/planar.py	pyro/contrib/minipyro.py	3	16	17
pyro/distributions/transforms/planar.py	pyro/contrib/oed/eig.py	3	16	17
pyro/distributions/transforms/planar.py	pyro/contrib/tracking/assignment.py	3	16	9
pyro/distributions/transforms/planar.py	pyro/contrib/tracking/distributions.py	3	16	6
pyro/distributions/transforms/planar.py	pyro/contrib/tracking/hashing.py	3	16	8
pyro/distributions/transforms/planar.py	pyro/distributions/avf_mvn.py	3	16	6
pyro/distributions/transforms/planar.py	pyro/distributions/conditional.py	3	16	5
pyro/distributions/transforms/planar.py	pyro/distributions/conjugate.py	3	16	13
pyro/distributions/transforms/planar.py	pyro/distributions/delta.py	3	16	44
pyro/distributions/transforms/planar.py	pyro/distributions/diag_normal_mixture.py	3	16	8
pyro/distributions/transforms/planar.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	16	9
pyro/distributions/transforms/planar.py	pyro/distributions/empirical.py	3	16	13
pyro/distributions/transforms/planar.py	pyro/distributions/gaussian_scale_mixture.py	3	16	9
pyro/distributions/transforms/planar.py	pyro/distributions/hmm.py	3	16	30
pyro/distributions/transforms/planar.py	pyro/distributions/inverse_gamma.py	3	16	6
pyro/distributions/transforms/planar.py	pyro/distributions/lkj.py	3	16	10
pyro/distributions/transforms/planar.py	pyro/distributions/mixture.py	3	16	8
pyro/distributions/transforms/planar.py	pyro/distributions/omt_mvn.py	3	16	18
pyro/distributions/transforms/planar.py	pyro/distributions/relaxed_straight_through.py	3	16	8
pyro/distributions/transforms/planar.py	pyro/distributions/spanning_tree.py	3	16	7
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pyro/distributions/transforms/planar.py	pyro/distributions/testing/rejection_gamma.py	3	16	19
pyro/distributions/transforms/planar.py	pyro/distributions/torch.py	3	16	40
pyro/distributions/transforms/planar.py	pyro/distributions/torch_distribution.py	3	16	39
pyro/distributions/transforms/polynomial.py	pyro/distributions/transforms/cholesky.py	3	9	4
pyro/distributions/transforms/polynomial.py	pyro/distributions/transforms/lower_cholesky_affine.py	3	9	5
pyro/distributions/transforms/polynomial.py	examples/contrib/gp/sv-dkl.py	3	9	34
pyro/distributions/transforms/polynomial.py	examples/dmm/dmm.py	3	9	56
pyro/distributions/transforms/polynomial.py	examples/hmm.py	3	9	45
pyro/distributions/transforms/polynomial.py	examples/rsa/search_inference.py	3	9	9
pyro/distributions/transforms/polynomial.py	examples/sparse_gamma_def.py	3	9	28
pyro/distributions/transforms/polynomial.py	profiler/profiling_utils.py	3	9	5
pyro/distributions/transforms/polynomial.py	pyro/contrib/autoname/named.py	3	9	5
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/kernels/brownian.py	3	9	12
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/kernels/coregionalize.py	3	9	9
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/kernels/dot_product.py	3	9	13
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/kernels/isotropic.py	3	9	14
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pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/kernels/periodic.py	3	9	12
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pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/likelihoods/binary.py	3	9	17
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/likelihoods/gaussian.py	3	9	18
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/likelihoods/likelihood.py	3	9	12
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/likelihoods/multi_class.py	3	9	15
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/likelihoods/poisson.py	3	9	11
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/models/gplvm.py	3	9	12
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/models/gpr.py	3	9	27
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pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/models/sgpr.py	3	9	32
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/models/vgp.py	3	9	21
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/models/vsgp.py	3	9	11
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/parameterized.py	3	9	8
pyro/distributions/transforms/polynomial.py	pyro/contrib/minipyro.py	3	9	17
pyro/distributions/transforms/polynomial.py	pyro/contrib/oed/eig.py	3	9	17
pyro/distributions/transforms/polynomial.py	pyro/contrib/tracking/assignment.py	3	9	9
pyro/distributions/transforms/polynomial.py	pyro/contrib/tracking/distributions.py	3	9	6
pyro/distributions/transforms/polynomial.py	pyro/contrib/tracking/hashing.py	3	9	8
pyro/distributions/transforms/polynomial.py	pyro/distributions/avf_mvn.py	3	9	6
pyro/distributions/transforms/polynomial.py	pyro/distributions/conjugate.py	3	9	13
pyro/distributions/transforms/polynomial.py	pyro/distributions/delta.py	3	9	44
pyro/distributions/transforms/polynomial.py	pyro/distributions/diag_normal_mixture.py	3	9	8
pyro/distributions/transforms/polynomial.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	9	9
pyro/distributions/transforms/polynomial.py	pyro/distributions/empirical.py	3	9	13
pyro/distributions/transforms/polynomial.py	pyro/distributions/gaussian_scale_mixture.py	3	9	9
pyro/distributions/transforms/polynomial.py	pyro/distributions/hmm.py	3	9	30
pyro/distributions/transforms/polynomial.py	pyro/distributions/inverse_gamma.py	3	9	6
pyro/distributions/transforms/polynomial.py	pyro/distributions/lkj.py	3	9	10
pyro/distributions/transforms/polynomial.py	pyro/distributions/mixture.py	3	9	8
pyro/distributions/transforms/polynomial.py	pyro/distributions/omt_mvn.py	3	9	18
pyro/distributions/transforms/polynomial.py	pyro/distributions/relaxed_straight_through.py	3	9	8
pyro/distributions/transforms/polynomial.py	pyro/distributions/spanning_tree.py	3	9	7
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pyro/distributions/transforms/polynomial.py	pyro/distributions/testing/rejection_exponential.py	3	9	9
pyro/distributions/transforms/polynomial.py	pyro/distributions/testing/rejection_gamma.py	3	9	19
pyro/distributions/transforms/polynomial.py	pyro/distributions/torch.py	3	9	40
pyro/distributions/transforms/polynomial.py	pyro/distributions/torch_distribution.py	3	9	39
pyro/distributions/transforms/polynomial.py	pyro/distributions/torch_transform.py	3	9	7
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pyro/distributions/transforms/radial.py	pyro/distributions/transforms/lower_cholesky_affine.py	3	15	5
pyro/distributions/transforms/radial.py	examples/contrib/gp/sv-dkl.py	3	15	34
pyro/distributions/transforms/radial.py	examples/dmm/dmm.py	3	15	56
pyro/distributions/transforms/radial.py	examples/hmm.py	3	15	45
pyro/distributions/transforms/radial.py	examples/rsa/search_inference.py	3	15	9
pyro/distributions/transforms/radial.py	examples/sparse_gamma_def.py	3	15	28
pyro/distributions/transforms/radial.py	profiler/profiling_utils.py	3	15	5
pyro/distributions/transforms/radial.py	pyro/contrib/autoname/named.py	3	15	5
pyro/distributions/transforms/radial.py	pyro/contrib/gp/kernels/brownian.py	3	15	12
pyro/distributions/transforms/radial.py	pyro/contrib/gp/kernels/coregionalize.py	3	15	9
pyro/distributions/transforms/radial.py	pyro/contrib/gp/kernels/dot_product.py	3	15	13
pyro/distributions/transforms/radial.py	pyro/contrib/gp/kernels/isotropic.py	3	15	14
pyro/distributions/transforms/radial.py	pyro/contrib/gp/kernels/kernel.py	3	15	22
pyro/distributions/transforms/radial.py	pyro/contrib/gp/kernels/periodic.py	3	15	12
pyro/distributions/transforms/radial.py	pyro/contrib/gp/kernels/static.py	3	15	13
pyro/distributions/transforms/radial.py	pyro/contrib/gp/likelihoods/binary.py	3	15	17
pyro/distributions/transforms/radial.py	pyro/contrib/gp/likelihoods/gaussian.py	3	15	18
pyro/distributions/transforms/radial.py	pyro/contrib/gp/likelihoods/likelihood.py	3	15	12
pyro/distributions/transforms/radial.py	pyro/contrib/gp/likelihoods/multi_class.py	3	15	15
pyro/distributions/transforms/radial.py	pyro/contrib/gp/likelihoods/poisson.py	3	15	11
pyro/distributions/transforms/radial.py	pyro/contrib/gp/models/gplvm.py	3	15	12
pyro/distributions/transforms/radial.py	pyro/contrib/gp/models/gpr.py	3	15	27
pyro/distributions/transforms/radial.py	pyro/contrib/gp/models/model.py	3	15	24
pyro/distributions/transforms/radial.py	pyro/contrib/gp/models/sgpr.py	3	15	32
pyro/distributions/transforms/radial.py	pyro/contrib/gp/models/vgp.py	3	15	21
pyro/distributions/transforms/radial.py	pyro/contrib/gp/models/vsgp.py	3	15	11
pyro/distributions/transforms/radial.py	pyro/contrib/gp/parameterized.py	3	15	8
pyro/distributions/transforms/radial.py	pyro/contrib/minipyro.py	3	15	17
pyro/distributions/transforms/radial.py	pyro/contrib/oed/eig.py	3	15	17
pyro/distributions/transforms/radial.py	pyro/contrib/tracking/assignment.py	3	15	9
pyro/distributions/transforms/radial.py	pyro/contrib/tracking/distributions.py	3	15	6
pyro/distributions/transforms/radial.py	pyro/contrib/tracking/hashing.py	3	15	8
pyro/distributions/transforms/radial.py	pyro/distributions/avf_mvn.py	3	15	6
pyro/distributions/transforms/radial.py	pyro/distributions/conjugate.py	3	15	13
pyro/distributions/transforms/radial.py	pyro/distributions/delta.py	3	15	44
pyro/distributions/transforms/radial.py	pyro/distributions/diag_normal_mixture.py	3	15	8
pyro/distributions/transforms/radial.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	15	9
pyro/distributions/transforms/radial.py	pyro/distributions/empirical.py	3	15	13
pyro/distributions/transforms/radial.py	pyro/distributions/gaussian_scale_mixture.py	3	15	9
pyro/distributions/transforms/radial.py	pyro/distributions/hmm.py	3	15	30
pyro/distributions/transforms/radial.py	pyro/distributions/inverse_gamma.py	3	15	6
pyro/distributions/transforms/radial.py	pyro/distributions/lkj.py	3	15	10
pyro/distributions/transforms/radial.py	pyro/distributions/mixture.py	3	15	8
pyro/distributions/transforms/radial.py	pyro/distributions/omt_mvn.py	3	15	18
pyro/distributions/transforms/radial.py	pyro/distributions/relaxed_straight_through.py	3	15	8
pyro/distributions/transforms/radial.py	pyro/distributions/spanning_tree.py	3	15	7
pyro/distributions/transforms/radial.py	pyro/distributions/testing/naive_dirichlet.py	3	15	7
pyro/distributions/transforms/radial.py	pyro/distributions/testing/rejection_exponential.py	3	15	9
pyro/distributions/transforms/radial.py	pyro/distributions/testing/rejection_gamma.py	3	15	19
pyro/distributions/transforms/radial.py	pyro/distributions/torch.py	3	15	40
pyro/distributions/transforms/radial.py	pyro/distributions/torch_distribution.py	3	15	39
pyro/distributions/transforms/radial.py	pyro/distributions/torch_transform.py	3	15	7
pyro/distributions/transforms/radial.py	pyro/distributions/__init__.py	3	15	114
pyro/distributions/transforms/spline_autoregressive.py	pyro/distributions/transforms/__init__.py	3	3	30
pyro/distributions/transforms/sylvester.py	pyro/distributions/transforms/cholesky.py	3	12	4
pyro/distributions/transforms/sylvester.py	pyro/distributions/transforms/lower_cholesky_affine.py	3	12	5
pyro/distributions/transforms/sylvester.py	examples/contrib/gp/sv-dkl.py	3	12	34
pyro/distributions/transforms/sylvester.py	examples/dmm/dmm.py	3	12	56
pyro/distributions/transforms/sylvester.py	examples/hmm.py	3	12	45
pyro/distributions/transforms/sylvester.py	examples/rsa/search_inference.py	3	12	9
pyro/distributions/transforms/sylvester.py	examples/sparse_gamma_def.py	3	12	28
pyro/distributions/transforms/sylvester.py	profiler/profiling_utils.py	3	12	5
pyro/distributions/transforms/sylvester.py	pyro/contrib/autoname/named.py	3	12	5
pyro/distributions/transforms/sylvester.py	pyro/contrib/gp/kernels/brownian.py	3	12	12
pyro/distributions/transforms/sylvester.py	pyro/contrib/gp/kernels/coregionalize.py	3	12	9
pyro/distributions/transforms/sylvester.py	pyro/contrib/gp/kernels/dot_product.py	3	12	13
pyro/distributions/transforms/sylvester.py	pyro/contrib/gp/kernels/isotropic.py	3	12	14
pyro/distributions/transforms/sylvester.py	pyro/contrib/gp/kernels/kernel.py	3	12	22
pyro/distributions/transforms/sylvester.py	pyro/contrib/gp/kernels/periodic.py	3	12	12
pyro/distributions/transforms/sylvester.py	pyro/contrib/gp/kernels/static.py	3	12	13
pyro/distributions/transforms/sylvester.py	pyro/contrib/gp/likelihoods/binary.py	3	12	17
pyro/distributions/transforms/sylvester.py	pyro/contrib/gp/likelihoods/gaussian.py	3	12	18
pyro/distributions/transforms/sylvester.py	pyro/contrib/gp/likelihoods/likelihood.py	3	12	12
pyro/distributions/transforms/sylvester.py	pyro/contrib/gp/likelihoods/multi_class.py	3	12	15
pyro/distributions/transforms/sylvester.py	pyro/contrib/gp/likelihoods/poisson.py	3	12	11
pyro/distributions/transforms/sylvester.py	pyro/contrib/gp/models/gplvm.py	3	12	12
pyro/distributions/transforms/sylvester.py	pyro/contrib/gp/models/gpr.py	3	12	27
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pyro/distributions/transforms/sylvester.py	pyro/contrib/gp/models/vgp.py	3	12	21
pyro/distributions/transforms/sylvester.py	pyro/contrib/gp/models/vsgp.py	3	12	11
pyro/distributions/transforms/sylvester.py	pyro/contrib/gp/parameterized.py	3	12	8
pyro/distributions/transforms/sylvester.py	pyro/contrib/minipyro.py	3	12	17
pyro/distributions/transforms/sylvester.py	pyro/contrib/oed/eig.py	3	12	17
pyro/distributions/transforms/sylvester.py	pyro/contrib/tracking/assignment.py	3	12	9
pyro/distributions/transforms/sylvester.py	pyro/contrib/tracking/distributions.py	3	12	6
pyro/distributions/transforms/sylvester.py	pyro/contrib/tracking/hashing.py	3	12	8
pyro/distributions/transforms/sylvester.py	pyro/distributions/avf_mvn.py	3	12	6
pyro/distributions/transforms/sylvester.py	pyro/distributions/conjugate.py	3	12	13
pyro/distributions/transforms/sylvester.py	pyro/distributions/delta.py	3	12	44
pyro/distributions/transforms/sylvester.py	pyro/distributions/diag_normal_mixture.py	3	12	8
pyro/distributions/transforms/sylvester.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	12	9
pyro/distributions/transforms/sylvester.py	pyro/distributions/empirical.py	3	12	13
pyro/distributions/transforms/sylvester.py	pyro/distributions/gaussian_scale_mixture.py	3	12	9
pyro/distributions/transforms/sylvester.py	pyro/distributions/hmm.py	3	12	30
pyro/distributions/transforms/sylvester.py	pyro/distributions/inverse_gamma.py	3	12	6
pyro/distributions/transforms/sylvester.py	pyro/distributions/lkj.py	3	12	10
pyro/distributions/transforms/sylvester.py	pyro/distributions/mixture.py	3	12	8
pyro/distributions/transforms/sylvester.py	pyro/distributions/omt_mvn.py	3	12	18
pyro/distributions/transforms/sylvester.py	pyro/distributions/relaxed_straight_through.py	3	12	8
pyro/distributions/transforms/sylvester.py	pyro/distributions/spanning_tree.py	3	12	7
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pyro/distributions/transforms/sylvester.py	pyro/distributions/testing/rejection_gamma.py	3	12	19
pyro/distributions/transforms/sylvester.py	pyro/distributions/torch.py	3	12	40
pyro/distributions/transforms/sylvester.py	pyro/distributions/torch_distribution.py	3	12	39
pyro/distributions/transforms/sylvester.py	pyro/distributions/torch_transform.py	3	12	7
pyro/distributions/transforms/sylvester.py	pyro/distributions/__init__.py	3	12	114
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pyro/distributions/unit.py	examples/rsa/search_inference.py	3	3	9
pyro/distributions/unit.py	examples/rsa/semantic_parsing.py	3	3	20
pyro/distributions/unit.py	pyro/contrib/gp/models/sgpr.py	3	3	32
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pyro/distributions/util.py	examples/sparse_gamma_def.py	3	62	28
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pyro/distributions/util.py	examples/vae/vae.py	3	62	29
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pyro/distributions/util.py	pyro/contrib/autoname/scoping.py	3	62	6
pyro/distributions/util.py	pyro/contrib/gp/kernels/brownian.py	3	62	12
pyro/distributions/util.py	pyro/contrib/gp/kernels/coregionalize.py	3	62	9
pyro/distributions/util.py	pyro/contrib/gp/kernels/dot_product.py	3	62	13
pyro/distributions/util.py	pyro/contrib/gp/kernels/static.py	3	62	13
pyro/distributions/util.py	pyro/contrib/gp/likelihoods/likelihood.py	3	62	12
pyro/distributions/util.py	pyro/contrib/gp/parameterized.py	3	62	8
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pyro/distributions/util.py	pyro/distributions/gaussian_scale_mixture.py	3	62	9
pyro/distributions/util.py	pyro/distributions/hmm.py	3	62	30
pyro/distributions/util.py	pyro/distributions/inverse_gamma.py	3	62	6
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pyro/distributions/util.py	pyro/distributions/transforms/affine_coupling.py	3	62	13
pyro/distributions/util.py	pyro/distributions/transforms/householder.py	3	62	11
pyro/distributions/util.py	pyro/distributions/transforms/permute.py	3	62	13
pyro/distributions/util.py	pyro/distributions/transforms/planar.py	3	62	16
pyro/distributions/util.py	pyro/distributions/transforms/polynomial.py	3	62	9
pyro/distributions/util.py	pyro/distributions/transforms/radial.py	3	62	15
pyro/distributions/util.py	pyro/distributions/transforms/sylvester.py	3	62	12
pyro/distributions/util.py	examples/air/main.py	3	62	37
pyro/distributions/util.py	examples/capture_recapture/cjs.py	3	62	9
pyro/distributions/util.py	examples/dmm/polyphonic_data_loader.py	3	62	16
pyro/distributions/util.py	examples/eight_schools/svi.py	3	62	22
pyro/distributions/util.py	examples/lda.py	3	62	25
pyro/distributions/util.py	examples/lkj.py	3	62	20
pyro/distributions/util.py	pyro/contrib/__init__.py	3	62	17
pyro/distributions/util.py	pyro/contrib/examples/util.py	3	62	9
pyro/distributions/util.py	pyro/contrib/gp/kernels/__init__.py	3	62	12
pyro/distributions/util.py	pyro/distributions/testing/fakes.py	3	62	7
pyro/distributions/util.py	pyro/distributions/torch_patch.py	3	62	27
pyro/distributions/von_mises_3d.py	examples/contrib/gp/sv-dkl.py	3	4	34
pyro/distributions/von_mises_3d.py	examples/hmm.py	3	4	45
pyro/distributions/von_mises_3d.py	examples/rsa/search_inference.py	3	4	9
pyro/distributions/von_mises_3d.py	examples/sparse_gamma_def.py	3	4	28
pyro/distributions/von_mises_3d.py	profiler/profiling_utils.py	3	4	5
pyro/distributions/von_mises_3d.py	pyro/contrib/autoname/named.py	3	4	5
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/kernels/brownian.py	3	4	12
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/kernels/coregionalize.py	3	4	9
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/kernels/dot_product.py	3	4	13
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/kernels/isotropic.py	3	4	14
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/kernels/kernel.py	3	4	22
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/kernels/periodic.py	3	4	12
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/kernels/static.py	3	4	13
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/likelihoods/binary.py	3	4	17
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/likelihoods/gaussian.py	3	4	18
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/likelihoods/likelihood.py	3	4	12
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/likelihoods/multi_class.py	3	4	15
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/likelihoods/poisson.py	3	4	11
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/models/gplvm.py	3	4	12
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/models/gpr.py	3	4	27
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/models/model.py	3	4	24
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/models/sgpr.py	3	4	32
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/models/vgp.py	3	4	21
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/models/vsgp.py	3	4	11
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/parameterized.py	3	4	8
pyro/distributions/von_mises_3d.py	pyro/contrib/minipyro.py	3	4	17
pyro/distributions/von_mises_3d.py	pyro/contrib/oed/eig.py	3	4	17
pyro/distributions/von_mises_3d.py	pyro/contrib/tracking/assignment.py	3	4	9
pyro/distributions/von_mises_3d.py	pyro/contrib/tracking/distributions.py	3	4	6
pyro/distributions/von_mises_3d.py	pyro/contrib/tracking/hashing.py	3	4	8
pyro/distributions/von_mises_3d.py	pyro/distributions/avf_mvn.py	3	4	6
pyro/distributions/von_mises_3d.py	pyro/distributions/conjugate.py	3	4	13
pyro/distributions/von_mises_3d.py	pyro/distributions/diag_normal_mixture.py	3	4	8
pyro/distributions/von_mises_3d.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	4	9
pyro/distributions/von_mises_3d.py	pyro/distributions/empirical.py	3	4	13
pyro/distributions/von_mises_3d.py	pyro/distributions/gaussian_scale_mixture.py	3	4	9
pyro/distributions/von_mises_3d.py	pyro/distributions/hmm.py	3	4	30
pyro/distributions/von_mises_3d.py	pyro/distributions/inverse_gamma.py	3	4	6
pyro/distributions/von_mises_3d.py	pyro/distributions/lkj.py	3	4	10
pyro/distributions/von_mises_3d.py	pyro/distributions/mixture.py	3	4	8
pyro/distributions/von_mises_3d.py	pyro/distributions/omt_mvn.py	3	4	18
pyro/distributions/von_mises_3d.py	pyro/distributions/relaxed_straight_through.py	3	4	8
pyro/distributions/von_mises_3d.py	pyro/distributions/spanning_tree.py	3	4	7
pyro/distributions/von_mises_3d.py	pyro/distributions/testing/naive_dirichlet.py	3	4	7
pyro/distributions/von_mises_3d.py	pyro/distributions/testing/rejection_exponential.py	3	4	9
pyro/distributions/von_mises_3d.py	pyro/distributions/testing/rejection_gamma.py	3	4	19
pyro/distributions/von_mises_3d.py	pyro/distributions/torch_distribution.py	3	4	39
pyro/distributions/von_mises_3d.py	pyro/distributions/torch_transform.py	3	4	7
pyro/distributions/von_mises_3d.py	pyro/distributions/transforms/affine_coupling.py	3	4	13
pyro/distributions/von_mises_3d.py	pyro/distributions/transforms/block_autoregressive.py	3	4	12
pyro/distributions/von_mises_3d.py	pyro/distributions/transforms/householder.py	3	4	11
pyro/distributions/von_mises_3d.py	pyro/distributions/transforms/permute.py	3	4	13
pyro/distributions/von_mises_3d.py	pyro/distributions/transforms/planar.py	3	4	16
pyro/distributions/von_mises_3d.py	pyro/distributions/transforms/polynomial.py	3	4	9
pyro/distributions/von_mises_3d.py	pyro/distributions/transforms/radial.py	3	4	15
pyro/distributions/von_mises_3d.py	pyro/distributions/transforms/sylvester.py	3	4	12
pyro/distributions/von_mises_3d.py	pyro/distributions/util.py	3	4	62
pyro/distributions/von_mises_3d.py	pyro/distributions/__init__.py	3	4	114
pyro/distributions/zero_inflated.py	pyro/distributions/diag_normal_mixture.py	3	8	8
pyro/distributions/zero_inflated.py	pyro/distributions/gaussian_scale_mixture.py	3	8	9
pyro/distributions/zero_inflated.py	pyro/distributions/inverse_gamma.py	3	8	6
pyro/distributions/zero_inflated.py	pyro/distributions/relaxed_straight_through.py	3	8	8
pyro/distributions/zero_inflated.py	pyro/distributions/transforms/affine_coupling.py	3	8	13
pyro/infer/__init__.py	examples/hmm.py	3	44	45
pyro/infer/__init__.py	pyro/contrib/gp/likelihoods/likelihood.py	3	44	12
pyro/infer/__init__.py	pyro/contrib/gp/models/gpr.py	3	44	27
pyro/infer/__init__.py	pyro/contrib/gp/models/model.py	3	44	24
pyro/infer/__init__.py	pyro/contrib/gp/models/sgpr.py	3	44	32
pyro/infer/__init__.py	pyro/contrib/gp/models/vgp.py	3	44	21
pyro/infer/__init__.py	pyro/contrib/gp/util.py	3	44	19
pyro/infer/__init__.py	pyro/distributions/empirical.py	3	44	13
pyro/infer/__init__.py	pyro/distributions/torch.py	3	44	40
pyro/infer/__init__.py	pyro/generic.py	3	44	7
pyro/infer/abstract_infer.py	examples/rsa/semantic_parsing.py	3	64	20
pyro/infer/abstract_infer.py	examples/vae/utils/custom_mlp.py	3	64	6
pyro/infer/abstract_infer.py	examples/vae/utils/mnist_cached.py	3	64	9
pyro/infer/abstract_infer.py	profiler/profiling_utils.py	3	64	5
pyro/infer/abstract_infer.py	pyro/contrib/autoname/named.py	3	64	5
pyro/infer/abstract_infer.py	pyro/contrib/gp/kernels/brownian.py	3	64	12
pyro/infer/abstract_infer.py	pyro/contrib/gp/kernels/coregionalize.py	3	64	9
pyro/infer/abstract_infer.py	pyro/contrib/gp/kernels/isotropic.py	3	64	14
pyro/infer/abstract_infer.py	pyro/contrib/gp/kernels/static.py	3	64	13
pyro/infer/abstract_infer.py	pyro/contrib/gp/likelihoods/binary.py	3	64	17
pyro/infer/abstract_infer.py	pyro/contrib/gp/likelihoods/gaussian.py	3	64	18
pyro/infer/abstract_infer.py	pyro/contrib/gp/likelihoods/multi_class.py	3	64	15
pyro/infer/abstract_infer.py	pyro/contrib/gp/likelihoods/poisson.py	3	64	11
pyro/infer/abstract_infer.py	pyro/contrib/gp/models/gplvm.py	3	64	12
pyro/infer/abstract_infer.py	pyro/contrib/gp/models/gpr.py	3	64	27
pyro/infer/abstract_infer.py	pyro/contrib/gp/models/vgp.py	3	64	21
pyro/infer/abstract_infer.py	pyro/contrib/gp/models/vsgp.py	3	64	11
pyro/infer/abstract_infer.py	pyro/contrib/gp/parameterized.py	3	64	8
pyro/infer/abstract_infer.py	pyro/contrib/oed/search.py	3	64	4
pyro/infer/abstract_infer.py	pyro/contrib/tracking/extended_kalman_filter.py	3	64	8
pyro/infer/abstract_infer.py	pyro/contrib/tracking/hashing.py	3	64	8
pyro/infer/abstract_infer.py	pyro/distributions/hmm.py	3	64	30
pyro/infer/abstract_infer.py	pyro/distributions/inverse_gamma.py	3	64	6
pyro/infer/abstract_infer.py	pyro/distributions/mixture.py	3	64	8
pyro/infer/abstract_infer.py	pyro/distributions/torch.py	3	64	40
pyro/infer/abstract_infer.py	pyro/distributions/torch_transform.py	3	64	7
pyro/infer/abstract_infer.py	pyro/distributions/transforms/affine_coupling.py	3	64	13
pyro/infer/abstract_infer.py	pyro/distributions/transforms/block_autoregressive.py	3	64	12
pyro/infer/abstract_infer.py	pyro/distributions/transforms/householder.py	3	64	11
pyro/infer/abstract_infer.py	pyro/distributions/transforms/permute.py	3	64	13
pyro/infer/abstract_infer.py	pyro/distributions/transforms/planar.py	3	64	16
pyro/infer/abstract_infer.py	pyro/distributions/transforms/polynomial.py	3	64	9
pyro/infer/abstract_infer.py	pyro/distributions/transforms/radial.py	3	64	15
pyro/infer/abstract_infer.py	pyro/distributions/transforms/sylvester.py	3	64	12
pyro/infer/abstract_infer.py	pyro/distributions/von_mises_3d.py	3	64	4
pyro/infer/abstract_infer.py	examples/contrib/autoname/mixture.py	3	64	22
pyro/infer/abstract_infer.py	examples/contrib/autoname/scoping_mixture.py	3	64	22
pyro/infer/abstract_infer.py	examples/contrib/autoname/tree_data.py	3	64	21
pyro/infer/abstract_infer.py	examples/eight_schools/svi.py	3	64	22
pyro/infer/abstract_infer.py	examples/lda.py	3	64	25
pyro/infer/abstract_infer.py	examples/minipyro.py	3	64	26
pyro/infer/abstract_infer.py	examples/mixed_hmm/seal_data.py	3	64	5
pyro/infer/abstract_infer.py	examples/rsa/schelling.py	3	64	19
pyro/infer/abstract_infer.py	examples/rsa/schelling_false.py	3	64	19
pyro/infer/abstract_infer.py	pyro/contrib/__init__.py	3	64	17
pyro/infer/abstract_infer.py	pyro/contrib/easyguide/easyguide.py	3	64	9
pyro/infer/abstract_infer.py	pyro/contrib/gp/kernels/__init__.py	3	64	12
pyro/infer/abstract_infer.py	pyro/contrib/gp/models/__init__.py	3	64	11
pyro/infer/abstract_infer.py	pyro/contrib/gp/util.py	3	64	19
pyro/infer/abstract_infer.py	pyro/distributions/testing/fakes.py	3	64	7
pyro/infer/abstract_infer.py	pyro/distributions/torch_patch.py	3	64	27
pyro/infer/autoguide/guides.py	pyro/distributions/torch.py	3	18	40
pyro/infer/autoguide/guides.py	pyro/contrib/__init__.py	3	18	17
pyro/infer/autoguide/guides.py	pyro/contrib/easyguide/easyguide.py	3	18	9
pyro/infer/autoguide/guides.py	pyro/distributions/__init__.py	3	18	114
pyro/infer/autoguide/guides.py	pyro/distributions/transforms/affine_autoregressive.py	3	18	11
pyro/infer/autoguide/guides.py	examples/dmm/dmm.py	3	18	56
pyro/infer/autoguide/guides.py	examples/sparse_regression.py	3	18	18
pyro/infer/autoguide/guides.py	pyro/distributions/transforms/permute.py	3	18	13
pyro/infer/autoguide/initialization.py	examples/hmm.py	3	7	45
pyro/infer/autoguide/initialization.py	examples/sparse_gamma_def.py	3	7	28
pyro/infer/autoguide/initialization.py	pyro/contrib/gp/parameterized.py	3	7	8
pyro/infer/autoguide/initialization.py	pyro/contrib/oed/eig.py	3	7	17
pyro/infer/autoguide/initialization.py	examples/sparse_regression.py	3	7	18
pyro/infer/autoguide/initialization.py	pyro/infer/autoguide/guides.py	3	7	18
pyro/infer/csis.py	examples/contrib/gp/sv-dkl.py	3	5	34
pyro/infer/csis.py	examples/hmm.py	3	5	45
pyro/infer/csis.py	examples/rsa/search_inference.py	3	5	9
pyro/infer/csis.py	examples/sparse_gamma_def.py	3	5	28
pyro/infer/csis.py	profiler/profiling_utils.py	3	5	5
pyro/infer/csis.py	pyro/contrib/autoname/named.py	3	5	5
pyro/infer/csis.py	pyro/contrib/gp/kernels/brownian.py	3	5	12
pyro/infer/csis.py	pyro/contrib/gp/kernels/coregionalize.py	3	5	9
pyro/infer/csis.py	pyro/contrib/gp/kernels/dot_product.py	3	5	13
pyro/infer/csis.py	pyro/contrib/gp/kernels/isotropic.py	3	5	14
pyro/infer/csis.py	pyro/contrib/gp/kernels/kernel.py	3	5	22
pyro/infer/csis.py	pyro/contrib/gp/kernels/periodic.py	3	5	12
pyro/infer/csis.py	pyro/contrib/gp/kernels/static.py	3	5	13
pyro/infer/csis.py	pyro/contrib/gp/likelihoods/binary.py	3	5	17
pyro/infer/csis.py	pyro/contrib/gp/likelihoods/gaussian.py	3	5	18
pyro/infer/csis.py	pyro/contrib/gp/likelihoods/likelihood.py	3	5	12
pyro/infer/csis.py	pyro/contrib/gp/likelihoods/multi_class.py	3	5	15
pyro/infer/csis.py	pyro/contrib/gp/likelihoods/poisson.py	3	5	11
pyro/infer/csis.py	pyro/contrib/gp/models/gplvm.py	3	5	12
pyro/infer/csis.py	pyro/contrib/gp/models/gpr.py	3	5	27
pyro/infer/csis.py	pyro/contrib/gp/models/model.py	3	5	24
pyro/infer/csis.py	pyro/contrib/gp/models/sgpr.py	3	5	32
pyro/infer/csis.py	pyro/contrib/gp/models/vgp.py	3	5	21
pyro/infer/csis.py	pyro/contrib/gp/models/vsgp.py	3	5	11
pyro/infer/csis.py	pyro/contrib/gp/parameterized.py	3	5	8
pyro/infer/csis.py	pyro/contrib/minipyro.py	3	5	17
pyro/infer/csis.py	pyro/contrib/oed/eig.py	3	5	17
pyro/infer/csis.py	pyro/contrib/tracking/assignment.py	3	5	9
pyro/infer/csis.py	pyro/contrib/tracking/distributions.py	3	5	6
pyro/infer/csis.py	pyro/contrib/tracking/hashing.py	3	5	8
pyro/infer/csis.py	pyro/distributions/avf_mvn.py	3	5	6
pyro/infer/csis.py	pyro/distributions/conjugate.py	3	5	13
pyro/infer/csis.py	pyro/distributions/delta.py	3	5	44
pyro/infer/csis.py	pyro/distributions/diag_normal_mixture.py	3	5	8
pyro/infer/csis.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	5	9
pyro/infer/csis.py	pyro/distributions/empirical.py	3	5	13
pyro/infer/csis.py	pyro/distributions/gaussian_scale_mixture.py	3	5	9
pyro/infer/csis.py	pyro/distributions/hmm.py	3	5	30
pyro/infer/csis.py	pyro/distributions/inverse_gamma.py	3	5	6
pyro/infer/csis.py	pyro/distributions/lkj.py	3	5	10
pyro/infer/csis.py	pyro/distributions/mixture.py	3	5	8
pyro/infer/csis.py	pyro/distributions/omt_mvn.py	3	5	18
pyro/infer/csis.py	pyro/distributions/relaxed_straight_through.py	3	5	8
pyro/infer/csis.py	pyro/distributions/spanning_tree.py	3	5	7
pyro/infer/csis.py	pyro/distributions/testing/naive_dirichlet.py	3	5	7
pyro/infer/csis.py	pyro/distributions/testing/rejection_exponential.py	3	5	9
pyro/infer/csis.py	pyro/distributions/testing/rejection_gamma.py	3	5	19
pyro/infer/csis.py	pyro/distributions/torch.py	3	5	40
pyro/infer/csis.py	pyro/distributions/torch_distribution.py	3	5	39
pyro/infer/csis.py	pyro/distributions/torch_transform.py	3	5	7
pyro/infer/csis.py	pyro/distributions/transforms/affine_coupling.py	3	5	13
pyro/infer/csis.py	pyro/distributions/transforms/block_autoregressive.py	3	5	12
pyro/infer/csis.py	pyro/distributions/transforms/householder.py	3	5	11
pyro/infer/csis.py	pyro/distributions/transforms/permute.py	3	5	13
pyro/infer/csis.py	pyro/distributions/transforms/planar.py	3	5	16
pyro/infer/csis.py	pyro/distributions/transforms/polynomial.py	3	5	9
pyro/infer/csis.py	pyro/distributions/transforms/radial.py	3	5	15
pyro/infer/csis.py	pyro/distributions/transforms/sylvester.py	3	5	12
pyro/infer/csis.py	pyro/distributions/util.py	3	5	62
pyro/infer/csis.py	pyro/distributions/von_mises_3d.py	3	5	4
pyro/infer/csis.py	pyro/infer/abstract_infer.py	3	5	64
pyro/infer/csis.py	pyro/infer/__init__.py	3	5	44
pyro/infer/discrete.py	examples/contrib/gp/sv-dkl.py	3	11	34
pyro/infer/discrete.py	examples/hmm.py	3	11	45
pyro/infer/discrete.py	examples/rsa/search_inference.py	3	11	9
pyro/infer/discrete.py	examples/sparse_gamma_def.py	3	11	28
pyro/infer/discrete.py	profiler/profiling_utils.py	3	11	5
pyro/infer/discrete.py	pyro/contrib/autoname/named.py	3	11	5
pyro/infer/discrete.py	pyro/contrib/gp/kernels/brownian.py	3	11	12
pyro/infer/discrete.py	pyro/contrib/gp/kernels/coregionalize.py	3	11	9
pyro/infer/discrete.py	pyro/contrib/gp/kernels/dot_product.py	3	11	13
pyro/infer/discrete.py	pyro/contrib/gp/kernels/isotropic.py	3	11	14
pyro/infer/discrete.py	pyro/contrib/gp/kernels/kernel.py	3	11	22
pyro/infer/discrete.py	pyro/contrib/gp/kernels/periodic.py	3	11	12
pyro/infer/discrete.py	pyro/contrib/gp/kernels/static.py	3	11	13
pyro/infer/discrete.py	pyro/contrib/gp/likelihoods/binary.py	3	11	17
pyro/infer/discrete.py	pyro/contrib/gp/likelihoods/gaussian.py	3	11	18
pyro/infer/discrete.py	pyro/contrib/gp/likelihoods/likelihood.py	3	11	12
pyro/infer/discrete.py	pyro/contrib/gp/likelihoods/multi_class.py	3	11	15
pyro/infer/discrete.py	pyro/contrib/gp/likelihoods/poisson.py	3	11	11
pyro/infer/discrete.py	pyro/contrib/gp/models/gplvm.py	3	11	12
pyro/infer/discrete.py	pyro/contrib/gp/models/gpr.py	3	11	27
pyro/infer/discrete.py	pyro/contrib/gp/models/model.py	3	11	24
pyro/infer/discrete.py	pyro/contrib/gp/models/sgpr.py	3	11	32
pyro/infer/discrete.py	pyro/contrib/gp/models/vgp.py	3	11	21
pyro/infer/discrete.py	pyro/contrib/gp/models/vsgp.py	3	11	11
pyro/infer/discrete.py	pyro/contrib/gp/parameterized.py	3	11	8
pyro/infer/discrete.py	pyro/contrib/minipyro.py	3	11	17
pyro/infer/discrete.py	pyro/contrib/oed/eig.py	3	11	17
pyro/infer/discrete.py	pyro/contrib/tracking/assignment.py	3	11	9
pyro/infer/discrete.py	pyro/contrib/tracking/distributions.py	3	11	6
pyro/infer/discrete.py	pyro/contrib/tracking/hashing.py	3	11	8
pyro/infer/discrete.py	pyro/distributions/avf_mvn.py	3	11	6
pyro/infer/discrete.py	pyro/distributions/conjugate.py	3	11	13
pyro/infer/discrete.py	pyro/distributions/delta.py	3	11	44
pyro/infer/discrete.py	pyro/distributions/diag_normal_mixture.py	3	11	8
pyro/infer/discrete.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	11	9
pyro/infer/discrete.py	pyro/distributions/empirical.py	3	11	13
pyro/infer/discrete.py	pyro/distributions/gaussian_scale_mixture.py	3	11	9
pyro/infer/discrete.py	pyro/distributions/hmm.py	3	11	30
pyro/infer/discrete.py	pyro/distributions/inverse_gamma.py	3	11	6
pyro/infer/discrete.py	pyro/distributions/lkj.py	3	11	10
pyro/infer/discrete.py	pyro/distributions/mixture.py	3	11	8
pyro/infer/discrete.py	pyro/distributions/omt_mvn.py	3	11	18
pyro/infer/discrete.py	pyro/distributions/relaxed_straight_through.py	3	11	8
pyro/infer/discrete.py	pyro/distributions/spanning_tree.py	3	11	7
pyro/infer/discrete.py	pyro/distributions/testing/naive_dirichlet.py	3	11	7
pyro/infer/discrete.py	pyro/distributions/testing/rejection_exponential.py	3	11	9
pyro/infer/discrete.py	pyro/distributions/testing/rejection_gamma.py	3	11	19
pyro/infer/discrete.py	pyro/distributions/torch.py	3	11	40
pyro/infer/discrete.py	pyro/distributions/torch_distribution.py	3	11	39
pyro/infer/discrete.py	pyro/distributions/torch_transform.py	3	11	7
pyro/infer/discrete.py	pyro/distributions/transforms/affine_coupling.py	3	11	13
pyro/infer/discrete.py	pyro/distributions/transforms/block_autoregressive.py	3	11	12
pyro/infer/discrete.py	pyro/distributions/transforms/householder.py	3	11	11
pyro/infer/discrete.py	pyro/distributions/transforms/permute.py	3	11	13
pyro/infer/discrete.py	pyro/distributions/transforms/planar.py	3	11	16
pyro/infer/discrete.py	pyro/distributions/transforms/polynomial.py	3	11	9
pyro/infer/discrete.py	pyro/distributions/transforms/radial.py	3	11	15
pyro/infer/discrete.py	pyro/distributions/transforms/sylvester.py	3	11	12
pyro/infer/discrete.py	pyro/distributions/von_mises_3d.py	3	11	4
pyro/infer/discrete.py	pyro/infer/abstract_infer.py	3	11	64
pyro/infer/discrete.py	pyro/infer/csis.py	3	11	5
pyro/infer/discrete.py	examples/contrib/autoname/scoping_mixture.py	3	11	22
pyro/infer/discrete.py	pyro/distributions/torch_patch.py	3	11	27
pyro/infer/discrete.py	pyro/infer/__init__.py	3	11	44
pyro/infer/elbo.py	examples/air/main.py	3	27	37
pyro/infer/elbo.py	examples/contrib/autoname/mixture.py	3	27	22
pyro/infer/elbo.py	examples/contrib/autoname/tree_data.py	3	27	21
pyro/infer/elbo.py	examples/contrib/gp/sv-dkl.py	3	27	34
pyro/infer/elbo.py	examples/dmm/dmm.py	3	27	56
pyro/infer/elbo.py	examples/eight_schools/svi.py	3	27	22
pyro/infer/elbo.py	examples/lkj.py	3	27	20
pyro/infer/elbo.py	examples/minipyro.py	3	27	26
pyro/infer/elbo.py	examples/mixed_hmm/seal_data.py	3	27	5
pyro/infer/elbo.py	examples/rsa/schelling.py	3	27	19
pyro/infer/elbo.py	examples/rsa/schelling_false.py	3	27	19
pyro/infer/elbo.py	examples/rsa/search_inference.py	3	27	9
pyro/infer/elbo.py	examples/vae/ss_vae_M2.py	3	27	34
pyro/infer/elbo.py	examples/vae/vae.py	3	27	29
pyro/infer/elbo.py	pyro/contrib/easyguide/easyguide.py	3	27	9
pyro/infer/elbo.py	pyro/contrib/examples/util.py	3	27	9
pyro/infer/elbo.py	pyro/contrib/gp/models/gplvm.py	3	27	12
pyro/infer/elbo.py	pyro/contrib/gp/models/gpr.py	3	27	27
pyro/infer/elbo.py	pyro/contrib/gp/models/model.py	3	27	24
pyro/infer/elbo.py	pyro/contrib/gp/models/sgpr.py	3	27	32
pyro/infer/elbo.py	pyro/contrib/gp/models/vgp.py	3	27	21
pyro/infer/elbo.py	pyro/contrib/gp/models/vsgp.py	3	27	11
pyro/infer/elbo.py	pyro/contrib/gp/util.py	3	27	19
pyro/infer/elbo.py	pyro/contrib/oed/eig.py	3	27	17
pyro/infer/elbo.py	pyro/distributions/diag_normal_mixture.py	3	27	8
pyro/infer/elbo.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	27	9
pyro/infer/elbo.py	pyro/distributions/gaussian_scale_mixture.py	3	27	9
pyro/infer/elbo.py	pyro/distributions/mixture.py	3	27	8
pyro/infer/elbo.py	pyro/distributions/omt_mvn.py	3	27	18
pyro/infer/elbo.py	pyro/distributions/relaxed_straight_through.py	3	27	8
pyro/infer/elbo.py	pyro/distributions/testing/rejection_gamma.py	3	27	19
pyro/infer/elbo.py	pyro/distributions/torch.py	3	27	40
pyro/infer/elbo.py	pyro/distributions/torch_distribution.py	3	27	39
pyro/infer/elbo.py	pyro/distributions/torch_patch.py	3	27	27
pyro/infer/elbo.py	pyro/infer/discrete.py	3	27	11
pyro/infer/enum.py	examples/air/main.py	3	32	37
pyro/infer/enum.py	examples/eight_schools/mcmc.py	3	32	29
pyro/infer/enum.py	examples/lda.py	3	32	25
pyro/infer/enum.py	examples/mixed_hmm/seal_data.py	3	32	5
pyro/infer/enum.py	examples/rsa/search_inference.py	3	32	9
pyro/infer/enum.py	examples/sparse_gamma_def.py	3	32	28
pyro/infer/enum.py	examples/vae/vae_comparison.py	3	32	29
pyro/infer/enum.py	pyro/contrib/easyguide/easyguide.py	3	32	9
pyro/infer/enum.py	pyro/contrib/examples/util.py	3	32	9
pyro/infer/enum.py	pyro/contrib/gp/models/gplvm.py	3	32	12
pyro/infer/enum.py	pyro/contrib/gp/models/gpr.py	3	32	27
pyro/infer/enum.py	pyro/contrib/gp/models/sgpr.py	3	32	32
pyro/infer/enum.py	pyro/contrib/gp/models/vgp.py	3	32	21
pyro/infer/enum.py	pyro/contrib/gp/models/vsgp.py	3	32	11
pyro/infer/enum.py	pyro/contrib/oed/eig.py	3	32	17
pyro/infer/enum.py	pyro/distributions/diag_normal_mixture.py	3	32	8
pyro/infer/enum.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	32	9
pyro/infer/enum.py	pyro/distributions/mixture.py	3	32	8
pyro/infer/enum.py	pyro/distributions/omt_mvn.py	3	32	18
pyro/infer/enum.py	pyro/distributions/relaxed_straight_through.py	3	32	8
pyro/infer/enum.py	pyro/distributions/testing/rejection_gamma.py	3	32	19
pyro/infer/enum.py	pyro/distributions/torch.py	3	32	40
pyro/infer/importance.py	examples/air/air.py	3	33	36
pyro/infer/importance.py	examples/contrib/gp/sv-dkl.py	3	33	34
pyro/infer/importance.py	examples/dmm/dmm.py	3	33	56
pyro/infer/importance.py	examples/hmm.py	3	33	45
pyro/infer/importance.py	examples/rsa/search_inference.py	3	33	9
pyro/infer/importance.py	examples/sparse_gamma_def.py	3	33	28
pyro/infer/importance.py	examples/vae/ss_vae_M2.py	3	33	34
pyro/infer/importance.py	profiler/profiling_utils.py	3	33	5
pyro/infer/importance.py	pyro/contrib/autoname/named.py	3	33	5
pyro/infer/importance.py	pyro/contrib/gp/kernels/brownian.py	3	33	12
pyro/infer/importance.py	pyro/contrib/gp/kernels/coregionalize.py	3	33	9
pyro/infer/importance.py	pyro/contrib/gp/kernels/dot_product.py	3	33	13
pyro/infer/importance.py	pyro/contrib/gp/kernels/isotropic.py	3	33	14
pyro/infer/importance.py	pyro/contrib/gp/kernels/kernel.py	3	33	22
pyro/infer/importance.py	pyro/contrib/gp/kernels/periodic.py	3	33	12
pyro/infer/importance.py	pyro/contrib/gp/kernels/static.py	3	33	13
pyro/infer/importance.py	pyro/contrib/gp/likelihoods/binary.py	3	33	17
pyro/infer/importance.py	pyro/contrib/gp/likelihoods/gaussian.py	3	33	18
pyro/infer/importance.py	pyro/contrib/gp/likelihoods/likelihood.py	3	33	12
pyro/infer/importance.py	pyro/contrib/gp/likelihoods/multi_class.py	3	33	15
pyro/infer/importance.py	pyro/contrib/gp/likelihoods/poisson.py	3	33	11
pyro/infer/importance.py	pyro/contrib/gp/models/gplvm.py	3	33	12
pyro/infer/importance.py	pyro/contrib/gp/models/gpr.py	3	33	27
pyro/infer/importance.py	pyro/contrib/gp/models/model.py	3	33	24
pyro/infer/importance.py	pyro/contrib/gp/models/sgpr.py	3	33	32
pyro/infer/importance.py	pyro/contrib/gp/models/vgp.py	3	33	21
pyro/infer/importance.py	pyro/contrib/gp/models/vsgp.py	3	33	11
pyro/infer/importance.py	pyro/contrib/gp/parameterized.py	3	33	8
pyro/infer/importance.py	pyro/contrib/minipyro.py	3	33	17
pyro/infer/importance.py	pyro/contrib/oed/eig.py	3	33	17
pyro/infer/importance.py	pyro/contrib/tracking/assignment.py	3	33	9
pyro/infer/importance.py	pyro/contrib/tracking/distributions.py	3	33	6
pyro/infer/importance.py	pyro/contrib/tracking/hashing.py	3	33	8
pyro/infer/importance.py	pyro/distributions/avf_mvn.py	3	33	6
pyro/infer/importance.py	pyro/distributions/conjugate.py	3	33	13
pyro/infer/importance.py	pyro/distributions/diag_normal_mixture.py	3	33	8
pyro/infer/importance.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	33	9
pyro/infer/importance.py	pyro/distributions/empirical.py	3	33	13
pyro/infer/importance.py	pyro/distributions/hmm.py	3	33	30
pyro/infer/importance.py	pyro/distributions/inverse_gamma.py	3	33	6
pyro/infer/importance.py	pyro/distributions/lkj.py	3	33	10
pyro/infer/importance.py	pyro/distributions/mixture.py	3	33	8
pyro/infer/importance.py	pyro/distributions/omt_mvn.py	3	33	18
pyro/infer/importance.py	pyro/distributions/relaxed_straight_through.py	3	33	8
pyro/infer/importance.py	pyro/distributions/spanning_tree.py	3	33	7
pyro/infer/importance.py	pyro/distributions/testing/naive_dirichlet.py	3	33	7
pyro/infer/importance.py	pyro/distributions/testing/rejection_exponential.py	3	33	9
pyro/infer/importance.py	pyro/distributions/torch.py	3	33	40
pyro/infer/importance.py	pyro/distributions/torch_transform.py	3	33	7
pyro/infer/importance.py	pyro/distributions/transforms/affine_coupling.py	3	33	13
pyro/infer/importance.py	pyro/distributions/transforms/block_autoregressive.py	3	33	12
pyro/infer/importance.py	pyro/distributions/transforms/householder.py	3	33	11
pyro/infer/importance.py	pyro/distributions/transforms/permute.py	3	33	13
pyro/infer/importance.py	pyro/distributions/transforms/planar.py	3	33	16
pyro/infer/importance.py	pyro/distributions/transforms/polynomial.py	3	33	9
pyro/infer/importance.py	pyro/distributions/transforms/radial.py	3	33	15
pyro/infer/importance.py	pyro/distributions/transforms/sylvester.py	3	33	12
pyro/infer/importance.py	pyro/distributions/von_mises_3d.py	3	33	4
pyro/infer/importance.py	pyro/infer/csis.py	3	33	5
pyro/infer/importance.py	examples/air/main.py	3	33	37
pyro/infer/importance.py	profiler/distributions.py	3	33	11
pyro/infer/importance.py	pyro/distributions/rejector.py	3	33	10
pyro/infer/importance.py	pyro/distributions/score_parts.py	3	33	7
pyro/infer/mcmc/adaptation.py	pyro/infer/mcmc/__init__.py	3	11	7
pyro/infer/mcmc/adaptation.py	examples/air/air.py	3	11	36
pyro/infer/mcmc/adaptation.py	examples/hmm.py	3	11	45
pyro/infer/mcmc/adaptation.py	examples/vae/ss_vae_M2.py	3	11	34
pyro/infer/mcmc/adaptation.py	examples/vae/vae.py	3	11	29
pyro/infer/mcmc/adaptation.py	pyro/contrib/minipyro.py	3	11	17
pyro/infer/mcmc/adaptation.py	pyro/contrib/tracking/assignment.py	3	11	9
pyro/infer/mcmc/adaptation.py	pyro/contrib/tracking/distributions.py	3	11	6
pyro/infer/mcmc/adaptation.py	pyro/contrib/tracking/dynamic_models.py	3	11	7
pyro/infer/mcmc/adaptation.py	pyro/contrib/tracking/extended_kalman_filter.py	3	11	8
pyro/infer/mcmc/adaptation.py	pyro/contrib/tracking/measurements.py	3	11	5
pyro/infer/mcmc/adaptation.py	pyro/distributions/avf_mvn.py	3	11	6
pyro/infer/mcmc/adaptation.py	pyro/distributions/conjugate.py	3	11	13
pyro/infer/mcmc/adaptation.py	pyro/distributions/delta.py	3	11	44
pyro/infer/mcmc/adaptation.py	pyro/distributions/diag_normal_mixture.py	3	11	8
pyro/infer/mcmc/adaptation.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	11	9
pyro/infer/mcmc/adaptation.py	pyro/distributions/lkj.py	3	11	10
pyro/infer/mcmc/adaptation.py	pyro/distributions/omt_mvn.py	3	11	18
pyro/infer/mcmc/adaptation.py	pyro/distributions/relaxed_straight_through.py	3	11	8
pyro/infer/mcmc/adaptation.py	pyro/distributions/spanning_tree.py	3	11	7
pyro/infer/mcmc/adaptation.py	pyro/distributions/testing/rejection_gamma.py	3	11	19
pyro/infer/mcmc/adaptation.py	pyro/distributions/util.py	3	11	62
pyro/infer/mcmc/adaptation.py	pyro/infer/abstract_infer.py	3	11	64
pyro/infer/mcmc/api.py	examples/contrib/gp/sv-dkl.py	3	24	34
pyro/infer/mcmc/api.py	examples/hmm.py	3	24	45
pyro/infer/mcmc/api.py	examples/sparse_gamma_def.py	3	24	28
pyro/infer/mcmc/api.py	examples/vae/vae_comparison.py	3	24	29
pyro/infer/mcmc/api.py	profiler/profiling_utils.py	3	24	5
pyro/infer/mcmc/api.py	pyro/contrib/autoname/named.py	3	24	5
pyro/infer/mcmc/api.py	pyro/contrib/conjugate/infer.py	3	24	4
pyro/infer/mcmc/api.py	pyro/contrib/gp/kernels/brownian.py	3	24	12
pyro/infer/mcmc/api.py	pyro/contrib/gp/kernels/coregionalize.py	3	24	9
pyro/infer/mcmc/api.py	pyro/contrib/gp/kernels/dot_product.py	3	24	13
pyro/infer/mcmc/api.py	pyro/contrib/gp/kernels/isotropic.py	3	24	14
pyro/infer/mcmc/api.py	pyro/contrib/gp/kernels/kernel.py	3	24	22
pyro/infer/mcmc/api.py	pyro/contrib/gp/kernels/periodic.py	3	24	12
pyro/infer/mcmc/api.py	pyro/contrib/gp/kernels/static.py	3	24	13
pyro/infer/mcmc/api.py	pyro/contrib/gp/likelihoods/binary.py	3	24	17
pyro/infer/mcmc/api.py	pyro/contrib/gp/likelihoods/gaussian.py	3	24	18
pyro/infer/mcmc/api.py	pyro/contrib/gp/likelihoods/likelihood.py	3	24	12
pyro/infer/mcmc/api.py	pyro/contrib/gp/likelihoods/multi_class.py	3	24	15
pyro/infer/mcmc/api.py	pyro/contrib/gp/likelihoods/poisson.py	3	24	11
pyro/infer/mcmc/api.py	pyro/contrib/gp/models/gplvm.py	3	24	12
pyro/infer/mcmc/api.py	pyro/contrib/gp/models/gpr.py	3	24	27
pyro/infer/mcmc/api.py	pyro/contrib/gp/models/sgpr.py	3	24	32
pyro/infer/mcmc/api.py	pyro/contrib/gp/models/vgp.py	3	24	21
pyro/infer/mcmc/api.py	pyro/contrib/gp/models/vsgp.py	3	24	11
pyro/infer/mcmc/api.py	pyro/contrib/gp/parameterized.py	3	24	8
pyro/infer/mcmc/api.py	pyro/contrib/minipyro.py	3	24	17
pyro/infer/mcmc/api.py	pyro/contrib/oed/eig.py	3	24	17
pyro/infer/mcmc/api.py	pyro/contrib/oed/search.py	3	24	4
pyro/infer/mcmc/api.py	pyro/contrib/tracking/assignment.py	3	24	9
pyro/infer/mcmc/api.py	pyro/contrib/tracking/distributions.py	3	24	6
pyro/infer/mcmc/api.py	pyro/contrib/tracking/dynamic_models.py	3	24	7
pyro/infer/mcmc/api.py	pyro/contrib/tracking/hashing.py	3	24	8
pyro/infer/mcmc/api.py	pyro/contrib/tracking/measurements.py	3	24	5
pyro/infer/mcmc/api.py	pyro/distributions/avf_mvn.py	3	24	6
pyro/infer/mcmc/api.py	pyro/distributions/conjugate.py	3	24	13
pyro/infer/mcmc/api.py	pyro/distributions/delta.py	3	24	44
pyro/infer/mcmc/api.py	pyro/distributions/diag_normal_mixture.py	3	24	8
pyro/infer/mcmc/api.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	24	9
pyro/infer/mcmc/api.py	pyro/distributions/empirical.py	3	24	13
pyro/infer/mcmc/api.py	pyro/distributions/gaussian_scale_mixture.py	3	24	9
pyro/infer/mcmc/api.py	pyro/distributions/hmm.py	3	24	30
pyro/infer/mcmc/api.py	pyro/distributions/inverse_gamma.py	3	24	6
pyro/infer/mcmc/api.py	pyro/distributions/lkj.py	3	24	10
pyro/infer/mcmc/api.py	pyro/distributions/mixture.py	3	24	8
pyro/infer/mcmc/api.py	pyro/distributions/omt_mvn.py	3	24	18
pyro/infer/mcmc/api.py	pyro/distributions/relaxed_straight_through.py	3	24	8
pyro/infer/mcmc/api.py	pyro/distributions/spanning_tree.py	3	24	7
pyro/infer/mcmc/api.py	pyro/distributions/testing/naive_dirichlet.py	3	24	7
pyro/infer/mcmc/api.py	pyro/distributions/testing/rejection_exponential.py	3	24	9
pyro/infer/mcmc/api.py	pyro/distributions/testing/rejection_gamma.py	3	24	19
pyro/infer/mcmc/api.py	pyro/distributions/torch.py	3	24	40
pyro/infer/mcmc/api.py	pyro/distributions/torch_distribution.py	3	24	39
pyro/infer/mcmc/api.py	pyro/distributions/torch_transform.py	3	24	7
pyro/infer/mcmc/api.py	pyro/distributions/transforms/affine_coupling.py	3	24	13
pyro/infer/mcmc/api.py	pyro/distributions/transforms/block_autoregressive.py	3	24	12
pyro/infer/mcmc/api.py	pyro/distributions/transforms/householder.py	3	24	11
pyro/infer/mcmc/api.py	pyro/distributions/transforms/permute.py	3	24	13
pyro/infer/mcmc/api.py	pyro/distributions/transforms/planar.py	3	24	16
pyro/infer/mcmc/api.py	pyro/distributions/transforms/polynomial.py	3	24	9
pyro/infer/mcmc/api.py	pyro/distributions/transforms/radial.py	3	24	15
pyro/infer/mcmc/api.py	pyro/distributions/transforms/sylvester.py	3	24	12
pyro/infer/mcmc/api.py	pyro/distributions/util.py	3	24	62
pyro/infer/mcmc/api.py	pyro/distributions/von_mises_3d.py	3	24	4
pyro/infer/mcmc/api.py	pyro/infer/csis.py	3	24	5
pyro/infer/mcmc/api.py	pyro/infer/discrete.py	3	24	11
pyro/infer/mcmc/api.py	pyro/infer/importance.py	3	24	33
pyro/infer/mcmc/api.py	pyro/infer/mcmc/adaptation.py	3	24	11
pyro/infer/mcmc/api.py	examples/lkj.py	3	24	20
pyro/infer/mcmc/api.py	examples/mixed_hmm/seal_data.py	3	24	5
pyro/infer/mcmc/api.py	pyro/contrib/easyguide/easyguide.py	3	24	9
pyro/infer/mcmc/api.py	pyro/distributions/distribution.py	3	24	44
pyro/infer/mcmc/api.py	pyro/distributions/torch_patch.py	3	24	27
pyro/infer/mcmc/api.py	pyro/infer/elbo.py	3	24	27
pyro/infer/mcmc/api.py	pyro/infer/enum.py	3	24	32
pyro/infer/mcmc/hmc.py	pyro/infer/autoguide/__init__.py	3	77	6
pyro/infer/mcmc/hmc.py	pyro/infer/autoguide/initialization.py	3	77	7
pyro/infer/mcmc/hmc.py	pyro/distributions/transforms/affine_autoregressive.py	3	77	11
pyro/infer/mcmc/hmc.py	examples/air/modules.py	3	77	6
pyro/infer/mcmc/hmc.py	examples/contrib/gp/sv-dkl.py	3	77	34
pyro/infer/mcmc/hmc.py	examples/rsa/search_inference.py	3	77	9
pyro/infer/mcmc/hmc.py	examples/vae/utils/custom_mlp.py	3	77	6
pyro/infer/mcmc/hmc.py	profiler/profiling_utils.py	3	77	5
pyro/infer/mcmc/hmc.py	pyro/contrib/autoname/named.py	3	77	5
pyro/infer/mcmc/hmc.py	pyro/contrib/conjugate/infer.py	3	77	4
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/kernels/brownian.py	3	77	12
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/kernels/coregionalize.py	3	77	9
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/kernels/isotropic.py	3	77	14
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/likelihoods/binary.py	3	77	17
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/likelihoods/multi_class.py	3	77	15
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/likelihoods/poisson.py	3	77	11
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/parameterized.py	3	77	8
pyro/infer/mcmc/hmc.py	pyro/contrib/tracking/dynamic_models.py	3	77	7
pyro/infer/mcmc/hmc.py	pyro/contrib/tracking/extended_kalman_filter.py	3	77	8
pyro/infer/mcmc/hmc.py	pyro/contrib/tracking/measurements.py	3	77	5
pyro/infer/mcmc/hmc.py	pyro/distributions/gaussian_scale_mixture.py	3	77	9
pyro/infer/mcmc/hmc.py	pyro/distributions/hmm.py	3	77	30
pyro/infer/mcmc/hmc.py	pyro/distributions/inverse_gamma.py	3	77	6
pyro/infer/mcmc/hmc.py	pyro/distributions/transforms/affine_coupling.py	3	77	13
pyro/infer/mcmc/hmc.py	pyro/distributions/transforms/block_autoregressive.py	3	77	12
pyro/infer/mcmc/hmc.py	pyro/distributions/transforms/householder.py	3	77	11
pyro/infer/mcmc/hmc.py	pyro/distributions/transforms/permute.py	3	77	13
pyro/infer/mcmc/hmc.py	pyro/distributions/transforms/planar.py	3	77	16
pyro/infer/mcmc/hmc.py	pyro/distributions/transforms/polynomial.py	3	77	9
pyro/infer/mcmc/hmc.py	pyro/distributions/transforms/radial.py	3	77	15
pyro/infer/mcmc/hmc.py	pyro/distributions/transforms/sylvester.py	3	77	12
pyro/infer/mcmc/hmc.py	pyro/distributions/von_mises_3d.py	3	77	4
pyro/infer/mcmc/hmc.py	pyro/infer/csis.py	3	77	5
pyro/infer/mcmc/hmc.py	examples/air/main.py	3	77	37
pyro/infer/mcmc/hmc.py	examples/dmm/polyphonic_data_loader.py	3	77	16
pyro/infer/mcmc/hmc.py	examples/lda.py	3	77	25
pyro/infer/mcmc/hmc.py	pyro/contrib/__init__.py	3	77	17
pyro/infer/mcmc/hmc.py	pyro/contrib/examples/util.py	3	77	9
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/__init__.py	3	77	14
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/kernels/__init__.py	3	77	12
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/models/__init__.py	3	77	11
pyro/infer/mcmc/hmc.py	pyro/distributions/rejector.py	3	77	10
pyro/infer/mcmc/hmc.py	pyro/distributions/score_parts.py	3	77	7
pyro/infer/mcmc/hmc.py	pyro/distributions/testing/fakes.py	3	77	7
pyro/infer/mcmc/logger.py	examples/contrib/gp/sv-dkl.py	3	12	34
pyro/infer/mcmc/logger.py	examples/dmm/dmm.py	3	12	56
pyro/infer/mcmc/logger.py	examples/hmm.py	3	12	45
pyro/infer/mcmc/logger.py	examples/rsa/semantic_parsing.py	3	12	20
pyro/infer/mcmc/logger.py	examples/sparse_gamma_def.py	3	12	28
pyro/infer/mcmc/logger.py	examples/vae/ss_vae_M2.py	3	12	34
pyro/infer/mcmc/logger.py	examples/vae/vae.py	3	12	29
pyro/infer/mcmc/logger.py	examples/vae/vae_comparison.py	3	12	29
pyro/infer/mcmc/logger.py	pyro/infer/abstract_infer.py	3	12	64
pyro/infer/mcmc/logger.py	pyro/infer/mcmc/api.py	3	12	24
pyro/infer/mcmc/logger.py	examples/eight_schools/mcmc.py	3	12	29
pyro/infer/mcmc/mcmc_kernel.py	examples/baseball.py	3	5	46
pyro/infer/mcmc/mcmc_kernel.py	examples/mixed_hmm/seal_data.py	3	5	5
pyro/infer/mcmc/mcmc_kernel.py	examples/rsa/search_inference.py	3	5	9
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/easyguide/easyguide.py	3	5	9
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/distribution.py	3	5	44
pyro/infer/mcmc/mcmc_kernel.py	pyro/infer/elbo.py	3	5	27
pyro/infer/mcmc/mcmc_kernel.py	pyro/infer/enum.py	3	5	32
pyro/infer/mcmc/nuts.py	pyro/infer/autoguide/initialization.py	3	59	7
pyro/infer/mcmc/nuts.py	examples/air/modules.py	3	59	6
pyro/infer/mcmc/nuts.py	examples/contrib/gp/sv-dkl.py	3	59	34
pyro/infer/mcmc/nuts.py	examples/rsa/search_inference.py	3	59	9
pyro/infer/mcmc/nuts.py	examples/vae/utils/custom_mlp.py	3	59	6
pyro/infer/mcmc/nuts.py	profiler/profiling_utils.py	3	59	5
pyro/infer/mcmc/nuts.py	pyro/contrib/conjugate/infer.py	3	59	4
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/kernels/brownian.py	3	59	12
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/kernels/coregionalize.py	3	59	9
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/kernels/static.py	3	59	13
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/likelihoods/binary.py	3	59	17
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/likelihoods/gaussian.py	3	59	18
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/likelihoods/multi_class.py	3	59	15
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/likelihoods/poisson.py	3	59	11
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/parameterized.py	3	59	8
pyro/infer/mcmc/nuts.py	pyro/contrib/tracking/dynamic_models.py	3	59	7
pyro/infer/mcmc/nuts.py	pyro/contrib/tracking/extended_kalman_filter.py	3	59	8
pyro/infer/mcmc/nuts.py	pyro/contrib/tracking/hashing.py	3	59	8
pyro/infer/mcmc/nuts.py	pyro/contrib/tracking/measurements.py	3	59	5
pyro/infer/mcmc/nuts.py	pyro/distributions/gaussian_scale_mixture.py	3	59	9
pyro/infer/mcmc/nuts.py	pyro/distributions/hmm.py	3	59	30
pyro/infer/mcmc/nuts.py	pyro/distributions/inverse_gamma.py	3	59	6
pyro/infer/mcmc/nuts.py	pyro/distributions/torch_transform.py	3	59	7
pyro/infer/mcmc/nuts.py	pyro/distributions/transforms/affine_coupling.py	3	59	13
pyro/infer/mcmc/nuts.py	pyro/distributions/transforms/block_autoregressive.py	3	59	12
pyro/infer/mcmc/nuts.py	pyro/distributions/transforms/householder.py	3	59	11
pyro/infer/mcmc/nuts.py	pyro/distributions/transforms/permute.py	3	59	13
pyro/infer/mcmc/nuts.py	pyro/distributions/transforms/planar.py	3	59	16
pyro/infer/mcmc/nuts.py	pyro/distributions/transforms/polynomial.py	3	59	9
pyro/infer/mcmc/nuts.py	pyro/distributions/transforms/radial.py	3	59	15
pyro/infer/mcmc/nuts.py	pyro/distributions/transforms/sylvester.py	3	59	12
pyro/infer/mcmc/nuts.py	pyro/distributions/von_mises_3d.py	3	59	4
pyro/infer/mcmc/nuts.py	pyro/infer/csis.py	3	59	5
pyro/infer/mcmc/nuts.py	pyro/infer/discrete.py	3	59	11
pyro/infer/mcmc/nuts.py	pyro/infer/importance.py	3	59	33
pyro/infer/mcmc/nuts.py	examples/air/main.py	3	59	37
pyro/infer/mcmc/nuts.py	examples/contrib/autoname/scoping_mixture.py	3	59	22
pyro/infer/mcmc/nuts.py	examples/lda.py	3	59	25
pyro/infer/mcmc/nuts.py	pyro/contrib/__init__.py	3	59	17
pyro/infer/mcmc/nuts.py	pyro/contrib/examples/util.py	3	59	9
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/__init__.py	3	59	14
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/kernels/__init__.py	3	59	12
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/models/__init__.py	3	59	11
pyro/infer/mcmc/nuts.py	pyro/contrib/gp/util.py	3	59	19
pyro/infer/mcmc/util.py	pyro/distributions/torch.py	3	35	40
pyro/infer/mcmc/util.py	pyro/distributions/transforms/neural_autoregressive.py	3	35	10
pyro/infer/mcmc/util.py	pyro/infer/autoguide/initialization.py	3	35	7
pyro/infer/mcmc/util.py	examples/air/air.py	3	35	36
pyro/infer/mcmc/util.py	examples/dmm/dmm.py	3	35	56
pyro/infer/mcmc/util.py	examples/sparse_gamma_def.py	3	35	28
pyro/infer/mcmc/util.py	examples/vae/ss_vae_M2.py	3	35	34
pyro/infer/mcmc/util.py	examples/vae/vae.py	3	35	29
pyro/infer/mcmc/util.py	examples/vae/vae_comparison.py	3	35	29
pyro/infer/mcmc/util.py	pyro/contrib/conjugate/infer.py	3	35	4
pyro/infer/mcmc/util.py	pyro/contrib/oed/eig.py	3	35	17
pyro/infer/mcmc/util.py	pyro/distributions/lkj.py	3	35	10
pyro/infer/mcmc/util.py	pyro/distributions/mixture.py	3	35	8
pyro/infer/mcmc/util.py	pyro/__init__.py	3	35	176
pyro/infer/mcmc/util.py	pyro/infer/enum.py	3	35	32
pyro/infer/renyi_elbo.py	examples/contrib/gp/sv-dkl.py	3	14	34
pyro/infer/renyi_elbo.py	examples/dmm/dmm.py	3	14	56
pyro/infer/renyi_elbo.py	examples/vae/vae_comparison.py	3	14	29
pyro/infer/renyi_elbo.py	profiler/profiling_utils.py	3	14	5
pyro/infer/renyi_elbo.py	pyro/contrib/gp/kernels/brownian.py	3	14	12
pyro/infer/renyi_elbo.py	pyro/contrib/gp/kernels/coregionalize.py	3	14	9
pyro/infer/renyi_elbo.py	pyro/contrib/gp/kernels/dot_product.py	3	14	13
pyro/infer/renyi_elbo.py	pyro/contrib/gp/kernels/isotropic.py	3	14	14
pyro/infer/renyi_elbo.py	pyro/contrib/gp/kernels/kernel.py	3	14	22
pyro/infer/renyi_elbo.py	pyro/contrib/gp/kernels/periodic.py	3	14	12
pyro/infer/renyi_elbo.py	pyro/contrib/gp/kernels/static.py	3	14	13
pyro/infer/renyi_elbo.py	pyro/contrib/gp/likelihoods/binary.py	3	14	17
pyro/infer/renyi_elbo.py	pyro/contrib/gp/likelihoods/gaussian.py	3	14	18
pyro/infer/renyi_elbo.py	pyro/contrib/gp/likelihoods/likelihood.py	3	14	12
pyro/infer/renyi_elbo.py	pyro/contrib/gp/likelihoods/multi_class.py	3	14	15
pyro/infer/renyi_elbo.py	pyro/contrib/gp/likelihoods/poisson.py	3	14	11
pyro/infer/renyi_elbo.py	pyro/contrib/gp/models/gplvm.py	3	14	12
pyro/infer/renyi_elbo.py	pyro/contrib/gp/models/gpr.py	3	14	27
pyro/infer/renyi_elbo.py	pyro/contrib/gp/models/model.py	3	14	24
pyro/infer/renyi_elbo.py	pyro/contrib/gp/models/sgpr.py	3	14	32
pyro/infer/renyi_elbo.py	pyro/contrib/gp/models/vgp.py	3	14	21
pyro/infer/renyi_elbo.py	pyro/contrib/gp/models/vsgp.py	3	14	11
pyro/infer/renyi_elbo.py	pyro/contrib/gp/parameterized.py	3	14	8
pyro/infer/renyi_elbo.py	pyro/contrib/oed/eig.py	3	14	17
pyro/infer/renyi_elbo.py	pyro/contrib/tracking/dynamic_models.py	3	14	7
pyro/infer/renyi_elbo.py	pyro/contrib/tracking/extended_kalman_filter.py	3	14	8
pyro/infer/renyi_elbo.py	pyro/contrib/tracking/hashing.py	3	14	8
pyro/infer/renyi_elbo.py	pyro/contrib/tracking/measurements.py	3	14	5
pyro/infer/renyi_elbo.py	pyro/distributions/hmm.py	3	14	30
pyro/infer/renyi_elbo.py	pyro/distributions/inverse_gamma.py	3	14	6
pyro/infer/renyi_elbo.py	pyro/distributions/testing/naive_dirichlet.py	3	14	7
pyro/infer/renyi_elbo.py	pyro/distributions/testing/rejection_exponential.py	3	14	9
pyro/infer/renyi_elbo.py	pyro/distributions/torch.py	3	14	40
pyro/infer/renyi_elbo.py	pyro/distributions/torch_distribution.py	3	14	39
pyro/infer/renyi_elbo.py	pyro/distributions/torch_transform.py	3	14	7
pyro/infer/renyi_elbo.py	pyro/distributions/transforms/affine_coupling.py	3	14	13
pyro/infer/renyi_elbo.py	pyro/distributions/transforms/block_autoregressive.py	3	14	12
pyro/infer/renyi_elbo.py	pyro/distributions/transforms/householder.py	3	14	11
pyro/infer/renyi_elbo.py	pyro/distributions/transforms/permute.py	3	14	13
pyro/infer/renyi_elbo.py	pyro/distributions/transforms/planar.py	3	14	16
pyro/infer/renyi_elbo.py	pyro/distributions/transforms/polynomial.py	3	14	9
pyro/infer/renyi_elbo.py	pyro/distributions/transforms/radial.py	3	14	15
pyro/infer/renyi_elbo.py	pyro/distributions/transforms/sylvester.py	3	14	12
pyro/infer/renyi_elbo.py	pyro/distributions/von_mises_3d.py	3	14	4
pyro/infer/renyi_elbo.py	pyro/infer/csis.py	3	14	5
pyro/infer/renyi_elbo.py	pyro/infer/mcmc/adaptation.py	3	14	11
pyro/infer/renyi_elbo.py	pyro/infer/mcmc/api.py	3	14	24
pyro/infer/renyi_elbo.py	pyro/infer/mcmc/util.py	3	14	35
pyro/infer/renyi_elbo.py	examples/contrib/autoname/scoping_mixture.py	3	14	22
pyro/infer/renyi_elbo.py	examples/lda.py	3	14	25
pyro/infer/renyi_elbo.py	examples/lkj.py	3	14	20
pyro/infer/renyi_elbo.py	pyro/__init__.py	3	14	176
pyro/infer/renyi_elbo.py	pyro/infer/__init__.py	3	14	44
pyro/infer/reparam/__init__.py	pyro/distributions/torch_distribution.py	3	10	39
pyro/infer/reparam/hmm.py	pyro/distributions/hmm.py	3	5	30
pyro/infer/reparam/hmm.py	pyro/infer/reparam/__init__.py	3	5	10
pyro/infer/reparam/neutra.py	pyro/infer/autoguide/guides.py	3	5	18
pyro/infer/reparam/reparam.py	pyro/distributions/hmm.py	3	3	30
pyro/infer/reparam/reparam.py	pyro/infer/reparam/__init__.py	3	3	10
pyro/infer/reparam/stable.py	pyro/infer/reparam/reparam.py	3	8	3
pyro/infer/reparam/stable.py	pyro/distributions/__init__.py	3	8	114
pyro/infer/rws.py	pyro/infer/discrete.py	3	4	11
pyro/infer/rws.py	pyro/infer/importance.py	3	4	33
pyro/infer/rws.py	pyro/infer/renyi_elbo.py	3	4	14
pyro/infer/rws.py	pyro/infer/enum.py	3	4	32
pyro/infer/smcfilter.py	examples/smcfilter.py	3	5	3
pyro/infer/svgd.py	pyro/infer/__init__.py	3	7	44
pyro/infer/svi.py	examples/rsa/search_inference.py	3	28	9
pyro/infer/svi.py	examples/rsa/semantic_parsing.py	3	28	20
pyro/infer/svi.py	examples/vae/ss_vae_M2.py	3	28	34
pyro/infer/svi.py	examples/vae/vae.py	3	28	29
pyro/infer/svi.py	examples/vae/vae_comparison.py	3	28	29
pyro/infer/svi.py	profiler/profiling_utils.py	3	28	5
pyro/infer/svi.py	pyro/contrib/autoname/named.py	3	28	5
pyro/infer/svi.py	pyro/contrib/gp/kernels/brownian.py	3	28	12
pyro/infer/svi.py	pyro/contrib/gp/kernels/coregionalize.py	3	28	9
pyro/infer/svi.py	pyro/contrib/gp/kernels/dot_product.py	3	28	13
pyro/infer/svi.py	pyro/contrib/gp/kernels/isotropic.py	3	28	14
pyro/infer/svi.py	pyro/contrib/gp/kernels/kernel.py	3	28	22
pyro/infer/svi.py	pyro/contrib/gp/kernels/periodic.py	3	28	12
pyro/infer/svi.py	pyro/contrib/gp/kernels/static.py	3	28	13
pyro/infer/svi.py	pyro/contrib/gp/likelihoods/binary.py	3	28	17
pyro/infer/svi.py	pyro/contrib/gp/likelihoods/gaussian.py	3	28	18
pyro/infer/svi.py	pyro/contrib/gp/likelihoods/likelihood.py	3	28	12
pyro/infer/svi.py	pyro/contrib/gp/likelihoods/multi_class.py	3	28	15
pyro/infer/svi.py	pyro/contrib/gp/likelihoods/poisson.py	3	28	11
pyro/infer/svi.py	pyro/contrib/gp/models/vsgp.py	3	28	11
pyro/infer/svi.py	pyro/contrib/gp/parameterized.py	3	28	8
pyro/infer/svi.py	pyro/contrib/minipyro.py	3	28	17
pyro/infer/svi.py	pyro/contrib/tracking/assignment.py	3	28	9
pyro/infer/svi.py	pyro/contrib/tracking/distributions.py	3	28	6
pyro/infer/svi.py	pyro/contrib/tracking/hashing.py	3	28	8
pyro/infer/svi.py	pyro/distributions/avf_mvn.py	3	28	6
pyro/infer/svi.py	pyro/distributions/conjugate.py	3	28	13
pyro/infer/svi.py	pyro/distributions/diag_normal_mixture.py	3	28	8
pyro/infer/svi.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	28	9
pyro/infer/svi.py	pyro/distributions/empirical.py	3	28	13
pyro/infer/svi.py	pyro/distributions/gaussian_scale_mixture.py	3	28	9
pyro/infer/svi.py	pyro/distributions/hmm.py	3	28	30
pyro/infer/svi.py	pyro/distributions/inverse_gamma.py	3	28	6
pyro/infer/svi.py	pyro/distributions/lkj.py	3	28	10
pyro/infer/svi.py	pyro/distributions/mixture.py	3	28	8
pyro/infer/svi.py	pyro/distributions/relaxed_straight_through.py	3	28	8
pyro/infer/svi.py	pyro/distributions/spanning_tree.py	3	28	7
pyro/infer/svi.py	pyro/distributions/testing/naive_dirichlet.py	3	28	7
pyro/infer/svi.py	pyro/distributions/testing/rejection_exponential.py	3	28	9
pyro/infer/svi.py	pyro/distributions/torch.py	3	28	40
pyro/infer/svi.py	pyro/distributions/torch_transform.py	3	28	7
pyro/infer/svi.py	pyro/distributions/transforms/affine_coupling.py	3	28	13
pyro/infer/svi.py	pyro/distributions/transforms/block_autoregressive.py	3	28	12
pyro/infer/svi.py	pyro/distributions/transforms/householder.py	3	28	11
pyro/infer/svi.py	pyro/distributions/transforms/permute.py	3	28	13
pyro/infer/svi.py	pyro/distributions/transforms/planar.py	3	28	16
pyro/infer/svi.py	pyro/distributions/transforms/polynomial.py	3	28	9
pyro/infer/svi.py	pyro/distributions/transforms/radial.py	3	28	15
pyro/infer/svi.py	pyro/distributions/transforms/sylvester.py	3	28	12
pyro/infer/svi.py	pyro/distributions/von_mises_3d.py	3	28	4
pyro/infer/svi.py	pyro/infer/csis.py	3	28	5
pyro/infer/svi.py	pyro/infer/discrete.py	3	28	11
pyro/infer/svi.py	pyro/infer/mcmc/api.py	3	28	24
pyro/infer/svi.py	pyro/infer/mcmc/util.py	3	28	35
pyro/infer/svi.py	pyro/infer/renyi_elbo.py	3	28	14
pyro/infer/svi.py	pyro/infer/rws.py	3	28	4
pyro/infer/svi.py	examples/air/main.py	3	28	37
pyro/infer/svi.py	examples/baseball.py	3	28	46
pyro/infer/svi.py	examples/contrib/autoname/mixture.py	3	28	22
pyro/infer/svi.py	examples/contrib/autoname/scoping_mixture.py	3	28	22
pyro/infer/svi.py	examples/contrib/autoname/tree_data.py	3	28	21
pyro/infer/svi.py	examples/contrib/oed/gp_bayes_opt.py	3	28	9
pyro/infer/svi.py	examples/eight_schools/mcmc.py	3	28	29
pyro/infer/svi.py	examples/eight_schools/svi.py	3	28	22
pyro/infer/svi.py	examples/lda.py	3	28	25
pyro/infer/svi.py	examples/lkj.py	3	28	20
pyro/infer/svi.py	examples/minipyro.py	3	28	26
pyro/infer/svi.py	examples/rsa/schelling.py	3	28	19
pyro/infer/svi.py	examples/rsa/schelling_false.py	3	28	19
pyro/infer/svi.py	pyro/contrib/gp/util.py	3	28	19
pyro/infer/svi.py	pyro/distributions/__init__.py	3	28	114
pyro/infer/trace_elbo.py	examples/air/main.py	3	59	37
pyro/infer/trace_elbo.py	examples/baseball.py	3	59	46
pyro/infer/trace_elbo.py	examples/contrib/autoname/scoping_mixture.py	3	59	22
pyro/infer/trace_elbo.py	examples/eight_schools/mcmc.py	3	59	29
pyro/infer/trace_elbo.py	examples/inclined_plane.py	3	59	35
pyro/infer/trace_elbo.py	examples/lda.py	3	59	25
pyro/infer/trace_elbo.py	examples/sparse_gamma_def.py	3	59	28
pyro/infer/trace_elbo.py	examples/vae/ss_vae_M2.py	3	59	34
pyro/infer/trace_elbo.py	profiler/distributions.py	3	59	11
pyro/infer/trace_elbo.py	pyro/contrib/examples/util.py	3	59	9
pyro/infer/trace_elbo.py	pyro/contrib/gp/__init__.py	3	59	14
pyro/infer/trace_elbo.py	pyro/contrib/gp/kernels/__init__.py	3	59	12
pyro/infer/trace_elbo.py	pyro/contrib/gp/kernels/kernel.py	3	59	22
pyro/infer/trace_elbo.py	pyro/contrib/gp/likelihoods/gaussian.py	3	59	18
pyro/infer/trace_elbo.py	pyro/contrib/gp/models/__init__.py	3	59	11
pyro/infer/trace_elbo.py	pyro/contrib/gp/models/gplvm.py	3	59	12
pyro/infer/trace_elbo.py	pyro/contrib/gp/models/model.py	3	59	24
pyro/infer/trace_elbo.py	pyro/contrib/gp/models/vgp.py	3	59	21
pyro/infer/trace_elbo.py	pyro/contrib/gp/models/vsgp.py	3	59	11
pyro/infer/trace_elbo.py	pyro/contrib/gp/util.py	3	59	19
pyro/infer/trace_elbo.py	pyro/contrib/oed/eig.py	3	59	17
pyro/infer/trace_elbo.py	pyro/distributions/diag_normal_mixture.py	3	59	8
pyro/infer/trace_elbo.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	59	9
pyro/infer/trace_elbo.py	pyro/distributions/mixture.py	3	59	8
pyro/infer/trace_elbo.py	pyro/distributions/relaxed_straight_through.py	3	59	8
pyro/infer/trace_elbo.py	pyro/distributions/testing/fakes.py	3	59	7
pyro/infer/trace_elbo.py	pyro/distributions/testing/rejection_exponential.py	3	59	9
pyro/infer/trace_elbo.py	pyro/distributions/torch.py	3	59	40
pyro/infer/trace_elbo.py	pyro/distributions/torch_patch.py	3	59	27
pyro/infer/trace_elbo.py	pyro/infer/discrete.py	3	59	11
pyro/infer/trace_mean_field_elbo.py	examples/contrib/gp/sv-dkl.py	3	10	34
pyro/infer/trace_mean_field_elbo.py	examples/rsa/search_inference.py	3	10	9
pyro/infer/trace_mean_field_elbo.py	examples/sparse_gamma_def.py	3	10	28
pyro/infer/trace_mean_field_elbo.py	profiler/profiling_utils.py	3	10	5
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/autoname/named.py	3	10	5
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/kernels/brownian.py	3	10	12
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/kernels/coregionalize.py	3	10	9
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/kernels/dot_product.py	3	10	13
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/kernels/isotropic.py	3	10	14
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/kernels/kernel.py	3	10	22
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/kernels/periodic.py	3	10	12
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/kernels/static.py	3	10	13
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/likelihoods/binary.py	3	10	17
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/likelihoods/gaussian.py	3	10	18
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/likelihoods/likelihood.py	3	10	12
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/likelihoods/multi_class.py	3	10	15
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/likelihoods/poisson.py	3	10	11
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/models/gplvm.py	3	10	12
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/models/gpr.py	3	10	27
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/models/model.py	3	10	24
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/models/sgpr.py	3	10	32
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/models/vgp.py	3	10	21
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/models/vsgp.py	3	10	11
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/parameterized.py	3	10	8
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/minipyro.py	3	10	17
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/oed/eig.py	3	10	17
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/tracking/assignment.py	3	10	9
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/tracking/distributions.py	3	10	6
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/tracking/hashing.py	3	10	8
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/avf_mvn.py	3	10	6
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/conjugate.py	3	10	13
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/delta.py	3	10	44
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/diag_normal_mixture.py	3	10	8
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	10	9
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/empirical.py	3	10	13
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/gaussian_scale_mixture.py	3	10	9
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/hmm.py	3	10	30
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/inverse_gamma.py	3	10	6
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/lkj.py	3	10	10
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/mixture.py	3	10	8
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/omt_mvn.py	3	10	18
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/relaxed_straight_through.py	3	10	8
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/spanning_tree.py	3	10	7
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/testing/naive_dirichlet.py	3	10	7
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/testing/rejection_exponential.py	3	10	9
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/testing/rejection_gamma.py	3	10	19
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/torch_transform.py	3	10	7
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/transforms/affine_coupling.py	3	10	13
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/transforms/block_autoregressive.py	3	10	12
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/transforms/householder.py	3	10	11
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/transforms/permute.py	3	10	13
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/transforms/planar.py	3	10	16
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/transforms/polynomial.py	3	10	9
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/transforms/radial.py	3	10	15
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/transforms/sylvester.py	3	10	12
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/util.py	3	10	62
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/von_mises_3d.py	3	10	4
pyro/infer/trace_mean_field_elbo.py	pyro/infer/abstract_infer.py	3	10	64
pyro/infer/trace_mean_field_elbo.py	pyro/infer/csis.py	3	10	5
pyro/infer/trace_mean_field_elbo.py	pyro/infer/mcmc/api.py	3	10	24
pyro/infer/trace_mean_field_elbo.py	pyro/infer/mcmc/hmc.py	3	10	77
pyro/infer/trace_mean_field_elbo.py	pyro/infer/mcmc/nuts.py	3	10	59
pyro/infer/trace_mean_field_elbo.py	pyro/infer/rws.py	3	10	4
pyro/infer/trace_mean_field_elbo.py	pyro/infer/svi.py	3	10	28
pyro/infer/trace_mean_field_elbo.py	pyro/infer/enum.py	3	10	32
pyro/infer/trace_mmd.py	examples/contrib/gp/sv-dkl.py	3	6	34
pyro/infer/trace_mmd.py	examples/hmm.py	3	6	45
pyro/infer/trace_mmd.py	examples/rsa/search_inference.py	3	6	9
pyro/infer/trace_mmd.py	examples/sparse_gamma_def.py	3	6	28
pyro/infer/trace_mmd.py	profiler/profiling_utils.py	3	6	5
pyro/infer/trace_mmd.py	pyro/contrib/autoname/named.py	3	6	5
pyro/infer/trace_mmd.py	pyro/contrib/gp/kernels/kernel.py	3	6	22
pyro/infer/trace_mmd.py	pyro/contrib/gp/likelihoods/likelihood.py	3	6	12
pyro/infer/trace_mmd.py	pyro/contrib/minipyro.py	3	6	17
pyro/infer/trace_mmd.py	pyro/contrib/oed/eig.py	3	6	17
pyro/infer/trace_mmd.py	pyro/contrib/tracking/assignment.py	3	6	9
pyro/infer/trace_mmd.py	pyro/contrib/tracking/distributions.py	3	6	6
pyro/infer/trace_mmd.py	pyro/contrib/tracking/hashing.py	3	6	8
pyro/infer/trace_mmd.py	pyro/distributions/avf_mvn.py	3	6	6
pyro/infer/trace_mmd.py	pyro/distributions/conjugate.py	3	6	13
pyro/infer/trace_mmd.py	pyro/distributions/delta.py	3	6	44
pyro/infer/trace_mmd.py	pyro/distributions/diag_normal_mixture.py	3	6	8
pyro/infer/trace_mmd.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	6	9
pyro/infer/trace_mmd.py	pyro/distributions/empirical.py	3	6	13
pyro/infer/trace_mmd.py	pyro/distributions/gaussian_scale_mixture.py	3	6	9
pyro/infer/trace_mmd.py	pyro/distributions/hmm.py	3	6	30
pyro/infer/trace_mmd.py	pyro/distributions/inverse_gamma.py	3	6	6
pyro/infer/trace_mmd.py	pyro/distributions/lkj.py	3	6	10
pyro/infer/trace_mmd.py	pyro/distributions/mixture.py	3	6	8
pyro/infer/trace_mmd.py	pyro/distributions/omt_mvn.py	3	6	18
pyro/infer/trace_mmd.py	pyro/distributions/relaxed_straight_through.py	3	6	8
pyro/infer/trace_mmd.py	pyro/distributions/spanning_tree.py	3	6	7
pyro/infer/trace_mmd.py	pyro/distributions/testing/naive_dirichlet.py	3	6	7
pyro/infer/trace_mmd.py	pyro/distributions/testing/rejection_exponential.py	3	6	9
pyro/infer/trace_mmd.py	pyro/distributions/testing/rejection_gamma.py	3	6	19
pyro/infer/trace_mmd.py	pyro/distributions/torch.py	3	6	40
pyro/infer/trace_mmd.py	pyro/distributions/torch_distribution.py	3	6	39
pyro/infer/trace_mmd.py	pyro/distributions/torch_transform.py	3	6	7
pyro/infer/trace_mmd.py	pyro/distributions/transforms/affine_coupling.py	3	6	13
pyro/infer/trace_mmd.py	pyro/distributions/transforms/block_autoregressive.py	3	6	12
pyro/infer/trace_mmd.py	pyro/distributions/transforms/householder.py	3	6	11
pyro/infer/trace_mmd.py	pyro/distributions/transforms/permute.py	3	6	13
pyro/infer/trace_mmd.py	pyro/distributions/transforms/planar.py	3	6	16
pyro/infer/trace_mmd.py	pyro/distributions/transforms/polynomial.py	3	6	9
pyro/infer/trace_mmd.py	pyro/distributions/transforms/radial.py	3	6	15
pyro/infer/trace_mmd.py	pyro/distributions/transforms/sylvester.py	3	6	12
pyro/infer/trace_mmd.py	pyro/distributions/util.py	3	6	62
pyro/infer/trace_mmd.py	pyro/distributions/von_mises_3d.py	3	6	4
pyro/infer/trace_mmd.py	pyro/infer/abstract_infer.py	3	6	64
pyro/infer/trace_mmd.py	pyro/infer/csis.py	3	6	5
pyro/infer/trace_mmd.py	pyro/infer/mcmc/api.py	3	6	24
pyro/infer/trace_mmd.py	pyro/infer/mcmc/hmc.py	3	6	77
pyro/infer/trace_mmd.py	pyro/infer/mcmc/nuts.py	3	6	59
pyro/infer/trace_mmd.py	pyro/infer/rws.py	3	6	4
pyro/infer/trace_mmd.py	pyro/infer/svi.py	3	6	28
pyro/infer/trace_mmd.py	pyro/contrib/gp/__init__.py	3	6	14
pyro/infer/trace_mmd.py	pyro/infer/__init__.py	3	6	44
pyro/infer/trace_mmd.py	pyro/infer/elbo.py	3	6	27
pyro/infer/trace_mmd.py	pyro/infer/enum.py	3	6	32
pyro/infer/trace_mmd.py	pyro/infer/trace_elbo.py	3	6	59
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/__init__.py	3	5	44
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/elbo.py	3	5	27
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/trace_mean_field_elbo.py	3	5	10
pyro/infer/traceenum_elbo.py	examples/contrib/gp/sv-dkl.py	3	64	34
pyro/infer/traceenum_elbo.py	examples/vae/utils/mnist_cached.py	3	64	9
pyro/infer/traceenum_elbo.py	examples/vae/vae.py	3	64	29
pyro/infer/traceenum_elbo.py	profiler/profiling_utils.py	3	64	5
pyro/infer/traceenum_elbo.py	pyro/contrib/autoname/named.py	3	64	5
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/kernels/brownian.py	3	64	12
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/kernels/coregionalize.py	3	64	9
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/kernels/dot_product.py	3	64	13
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/kernels/isotropic.py	3	64	14
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/kernels/kernel.py	3	64	22
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/kernels/periodic.py	3	64	12
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/kernels/static.py	3	64	13
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/likelihoods/binary.py	3	64	17
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/likelihoods/gaussian.py	3	64	18
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/likelihoods/likelihood.py	3	64	12
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/likelihoods/multi_class.py	3	64	15
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/likelihoods/poisson.py	3	64	11
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/models/model.py	3	64	24
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/parameterized.py	3	64	8
pyro/infer/traceenum_elbo.py	pyro/contrib/minipyro.py	3	64	17
pyro/infer/traceenum_elbo.py	pyro/contrib/oed/search.py	3	64	4
pyro/infer/traceenum_elbo.py	pyro/contrib/tracking/distributions.py	3	64	6
pyro/infer/traceenum_elbo.py	pyro/contrib/tracking/dynamic_models.py	3	64	7
pyro/infer/traceenum_elbo.py	pyro/contrib/tracking/hashing.py	3	64	8
pyro/infer/traceenum_elbo.py	pyro/contrib/tracking/measurements.py	3	64	5
pyro/infer/traceenum_elbo.py	pyro/distributions/avf_mvn.py	3	64	6
pyro/infer/traceenum_elbo.py	pyro/distributions/conjugate.py	3	64	13
pyro/infer/traceenum_elbo.py	pyro/distributions/empirical.py	3	64	13
pyro/infer/traceenum_elbo.py	pyro/distributions/gaussian_scale_mixture.py	3	64	9
pyro/infer/traceenum_elbo.py	pyro/distributions/hmm.py	3	64	30
pyro/infer/traceenum_elbo.py	pyro/distributions/inverse_gamma.py	3	64	6
pyro/infer/traceenum_elbo.py	pyro/distributions/lkj.py	3	64	10
pyro/infer/traceenum_elbo.py	pyro/distributions/spanning_tree.py	3	64	7
pyro/infer/traceenum_elbo.py	pyro/distributions/testing/naive_dirichlet.py	3	64	7
pyro/infer/traceenum_elbo.py	pyro/distributions/testing/rejection_exponential.py	3	64	9
pyro/infer/traceenum_elbo.py	pyro/distributions/torch_transform.py	3	64	7
pyro/infer/traceenum_elbo.py	pyro/distributions/transforms/affine_coupling.py	3	64	13
pyro/infer/traceenum_elbo.py	pyro/distributions/transforms/block_autoregressive.py	3	64	12
pyro/infer/traceenum_elbo.py	pyro/distributions/transforms/householder.py	3	64	11
pyro/infer/traceenum_elbo.py	pyro/distributions/transforms/permute.py	3	64	13
pyro/infer/traceenum_elbo.py	pyro/distributions/transforms/planar.py	3	64	16
pyro/infer/traceenum_elbo.py	pyro/distributions/transforms/polynomial.py	3	64	9
pyro/infer/traceenum_elbo.py	pyro/distributions/transforms/radial.py	3	64	15
pyro/infer/traceenum_elbo.py	pyro/distributions/transforms/sylvester.py	3	64	12
pyro/infer/traceenum_elbo.py	pyro/distributions/von_mises_3d.py	3	64	4
pyro/infer/traceenum_elbo.py	pyro/infer/csis.py	3	64	5
pyro/infer/traceenum_elbo.py	pyro/infer/rws.py	3	64	4
pyro/infer/traceenum_elbo.py	examples/air/main.py	3	64	37
pyro/infer/traceenum_elbo.py	examples/contrib/autoname/scoping_mixture.py	3	64	22
pyro/infer/traceenum_elbo.py	examples/eight_schools/mcmc.py	3	64	29
pyro/infer/traceenum_elbo.py	examples/mixed_hmm/seal_data.py	3	64	5
pyro/infer/traceenum_elbo.py	profiler/distributions.py	3	64	11
pyro/infer/traceenum_elbo.py	pyro/contrib/__init__.py	3	64	17
pyro/infer/traceenum_elbo.py	pyro/contrib/easyguide/easyguide.py	3	64	9
pyro/infer/traceenum_elbo.py	pyro/contrib/examples/util.py	3	64	9
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/util.py	3	64	19
pyro/infer/traceenum_elbo.py	pyro/contrib/tracking/__init__.py	3	64	3
pyro/infer/traceenum_elbo.py	pyro/distributions/__init__.py	3	64	114
pyro/infer/traceenum_elbo.py	pyro/distributions/rejector.py	3	64	10
pyro/infer/traceenum_elbo.py	pyro/distributions/score_parts.py	3	64	7
pyro/infer/traceenum_elbo.py	pyro/distributions/torch_patch.py	3	64	27
pyro/infer/traceenum_elbo.py	pyro/infer/mcmc/mcmc_kernel.py	3	64	5
pyro/infer/tracegraph_elbo.py	examples/air/main.py	3	70	37
pyro/infer/tracegraph_elbo.py	examples/contrib/autoname/scoping_mixture.py	3	70	22
pyro/infer/tracegraph_elbo.py	examples/dmm/polyphonic_data_loader.py	3	70	16
pyro/infer/tracegraph_elbo.py	examples/eight_schools/mcmc.py	3	70	29
pyro/infer/tracegraph_elbo.py	examples/inclined_plane.py	3	70	35
pyro/infer/tracegraph_elbo.py	examples/lda.py	3	70	25
pyro/infer/tracegraph_elbo.py	examples/lkj.py	3	70	20
pyro/infer/tracegraph_elbo.py	examples/sparse_gamma_def.py	3	70	28
pyro/infer/tracegraph_elbo.py	examples/vae/vae.py	3	70	29
pyro/infer/tracegraph_elbo.py	profiler/distributions.py	3	70	11
pyro/infer/tracegraph_elbo.py	pyro/contrib/examples/util.py	3	70	9
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/likelihoods/gaussian.py	3	70	18
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/likelihoods/likelihood.py	3	70	12
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/models/gplvm.py	3	70	12
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/models/gpr.py	3	70	27
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/models/vgp.py	3	70	21
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/models/vsgp.py	3	70	11
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/util.py	3	70	19
pyro/infer/tracegraph_elbo.py	pyro/contrib/minipyro.py	3	70	17
pyro/infer/tracegraph_elbo.py	pyro/contrib/oed/eig.py	3	70	17
pyro/infer/tracegraph_elbo.py	pyro/contrib/tracking/assignment.py	3	70	9
pyro/infer/tracegraph_elbo.py	pyro/contrib/tracking/distributions.py	3	70	6
pyro/infer/tracegraph_elbo.py	pyro/distributions/avf_mvn.py	3	70	6
pyro/infer/tracegraph_elbo.py	pyro/distributions/conjugate.py	3	70	13
pyro/infer/tracegraph_elbo.py	pyro/distributions/gaussian_scale_mixture.py	3	70	9
pyro/infer/tracegraph_elbo.py	pyro/distributions/lkj.py	3	70	10
pyro/infer/tracegraph_elbo.py	pyro/distributions/mixture.py	3	70	8
pyro/infer/tracegraph_elbo.py	pyro/distributions/rejector.py	3	70	10
pyro/infer/tracegraph_elbo.py	pyro/distributions/spanning_tree.py	3	70	7
pyro/infer/tracegraph_elbo.py	pyro/distributions/torch.py	3	70	40
pyro/infer/tracegraph_elbo.py	pyro/distributions/torch_patch.py	3	70	27
pyro/infer/tracegraph_elbo.py	pyro/infer/discrete.py	3	70	11
pyro/infer/tracegraph_elbo.py	pyro/infer/trace_mmd.py	3	70	6
pyro/infer/tracetmc_elbo.py	pyro/infer/discrete.py	3	5	11
pyro/infer/tracetmc_elbo.py	pyro/infer/traceenum_elbo.py	3	5	64
pyro/infer/util.py	pyro/distributions/__init__.py	3	49	114
pyro/infer/util.py	pyro/distributions/transforms/neural_autoregressive.py	3	49	10
pyro/infer/util.py	examples/contrib/gp/sv-dkl.py	3	49	34
pyro/infer/util.py	examples/rsa/search_inference.py	3	49	9
pyro/infer/util.py	examples/vae/utils/mnist_cached.py	3	49	9
pyro/infer/util.py	profiler/profiling_utils.py	3	49	5
pyro/infer/util.py	pyro/contrib/autoname/named.py	3	49	5
pyro/infer/util.py	pyro/contrib/gp/kernels/brownian.py	3	49	12
pyro/infer/util.py	pyro/contrib/gp/kernels/coregionalize.py	3	49	9
pyro/infer/util.py	pyro/contrib/gp/kernels/dot_product.py	3	49	13
pyro/infer/util.py	pyro/contrib/gp/kernels/kernel.py	3	49	22
pyro/infer/util.py	pyro/contrib/gp/kernels/periodic.py	3	49	12
pyro/infer/util.py	pyro/contrib/gp/kernels/static.py	3	49	13
pyro/infer/util.py	pyro/contrib/gp/likelihoods/binary.py	3	49	17
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pyro/infer/util.py	pyro/contrib/gp/likelihoods/multi_class.py	3	49	15
pyro/infer/util.py	pyro/contrib/gp/likelihoods/poisson.py	3	49	11
pyro/infer/util.py	pyro/contrib/gp/models/gplvm.py	3	49	12
pyro/infer/util.py	pyro/contrib/gp/models/gpr.py	3	49	27
pyro/infer/util.py	pyro/contrib/gp/models/model.py	3	49	24
pyro/infer/util.py	pyro/contrib/gp/models/vgp.py	3	49	21
pyro/infer/util.py	pyro/contrib/gp/models/vsgp.py	3	49	11
pyro/infer/util.py	pyro/contrib/gp/parameterized.py	3	49	8
pyro/infer/util.py	pyro/contrib/oed/eig.py	3	49	17
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pyro/infer/util.py	pyro/distributions/gaussian_scale_mixture.py	3	49	9
pyro/infer/util.py	pyro/distributions/hmm.py	3	49	30
pyro/infer/util.py	pyro/distributions/inverse_gamma.py	3	49	6
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pyro/infer/util.py	pyro/distributions/transforms/affine_coupling.py	3	49	13
pyro/infer/util.py	pyro/distributions/transforms/block_autoregressive.py	3	49	12
pyro/infer/util.py	pyro/distributions/transforms/householder.py	3	49	11
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pyro/infer/util.py	pyro/distributions/transforms/polynomial.py	3	49	9
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pyro/infer/util.py	pyro/infer/mcmc/adaptation.py	3	49	11
pyro/infer/util.py	pyro/infer/mcmc/api.py	3	49	24
pyro/infer/util.py	pyro/infer/trace_mmd.py	3	49	6
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pyro/infer/util.py	pyro/contrib/gp/__init__.py	3	49	14
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pyro/infer/util.py	pyro/infer/trace_tail_adaptive_elbo.py	3	49	5
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pyro/nn/__init__.py	pyro/distributions/transforms/radial.py	3	16	15
pyro/nn/__init__.py	pyro/contrib/__init__.py	3	16	17
pyro/nn/__init__.py	pyro/contrib/gp/__init__.py	3	16	14
pyro/nn/__init__.py	pyro/contrib/gp/kernels/__init__.py	3	16	12
pyro/nn/__init__.py	pyro/contrib/gp/likelihoods/__init__.py	3	16	8
pyro/nn/__init__.py	pyro/contrib/gp/models/__init__.py	3	16	11
pyro/nn/__init__.py	pyro/distributions/omt_mvn.py	3	16	18
pyro/nn/__init__.py	pyro/distributions/testing/rejection_exponential.py	3	16	9
pyro/nn/__init__.py	pyro/distributions/transforms/utils.py	3	16	3
pyro/nn/__init__.py	pyro/distributions/util.py	3	16	62
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pyro/nn/__init__.py	pyro/infer/enum.py	3	16	32
pyro/nn/__init__.py	pyro/infer/svi.py	3	16	28
pyro/nn/__init__.py	pyro/infer/trace_elbo.py	3	16	59
pyro/nn/__init__.py	pyro/infer/tracegraph_elbo.py	3	16	70
pyro/nn/auto_reg_nn.py	pyro/distributions/transforms/affine_autoregressive.py	3	25	11
pyro/nn/auto_reg_nn.py	pyro/distributions/transforms/batchnorm.py	3	25	7
pyro/nn/auto_reg_nn.py	pyro/distributions/transforms/neural_autoregressive.py	3	25	10
pyro/nn/auto_reg_nn.py	examples/contrib/gp/sv-dkl.py	3	25	34
pyro/nn/auto_reg_nn.py	examples/hmm.py	3	25	45
pyro/nn/auto_reg_nn.py	examples/rsa/search_inference.py	3	25	9
pyro/nn/auto_reg_nn.py	examples/sparse_gamma_def.py	3	25	28
pyro/nn/auto_reg_nn.py	profiler/profiling_utils.py	3	25	5
pyro/nn/auto_reg_nn.py	pyro/contrib/autoname/named.py	3	25	5
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/kernels/brownian.py	3	25	12
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/kernels/coregionalize.py	3	25	9
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/kernels/dot_product.py	3	25	13
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/kernels/isotropic.py	3	25	14
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/kernels/kernel.py	3	25	22
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/kernels/periodic.py	3	25	12
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/kernels/static.py	3	25	13
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/likelihoods/binary.py	3	25	17
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/likelihoods/gaussian.py	3	25	18
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/likelihoods/likelihood.py	3	25	12
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/likelihoods/multi_class.py	3	25	15
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/likelihoods/poisson.py	3	25	11
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/models/gplvm.py	3	25	12
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/models/gpr.py	3	25	27
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/models/model.py	3	25	24
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/models/sgpr.py	3	25	32
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/models/vgp.py	3	25	21
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/models/vsgp.py	3	25	11
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/parameterized.py	3	25	8
pyro/nn/auto_reg_nn.py	pyro/contrib/minipyro.py	3	25	17
pyro/nn/auto_reg_nn.py	pyro/contrib/oed/eig.py	3	25	17
pyro/nn/auto_reg_nn.py	pyro/contrib/tracking/assignment.py	3	25	9
pyro/nn/auto_reg_nn.py	pyro/contrib/tracking/distributions.py	3	25	6
pyro/nn/auto_reg_nn.py	pyro/contrib/tracking/hashing.py	3	25	8
pyro/nn/auto_reg_nn.py	pyro/distributions/avf_mvn.py	3	25	6
pyro/nn/auto_reg_nn.py	pyro/distributions/conjugate.py	3	25	13
pyro/nn/auto_reg_nn.py	pyro/distributions/diag_normal_mixture.py	3	25	8
pyro/nn/auto_reg_nn.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	25	9
pyro/nn/auto_reg_nn.py	pyro/distributions/empirical.py	3	25	13
pyro/nn/auto_reg_nn.py	pyro/distributions/hmm.py	3	25	30
pyro/nn/auto_reg_nn.py	pyro/distributions/inverse_gamma.py	3	25	6
pyro/nn/auto_reg_nn.py	pyro/distributions/lkj.py	3	25	10
pyro/nn/auto_reg_nn.py	pyro/distributions/mixture.py	3	25	8
pyro/nn/auto_reg_nn.py	pyro/distributions/relaxed_straight_through.py	3	25	8
pyro/nn/auto_reg_nn.py	pyro/distributions/spanning_tree.py	3	25	7
pyro/nn/auto_reg_nn.py	pyro/distributions/testing/naive_dirichlet.py	3	25	7
pyro/nn/auto_reg_nn.py	pyro/distributions/testing/rejection_exponential.py	3	25	9
pyro/nn/auto_reg_nn.py	pyro/distributions/torch.py	3	25	40
pyro/nn/auto_reg_nn.py	pyro/distributions/torch_transform.py	3	25	7
pyro/nn/auto_reg_nn.py	pyro/distributions/von_mises_3d.py	3	25	4
pyro/nn/auto_reg_nn.py	pyro/infer/csis.py	3	25	5
pyro/nn/auto_reg_nn.py	pyro/infer/discrete.py	3	25	11
pyro/nn/auto_reg_nn.py	pyro/infer/mcmc/api.py	3	25	24
pyro/nn/auto_reg_nn.py	pyro/infer/trace_mean_field_elbo.py	3	25	10
pyro/nn/auto_reg_nn.py	pyro/infer/trace_mmd.py	3	25	6
pyro/nn/auto_reg_nn.py	examples/inclined_plane.py	3	25	35
pyro/nn/dense_nn.py	pyro/distributions/transforms/__init__.py	3	6	30
pyro/nn/dense_nn.py	examples/contrib/gp/sv-dkl.py	3	6	34
pyro/nn/dense_nn.py	examples/hmm.py	3	6	45
pyro/nn/dense_nn.py	examples/rsa/search_inference.py	3	6	9
pyro/nn/dense_nn.py	examples/sparse_gamma_def.py	3	6	28
pyro/nn/dense_nn.py	profiler/profiling_utils.py	3	6	5
pyro/nn/dense_nn.py	pyro/contrib/autoname/named.py	3	6	5
pyro/nn/dense_nn.py	pyro/contrib/gp/kernels/brownian.py	3	6	12
pyro/nn/dense_nn.py	pyro/contrib/gp/kernels/coregionalize.py	3	6	9
pyro/nn/dense_nn.py	pyro/contrib/gp/kernels/dot_product.py	3	6	13
pyro/nn/dense_nn.py	pyro/contrib/gp/kernels/isotropic.py	3	6	14
pyro/nn/dense_nn.py	pyro/contrib/gp/kernels/kernel.py	3	6	22
pyro/nn/dense_nn.py	pyro/contrib/gp/kernels/periodic.py	3	6	12
pyro/nn/dense_nn.py	pyro/contrib/gp/kernels/static.py	3	6	13
pyro/nn/dense_nn.py	pyro/contrib/gp/likelihoods/binary.py	3	6	17
pyro/nn/dense_nn.py	pyro/contrib/gp/likelihoods/gaussian.py	3	6	18
pyro/nn/dense_nn.py	pyro/contrib/gp/likelihoods/likelihood.py	3	6	12
pyro/nn/dense_nn.py	pyro/contrib/gp/likelihoods/multi_class.py	3	6	15
pyro/nn/dense_nn.py	pyro/contrib/gp/likelihoods/poisson.py	3	6	11
pyro/nn/dense_nn.py	pyro/contrib/gp/models/gplvm.py	3	6	12
pyro/nn/dense_nn.py	pyro/contrib/gp/models/gpr.py	3	6	27
pyro/nn/dense_nn.py	pyro/contrib/gp/models/model.py	3	6	24
pyro/nn/dense_nn.py	pyro/contrib/gp/models/sgpr.py	3	6	32
pyro/nn/dense_nn.py	pyro/contrib/gp/models/vgp.py	3	6	21
pyro/nn/dense_nn.py	pyro/contrib/gp/models/vsgp.py	3	6	11
pyro/nn/dense_nn.py	pyro/contrib/gp/parameterized.py	3	6	8
pyro/nn/dense_nn.py	pyro/contrib/minipyro.py	3	6	17
pyro/nn/dense_nn.py	pyro/contrib/oed/eig.py	3	6	17
pyro/nn/dense_nn.py	pyro/contrib/tracking/assignment.py	3	6	9
pyro/nn/dense_nn.py	pyro/contrib/tracking/distributions.py	3	6	6
pyro/nn/dense_nn.py	pyro/contrib/tracking/hashing.py	3	6	8
pyro/nn/dense_nn.py	pyro/distributions/avf_mvn.py	3	6	6
pyro/nn/dense_nn.py	pyro/distributions/conjugate.py	3	6	13
pyro/nn/dense_nn.py	pyro/distributions/delta.py	3	6	44
pyro/nn/dense_nn.py	pyro/distributions/diag_normal_mixture.py	3	6	8
pyro/nn/dense_nn.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	6	9
pyro/nn/dense_nn.py	pyro/distributions/empirical.py	3	6	13
pyro/nn/dense_nn.py	pyro/distributions/gaussian_scale_mixture.py	3	6	9
pyro/nn/dense_nn.py	pyro/distributions/hmm.py	3	6	30
pyro/nn/dense_nn.py	pyro/distributions/inverse_gamma.py	3	6	6
pyro/nn/dense_nn.py	pyro/distributions/lkj.py	3	6	10
pyro/nn/dense_nn.py	pyro/distributions/mixture.py	3	6	8
pyro/nn/dense_nn.py	pyro/distributions/omt_mvn.py	3	6	18
pyro/nn/dense_nn.py	pyro/distributions/relaxed_straight_through.py	3	6	8
pyro/nn/dense_nn.py	pyro/distributions/spanning_tree.py	3	6	7
pyro/nn/dense_nn.py	pyro/distributions/testing/naive_dirichlet.py	3	6	7
pyro/nn/dense_nn.py	pyro/distributions/testing/rejection_exponential.py	3	6	9
pyro/nn/dense_nn.py	pyro/distributions/testing/rejection_gamma.py	3	6	19
pyro/nn/dense_nn.py	pyro/distributions/torch.py	3	6	40
pyro/nn/dense_nn.py	pyro/distributions/torch_distribution.py	3	6	39
pyro/nn/dense_nn.py	pyro/distributions/torch_transform.py	3	6	7
pyro/nn/dense_nn.py	pyro/distributions/transforms/block_autoregressive.py	3	6	12
pyro/nn/dense_nn.py	pyro/distributions/transforms/householder.py	3	6	11
pyro/nn/dense_nn.py	pyro/distributions/transforms/permute.py	3	6	13
pyro/nn/dense_nn.py	pyro/distributions/transforms/polynomial.py	3	6	9
pyro/nn/dense_nn.py	pyro/distributions/transforms/sylvester.py	3	6	12
pyro/nn/dense_nn.py	pyro/distributions/util.py	3	6	62
pyro/nn/dense_nn.py	pyro/distributions/von_mises_3d.py	3	6	4
pyro/nn/dense_nn.py	pyro/infer/abstract_infer.py	3	6	64
pyro/nn/dense_nn.py	pyro/infer/csis.py	3	6	5
pyro/nn/dense_nn.py	pyro/infer/discrete.py	3	6	11
pyro/nn/dense_nn.py	pyro/infer/importance.py	3	6	33
pyro/nn/dense_nn.py	pyro/infer/mcmc/api.py	3	6	24
pyro/nn/dense_nn.py	pyro/infer/mcmc/hmc.py	3	6	77
pyro/nn/dense_nn.py	pyro/infer/mcmc/nuts.py	3	6	59
pyro/nn/dense_nn.py	pyro/infer/renyi_elbo.py	3	6	14
pyro/nn/dense_nn.py	pyro/infer/svi.py	3	6	28
pyro/nn/dense_nn.py	pyro/infer/trace_mean_field_elbo.py	3	6	10
pyro/nn/dense_nn.py	pyro/infer/trace_mmd.py	3	6	6
pyro/nn/dense_nn.py	pyro/infer/traceenum_elbo.py	3	6	64
pyro/nn/dense_nn.py	pyro/infer/util.py	3	6	49
pyro/nn/dense_nn.py	pyro/distributions/transforms/utils.py	3	6	3
pyro/nn/module.py	pyro/__init__.py	3	20	176
pyro/nn/module.py	pyro/contrib/easyguide/easyguide.py	3	20	9
pyro/nn/module.py	pyro/distributions/delta.py	3	20	44
pyro/nn/module.py	pyro/infer/autoguide/guides.py	3	20	18
pyro/ops/contract.py	examples/contrib/gp/sv-dkl.py	3	21	34
pyro/ops/contract.py	examples/dmm/dmm.py	3	21	56
pyro/ops/contract.py	profiler/profiling_utils.py	3	21	5
pyro/ops/contract.py	pyro/contrib/autoname/named.py	3	21	5
pyro/ops/contract.py	pyro/contrib/gp/kernels/brownian.py	3	21	12
pyro/ops/contract.py	pyro/contrib/gp/kernels/coregionalize.py	3	21	9
pyro/ops/contract.py	pyro/contrib/gp/kernels/dot_product.py	3	21	13
pyro/ops/contract.py	pyro/contrib/gp/kernels/isotropic.py	3	21	14
pyro/ops/contract.py	pyro/contrib/gp/kernels/kernel.py	3	21	22
pyro/ops/contract.py	pyro/contrib/gp/kernels/periodic.py	3	21	12
pyro/ops/contract.py	pyro/contrib/gp/kernels/static.py	3	21	13
pyro/ops/contract.py	pyro/contrib/gp/likelihoods/binary.py	3	21	17
pyro/ops/contract.py	pyro/contrib/gp/likelihoods/gaussian.py	3	21	18
pyro/ops/contract.py	pyro/contrib/gp/likelihoods/likelihood.py	3	21	12
pyro/ops/contract.py	pyro/contrib/gp/likelihoods/multi_class.py	3	21	15
pyro/ops/contract.py	pyro/contrib/gp/likelihoods/poisson.py	3	21	11
pyro/ops/contract.py	pyro/contrib/gp/models/gplvm.py	3	21	12
pyro/ops/contract.py	pyro/contrib/gp/models/gpr.py	3	21	27
pyro/ops/contract.py	pyro/contrib/gp/models/model.py	3	21	24
pyro/ops/contract.py	pyro/contrib/gp/models/sgpr.py	3	21	32
pyro/ops/contract.py	pyro/contrib/gp/models/vgp.py	3	21	21
pyro/ops/contract.py	pyro/contrib/gp/models/vsgp.py	3	21	11
pyro/ops/contract.py	pyro/contrib/gp/parameterized.py	3	21	8
pyro/ops/contract.py	pyro/contrib/oed/eig.py	3	21	17
pyro/ops/contract.py	pyro/contrib/oed/search.py	3	21	4
pyro/ops/contract.py	pyro/contrib/tracking/extended_kalman_filter.py	3	21	8
pyro/ops/contract.py	pyro/contrib/tracking/hashing.py	3	21	8
pyro/ops/contract.py	pyro/distributions/empirical.py	3	21	13
pyro/ops/contract.py	pyro/distributions/gaussian_scale_mixture.py	3	21	9
pyro/ops/contract.py	pyro/distributions/hmm.py	3	21	30
pyro/ops/contract.py	pyro/distributions/inverse_gamma.py	3	21	6
pyro/ops/contract.py	pyro/distributions/testing/naive_dirichlet.py	3	21	7
pyro/ops/contract.py	pyro/distributions/testing/rejection_exponential.py	3	21	9
pyro/ops/contract.py	pyro/distributions/torch.py	3	21	40
pyro/ops/contract.py	pyro/distributions/torch_distribution.py	3	21	39
pyro/ops/contract.py	pyro/distributions/torch_transform.py	3	21	7
pyro/ops/contract.py	pyro/distributions/transforms/affine_coupling.py	3	21	13
pyro/ops/contract.py	pyro/distributions/transforms/block_autoregressive.py	3	21	12
pyro/ops/contract.py	pyro/distributions/transforms/householder.py	3	21	11
pyro/ops/contract.py	pyro/distributions/transforms/permute.py	3	21	13
pyro/ops/contract.py	pyro/distributions/transforms/planar.py	3	21	16
pyro/ops/contract.py	pyro/distributions/transforms/polynomial.py	3	21	9
pyro/ops/contract.py	pyro/distributions/transforms/radial.py	3	21	15
pyro/ops/contract.py	pyro/distributions/transforms/sylvester.py	3	21	12
pyro/ops/contract.py	pyro/distributions/von_mises_3d.py	3	21	4
pyro/ops/contract.py	pyro/infer/csis.py	3	21	5
pyro/ops/contract.py	pyro/infer/importance.py	3	21	33
pyro/ops/contract.py	pyro/infer/mcmc/adaptation.py	3	21	11
pyro/ops/contract.py	pyro/infer/svi.py	3	21	28
pyro/ops/contract.py	pyro/infer/trace_mean_field_elbo.py	3	21	10
pyro/ops/contract.py	pyro/infer/trace_mmd.py	3	21	6
pyro/ops/contract.py	pyro/nn/auto_reg_nn.py	3	21	25
pyro/ops/contract.py	pyro/nn/dense_nn.py	3	21	6
pyro/ops/contract.py	examples/contrib/autoname/scoping_mixture.py	3	21	22
pyro/ops/contract.py	examples/dmm/polyphonic_data_loader.py	3	21	16
pyro/ops/contract.py	examples/einsum.py	3	21	3
pyro/ops/contract.py	examples/lda.py	3	21	25
pyro/ops/contract.py	examples/lkj.py	3	21	20
pyro/ops/contract.py	examples/mixed_hmm/seal_data.py	3	21	5
pyro/ops/contract.py	pyro/contrib/easyguide/easyguide.py	3	21	9
pyro/ops/contract.py	pyro/distributions/distribution.py	3	21	44
pyro/ops/contract.py	pyro/infer/__init__.py	3	21	44
pyro/ops/contract.py	pyro/infer/mcmc/mcmc_kernel.py	3	21	5
pyro/ops/contract.py	pyro/infer/trace_elbo.py	3	21	59
pyro/ops/dual_averaging.py	examples/air/air.py	3	7	36
pyro/ops/dual_averaging.py	examples/air/modules.py	3	7	6
pyro/ops/dual_averaging.py	examples/contrib/gp/sv-dkl.py	3	7	34
pyro/ops/dual_averaging.py	examples/dmm/dmm.py	3	7	56
pyro/ops/dual_averaging.py	examples/hmm.py	3	7	45
pyro/ops/dual_averaging.py	examples/rsa/search_inference.py	3	7	9
pyro/ops/dual_averaging.py	examples/sparse_gamma_def.py	3	7	28
pyro/ops/dual_averaging.py	profiler/profiling_utils.py	3	7	5
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pyro/ops/dual_averaging.py	pyro/contrib/gp/kernels/brownian.py	3	7	12
pyro/ops/dual_averaging.py	pyro/contrib/gp/kernels/coregionalize.py	3	7	9
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pyro/ops/dual_averaging.py	pyro/contrib/gp/kernels/isotropic.py	3	7	14
pyro/ops/dual_averaging.py	pyro/contrib/gp/kernels/kernel.py	3	7	22
pyro/ops/dual_averaging.py	pyro/contrib/gp/kernels/periodic.py	3	7	12
pyro/ops/dual_averaging.py	pyro/contrib/gp/kernels/static.py	3	7	13
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pyro/ops/dual_averaging.py	pyro/contrib/gp/likelihoods/multi_class.py	3	7	15
pyro/ops/dual_averaging.py	pyro/contrib/gp/likelihoods/poisson.py	3	7	11
pyro/ops/dual_averaging.py	pyro/contrib/gp/models/gplvm.py	3	7	12
pyro/ops/dual_averaging.py	pyro/contrib/gp/models/gpr.py	3	7	27
pyro/ops/dual_averaging.py	pyro/contrib/gp/models/model.py	3	7	24
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pyro/ops/dual_averaging.py	pyro/contrib/gp/models/vgp.py	3	7	21
pyro/ops/dual_averaging.py	pyro/contrib/gp/models/vsgp.py	3	7	11
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pyro/ops/dual_averaging.py	pyro/contrib/minipyro.py	3	7	17
pyro/ops/dual_averaging.py	pyro/contrib/oed/eig.py	3	7	17
pyro/ops/dual_averaging.py	pyro/contrib/tracking/assignment.py	3	7	9
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pyro/ops/dual_averaging.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	7	9
pyro/ops/dual_averaging.py	pyro/distributions/empirical.py	3	7	13
pyro/ops/dual_averaging.py	pyro/distributions/gaussian_scale_mixture.py	3	7	9
pyro/ops/dual_averaging.py	pyro/distributions/hmm.py	3	7	30
pyro/ops/dual_averaging.py	pyro/distributions/inverse_gamma.py	3	7	6
pyro/ops/dual_averaging.py	pyro/distributions/lkj.py	3	7	10
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pyro/ops/dual_averaging.py	pyro/distributions/omt_mvn.py	3	7	18
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pyro/ops/dual_averaging.py	pyro/distributions/transforms/block_autoregressive.py	3	7	12
pyro/ops/dual_averaging.py	pyro/distributions/transforms/householder.py	3	7	11
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pyro/ops/dual_averaging.py	pyro/infer/trace_mean_field_elbo.py	3	7	10
pyro/ops/dual_averaging.py	pyro/infer/trace_mmd.py	3	7	6
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pyro/ops/dual_averaging.py	pyro/nn/auto_reg_nn.py	3	7	25
pyro/ops/dual_averaging.py	pyro/nn/dense_nn.py	3	7	6
pyro/ops/dual_averaging.py	pyro/ops/contract.py	3	7	21
pyro/ops/dual_averaging.py	profiler/distributions.py	3	7	11
pyro/ops/dual_averaging.py	pyro/__init__.py	3	7	176
pyro/ops/einsum/__init__.py	examples/baseball.py	3	13	46
pyro/ops/einsum/__init__.py	pyro/distributions/torch_patch.py	3	13	27
pyro/ops/einsum/__init__.py	pyro/ops/contract.py	3	13	21
pyro/ops/einsum/adjoint.py	pyro/distributions/__init__.py	3	7	114
pyro/ops/einsum/adjoint.py	pyro/distributions/torch.py	3	7	40
pyro/ops/einsum/adjoint.py	examples/baseball.py	3	7	46
pyro/ops/einsum/adjoint.py	examples/mixed_hmm/seal_data.py	3	7	5
pyro/ops/einsum/adjoint.py	examples/rsa/search_inference.py	3	7	9
pyro/ops/einsum/adjoint.py	pyro/contrib/easyguide/easyguide.py	3	7	9
pyro/ops/einsum/adjoint.py	pyro/distributions/distribution.py	3	7	44
pyro/ops/einsum/adjoint.py	pyro/distributions/torch_patch.py	3	7	27
pyro/ops/einsum/adjoint.py	pyro/infer/abstract_infer.py	3	7	64
pyro/ops/einsum/adjoint.py	pyro/infer/discrete.py	3	7	11
pyro/ops/einsum/adjoint.py	pyro/infer/elbo.py	3	7	27
pyro/ops/einsum/adjoint.py	pyro/infer/enum.py	3	7	32
pyro/ops/einsum/adjoint.py	pyro/infer/mcmc/api.py	3	7	24
pyro/ops/einsum/adjoint.py	pyro/infer/mcmc/mcmc_kernel.py	3	7	5
pyro/ops/einsum/torch_log.py	pyro/distributions/conjugate.py	3	11	13
pyro/ops/einsum/torch_log.py	pyro/distributions/hmm.py	3	11	30
pyro/ops/einsum/torch_log.py	pyro/distributions/torch_patch.py	3	11	27
pyro/ops/einsum/torch_log.py	pyro/infer/traceenum_elbo.py	3	11	64
pyro/ops/einsum/torch_log.py	pyro/infer/util.py	3	11	49
pyro/ops/einsum/torch_log.py	pyro/ops/einsum/__init__.py	3	11	13
pyro/ops/einsum/torch_map.py	examples/baseball.py	3	5	46
pyro/ops/einsum/torch_map.py	examples/mixed_hmm/seal_data.py	3	5	5
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pyro/ops/einsum/torch_map.py	pyro/contrib/easyguide/easyguide.py	3	5	9
pyro/ops/einsum/torch_map.py	pyro/distributions/distribution.py	3	5	44
pyro/ops/einsum/torch_map.py	pyro/infer/abstract_infer.py	3	5	64
pyro/ops/einsum/torch_map.py	pyro/infer/elbo.py	3	5	27
pyro/ops/einsum/torch_map.py	pyro/infer/enum.py	3	5	32
pyro/ops/einsum/torch_map.py	pyro/infer/mcmc/api.py	3	5	24
pyro/ops/einsum/torch_map.py	pyro/infer/mcmc/mcmc_kernel.py	3	5	5
pyro/ops/einsum/torch_map.py	pyro/infer/util.py	3	5	49
pyro/ops/einsum/torch_marginal.py	pyro/infer/traceenum_elbo.py	3	5	64
pyro/ops/einsum/torch_marginal.py	pyro/ops/contract.py	3	5	21
pyro/ops/einsum/torch_sample.py	examples/baseball.py	3	5	46
pyro/ops/einsum/torch_sample.py	examples/mixed_hmm/seal_data.py	3	5	5
pyro/ops/einsum/torch_sample.py	examples/rsa/search_inference.py	3	5	9
pyro/ops/einsum/torch_sample.py	pyro/contrib/easyguide/easyguide.py	3	5	9
pyro/ops/einsum/torch_sample.py	pyro/distributions/distribution.py	3	5	44
pyro/ops/einsum/torch_sample.py	pyro/distributions/torch_patch.py	3	5	27
pyro/ops/einsum/torch_sample.py	pyro/infer/abstract_infer.py	3	5	64
pyro/ops/einsum/torch_sample.py	pyro/infer/discrete.py	3	5	11
pyro/ops/einsum/torch_sample.py	pyro/infer/elbo.py	3	5	27
pyro/ops/einsum/torch_sample.py	pyro/infer/enum.py	3	5	32
pyro/ops/einsum/torch_sample.py	pyro/infer/mcmc/api.py	3	5	24
pyro/ops/einsum/torch_sample.py	pyro/infer/mcmc/mcmc_kernel.py	3	5	5
pyro/ops/einsum/torch_sample.py	pyro/infer/util.py	3	5	49
pyro/ops/einsum/torch_sample.py	pyro/ops/einsum/torch_log.py	3	5	11
pyro/ops/einsum/torch_sample.py	pyro/ops/einsum/torch_marginal.py	3	5	5
pyro/ops/einsum/util.py	examples/contrib/gp/sv-dkl.py	3	4	34
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pyro/ops/einsum/util.py	examples/sparse_gamma_def.py	3	4	28
pyro/ops/einsum/util.py	profiler/profiling_utils.py	3	4	5
pyro/ops/einsum/util.py	pyro/contrib/autoname/named.py	3	4	5
pyro/ops/einsum/util.py	pyro/contrib/gp/kernels/brownian.py	3	4	12
pyro/ops/einsum/util.py	pyro/contrib/gp/kernels/coregionalize.py	3	4	9
pyro/ops/einsum/util.py	pyro/contrib/gp/kernels/dot_product.py	3	4	13
pyro/ops/einsum/util.py	pyro/contrib/gp/kernels/isotropic.py	3	4	14
pyro/ops/einsum/util.py	pyro/contrib/gp/kernels/kernel.py	3	4	22
pyro/ops/einsum/util.py	pyro/contrib/gp/kernels/periodic.py	3	4	12
pyro/ops/einsum/util.py	pyro/contrib/gp/kernels/static.py	3	4	13
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pyro/ops/einsum/util.py	pyro/contrib/gp/likelihoods/gaussian.py	3	4	18
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pyro/ops/einsum/util.py	pyro/contrib/gp/likelihoods/multi_class.py	3	4	15
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pyro/ops/einsum/util.py	pyro/contrib/gp/models/gplvm.py	3	4	12
pyro/ops/einsum/util.py	pyro/contrib/gp/models/gpr.py	3	4	27
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pyro/ops/einsum/util.py	pyro/contrib/gp/models/sgpr.py	3	4	32
pyro/ops/einsum/util.py	pyro/contrib/gp/models/vgp.py	3	4	21
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pyro/ops/einsum/util.py	pyro/contrib/minipyro.py	3	4	17
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pyro/ops/einsum/util.py	pyro/distributions/gaussian_scale_mixture.py	3	4	9
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pyro/ops/einsum/util.py	pyro/distributions/lkj.py	3	4	10
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pyro/ops/einsum/util.py	pyro/distributions/omt_mvn.py	3	4	18
pyro/ops/einsum/util.py	pyro/distributions/relaxed_straight_through.py	3	4	8
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pyro/ops/einsum/util.py	pyro/distributions/testing/rejection_exponential.py	3	4	9
pyro/ops/einsum/util.py	pyro/distributions/testing/rejection_gamma.py	3	4	19
pyro/ops/einsum/util.py	pyro/distributions/torch.py	3	4	40
pyro/ops/einsum/util.py	pyro/distributions/torch_distribution.py	3	4	39
pyro/ops/einsum/util.py	pyro/distributions/torch_transform.py	3	4	7
pyro/ops/einsum/util.py	pyro/distributions/transforms/affine_coupling.py	3	4	13
pyro/ops/einsum/util.py	pyro/distributions/transforms/block_autoregressive.py	3	4	12
pyro/ops/einsum/util.py	pyro/distributions/transforms/householder.py	3	4	11
pyro/ops/einsum/util.py	pyro/distributions/transforms/permute.py	3	4	13
pyro/ops/einsum/util.py	pyro/distributions/transforms/planar.py	3	4	16
pyro/ops/einsum/util.py	pyro/distributions/transforms/polynomial.py	3	4	9
pyro/ops/einsum/util.py	pyro/distributions/transforms/radial.py	3	4	15
pyro/ops/einsum/util.py	pyro/distributions/transforms/sylvester.py	3	4	12
pyro/ops/einsum/util.py	pyro/distributions/util.py	3	4	62
pyro/ops/einsum/util.py	pyro/distributions/von_mises_3d.py	3	4	4
pyro/ops/einsum/util.py	pyro/infer/abstract_infer.py	3	4	64
pyro/ops/einsum/util.py	pyro/infer/csis.py	3	4	5
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pyro/ops/einsum/util.py	pyro/infer/importance.py	3	4	33
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pyro/ops/einsum/util.py	pyro/infer/mcmc/hmc.py	3	4	77
pyro/ops/einsum/util.py	pyro/infer/mcmc/nuts.py	3	4	59
pyro/ops/einsum/util.py	pyro/infer/renyi_elbo.py	3	4	14
pyro/ops/einsum/util.py	pyro/infer/svi.py	3	4	28
pyro/ops/einsum/util.py	pyro/infer/trace_mean_field_elbo.py	3	4	10
pyro/ops/einsum/util.py	pyro/infer/trace_mmd.py	3	4	6
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pyro/ops/einsum/util.py	pyro/ops/einsum/torch_log.py	3	4	11
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pyro/ops/einsum/util.py	pyro/ops/einsum/torch_marginal.py	3	4	5
pyro/ops/einsum/util.py	pyro/ops/einsum/torch_sample.py	3	4	5
pyro/ops/indexing.py	examples/contrib/gp/sv-dkl.py	3	6	34
pyro/ops/indexing.py	examples/rsa/search_inference.py	3	6	9
pyro/ops/indexing.py	examples/sparse_gamma_def.py	3	6	28
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pyro/ops/indexing.py	pyro/contrib/gp/kernels/brownian.py	3	6	12
pyro/ops/indexing.py	pyro/contrib/gp/kernels/coregionalize.py	3	6	9
pyro/ops/indexing.py	pyro/contrib/gp/kernels/dot_product.py	3	6	13
pyro/ops/indexing.py	pyro/contrib/gp/kernels/isotropic.py	3	6	14
pyro/ops/indexing.py	pyro/contrib/gp/kernels/kernel.py	3	6	22
pyro/ops/indexing.py	pyro/contrib/gp/kernels/periodic.py	3	6	12
pyro/ops/indexing.py	pyro/contrib/gp/kernels/static.py	3	6	13
pyro/ops/indexing.py	pyro/contrib/gp/likelihoods/binary.py	3	6	17
pyro/ops/indexing.py	pyro/contrib/gp/likelihoods/gaussian.py	3	6	18
pyro/ops/indexing.py	pyro/contrib/gp/likelihoods/likelihood.py	3	6	12
pyro/ops/indexing.py	pyro/contrib/gp/likelihoods/multi_class.py	3	6	15
pyro/ops/indexing.py	pyro/contrib/gp/likelihoods/poisson.py	3	6	11
pyro/ops/indexing.py	pyro/contrib/gp/models/gplvm.py	3	6	12
pyro/ops/indexing.py	pyro/contrib/gp/models/gpr.py	3	6	27
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pyro/ops/indexing.py	pyro/contrib/gp/models/sgpr.py	3	6	32
pyro/ops/indexing.py	pyro/contrib/gp/models/vgp.py	3	6	21
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pyro/ops/indexing.py	pyro/contrib/oed/eig.py	3	6	17
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pyro/ops/indexing.py	pyro/contrib/tracking/distributions.py	3	6	6
pyro/ops/indexing.py	pyro/contrib/tracking/hashing.py	3	6	8
pyro/ops/indexing.py	pyro/distributions/avf_mvn.py	3	6	6
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pyro/ops/indexing.py	pyro/distributions/delta.py	3	6	44
pyro/ops/indexing.py	pyro/distributions/diag_normal_mixture.py	3	6	8
pyro/ops/indexing.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	6	9
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pyro/ops/indexing.py	pyro/distributions/gaussian_scale_mixture.py	3	6	9
pyro/ops/indexing.py	pyro/distributions/hmm.py	3	6	30
pyro/ops/indexing.py	pyro/distributions/inverse_gamma.py	3	6	6
pyro/ops/indexing.py	pyro/distributions/lkj.py	3	6	10
pyro/ops/indexing.py	pyro/distributions/omt_mvn.py	3	6	18
pyro/ops/indexing.py	pyro/distributions/relaxed_straight_through.py	3	6	8
pyro/ops/indexing.py	pyro/distributions/testing/naive_dirichlet.py	3	6	7
pyro/ops/indexing.py	pyro/distributions/testing/rejection_exponential.py	3	6	9
pyro/ops/indexing.py	pyro/distributions/testing/rejection_gamma.py	3	6	19
pyro/ops/indexing.py	pyro/distributions/torch.py	3	6	40
pyro/ops/indexing.py	pyro/distributions/torch_transform.py	3	6	7
pyro/ops/indexing.py	pyro/distributions/transforms/affine_coupling.py	3	6	13
pyro/ops/indexing.py	pyro/distributions/transforms/householder.py	3	6	11
pyro/ops/indexing.py	pyro/distributions/transforms/permute.py	3	6	13
pyro/ops/indexing.py	pyro/distributions/transforms/planar.py	3	6	16
pyro/ops/indexing.py	pyro/distributions/transforms/polynomial.py	3	6	9
pyro/ops/indexing.py	pyro/distributions/transforms/radial.py	3	6	15
pyro/ops/indexing.py	pyro/distributions/transforms/sylvester.py	3	6	12
pyro/ops/indexing.py	pyro/distributions/von_mises_3d.py	3	6	4
pyro/ops/indexing.py	pyro/infer/abstract_infer.py	3	6	64
pyro/ops/indexing.py	pyro/infer/csis.py	3	6	5
pyro/ops/indexing.py	pyro/infer/discrete.py	3	6	11
pyro/ops/indexing.py	pyro/infer/importance.py	3	6	33
pyro/ops/indexing.py	pyro/infer/mcmc/api.py	3	6	24
pyro/ops/indexing.py	pyro/infer/mcmc/hmc.py	3	6	77
pyro/ops/indexing.py	pyro/infer/mcmc/nuts.py	3	6	59
pyro/ops/indexing.py	pyro/infer/renyi_elbo.py	3	6	14
pyro/ops/indexing.py	pyro/infer/svi.py	3	6	28
pyro/ops/indexing.py	pyro/infer/trace_mean_field_elbo.py	3	6	10
pyro/ops/indexing.py	pyro/infer/trace_mmd.py	3	6	6
pyro/ops/indexing.py	pyro/infer/traceenum_elbo.py	3	6	64
pyro/ops/indexing.py	pyro/infer/util.py	3	6	49
pyro/ops/indexing.py	pyro/nn/auto_reg_nn.py	3	6	25
pyro/ops/indexing.py	pyro/nn/dense_nn.py	3	6	6
pyro/ops/indexing.py	pyro/ops/contract.py	3	6	21
pyro/ops/indexing.py	pyro/ops/dual_averaging.py	3	6	7
pyro/ops/indexing.py	pyro/ops/einsum/util.py	3	6	4
pyro/ops/indexing.py	examples/capture_recapture/cjs.py	3	6	9
pyro/ops/indexing.py	pyro/distributions/rejector.py	3	6	10
pyro/ops/indexing.py	pyro/distributions/score_parts.py	3	6	7
pyro/ops/integrator.py	pyro/infer/mcmc/adaptation.py	3	16	11
pyro/ops/integrator.py	examples/baseball.py	3	16	46
pyro/ops/integrator.py	pyro/__init__.py	3	16	176
pyro/ops/integrator.py	pyro/contrib/gp/__init__.py	3	16	14
pyro/ops/integrator.py	pyro/contrib/gp/kernels/isotropic.py	3	16	14
pyro/ops/integrator.py	pyro/distributions/distribution.py	3	16	44
pyro/ops/integrator.py	pyro/distributions/torch.py	3	16	40
pyro/ops/integrator.py	pyro/distributions/torch_distribution.py	3	16	39
pyro/ops/integrator.py	pyro/distributions/util.py	3	16	62
pyro/ops/integrator.py	pyro/infer/mcmc/api.py	3	16	24
pyro/ops/integrator.py	pyro/infer/util.py	3	16	49
pyro/ops/integrator.py	pyro/nn/auto_reg_nn.py	3	16	25
pyro/ops/integrator.py	pyro/ops/dual_averaging.py	3	16	7
pyro/ops/jit.py	examples/contrib/gp/sv-dkl.py	3	9	34
pyro/ops/jit.py	examples/rsa/search_inference.py	3	9	9
pyro/ops/jit.py	examples/sparse_gamma_def.py	3	9	28
pyro/ops/jit.py	examples/vae/utils/mnist_cached.py	3	9	9
pyro/ops/jit.py	profiler/profiling_utils.py	3	9	5
pyro/ops/jit.py	pyro/contrib/autoname/named.py	3	9	5
pyro/ops/jit.py	pyro/contrib/gp/kernels/brownian.py	3	9	12
pyro/ops/jit.py	pyro/contrib/gp/kernels/coregionalize.py	3	9	9
pyro/ops/jit.py	pyro/contrib/gp/kernels/dot_product.py	3	9	13
pyro/ops/jit.py	pyro/contrib/gp/kernels/isotropic.py	3	9	14
pyro/ops/jit.py	pyro/contrib/gp/kernels/kernel.py	3	9	22
pyro/ops/jit.py	pyro/contrib/gp/kernels/periodic.py	3	9	12
pyro/ops/jit.py	pyro/contrib/gp/kernels/static.py	3	9	13
pyro/ops/jit.py	pyro/contrib/gp/likelihoods/binary.py	3	9	17
pyro/ops/jit.py	pyro/contrib/gp/likelihoods/gaussian.py	3	9	18
pyro/ops/jit.py	pyro/contrib/gp/likelihoods/likelihood.py	3	9	12
pyro/ops/jit.py	pyro/contrib/gp/likelihoods/multi_class.py	3	9	15
pyro/ops/jit.py	pyro/contrib/gp/likelihoods/poisson.py	3	9	11
pyro/ops/jit.py	pyro/contrib/gp/models/model.py	3	9	24
pyro/ops/jit.py	pyro/contrib/gp/parameterized.py	3	9	8
pyro/ops/jit.py	pyro/contrib/minipyro.py	3	9	17
pyro/ops/jit.py	pyro/contrib/tracking/assignment.py	3	9	9
pyro/ops/jit.py	pyro/contrib/tracking/distributions.py	3	9	6
pyro/ops/jit.py	pyro/contrib/tracking/hashing.py	3	9	8
pyro/ops/jit.py	pyro/distributions/avf_mvn.py	3	9	6
pyro/ops/jit.py	pyro/distributions/conjugate.py	3	9	13
pyro/ops/jit.py	pyro/distributions/empirical.py	3	9	13
pyro/ops/jit.py	pyro/distributions/gaussian_scale_mixture.py	3	9	9
pyro/ops/jit.py	pyro/distributions/hmm.py	3	9	30
pyro/ops/jit.py	pyro/distributions/inverse_gamma.py	3	9	6
pyro/ops/jit.py	pyro/distributions/lkj.py	3	9	10
pyro/ops/jit.py	pyro/distributions/mixture.py	3	9	8
pyro/ops/jit.py	pyro/distributions/spanning_tree.py	3	9	7
pyro/ops/jit.py	pyro/distributions/testing/naive_dirichlet.py	3	9	7
pyro/ops/jit.py	pyro/distributions/testing/rejection_exponential.py	3	9	9
pyro/ops/jit.py	pyro/distributions/torch_transform.py	3	9	7
pyro/ops/jit.py	pyro/distributions/transforms/affine_coupling.py	3	9	13
pyro/ops/jit.py	pyro/distributions/transforms/block_autoregressive.py	3	9	12
pyro/ops/jit.py	pyro/distributions/transforms/householder.py	3	9	11
pyro/ops/jit.py	pyro/distributions/transforms/permute.py	3	9	13
pyro/ops/jit.py	pyro/distributions/transforms/planar.py	3	9	16
pyro/ops/jit.py	pyro/distributions/transforms/polynomial.py	3	9	9
pyro/ops/jit.py	pyro/distributions/transforms/radial.py	3	9	15
pyro/ops/jit.py	pyro/distributions/transforms/sylvester.py	3	9	12
pyro/ops/jit.py	pyro/distributions/von_mises_3d.py	3	9	4
pyro/ops/jit.py	pyro/infer/abstract_infer.py	3	9	64
pyro/ops/jit.py	pyro/infer/csis.py	3	9	5
pyro/ops/jit.py	pyro/infer/discrete.py	3	9	11
pyro/ops/jit.py	pyro/infer/importance.py	3	9	33
pyro/ops/jit.py	pyro/infer/mcmc/api.py	3	9	24
pyro/ops/jit.py	pyro/infer/mcmc/util.py	3	9	35
pyro/ops/jit.py	pyro/infer/renyi_elbo.py	3	9	14
pyro/ops/jit.py	pyro/infer/svi.py	3	9	28
pyro/ops/jit.py	pyro/infer/trace_mmd.py	3	9	6
pyro/ops/jit.py	pyro/infer/util.py	3	9	49
pyro/ops/jit.py	pyro/nn/auto_reg_nn.py	3	9	25
pyro/ops/jit.py	pyro/nn/dense_nn.py	3	9	6
pyro/ops/jit.py	pyro/ops/contract.py	3	9	21
pyro/ops/jit.py	pyro/ops/dual_averaging.py	3	9	7
pyro/ops/jit.py	pyro/ops/einsum/util.py	3	9	4
pyro/ops/jit.py	pyro/ops/indexing.py	3	9	6
pyro/ops/jit.py	examples/baseball.py	3	9	46
pyro/ops/jit.py	examples/eight_schools/mcmc.py	3	9	29
pyro/ops/jit.py	pyro/contrib/examples/util.py	3	9	9
pyro/ops/jit.py	pyro/contrib/gp/util.py	3	9	19
pyro/ops/jit.py	pyro/distributions/__init__.py	3	9	114
pyro/ops/jit.py	pyro/distributions/torch_patch.py	3	9	27
pyro/ops/jit.py	pyro/infer/__init__.py	3	9	44
pyro/ops/jit.py	pyro/infer/enum.py	3	9	32
pyro/ops/linalg.py	examples/baseball.py	3	5	46
pyro/ops/linalg.py	examples/hmm.py	3	5	45
pyro/ops/linalg.py	examples/lkj.py	3	5	20
pyro/ops/linalg.py	pyro/contrib/minipyro.py	3	5	17
pyro/ops/linalg.py	pyro/contrib/oed/util.py	3	5	8
pyro/ops/linalg.py	pyro/contrib/tracking/assignment.py	3	5	9
pyro/ops/linalg.py	pyro/contrib/tracking/distributions.py	3	5	6
pyro/ops/linalg.py	pyro/distributions/avf_mvn.py	3	5	6
pyro/ops/linalg.py	pyro/distributions/conjugate.py	3	5	13
pyro/ops/linalg.py	pyro/distributions/delta.py	3	5	44
pyro/ops/linalg.py	pyro/distributions/diag_normal_mixture.py	3	5	8
pyro/ops/linalg.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	5	9
pyro/ops/linalg.py	pyro/distributions/lkj.py	3	5	10
pyro/ops/linalg.py	pyro/distributions/omt_mvn.py	3	5	18
pyro/ops/linalg.py	pyro/distributions/relaxed_straight_through.py	3	5	8
pyro/ops/linalg.py	pyro/distributions/spanning_tree.py	3	5	7
pyro/ops/linalg.py	pyro/distributions/testing/rejection_gamma.py	3	5	19
pyro/ops/linalg.py	pyro/distributions/util.py	3	5	62
pyro/ops/linalg.py	pyro/infer/abstract_infer.py	3	5	64
pyro/ops/linalg.py	pyro/infer/mcmc/hmc.py	3	5	77
pyro/ops/linalg.py	pyro/infer/mcmc/nuts.py	3	5	59
pyro/ops/linalg.py	pyro/infer/renyi_elbo.py	3	5	14
pyro/ops/linalg.py	pyro/infer/tracegraph_elbo.py	3	5	70
pyro/ops/linalg.py	pyro/infer/util.py	3	5	49
pyro/ops/linalg.py	pyro/ops/contract.py	3	5	21
pyro/ops/newton.py	examples/baseball.py	3	9	46
pyro/ops/newton.py	examples/eight_schools/mcmc.py	3	9	29
pyro/ops/newton.py	examples/eight_schools/svi.py	3	9	22
pyro/ops/newton.py	examples/rsa/search_inference.py	3	9	9
pyro/ops/newton.py	pyro/contrib/gp/models/gpr.py	3	9	27
pyro/ops/newton.py	pyro/contrib/gp/models/vgp.py	3	9	21
pyro/ops/newton.py	pyro/contrib/gp/models/vsgp.py	3	9	11
pyro/ops/newton.py	pyro/contrib/gp/util.py	3	9	19
pyro/ops/newton.py	pyro/contrib/oed/util.py	3	9	8
pyro/ops/newton.py	pyro/contrib/tracking/assignment.py	3	9	9
pyro/ops/newton.py	pyro/distributions/avf_mvn.py	3	9	6
pyro/ops/newton.py	pyro/distributions/delta.py	3	9	44
pyro/ops/newton.py	pyro/distributions/empirical.py	3	9	13
pyro/ops/newton.py	pyro/distributions/omt_mvn.py	3	9	18
pyro/ops/newton.py	pyro/distributions/util.py	3	9	62
pyro/ops/newton.py	pyro/ops/dual_averaging.py	3	9	7
pyro/ops/newton.py	pyro/ops/linalg.py	3	9	5
pyro/ops/packed.py	examples/baseball.py	3	10	46
pyro/ops/packed.py	examples/capture_recapture/cjs.py	3	10	9
pyro/ops/packed.py	examples/lkj.py	3	10	20
pyro/ops/packed.py	pyro/__init__.py	3	10	176
pyro/ops/packed.py	pyro/contrib/minipyro.py	3	10	17
pyro/ops/packed.py	pyro/contrib/tracking/assignment.py	3	10	9
pyro/ops/packed.py	pyro/contrib/tracking/distributions.py	3	10	6
pyro/ops/packed.py	pyro/distributions/avf_mvn.py	3	10	6
pyro/ops/packed.py	pyro/distributions/conjugate.py	3	10	13
pyro/ops/packed.py	pyro/distributions/delta.py	3	10	44
pyro/ops/packed.py	pyro/distributions/diag_normal_mixture.py	3	10	8
pyro/ops/packed.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	10	9
pyro/ops/packed.py	pyro/distributions/lkj.py	3	10	10
pyro/ops/packed.py	pyro/distributions/mixture.py	3	10	8
pyro/ops/packed.py	pyro/distributions/omt_mvn.py	3	10	18
pyro/ops/packed.py	pyro/distributions/rejector.py	3	10	10
pyro/ops/packed.py	pyro/distributions/relaxed_straight_through.py	3	10	8
pyro/ops/packed.py	pyro/distributions/score_parts.py	3	10	7
pyro/ops/packed.py	pyro/distributions/testing/rejection_gamma.py	3	10	19
pyro/ops/packed.py	pyro/distributions/torch_distribution.py	3	10	39
pyro/ops/packed.py	pyro/distributions/torch_patch.py	3	10	27
pyro/ops/packed.py	pyro/distributions/transforms/block_autoregressive.py	3	10	12
pyro/ops/packed.py	pyro/infer/abstract_infer.py	3	10	64
pyro/ops/packed.py	pyro/infer/mcmc/util.py	3	10	35
pyro/ops/packed.py	pyro/infer/renyi_elbo.py	3	10	14
pyro/ops/packed.py	pyro/infer/tracegraph_elbo.py	3	10	70
pyro/ops/packed.py	pyro/ops/einsum/adjoint.py	3	10	7
pyro/ops/packed.py	pyro/ops/einsum/torch_log.py	3	10	11
pyro/ops/packed.py	pyro/ops/einsum/torch_map.py	3	10	5
pyro/ops/packed.py	pyro/ops/einsum/torch_marginal.py	3	10	5
pyro/ops/packed.py	pyro/ops/einsum/torch_sample.py	3	10	5
pyro/ops/packed.py	pyro/ops/einsum/util.py	3	10	4
pyro/ops/packed.py	pyro/ops/indexing.py	3	10	6
pyro/ops/packed.py	pyro/ops/linalg.py	3	10	5
pyro/ops/rings.py	examples/contrib/gp/sv-dkl.py	3	10	34
pyro/ops/rings.py	examples/sparse_gamma_def.py	3	10	28
pyro/ops/rings.py	examples/vae/vae_comparison.py	3	10	29
pyro/ops/rings.py	profiler/profiling_utils.py	3	10	5
pyro/ops/rings.py	pyro/contrib/autoname/named.py	3	10	5
pyro/ops/rings.py	pyro/contrib/gp/kernels/brownian.py	3	10	12
pyro/ops/rings.py	pyro/contrib/gp/kernels/coregionalize.py	3	10	9
pyro/ops/rings.py	pyro/contrib/gp/kernels/dot_product.py	3	10	13
pyro/ops/rings.py	pyro/contrib/gp/kernels/isotropic.py	3	10	14
pyro/ops/rings.py	pyro/contrib/gp/kernels/kernel.py	3	10	22
pyro/ops/rings.py	pyro/contrib/gp/kernels/periodic.py	3	10	12
pyro/ops/rings.py	pyro/contrib/gp/kernels/static.py	3	10	13
pyro/ops/rings.py	pyro/contrib/gp/likelihoods/binary.py	3	10	17
pyro/ops/rings.py	pyro/contrib/gp/likelihoods/gaussian.py	3	10	18
pyro/ops/rings.py	pyro/contrib/gp/likelihoods/likelihood.py	3	10	12
pyro/ops/rings.py	pyro/contrib/gp/likelihoods/multi_class.py	3	10	15
pyro/ops/rings.py	pyro/contrib/gp/likelihoods/poisson.py	3	10	11
pyro/ops/rings.py	pyro/contrib/gp/models/gplvm.py	3	10	12
pyro/ops/rings.py	pyro/contrib/gp/models/gpr.py	3	10	27
pyro/ops/rings.py	pyro/contrib/gp/models/model.py	3	10	24
pyro/ops/rings.py	pyro/contrib/gp/models/sgpr.py	3	10	32
pyro/ops/rings.py	pyro/contrib/gp/models/vgp.py	3	10	21
pyro/ops/rings.py	pyro/contrib/gp/models/vsgp.py	3	10	11
pyro/ops/rings.py	pyro/contrib/gp/parameterized.py	3	10	8
pyro/ops/rings.py	pyro/contrib/minipyro.py	3	10	17
pyro/ops/rings.py	pyro/contrib/oed/eig.py	3	10	17
pyro/ops/rings.py	pyro/contrib/oed/search.py	3	10	4
pyro/ops/rings.py	pyro/contrib/tracking/assignment.py	3	10	9
pyro/ops/rings.py	pyro/contrib/tracking/distributions.py	3	10	6
pyro/ops/rings.py	pyro/contrib/tracking/dynamic_models.py	3	10	7
pyro/ops/rings.py	pyro/contrib/tracking/hashing.py	3	10	8
pyro/ops/rings.py	pyro/contrib/tracking/measurements.py	3	10	5
pyro/ops/rings.py	pyro/distributions/avf_mvn.py	3	10	6
pyro/ops/rings.py	pyro/distributions/conjugate.py	3	10	13
pyro/ops/rings.py	pyro/distributions/delta.py	3	10	44
pyro/ops/rings.py	pyro/distributions/diag_normal_mixture.py	3	10	8
pyro/ops/rings.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	10	9
pyro/ops/rings.py	pyro/distributions/empirical.py	3	10	13
pyro/ops/rings.py	pyro/distributions/gaussian_scale_mixture.py	3	10	9
pyro/ops/rings.py	pyro/distributions/hmm.py	3	10	30
pyro/ops/rings.py	pyro/distributions/inverse_gamma.py	3	10	6
pyro/ops/rings.py	pyro/distributions/lkj.py	3	10	10
pyro/ops/rings.py	pyro/distributions/mixture.py	3	10	8
pyro/ops/rings.py	pyro/distributions/omt_mvn.py	3	10	18
pyro/ops/rings.py	pyro/distributions/relaxed_straight_through.py	3	10	8
pyro/ops/rings.py	pyro/distributions/spanning_tree.py	3	10	7
pyro/ops/rings.py	pyro/distributions/testing/naive_dirichlet.py	3	10	7
pyro/ops/rings.py	pyro/distributions/testing/rejection_exponential.py	3	10	9
pyro/ops/rings.py	pyro/distributions/testing/rejection_gamma.py	3	10	19
pyro/ops/rings.py	pyro/distributions/torch.py	3	10	40
pyro/ops/rings.py	pyro/distributions/torch_distribution.py	3	10	39
pyro/ops/rings.py	pyro/distributions/torch_transform.py	3	10	7
pyro/ops/rings.py	pyro/distributions/transforms/affine_coupling.py	3	10	13
pyro/ops/rings.py	pyro/distributions/transforms/block_autoregressive.py	3	10	12
pyro/ops/rings.py	pyro/distributions/transforms/householder.py	3	10	11
pyro/ops/rings.py	pyro/distributions/transforms/permute.py	3	10	13
pyro/ops/rings.py	pyro/distributions/transforms/planar.py	3	10	16
pyro/ops/rings.py	pyro/distributions/transforms/polynomial.py	3	10	9
pyro/ops/rings.py	pyro/distributions/transforms/radial.py	3	10	15
pyro/ops/rings.py	pyro/distributions/transforms/sylvester.py	3	10	12
pyro/ops/rings.py	pyro/distributions/von_mises_3d.py	3	10	4
pyro/ops/rings.py	pyro/infer/csis.py	3	10	5
pyro/ops/rings.py	pyro/infer/discrete.py	3	10	11
pyro/ops/rings.py	pyro/infer/importance.py	3	10	33
pyro/ops/rings.py	pyro/infer/mcmc/hmc.py	3	10	77
pyro/ops/rings.py	pyro/infer/mcmc/nuts.py	3	10	59
pyro/ops/rings.py	pyro/infer/renyi_elbo.py	3	10	14
pyro/ops/rings.py	pyro/infer/svi.py	3	10	28
pyro/ops/rings.py	pyro/infer/trace_mean_field_elbo.py	3	10	10
pyro/ops/rings.py	pyro/infer/trace_mmd.py	3	10	6
pyro/ops/rings.py	pyro/nn/auto_reg_nn.py	3	10	25
pyro/ops/rings.py	pyro/nn/dense_nn.py	3	10	6
pyro/ops/rings.py	pyro/ops/dual_averaging.py	3	10	7
pyro/ops/rings.py	pyro/ops/indexing.py	3	10	6
pyro/ops/rings.py	pyro/ops/jit.py	3	10	9
pyro/ops/rings.py	examples/baseball.py	3	10	46
pyro/ops/rings.py	examples/einsum.py	3	10	3
pyro/ops/rings.py	examples/mixed_hmm/seal_data.py	3	10	5
pyro/ops/rings.py	pyro/contrib/easyguide/easyguide.py	3	10	9
pyro/ops/rings.py	pyro/distributions/distribution.py	3	10	44
pyro/ops/rings.py	pyro/infer/elbo.py	3	10	27
pyro/ops/rings.py	pyro/infer/enum.py	3	10	32
pyro/ops/rings.py	pyro/infer/mcmc/mcmc_kernel.py	3	10	5
pyro/ops/ssm_gp.py	examples/contrib/timeseries/gp_models.py	3	6	10
pyro/ops/ssm_gp.py	pyro/contrib/timeseries/__init__.py	3	6	9
pyro/ops/ssm_gp.py	pyro/contrib/timeseries/lgssm.py	3	6	8
pyro/ops/ssm_gp.py	pyro/contrib/timeseries/lgssmgp.py	3	6	7
pyro/ops/stats.py	pyro/contrib/__init__.py	3	17	17
pyro/ops/stats.py	examples/hmm.py	3	17	45
pyro/ops/stats.py	examples/lkj.py	3	17	20
pyro/ops/stats.py	pyro/contrib/minipyro.py	3	17	17
pyro/ops/stats.py	pyro/contrib/tracking/assignment.py	3	17	9
pyro/ops/stats.py	pyro/contrib/tracking/distributions.py	3	17	6
pyro/ops/stats.py	pyro/distributions/avf_mvn.py	3	17	6
pyro/ops/stats.py	pyro/distributions/conjugate.py	3	17	13
pyro/ops/stats.py	pyro/distributions/delta.py	3	17	44
pyro/ops/stats.py	pyro/distributions/diag_normal_mixture.py	3	17	8
pyro/ops/stats.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	17	9
pyro/ops/stats.py	pyro/distributions/gaussian_scale_mixture.py	3	17	9
pyro/ops/stats.py	pyro/distributions/omt_mvn.py	3	17	18
pyro/ops/stats.py	pyro/distributions/relaxed_straight_through.py	3	17	8
pyro/ops/stats.py	pyro/distributions/spanning_tree.py	3	17	7
pyro/ops/stats.py	pyro/distributions/testing/rejection_gamma.py	3	17	19
pyro/ops/stats.py	pyro/distributions/util.py	3	17	62
pyro/ops/stats.py	pyro/infer/elbo.py	3	17	27
pyro/ops/stats.py	pyro/infer/importance.py	3	17	33
pyro/ops/stats.py	pyro/infer/mcmc/api.py	3	17	24
pyro/ops/stats.py	pyro/infer/mcmc/mcmc_kernel.py	3	17	5
pyro/ops/stats.py	pyro/infer/util.py	3	17	49
pyro/ops/stats.py	pyro/nn/auto_reg_nn.py	3	17	25
pyro/ops/stats.py	pyro/ops/contract.py	3	17	21
pyro/ops/stats.py	pyro/ops/linalg.py	3	17	5
pyro/ops/stats.py	pyro/ops/packed.py	3	17	10
pyro/ops/tensor_utils.py	pyro/distributions/hmm.py	3	15	30
pyro/ops/tensor_utils.py	pyro/ops/einsum/torch_log.py	3	15	11
pyro/ops/tensor_utils.py	pyro/distributions/transforms/__init__.py	3	15	30
pyro/ops/tensor_utils.py	pyro/contrib/timeseries/gp.py	3	15	12
pyro/ops/welford.py	pyro/infer/mcmc/adaptation.py	3	6	11
pyro/ops/welford.py	pyro/infer/mcmc/nuts.py	3	6	59
pyro/ops/welford.py	pyro/ops/dual_averaging.py	3	6	7
pyro/optim/__init__.py	pyro/ops/stats.py	3	17	17
pyro/optim/__init__.py	examples/air/main.py	3	17	37
pyro/optim/__init__.py	examples/dmm/polyphonic_data_loader.py	3	17	16
pyro/optim/__init__.py	profiler/distributions.py	3	17	11
pyro/optim/__init__.py	pyro/contrib/gp/kernels/kernel.py	3	17	22
pyro/optim/__init__.py	pyro/contrib/gp/kernels/periodic.py	3	17	12
pyro/optim/__init__.py	pyro/contrib/gp/likelihoods/__init__.py	3	17	8
pyro/optim/__init__.py	pyro/contrib/gp/models/gpr.py	3	17	27
pyro/optim/__init__.py	pyro/contrib/gp/models/sgpr.py	3	17	32
pyro/optim/__init__.py	pyro/distributions/empirical.py	3	17	13
pyro/optim/__init__.py	pyro/distributions/omt_mvn.py	3	17	18
pyro/optim/__init__.py	pyro/infer/enum.py	3	17	32
pyro/optim/__init__.py	pyro/infer/importance.py	3	17	33
pyro/optim/__init__.py	pyro/infer/mcmc/hmc.py	3	17	77
pyro/optim/__init__.py	pyro/infer/mcmc/nuts.py	3	17	59
pyro/optim/__init__.py	pyro/nn/auto_reg_nn.py	3	17	25
pyro/optim/adagrad_rmsprop.py	examples/contrib/gp/sv-dkl.py	3	6	34
pyro/optim/adagrad_rmsprop.py	examples/hmm.py	3	6	45
pyro/optim/adagrad_rmsprop.py	examples/rsa/search_inference.py	3	6	9
pyro/optim/adagrad_rmsprop.py	examples/sparse_gamma_def.py	3	6	28
pyro/optim/adagrad_rmsprop.py	profiler/profiling_utils.py	3	6	5
pyro/optim/adagrad_rmsprop.py	pyro/contrib/autoname/named.py	3	6	5
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/kernels/brownian.py	3	6	12
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/kernels/coregionalize.py	3	6	9
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/kernels/dot_product.py	3	6	13
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/kernels/isotropic.py	3	6	14
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/kernels/kernel.py	3	6	22
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/kernels/periodic.py	3	6	12
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/kernels/static.py	3	6	13
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/likelihoods/binary.py	3	6	17
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/likelihoods/gaussian.py	3	6	18
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/likelihoods/likelihood.py	3	6	12
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/likelihoods/multi_class.py	3	6	15
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/likelihoods/poisson.py	3	6	11
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/models/gplvm.py	3	6	12
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/models/gpr.py	3	6	27
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/models/model.py	3	6	24
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/models/sgpr.py	3	6	32
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/models/vgp.py	3	6	21
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/models/vsgp.py	3	6	11
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/parameterized.py	3	6	8
pyro/optim/adagrad_rmsprop.py	pyro/contrib/minipyro.py	3	6	17
pyro/optim/adagrad_rmsprop.py	pyro/contrib/oed/eig.py	3	6	17
pyro/optim/adagrad_rmsprop.py	pyro/contrib/tracking/assignment.py	3	6	9
pyro/optim/adagrad_rmsprop.py	pyro/contrib/tracking/distributions.py	3	6	6
pyro/optim/adagrad_rmsprop.py	pyro/contrib/tracking/hashing.py	3	6	8
pyro/optim/adagrad_rmsprop.py	pyro/distributions/avf_mvn.py	3	6	6
pyro/optim/adagrad_rmsprop.py	pyro/distributions/conjugate.py	3	6	13
pyro/optim/adagrad_rmsprop.py	pyro/distributions/delta.py	3	6	44
pyro/optim/adagrad_rmsprop.py	pyro/distributions/diag_normal_mixture.py	3	6	8
pyro/optim/adagrad_rmsprop.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	6	9
pyro/optim/adagrad_rmsprop.py	pyro/distributions/empirical.py	3	6	13
pyro/optim/adagrad_rmsprop.py	pyro/distributions/gaussian_scale_mixture.py	3	6	9
pyro/optim/adagrad_rmsprop.py	pyro/distributions/hmm.py	3	6	30
pyro/optim/adagrad_rmsprop.py	pyro/distributions/inverse_gamma.py	3	6	6
pyro/optim/adagrad_rmsprop.py	pyro/distributions/lkj.py	3	6	10
pyro/optim/adagrad_rmsprop.py	pyro/distributions/mixture.py	3	6	8
pyro/optim/adagrad_rmsprop.py	pyro/distributions/omt_mvn.py	3	6	18
pyro/optim/adagrad_rmsprop.py	pyro/distributions/relaxed_straight_through.py	3	6	8
pyro/optim/adagrad_rmsprop.py	pyro/distributions/spanning_tree.py	3	6	7
pyro/optim/adagrad_rmsprop.py	pyro/distributions/testing/naive_dirichlet.py	3	6	7
pyro/optim/adagrad_rmsprop.py	pyro/distributions/testing/rejection_exponential.py	3	6	9
pyro/optim/adagrad_rmsprop.py	pyro/distributions/testing/rejection_gamma.py	3	6	19
pyro/optim/adagrad_rmsprop.py	pyro/distributions/torch.py	3	6	40
pyro/optim/adagrad_rmsprop.py	pyro/distributions/torch_distribution.py	3	6	39
pyro/optim/adagrad_rmsprop.py	pyro/distributions/torch_transform.py	3	6	7
pyro/optim/adagrad_rmsprop.py	pyro/distributions/transforms/affine_coupling.py	3	6	13
pyro/optim/adagrad_rmsprop.py	pyro/distributions/transforms/block_autoregressive.py	3	6	12
pyro/optim/adagrad_rmsprop.py	pyro/distributions/transforms/householder.py	3	6	11
pyro/optim/adagrad_rmsprop.py	pyro/distributions/transforms/permute.py	3	6	13
pyro/optim/adagrad_rmsprop.py	pyro/distributions/transforms/planar.py	3	6	16
pyro/optim/adagrad_rmsprop.py	pyro/distributions/transforms/polynomial.py	3	6	9
pyro/optim/adagrad_rmsprop.py	pyro/distributions/transforms/radial.py	3	6	15
pyro/optim/adagrad_rmsprop.py	pyro/distributions/transforms/sylvester.py	3	6	12
pyro/optim/adagrad_rmsprop.py	pyro/distributions/util.py	3	6	62
pyro/optim/adagrad_rmsprop.py	pyro/distributions/von_mises_3d.py	3	6	4
pyro/optim/adagrad_rmsprop.py	pyro/infer/abstract_infer.py	3	6	64
pyro/optim/adagrad_rmsprop.py	pyro/infer/csis.py	3	6	5
pyro/optim/adagrad_rmsprop.py	pyro/infer/discrete.py	3	6	11
pyro/optim/adagrad_rmsprop.py	pyro/infer/importance.py	3	6	33
pyro/optim/adagrad_rmsprop.py	pyro/infer/mcmc/api.py	3	6	24
pyro/optim/adagrad_rmsprop.py	pyro/infer/mcmc/hmc.py	3	6	77
pyro/optim/adagrad_rmsprop.py	pyro/infer/mcmc/nuts.py	3	6	59
pyro/optim/adagrad_rmsprop.py	pyro/infer/renyi_elbo.py	3	6	14
pyro/optim/adagrad_rmsprop.py	pyro/infer/svi.py	3	6	28
pyro/optim/adagrad_rmsprop.py	pyro/infer/trace_mean_field_elbo.py	3	6	10
pyro/optim/adagrad_rmsprop.py	pyro/infer/trace_mmd.py	3	6	6
pyro/optim/adagrad_rmsprop.py	pyro/infer/traceenum_elbo.py	3	6	64
pyro/optim/adagrad_rmsprop.py	pyro/infer/util.py	3	6	49
pyro/optim/adagrad_rmsprop.py	pyro/nn/auto_reg_nn.py	3	6	25
pyro/optim/adagrad_rmsprop.py	pyro/nn/dense_nn.py	3	6	6
pyro/optim/adagrad_rmsprop.py	pyro/ops/contract.py	3	6	21
pyro/optim/adagrad_rmsprop.py	pyro/ops/dual_averaging.py	3	6	7
pyro/optim/adagrad_rmsprop.py	pyro/ops/einsum/util.py	3	6	4
pyro/optim/adagrad_rmsprop.py	pyro/ops/indexing.py	3	6	6
pyro/optim/adagrad_rmsprop.py	pyro/ops/jit.py	3	6	9
pyro/optim/adagrad_rmsprop.py	pyro/ops/rings.py	3	6	10
pyro/optim/adagrad_rmsprop.py	pyro/optim/__init__.py	3	6	17
pyro/optim/clipped_adam.py	examples/air/air.py	3	10	36
pyro/optim/clipped_adam.py	examples/contrib/gp/sv-dkl.py	3	10	34
pyro/optim/clipped_adam.py	examples/dmm/dmm.py	3	10	56
pyro/optim/clipped_adam.py	examples/rsa/search_inference.py	3	10	9
pyro/optim/clipped_adam.py	examples/sparse_gamma_def.py	3	10	28
pyro/optim/clipped_adam.py	examples/vae/ss_vae_M2.py	3	10	34
pyro/optim/clipped_adam.py	examples/vae/vae.py	3	10	29
pyro/optim/clipped_adam.py	profiler/profiling_utils.py	3	10	5
pyro/optim/clipped_adam.py	pyro/contrib/autoname/named.py	3	10	5
pyro/optim/clipped_adam.py	pyro/contrib/gp/kernels/brownian.py	3	10	12
pyro/optim/clipped_adam.py	pyro/contrib/gp/kernels/coregionalize.py	3	10	9
pyro/optim/clipped_adam.py	pyro/contrib/gp/kernels/dot_product.py	3	10	13
pyro/optim/clipped_adam.py	pyro/contrib/gp/kernels/isotropic.py	3	10	14
pyro/optim/clipped_adam.py	pyro/contrib/gp/kernels/kernel.py	3	10	22
pyro/optim/clipped_adam.py	pyro/contrib/gp/kernels/periodic.py	3	10	12
pyro/optim/clipped_adam.py	pyro/contrib/gp/kernels/static.py	3	10	13
pyro/optim/clipped_adam.py	pyro/contrib/gp/likelihoods/binary.py	3	10	17
pyro/optim/clipped_adam.py	pyro/contrib/gp/likelihoods/gaussian.py	3	10	18
pyro/optim/clipped_adam.py	pyro/contrib/gp/likelihoods/likelihood.py	3	10	12
pyro/optim/clipped_adam.py	pyro/contrib/gp/likelihoods/multi_class.py	3	10	15
pyro/optim/clipped_adam.py	pyro/contrib/gp/likelihoods/poisson.py	3	10	11
pyro/optim/clipped_adam.py	pyro/contrib/gp/models/gplvm.py	3	10	12
pyro/optim/clipped_adam.py	pyro/contrib/gp/models/gpr.py	3	10	27
pyro/optim/clipped_adam.py	pyro/contrib/gp/models/model.py	3	10	24
pyro/optim/clipped_adam.py	pyro/contrib/gp/models/sgpr.py	3	10	32
pyro/optim/clipped_adam.py	pyro/contrib/gp/models/vgp.py	3	10	21
pyro/optim/clipped_adam.py	pyro/contrib/gp/models/vsgp.py	3	10	11
pyro/optim/clipped_adam.py	pyro/contrib/gp/parameterized.py	3	10	8
pyro/optim/clipped_adam.py	pyro/contrib/oed/eig.py	3	10	17
pyro/optim/clipped_adam.py	pyro/contrib/tracking/dynamic_models.py	3	10	7
pyro/optim/clipped_adam.py	pyro/contrib/tracking/extended_kalman_filter.py	3	10	8
pyro/optim/clipped_adam.py	pyro/contrib/tracking/hashing.py	3	10	8
pyro/optim/clipped_adam.py	pyro/contrib/tracking/measurements.py	3	10	5
pyro/optim/clipped_adam.py	pyro/distributions/empirical.py	3	10	13
pyro/optim/clipped_adam.py	pyro/distributions/gaussian_scale_mixture.py	3	10	9
pyro/optim/clipped_adam.py	pyro/distributions/hmm.py	3	10	30
pyro/optim/clipped_adam.py	pyro/distributions/inverse_gamma.py	3	10	6
pyro/optim/clipped_adam.py	pyro/distributions/mixture.py	3	10	8
pyro/optim/clipped_adam.py	pyro/distributions/testing/naive_dirichlet.py	3	10	7
pyro/optim/clipped_adam.py	pyro/distributions/testing/rejection_exponential.py	3	10	9
pyro/optim/clipped_adam.py	pyro/distributions/torch.py	3	10	40
pyro/optim/clipped_adam.py	pyro/distributions/torch_transform.py	3	10	7
pyro/optim/clipped_adam.py	pyro/distributions/transforms/affine_coupling.py	3	10	13
pyro/optim/clipped_adam.py	pyro/distributions/transforms/block_autoregressive.py	3	10	12
pyro/optim/clipped_adam.py	pyro/distributions/transforms/householder.py	3	10	11
pyro/optim/clipped_adam.py	pyro/distributions/transforms/permute.py	3	10	13
pyro/optim/clipped_adam.py	pyro/distributions/transforms/planar.py	3	10	16
pyro/optim/clipped_adam.py	pyro/distributions/transforms/polynomial.py	3	10	9
pyro/optim/clipped_adam.py	pyro/distributions/transforms/radial.py	3	10	15
pyro/optim/clipped_adam.py	pyro/distributions/transforms/sylvester.py	3	10	12
pyro/optim/clipped_adam.py	pyro/distributions/von_mises_3d.py	3	10	4
pyro/optim/clipped_adam.py	pyro/infer/csis.py	3	10	5
pyro/optim/clipped_adam.py	pyro/infer/discrete.py	3	10	11
pyro/optim/clipped_adam.py	pyro/infer/mcmc/adaptation.py	3	10	11
pyro/optim/clipped_adam.py	pyro/infer/mcmc/api.py	3	10	24
pyro/optim/clipped_adam.py	pyro/infer/trace_mean_field_elbo.py	3	10	10
pyro/optim/clipped_adam.py	pyro/infer/trace_mmd.py	3	10	6
pyro/optim/clipped_adam.py	pyro/nn/dense_nn.py	3	10	6
pyro/optim/clipped_adam.py	pyro/ops/dual_averaging.py	3	10	7
pyro/optim/clipped_adam.py	pyro/ops/einsum/util.py	3	10	4
pyro/optim/clipped_adam.py	pyro/ops/indexing.py	3	10	6
pyro/optim/clipped_adam.py	pyro/ops/jit.py	3	10	9
pyro/optim/clipped_adam.py	pyro/ops/rings.py	3	10	10
pyro/optim/clipped_adam.py	pyro/optim/adagrad_rmsprop.py	3	10	6
pyro/optim/clipped_adam.py	examples/baseball.py	3	10	46
pyro/optim/clipped_adam.py	examples/dmm/polyphonic_data_loader.py	3	10	16
pyro/optim/clipped_adam.py	examples/lkj.py	3	10	20
pyro/optim/clipped_adam.py	pyro/__init__.py	3	10	176
pyro/optim/clipped_adam.py	pyro/distributions/__init__.py	3	10	114
pyro/optim/clipped_adam.py	pyro/infer/__init__.py	3	10	44
pyro/optim/clipped_adam.py	pyro/infer/elbo.py	3	10	27
pyro/optim/clipped_adam.py	pyro/nn/__init__.py	3	10	16
pyro/optim/clipped_adam.py	pyro/ops/linalg.py	3	10	5
pyro/optim/clipped_adam.py	pyro/ops/packed.py	3	10	10
pyro/optim/clipped_adam.py	pyro/ops/stats.py	3	10	17
pyro/optim/lr_scheduler.py	pyro/distributions/__init__.py	3	10	114
pyro/optim/lr_scheduler.py	pyro/distributions/transforms/neural_autoregressive.py	3	10	10
pyro/optim/lr_scheduler.py	pyro/infer/mcmc/util.py	3	10	35
pyro/optim/lr_scheduler.py	pyro/ops/einsum/adjoint.py	3	10	7
pyro/optim/lr_scheduler.py	examples/contrib/gp/sv-dkl.py	3	10	34
pyro/optim/lr_scheduler.py	examples/hmm.py	3	10	45
pyro/optim/lr_scheduler.py	examples/rsa/search_inference.py	3	10	9
pyro/optim/lr_scheduler.py	examples/sparse_gamma_def.py	3	10	28
pyro/optim/lr_scheduler.py	profiler/profiling_utils.py	3	10	5
pyro/optim/lr_scheduler.py	pyro/contrib/autoname/named.py	3	10	5
pyro/optim/lr_scheduler.py	pyro/contrib/gp/kernels/brownian.py	3	10	12
pyro/optim/lr_scheduler.py	pyro/contrib/gp/kernels/coregionalize.py	3	10	9
pyro/optim/lr_scheduler.py	pyro/contrib/gp/kernels/dot_product.py	3	10	13
pyro/optim/lr_scheduler.py	pyro/contrib/gp/kernels/isotropic.py	3	10	14
pyro/optim/lr_scheduler.py	pyro/contrib/gp/kernels/kernel.py	3	10	22
pyro/optim/lr_scheduler.py	pyro/contrib/gp/kernels/periodic.py	3	10	12
pyro/optim/lr_scheduler.py	pyro/contrib/gp/kernels/static.py	3	10	13
pyro/optim/lr_scheduler.py	pyro/contrib/gp/likelihoods/binary.py	3	10	17
pyro/optim/lr_scheduler.py	pyro/contrib/gp/likelihoods/gaussian.py	3	10	18
pyro/optim/lr_scheduler.py	pyro/contrib/gp/likelihoods/likelihood.py	3	10	12
pyro/optim/lr_scheduler.py	pyro/contrib/gp/likelihoods/multi_class.py	3	10	15
pyro/optim/lr_scheduler.py	pyro/contrib/gp/likelihoods/poisson.py	3	10	11
pyro/optim/lr_scheduler.py	pyro/contrib/gp/models/gplvm.py	3	10	12
pyro/optim/lr_scheduler.py	pyro/contrib/gp/models/gpr.py	3	10	27
pyro/optim/lr_scheduler.py	pyro/contrib/gp/models/model.py	3	10	24
pyro/optim/lr_scheduler.py	pyro/contrib/gp/models/vgp.py	3	10	21
pyro/optim/lr_scheduler.py	pyro/contrib/gp/models/vsgp.py	3	10	11
pyro/optim/lr_scheduler.py	pyro/contrib/gp/parameterized.py	3	10	8
pyro/optim/lr_scheduler.py	pyro/contrib/minipyro.py	3	10	17
pyro/optim/lr_scheduler.py	pyro/contrib/oed/eig.py	3	10	17
pyro/optim/lr_scheduler.py	pyro/contrib/tracking/assignment.py	3	10	9
pyro/optim/lr_scheduler.py	pyro/contrib/tracking/distributions.py	3	10	6
pyro/optim/lr_scheduler.py	pyro/contrib/tracking/extended_kalman_filter.py	3	10	8
pyro/optim/lr_scheduler.py	pyro/contrib/tracking/hashing.py	3	10	8
pyro/optim/lr_scheduler.py	pyro/distributions/avf_mvn.py	3	10	6
pyro/optim/lr_scheduler.py	pyro/distributions/conjugate.py	3	10	13
pyro/optim/lr_scheduler.py	pyro/distributions/delta.py	3	10	44
pyro/optim/lr_scheduler.py	pyro/distributions/diag_normal_mixture.py	3	10	8
pyro/optim/lr_scheduler.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	10	9
pyro/optim/lr_scheduler.py	pyro/distributions/empirical.py	3	10	13
pyro/optim/lr_scheduler.py	pyro/distributions/gaussian_scale_mixture.py	3	10	9
pyro/optim/lr_scheduler.py	pyro/distributions/hmm.py	3	10	30
pyro/optim/lr_scheduler.py	pyro/distributions/inverse_gamma.py	3	10	6
pyro/optim/lr_scheduler.py	pyro/distributions/lkj.py	3	10	10
pyro/optim/lr_scheduler.py	pyro/distributions/mixture.py	3	10	8
pyro/optim/lr_scheduler.py	pyro/distributions/relaxed_straight_through.py	3	10	8
pyro/optim/lr_scheduler.py	pyro/distributions/spanning_tree.py	3	10	7
pyro/optim/lr_scheduler.py	pyro/distributions/testing/naive_dirichlet.py	3	10	7
pyro/optim/lr_scheduler.py	pyro/distributions/testing/rejection_exponential.py	3	10	9
pyro/optim/lr_scheduler.py	pyro/distributions/testing/rejection_gamma.py	3	10	19
pyro/optim/lr_scheduler.py	pyro/distributions/torch_distribution.py	3	10	39
pyro/optim/lr_scheduler.py	pyro/distributions/torch_transform.py	3	10	7
pyro/optim/lr_scheduler.py	pyro/distributions/transforms/affine_coupling.py	3	10	13
pyro/optim/lr_scheduler.py	pyro/distributions/transforms/block_autoregressive.py	3	10	12
pyro/optim/lr_scheduler.py	pyro/distributions/transforms/householder.py	3	10	11
pyro/optim/lr_scheduler.py	pyro/distributions/transforms/permute.py	3	10	13
pyro/optim/lr_scheduler.py	pyro/distributions/transforms/planar.py	3	10	16
pyro/optim/lr_scheduler.py	pyro/distributions/transforms/polynomial.py	3	10	9
pyro/optim/lr_scheduler.py	pyro/distributions/transforms/radial.py	3	10	15
pyro/optim/lr_scheduler.py	pyro/distributions/transforms/sylvester.py	3	10	12
pyro/optim/lr_scheduler.py	pyro/distributions/util.py	3	10	62
pyro/optim/lr_scheduler.py	pyro/distributions/von_mises_3d.py	3	10	4
pyro/optim/lr_scheduler.py	pyro/infer/abstract_infer.py	3	10	64
pyro/optim/lr_scheduler.py	pyro/infer/csis.py	3	10	5
pyro/optim/lr_scheduler.py	pyro/infer/discrete.py	3	10	11
pyro/optim/lr_scheduler.py	pyro/infer/importance.py	3	10	33
pyro/optim/lr_scheduler.py	pyro/infer/mcmc/api.py	3	10	24
pyro/optim/lr_scheduler.py	pyro/infer/mcmc/hmc.py	3	10	77
pyro/optim/lr_scheduler.py	pyro/infer/mcmc/nuts.py	3	10	59
pyro/optim/lr_scheduler.py	pyro/infer/renyi_elbo.py	3	10	14
pyro/optim/lr_scheduler.py	pyro/infer/svi.py	3	10	28
pyro/optim/lr_scheduler.py	pyro/infer/trace_mean_field_elbo.py	3	10	10
pyro/optim/lr_scheduler.py	pyro/infer/trace_mmd.py	3	10	6
pyro/optim/lr_scheduler.py	pyro/infer/traceenum_elbo.py	3	10	64
pyro/optim/lr_scheduler.py	pyro/nn/auto_reg_nn.py	3	10	25
pyro/optim/lr_scheduler.py	pyro/nn/dense_nn.py	3	10	6
pyro/optim/lr_scheduler.py	pyro/ops/contract.py	3	10	21
pyro/optim/lr_scheduler.py	pyro/ops/dual_averaging.py	3	10	7
pyro/optim/lr_scheduler.py	pyro/ops/einsum/util.py	3	10	4
pyro/optim/lr_scheduler.py	pyro/ops/indexing.py	3	10	6
pyro/optim/lr_scheduler.py	pyro/ops/jit.py	3	10	9
pyro/optim/lr_scheduler.py	pyro/ops/rings.py	3	10	10
pyro/optim/lr_scheduler.py	pyro/optim/adagrad_rmsprop.py	3	10	6
pyro/optim/lr_scheduler.py	pyro/optim/clipped_adam.py	3	10	10
pyro/optim/lr_scheduler.py	examples/baseball.py	3	10	46
pyro/optim/lr_scheduler.py	pyro/contrib/gp/util.py	3	10	19
pyro/optim/lr_scheduler.py	pyro/optim/__init__.py	3	10	17
pyro/optim/multi.py	examples/contrib/gp/sv-dkl.py	3	7	34
pyro/optim/multi.py	examples/hmm.py	3	7	45
pyro/optim/multi.py	examples/rsa/search_inference.py	3	7	9
pyro/optim/multi.py	examples/sparse_gamma_def.py	3	7	28
pyro/optim/multi.py	profiler/profiling_utils.py	3	7	5
pyro/optim/multi.py	pyro/contrib/autoname/named.py	3	7	5
pyro/optim/multi.py	pyro/contrib/gp/kernels/brownian.py	3	7	12
pyro/optim/multi.py	pyro/contrib/gp/kernels/coregionalize.py	3	7	9
pyro/optim/multi.py	pyro/contrib/gp/kernels/dot_product.py	3	7	13
pyro/optim/multi.py	pyro/contrib/gp/kernels/isotropic.py	3	7	14
pyro/optim/multi.py	pyro/contrib/gp/kernels/kernel.py	3	7	22
pyro/optim/multi.py	pyro/contrib/gp/kernels/periodic.py	3	7	12
pyro/optim/multi.py	pyro/contrib/gp/kernels/static.py	3	7	13
pyro/optim/multi.py	pyro/contrib/gp/likelihoods/binary.py	3	7	17
pyro/optim/multi.py	pyro/contrib/gp/likelihoods/gaussian.py	3	7	18
pyro/optim/multi.py	pyro/contrib/gp/likelihoods/likelihood.py	3	7	12
pyro/optim/multi.py	pyro/contrib/gp/likelihoods/multi_class.py	3	7	15
pyro/optim/multi.py	pyro/contrib/gp/likelihoods/poisson.py	3	7	11
pyro/optim/multi.py	pyro/contrib/gp/models/gplvm.py	3	7	12
pyro/optim/multi.py	pyro/contrib/gp/models/gpr.py	3	7	27
pyro/optim/multi.py	pyro/contrib/gp/models/model.py	3	7	24
pyro/optim/multi.py	pyro/contrib/gp/models/sgpr.py	3	7	32
pyro/optim/multi.py	pyro/contrib/gp/models/vgp.py	3	7	21
pyro/optim/multi.py	pyro/contrib/gp/models/vsgp.py	3	7	11
pyro/optim/multi.py	pyro/contrib/gp/parameterized.py	3	7	8
pyro/optim/multi.py	pyro/contrib/minipyro.py	3	7	17
pyro/optim/multi.py	pyro/contrib/oed/eig.py	3	7	17
pyro/optim/multi.py	pyro/contrib/tracking/assignment.py	3	7	9
pyro/optim/multi.py	pyro/contrib/tracking/distributions.py	3	7	6
pyro/optim/multi.py	pyro/contrib/tracking/hashing.py	3	7	8
pyro/optim/multi.py	pyro/distributions/avf_mvn.py	3	7	6
pyro/optim/multi.py	pyro/distributions/conjugate.py	3	7	13
pyro/optim/multi.py	pyro/distributions/delta.py	3	7	44
pyro/optim/multi.py	pyro/distributions/diag_normal_mixture.py	3	7	8
pyro/optim/multi.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	7	9
pyro/optim/multi.py	pyro/distributions/empirical.py	3	7	13
pyro/optim/multi.py	pyro/distributions/gaussian_scale_mixture.py	3	7	9
pyro/optim/multi.py	pyro/distributions/hmm.py	3	7	30
pyro/optim/multi.py	pyro/distributions/inverse_gamma.py	3	7	6
pyro/optim/multi.py	pyro/distributions/lkj.py	3	7	10
pyro/optim/multi.py	pyro/distributions/mixture.py	3	7	8
pyro/optim/multi.py	pyro/distributions/omt_mvn.py	3	7	18
pyro/optim/multi.py	pyro/distributions/relaxed_straight_through.py	3	7	8
pyro/optim/multi.py	pyro/distributions/spanning_tree.py	3	7	7
pyro/optim/multi.py	pyro/distributions/testing/naive_dirichlet.py	3	7	7
pyro/optim/multi.py	pyro/distributions/testing/rejection_exponential.py	3	7	9
pyro/optim/multi.py	pyro/distributions/testing/rejection_gamma.py	3	7	19
pyro/optim/multi.py	pyro/distributions/torch.py	3	7	40
pyro/optim/multi.py	pyro/distributions/torch_distribution.py	3	7	39
pyro/optim/multi.py	pyro/distributions/torch_transform.py	3	7	7
pyro/optim/multi.py	pyro/distributions/transforms/affine_coupling.py	3	7	13
pyro/optim/multi.py	pyro/distributions/transforms/block_autoregressive.py	3	7	12
pyro/optim/multi.py	pyro/distributions/transforms/householder.py	3	7	11
pyro/optim/multi.py	pyro/distributions/transforms/permute.py	3	7	13
pyro/optim/multi.py	pyro/distributions/transforms/planar.py	3	7	16
pyro/optim/multi.py	pyro/distributions/transforms/polynomial.py	3	7	9
pyro/optim/multi.py	pyro/distributions/transforms/radial.py	3	7	15
pyro/optim/multi.py	pyro/distributions/transforms/sylvester.py	3	7	12
pyro/optim/multi.py	pyro/distributions/util.py	3	7	62
pyro/optim/multi.py	pyro/distributions/von_mises_3d.py	3	7	4
pyro/optim/multi.py	pyro/infer/abstract_infer.py	3	7	64
pyro/optim/multi.py	pyro/infer/csis.py	3	7	5
pyro/optim/multi.py	pyro/infer/discrete.py	3	7	11
pyro/optim/multi.py	pyro/infer/importance.py	3	7	33
pyro/optim/multi.py	pyro/infer/mcmc/api.py	3	7	24
pyro/optim/multi.py	pyro/infer/mcmc/hmc.py	3	7	77
pyro/optim/multi.py	pyro/infer/mcmc/nuts.py	3	7	59
pyro/optim/multi.py	pyro/infer/renyi_elbo.py	3	7	14
pyro/optim/multi.py	pyro/infer/svi.py	3	7	28
pyro/optim/multi.py	pyro/infer/trace_mean_field_elbo.py	3	7	10
pyro/optim/multi.py	pyro/infer/trace_mmd.py	3	7	6
pyro/optim/multi.py	pyro/infer/traceenum_elbo.py	3	7	64
pyro/optim/multi.py	pyro/infer/util.py	3	7	49
pyro/optim/multi.py	pyro/nn/auto_reg_nn.py	3	7	25
pyro/optim/multi.py	pyro/nn/dense_nn.py	3	7	6
pyro/optim/multi.py	pyro/ops/contract.py	3	7	21
pyro/optim/multi.py	pyro/ops/dual_averaging.py	3	7	7
pyro/optim/multi.py	pyro/ops/einsum/util.py	3	7	4
pyro/optim/multi.py	pyro/ops/indexing.py	3	7	6
pyro/optim/multi.py	pyro/ops/jit.py	3	7	9
pyro/optim/multi.py	pyro/ops/rings.py	3	7	10
pyro/optim/multi.py	pyro/optim/adagrad_rmsprop.py	3	7	6
pyro/optim/multi.py	pyro/optim/clipped_adam.py	3	7	10
pyro/optim/multi.py	pyro/optim/lr_scheduler.py	3	7	10
pyro/optim/optim.py	pyro/ops/stats.py	3	24	17
pyro/optim/optim.py	examples/contrib/gp/sv-dkl.py	3	24	34
pyro/optim/optim.py	examples/hmm.py	3	24	45
pyro/optim/optim.py	examples/rsa/search_inference.py	3	24	9
pyro/optim/optim.py	examples/sparse_gamma_def.py	3	24	28
pyro/optim/optim.py	examples/vae/ss_vae_M2.py	3	24	34
pyro/optim/optim.py	examples/vae/utils/custom_mlp.py	3	24	6
pyro/optim/optim.py	examples/vae/utils/mnist_cached.py	3	24	9
pyro/optim/optim.py	examples/vae/vae_comparison.py	3	24	29
pyro/optim/optim.py	profiler/profiling_utils.py	3	24	5
pyro/optim/optim.py	pyro/contrib/autoname/named.py	3	24	5
pyro/optim/optim.py	pyro/contrib/gp/kernels/brownian.py	3	24	12
pyro/optim/optim.py	pyro/contrib/gp/kernels/coregionalize.py	3	24	9
pyro/optim/optim.py	pyro/contrib/gp/kernels/dot_product.py	3	24	13
pyro/optim/optim.py	pyro/contrib/gp/kernels/isotropic.py	3	24	14
pyro/optim/optim.py	pyro/contrib/gp/kernels/static.py	3	24	13
pyro/optim/optim.py	pyro/contrib/gp/likelihoods/binary.py	3	24	17
pyro/optim/optim.py	pyro/contrib/gp/likelihoods/gaussian.py	3	24	18
pyro/optim/optim.py	pyro/contrib/gp/likelihoods/likelihood.py	3	24	12
pyro/optim/optim.py	pyro/contrib/gp/likelihoods/multi_class.py	3	24	15
pyro/optim/optim.py	pyro/contrib/gp/likelihoods/poisson.py	3	24	11
pyro/optim/optim.py	pyro/contrib/gp/models/gplvm.py	3	24	12
pyro/optim/optim.py	pyro/contrib/gp/models/gpr.py	3	24	27
pyro/optim/optim.py	pyro/contrib/gp/models/model.py	3	24	24
pyro/optim/optim.py	pyro/contrib/gp/models/vgp.py	3	24	21
pyro/optim/optim.py	pyro/contrib/gp/models/vsgp.py	3	24	11
pyro/optim/optim.py	pyro/contrib/gp/parameterized.py	3	24	8
pyro/optim/optim.py	pyro/contrib/minipyro.py	3	24	17
pyro/optim/optim.py	pyro/contrib/oed/eig.py	3	24	17
pyro/optim/optim.py	pyro/contrib/tracking/assignment.py	3	24	9
pyro/optim/optim.py	pyro/contrib/tracking/distributions.py	3	24	6
pyro/optim/optim.py	pyro/contrib/tracking/extended_kalman_filter.py	3	24	8
pyro/optim/optim.py	pyro/contrib/tracking/hashing.py	3	24	8
pyro/optim/optim.py	pyro/distributions/avf_mvn.py	3	24	6
pyro/optim/optim.py	pyro/distributions/conjugate.py	3	24	13
pyro/optim/optim.py	pyro/distributions/diag_normal_mixture.py	3	24	8
pyro/optim/optim.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	24	9
pyro/optim/optim.py	pyro/distributions/gaussian_scale_mixture.py	3	24	9
pyro/optim/optim.py	pyro/distributions/hmm.py	3	24	30
pyro/optim/optim.py	pyro/distributions/inverse_gamma.py	3	24	6
pyro/optim/optim.py	pyro/distributions/lkj.py	3	24	10
pyro/optim/optim.py	pyro/distributions/mixture.py	3	24	8
pyro/optim/optim.py	pyro/distributions/relaxed_straight_through.py	3	24	8
pyro/optim/optim.py	pyro/distributions/spanning_tree.py	3	24	7
pyro/optim/optim.py	pyro/distributions/testing/naive_dirichlet.py	3	24	7
pyro/optim/optim.py	pyro/distributions/testing/rejection_gamma.py	3	24	19
pyro/optim/optim.py	pyro/distributions/torch.py	3	24	40
pyro/optim/optim.py	pyro/distributions/torch_distribution.py	3	24	39
pyro/optim/optim.py	pyro/distributions/torch_transform.py	3	24	7
pyro/optim/optim.py	pyro/distributions/transforms/affine_coupling.py	3	24	13
pyro/optim/optim.py	pyro/distributions/transforms/block_autoregressive.py	3	24	12
pyro/optim/optim.py	pyro/distributions/transforms/householder.py	3	24	11
pyro/optim/optim.py	pyro/distributions/transforms/permute.py	3	24	13
pyro/optim/optim.py	pyro/distributions/transforms/planar.py	3	24	16
pyro/optim/optim.py	pyro/distributions/transforms/polynomial.py	3	24	9
pyro/optim/optim.py	pyro/distributions/transforms/radial.py	3	24	15
pyro/optim/optim.py	pyro/distributions/transforms/sylvester.py	3	24	12
pyro/optim/optim.py	pyro/distributions/von_mises_3d.py	3	24	4
pyro/optim/optim.py	pyro/infer/csis.py	3	24	5
pyro/optim/optim.py	pyro/infer/discrete.py	3	24	11
pyro/optim/optim.py	pyro/infer/mcmc/api.py	3	24	24
pyro/optim/optim.py	pyro/infer/renyi_elbo.py	3	24	14
pyro/optim/optim.py	pyro/infer/trace_mean_field_elbo.py	3	24	10
pyro/optim/optim.py	pyro/infer/trace_mmd.py	3	24	6
pyro/optim/optim.py	pyro/infer/traceenum_elbo.py	3	24	64
pyro/optim/optim.py	pyro/nn/dense_nn.py	3	24	6
pyro/optim/optim.py	pyro/ops/contract.py	3	24	21
pyro/optim/optim.py	pyro/ops/dual_averaging.py	3	24	7
pyro/optim/optim.py	pyro/ops/einsum/util.py	3	24	4
pyro/optim/optim.py	pyro/ops/indexing.py	3	24	6
pyro/optim/optim.py	pyro/ops/jit.py	3	24	9
pyro/optim/optim.py	pyro/ops/rings.py	3	24	10
pyro/optim/optim.py	pyro/optim/multi.py	3	24	7
pyro/optim/optim.py	examples/baseball.py	3	24	46
pyro/optim/optim.py	profiler/distributions.py	3	24	11
pyro/optim/optim.py	pyro/contrib/gp/likelihoods/__init__.py	3	24	8
pyro/optim/optim.py	pyro/contrib/gp/util.py	3	24	19
pyro/optim/pytorch_optimizers.py	pyro/optim/__init__.py	3	5	17
pyro/optim/pytorch_optimizers.py	pyro/optim/lr_scheduler.py	3	5	10
pyro/params/__init__.py	pyro/contrib/gp/likelihoods/likelihood.py	3	12	12
pyro/params/__init__.py	pyro/contrib/gp/models/gpr.py	3	12	27
pyro/params/__init__.py	pyro/contrib/gp/models/model.py	3	12	24
pyro/params/__init__.py	pyro/contrib/gp/models/sgpr.py	3	12	32
pyro/params/__init__.py	pyro/contrib/gp/models/vgp.py	3	12	21
pyro/params/__init__.py	pyro/contrib/gp/util.py	3	12	19
pyro/params/__init__.py	pyro/distributions/util.py	3	12	62
pyro/params/__init__.py	pyro/infer/elbo.py	3	12	27
pyro/params/__init__.py	pyro/infer/enum.py	3	12	32
pyro/params/__init__.py	pyro/infer/importance.py	3	12	33
pyro/params/__init__.py	pyro/infer/svi.py	3	12	28
pyro/params/__init__.py	pyro/infer/trace_elbo.py	3	12	59
pyro/params/__init__.py	pyro/infer/tracegraph_elbo.py	3	12	70
pyro/params/__init__.py	pyro/nn/auto_reg_nn.py	3	12	25
pyro/params/__init__.py	pyro/optim/clipped_adam.py	3	12	10
pyro/params/param_store.py	examples/air/air.py	3	38	36
pyro/params/param_store.py	examples/contrib/gp/sv-dkl.py	3	38	34
pyro/params/param_store.py	examples/rsa/search_inference.py	3	38	9
pyro/params/param_store.py	examples/sparse_gamma_def.py	3	38	28
pyro/params/param_store.py	profiler/profiling_utils.py	3	38	5
pyro/params/param_store.py	pyro/contrib/autoname/named.py	3	38	5
pyro/params/param_store.py	pyro/contrib/gp/kernels/brownian.py	3	38	12
pyro/params/param_store.py	pyro/contrib/gp/kernels/coregionalize.py	3	38	9
pyro/params/param_store.py	pyro/contrib/gp/kernels/dot_product.py	3	38	13
pyro/params/param_store.py	pyro/contrib/gp/kernels/isotropic.py	3	38	14
pyro/params/param_store.py	pyro/contrib/gp/kernels/kernel.py	3	38	22
pyro/params/param_store.py	pyro/contrib/gp/kernels/periodic.py	3	38	12
pyro/params/param_store.py	pyro/contrib/gp/kernels/static.py	3	38	13
pyro/params/param_store.py	pyro/contrib/gp/likelihoods/binary.py	3	38	17
pyro/params/param_store.py	pyro/contrib/gp/likelihoods/gaussian.py	3	38	18
pyro/params/param_store.py	pyro/contrib/gp/likelihoods/multi_class.py	3	38	15
pyro/params/param_store.py	pyro/contrib/gp/likelihoods/poisson.py	3	38	11
pyro/params/param_store.py	pyro/contrib/gp/models/gplvm.py	3	38	12
pyro/params/param_store.py	pyro/contrib/gp/models/vsgp.py	3	38	11
pyro/params/param_store.py	pyro/contrib/gp/parameterized.py	3	38	8
pyro/params/param_store.py	pyro/contrib/minipyro.py	3	38	17
pyro/params/param_store.py	pyro/contrib/tracking/assignment.py	3	38	9
pyro/params/param_store.py	pyro/contrib/tracking/distributions.py	3	38	6
pyro/params/param_store.py	pyro/contrib/tracking/hashing.py	3	38	8
pyro/params/param_store.py	pyro/distributions/avf_mvn.py	3	38	6
pyro/params/param_store.py	pyro/distributions/conjugate.py	3	38	13
pyro/params/param_store.py	pyro/distributions/diag_normal_mixture.py	3	38	8
pyro/params/param_store.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	38	9
pyro/params/param_store.py	pyro/distributions/empirical.py	3	38	13
pyro/params/param_store.py	pyro/distributions/gaussian_scale_mixture.py	3	38	9
pyro/params/param_store.py	pyro/distributions/hmm.py	3	38	30
pyro/params/param_store.py	pyro/distributions/inverse_gamma.py	3	38	6
pyro/params/param_store.py	pyro/distributions/lkj.py	3	38	10
pyro/params/param_store.py	pyro/distributions/mixture.py	3	38	8
pyro/params/param_store.py	pyro/distributions/omt_mvn.py	3	38	18
pyro/params/param_store.py	pyro/distributions/relaxed_straight_through.py	3	38	8
pyro/params/param_store.py	pyro/distributions/spanning_tree.py	3	38	7
pyro/params/param_store.py	pyro/distributions/testing/naive_dirichlet.py	3	38	7
pyro/params/param_store.py	pyro/distributions/testing/rejection_exponential.py	3	38	9
pyro/params/param_store.py	pyro/distributions/testing/rejection_gamma.py	3	38	19
pyro/params/param_store.py	pyro/distributions/torch.py	3	38	40
pyro/params/param_store.py	pyro/distributions/torch_distribution.py	3	38	39
pyro/params/param_store.py	pyro/distributions/torch_transform.py	3	38	7
pyro/params/param_store.py	pyro/distributions/transforms/affine_coupling.py	3	38	13
pyro/params/param_store.py	pyro/distributions/transforms/block_autoregressive.py	3	38	12
pyro/params/param_store.py	pyro/distributions/transforms/householder.py	3	38	11
pyro/params/param_store.py	pyro/distributions/transforms/permute.py	3	38	13
pyro/params/param_store.py	pyro/distributions/transforms/planar.py	3	38	16
pyro/params/param_store.py	pyro/distributions/transforms/polynomial.py	3	38	9
pyro/params/param_store.py	pyro/distributions/transforms/radial.py	3	38	15
pyro/params/param_store.py	pyro/distributions/transforms/sylvester.py	3	38	12
pyro/params/param_store.py	pyro/distributions/von_mises_3d.py	3	38	4
pyro/params/param_store.py	pyro/infer/csis.py	3	38	5
pyro/params/param_store.py	pyro/infer/discrete.py	3	38	11
pyro/params/param_store.py	pyro/infer/mcmc/api.py	3	38	24
pyro/params/param_store.py	pyro/infer/mcmc/hmc.py	3	38	77
pyro/params/param_store.py	pyro/infer/mcmc/nuts.py	3	38	59
pyro/params/param_store.py	pyro/infer/renyi_elbo.py	3	38	14
pyro/params/param_store.py	pyro/infer/trace_mean_field_elbo.py	3	38	10
pyro/params/param_store.py	pyro/infer/trace_mmd.py	3	38	6
pyro/params/param_store.py	pyro/nn/dense_nn.py	3	38	6
pyro/params/param_store.py	pyro/ops/contract.py	3	38	21
pyro/params/param_store.py	pyro/ops/dual_averaging.py	3	38	7
pyro/params/param_store.py	pyro/ops/einsum/util.py	3	38	4
pyro/params/param_store.py	pyro/ops/indexing.py	3	38	6
pyro/params/param_store.py	pyro/ops/jit.py	3	38	9
pyro/params/param_store.py	pyro/ops/rings.py	3	38	10
pyro/params/param_store.py	pyro/optim/adagrad_rmsprop.py	3	38	6
pyro/params/param_store.py	pyro/optim/lr_scheduler.py	3	38	10
pyro/params/param_store.py	pyro/optim/multi.py	3	38	7
pyro/params/param_store.py	examples/air/main.py	3	38	37
pyro/params/param_store.py	examples/contrib/autoname/mixture.py	3	38	22
pyro/params/param_store.py	examples/contrib/autoname/scoping_mixture.py	3	38	22
pyro/params/param_store.py	examples/contrib/autoname/tree_data.py	3	38	21
pyro/params/param_store.py	examples/eight_schools/svi.py	3	38	22
pyro/params/param_store.py	examples/inclined_plane.py	3	38	35
pyro/params/param_store.py	pyro/contrib/gp/util.py	3	38	19
pyro/params/param_store.py	pyro/ops/integrator.py	3	38	16
pyro/poutine/__init__.py	examples/air/air.py	3	64	36
pyro/poutine/__init__.py	examples/contrib/autoname/scoping_mixture.py	3	64	22
pyro/poutine/__init__.py	examples/inclined_plane.py	3	64	35
pyro/poutine/__init__.py	examples/lda.py	3	64	25
pyro/poutine/__init__.py	examples/sparse_gamma_def.py	3	64	28
pyro/poutine/__init__.py	examples/vae/vae_comparison.py	3	64	29
pyro/poutine/__init__.py	profiler/distributions.py	3	64	11
pyro/poutine/__init__.py	pyro/contrib/__init__.py	3	64	17
pyro/poutine/__init__.py	pyro/contrib/gp/__init__.py	3	64	14
pyro/poutine/__init__.py	pyro/contrib/gp/kernels/__init__.py	3	64	12
pyro/poutine/__init__.py	pyro/contrib/gp/kernels/kernel.py	3	64	22
pyro/poutine/__init__.py	pyro/contrib/gp/kernels/periodic.py	3	64	12
pyro/poutine/__init__.py	pyro/contrib/gp/likelihoods/gaussian.py	3	64	18
pyro/poutine/__init__.py	pyro/contrib/gp/models/__init__.py	3	64	11
pyro/poutine/__init__.py	pyro/contrib/gp/models/sgpr.py	3	64	32
pyro/poutine/__init__.py	pyro/distributions/empirical.py	3	64	13
pyro/poutine/__init__.py	pyro/distributions/mixture.py	3	64	8
pyro/poutine/__init__.py	pyro/distributions/score_parts.py	3	64	7
pyro/poutine/__init__.py	pyro/distributions/testing/rejection_exponential.py	3	64	9
pyro/poutine/__init__.py	pyro/distributions/testing/rejection_gamma.py	3	64	19
pyro/poutine/__init__.py	pyro/distributions/torch_distribution.py	3	64	39
pyro/poutine/__init__.py	pyro/generic.py	3	64	7
pyro/poutine/__init__.py	pyro/infer/csis.py	3	64	5
pyro/poutine/__init__.py	pyro/infer/renyi_elbo.py	3	64	14
pyro/poutine/__init__.py	pyro/ops/packed.py	3	64	10
pyro/poutine/__init__.py	pyro/optim/clipped_adam.py	3	64	10
pyro/poutine/block_messenger.py	examples/contrib/gp/sv-dkl.py	3	12	34
pyro/poutine/block_messenger.py	examples/hmm.py	3	12	45
pyro/poutine/block_messenger.py	examples/rsa/search_inference.py	3	12	9
pyro/poutine/block_messenger.py	examples/sparse_gamma_def.py	3	12	28
pyro/poutine/block_messenger.py	examples/vae/utils/mnist_cached.py	3	12	9
pyro/poutine/block_messenger.py	examples/vae/vae_comparison.py	3	12	29
pyro/poutine/block_messenger.py	profiler/profiling_utils.py	3	12	5
pyro/poutine/block_messenger.py	pyro/contrib/autoname/named.py	3	12	5
pyro/poutine/block_messenger.py	pyro/contrib/gp/kernels/brownian.py	3	12	12
pyro/poutine/block_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	3	12	9
pyro/poutine/block_messenger.py	pyro/contrib/gp/kernels/dot_product.py	3	12	13
pyro/poutine/block_messenger.py	pyro/contrib/gp/kernels/isotropic.py	3	12	14
pyro/poutine/block_messenger.py	pyro/contrib/gp/kernels/periodic.py	3	12	12
pyro/poutine/block_messenger.py	pyro/contrib/gp/kernels/static.py	3	12	13
pyro/poutine/block_messenger.py	pyro/contrib/gp/likelihoods/binary.py	3	12	17
pyro/poutine/block_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	3	12	18
pyro/poutine/block_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	3	12	12
pyro/poutine/block_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	3	12	15
pyro/poutine/block_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	3	12	11
pyro/poutine/block_messenger.py	pyro/contrib/gp/models/gpr.py	3	12	27
pyro/poutine/block_messenger.py	pyro/contrib/gp/models/sgpr.py	3	12	32
pyro/poutine/block_messenger.py	pyro/contrib/gp/models/vgp.py	3	12	21
pyro/poutine/block_messenger.py	pyro/contrib/gp/models/vsgp.py	3	12	11
pyro/poutine/block_messenger.py	pyro/contrib/gp/parameterized.py	3	12	8
pyro/poutine/block_messenger.py	pyro/contrib/minipyro.py	3	12	17
pyro/poutine/block_messenger.py	pyro/contrib/oed/eig.py	3	12	17
pyro/poutine/block_messenger.py	pyro/contrib/tracking/assignment.py	3	12	9
pyro/poutine/block_messenger.py	pyro/contrib/tracking/distributions.py	3	12	6
pyro/poutine/block_messenger.py	pyro/contrib/tracking/hashing.py	3	12	8
pyro/poutine/block_messenger.py	pyro/distributions/avf_mvn.py	3	12	6
pyro/poutine/block_messenger.py	pyro/distributions/conjugate.py	3	12	13
pyro/poutine/block_messenger.py	pyro/distributions/delta.py	3	12	44
pyro/poutine/block_messenger.py	pyro/distributions/diag_normal_mixture.py	3	12	8
pyro/poutine/block_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	12	9
pyro/poutine/block_messenger.py	pyro/distributions/empirical.py	3	12	13
pyro/poutine/block_messenger.py	pyro/distributions/hmm.py	3	12	30
pyro/poutine/block_messenger.py	pyro/distributions/inverse_gamma.py	3	12	6
pyro/poutine/block_messenger.py	pyro/distributions/lkj.py	3	12	10
pyro/poutine/block_messenger.py	pyro/distributions/mixture.py	3	12	8
pyro/poutine/block_messenger.py	pyro/distributions/omt_mvn.py	3	12	18
pyro/poutine/block_messenger.py	pyro/distributions/relaxed_straight_through.py	3	12	8
pyro/poutine/block_messenger.py	pyro/distributions/spanning_tree.py	3	12	7
pyro/poutine/block_messenger.py	pyro/distributions/testing/naive_dirichlet.py	3	12	7
pyro/poutine/block_messenger.py	pyro/distributions/testing/rejection_exponential.py	3	12	9
pyro/poutine/block_messenger.py	pyro/distributions/testing/rejection_gamma.py	3	12	19
pyro/poutine/block_messenger.py	pyro/distributions/torch.py	3	12	40
pyro/poutine/block_messenger.py	pyro/distributions/torch_transform.py	3	12	7
pyro/poutine/block_messenger.py	pyro/distributions/transforms/affine_coupling.py	3	12	13
pyro/poutine/block_messenger.py	pyro/distributions/transforms/block_autoregressive.py	3	12	12
pyro/poutine/block_messenger.py	pyro/distributions/transforms/householder.py	3	12	11
pyro/poutine/block_messenger.py	pyro/distributions/transforms/permute.py	3	12	13
pyro/poutine/block_messenger.py	pyro/distributions/transforms/planar.py	3	12	16
pyro/poutine/block_messenger.py	pyro/distributions/transforms/polynomial.py	3	12	9
pyro/poutine/block_messenger.py	pyro/distributions/transforms/radial.py	3	12	15
pyro/poutine/block_messenger.py	pyro/distributions/transforms/sylvester.py	3	12	12
pyro/poutine/block_messenger.py	pyro/distributions/util.py	3	12	62
pyro/poutine/block_messenger.py	pyro/distributions/von_mises_3d.py	3	12	4
pyro/poutine/block_messenger.py	pyro/infer/csis.py	3	12	5
pyro/poutine/block_messenger.py	pyro/infer/mcmc/api.py	3	12	24
pyro/poutine/block_messenger.py	pyro/infer/mcmc/util.py	3	12	35
pyro/poutine/block_messenger.py	pyro/infer/svi.py	3	12	28
pyro/poutine/block_messenger.py	pyro/infer/trace_mean_field_elbo.py	3	12	10
pyro/poutine/block_messenger.py	pyro/infer/trace_mmd.py	3	12	6
pyro/poutine/block_messenger.py	pyro/nn/dense_nn.py	3	12	6
pyro/poutine/block_messenger.py	pyro/ops/contract.py	3	12	21
pyro/poutine/block_messenger.py	pyro/ops/dual_averaging.py	3	12	7
pyro/poutine/block_messenger.py	pyro/ops/einsum/util.py	3	12	4
pyro/poutine/block_messenger.py	pyro/ops/indexing.py	3	12	6
pyro/poutine/block_messenger.py	pyro/ops/jit.py	3	12	9
pyro/poutine/block_messenger.py	pyro/ops/rings.py	3	12	10
pyro/poutine/block_messenger.py	pyro/optim/adagrad_rmsprop.py	3	12	6
pyro/poutine/block_messenger.py	pyro/optim/clipped_adam.py	3	12	10
pyro/poutine/block_messenger.py	pyro/optim/lr_scheduler.py	3	12	10
pyro/poutine/block_messenger.py	pyro/optim/multi.py	3	12	7
pyro/poutine/block_messenger.py	pyro/optim/optim.py	3	12	24
pyro/poutine/block_messenger.py	pyro/params/param_store.py	3	12	38
pyro/poutine/block_messenger.py	pyro/distributions/torch_patch.py	3	12	27
pyro/poutine/block_messenger.py	pyro/infer/elbo.py	3	12	27
pyro/poutine/block_messenger.py	pyro/infer/tracegraph_elbo.py	3	12	70
pyro/poutine/block_messenger.py	pyro/ops/stats.py	3	12	17
pyro/poutine/block_messenger.py	pyro/poutine/__init__.py	3	12	64
pyro/poutine/broadcast_messenger.py	pyro/distributions/distribution.py	3	9	44
pyro/poutine/broadcast_messenger.py	examples/baseball.py	3	9	46
pyro/poutine/broadcast_messenger.py	examples/contrib/autoname/scoping_mixture.py	3	9	22
pyro/poutine/broadcast_messenger.py	examples/eight_schools/mcmc.py	3	9	29
pyro/poutine/broadcast_messenger.py	examples/lda.py	3	9	25
pyro/poutine/broadcast_messenger.py	examples/sparse_gamma_def.py	3	9	28
pyro/poutine/broadcast_messenger.py	pyro/__init__.py	3	9	176
pyro/poutine/broadcast_messenger.py	pyro/contrib/examples/util.py	3	9	9
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/models/gplvm.py	3	9	12
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/models/gpr.py	3	9	27
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/models/sgpr.py	3	9	32
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/models/vgp.py	3	9	21
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/models/vsgp.py	3	9	11
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/util.py	3	9	19
pyro/poutine/broadcast_messenger.py	pyro/contrib/oed/eig.py	3	9	17
pyro/poutine/broadcast_messenger.py	pyro/distributions/__init__.py	3	9	114
pyro/poutine/broadcast_messenger.py	pyro/distributions/delta.py	3	9	44
pyro/poutine/broadcast_messenger.py	pyro/distributions/diag_normal_mixture.py	3	9	8
pyro/poutine/broadcast_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	9	9
pyro/poutine/broadcast_messenger.py	pyro/distributions/mixture.py	3	9	8
pyro/poutine/broadcast_messenger.py	pyro/distributions/omt_mvn.py	3	9	18
pyro/poutine/broadcast_messenger.py	pyro/distributions/relaxed_straight_through.py	3	9	8
pyro/poutine/broadcast_messenger.py	pyro/distributions/testing/rejection_gamma.py	3	9	19
pyro/poutine/broadcast_messenger.py	pyro/distributions/torch.py	3	9	40
pyro/poutine/broadcast_messenger.py	pyro/distributions/torch_distribution.py	3	9	39
pyro/poutine/broadcast_messenger.py	pyro/distributions/torch_patch.py	3	9	27
pyro/poutine/broadcast_messenger.py	pyro/distributions/util.py	3	9	62
pyro/poutine/broadcast_messenger.py	pyro/infer/discrete.py	3	9	11
pyro/poutine/broadcast_messenger.py	pyro/infer/mcmc/util.py	3	9	35
pyro/poutine/broadcast_messenger.py	pyro/infer/renyi_elbo.py	3	9	14
pyro/poutine/broadcast_messenger.py	pyro/infer/util.py	3	9	49
pyro/poutine/broadcast_messenger.py	pyro/ops/contract.py	3	9	21
pyro/poutine/broadcast_messenger.py	pyro/ops/jit.py	3	9	9
pyro/poutine/broadcast_messenger.py	pyro/poutine/block_messenger.py	3	9	12
pyro/poutine/condition_messenger.py	examples/contrib/gp/sv-dkl.py	3	7	34
pyro/poutine/condition_messenger.py	examples/hmm.py	3	7	45
pyro/poutine/condition_messenger.py	examples/rsa/search_inference.py	3	7	9
pyro/poutine/condition_messenger.py	examples/sparse_gamma_def.py	3	7	28
pyro/poutine/condition_messenger.py	profiler/profiling_utils.py	3	7	5
pyro/poutine/condition_messenger.py	pyro/contrib/autoname/named.py	3	7	5
pyro/poutine/condition_messenger.py	pyro/contrib/gp/kernels/brownian.py	3	7	12
pyro/poutine/condition_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	3	7	9
pyro/poutine/condition_messenger.py	pyro/contrib/gp/kernels/dot_product.py	3	7	13
pyro/poutine/condition_messenger.py	pyro/contrib/gp/kernels/isotropic.py	3	7	14
pyro/poutine/condition_messenger.py	pyro/contrib/gp/kernels/kernel.py	3	7	22
pyro/poutine/condition_messenger.py	pyro/contrib/gp/kernels/periodic.py	3	7	12
pyro/poutine/condition_messenger.py	pyro/contrib/gp/kernels/static.py	3	7	13
pyro/poutine/condition_messenger.py	pyro/contrib/gp/likelihoods/binary.py	3	7	17
pyro/poutine/condition_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	3	7	18
pyro/poutine/condition_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	3	7	12
pyro/poutine/condition_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	3	7	15
pyro/poutine/condition_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	3	7	11
pyro/poutine/condition_messenger.py	pyro/contrib/gp/models/gplvm.py	3	7	12
pyro/poutine/condition_messenger.py	pyro/contrib/gp/models/gpr.py	3	7	27
pyro/poutine/condition_messenger.py	pyro/contrib/gp/models/model.py	3	7	24
pyro/poutine/condition_messenger.py	pyro/contrib/gp/models/sgpr.py	3	7	32
pyro/poutine/condition_messenger.py	pyro/contrib/gp/models/vgp.py	3	7	21
pyro/poutine/condition_messenger.py	pyro/contrib/gp/models/vsgp.py	3	7	11
pyro/poutine/condition_messenger.py	pyro/contrib/gp/parameterized.py	3	7	8
pyro/poutine/condition_messenger.py	pyro/contrib/minipyro.py	3	7	17
pyro/poutine/condition_messenger.py	pyro/contrib/oed/eig.py	3	7	17
pyro/poutine/condition_messenger.py	pyro/contrib/tracking/assignment.py	3	7	9
pyro/poutine/condition_messenger.py	pyro/contrib/tracking/distributions.py	3	7	6
pyro/poutine/condition_messenger.py	pyro/contrib/tracking/hashing.py	3	7	8
pyro/poutine/condition_messenger.py	pyro/distributions/avf_mvn.py	3	7	6
pyro/poutine/condition_messenger.py	pyro/distributions/conjugate.py	3	7	13
pyro/poutine/condition_messenger.py	pyro/distributions/delta.py	3	7	44
pyro/poutine/condition_messenger.py	pyro/distributions/diag_normal_mixture.py	3	7	8
pyro/poutine/condition_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	7	9
pyro/poutine/condition_messenger.py	pyro/distributions/empirical.py	3	7	13
pyro/poutine/condition_messenger.py	pyro/distributions/gaussian_scale_mixture.py	3	7	9
pyro/poutine/condition_messenger.py	pyro/distributions/hmm.py	3	7	30
pyro/poutine/condition_messenger.py	pyro/distributions/inverse_gamma.py	3	7	6
pyro/poutine/condition_messenger.py	pyro/distributions/lkj.py	3	7	10
pyro/poutine/condition_messenger.py	pyro/distributions/mixture.py	3	7	8
pyro/poutine/condition_messenger.py	pyro/distributions/omt_mvn.py	3	7	18
pyro/poutine/condition_messenger.py	pyro/distributions/relaxed_straight_through.py	3	7	8
pyro/poutine/condition_messenger.py	pyro/distributions/spanning_tree.py	3	7	7
pyro/poutine/condition_messenger.py	pyro/distributions/testing/naive_dirichlet.py	3	7	7
pyro/poutine/condition_messenger.py	pyro/distributions/testing/rejection_exponential.py	3	7	9
pyro/poutine/condition_messenger.py	pyro/distributions/testing/rejection_gamma.py	3	7	19
pyro/poutine/condition_messenger.py	pyro/distributions/torch.py	3	7	40
pyro/poutine/condition_messenger.py	pyro/distributions/torch_distribution.py	3	7	39
pyro/poutine/condition_messenger.py	pyro/distributions/torch_transform.py	3	7	7
pyro/poutine/condition_messenger.py	pyro/distributions/transforms/affine_coupling.py	3	7	13
pyro/poutine/condition_messenger.py	pyro/distributions/transforms/block_autoregressive.py	3	7	12
pyro/poutine/condition_messenger.py	pyro/distributions/transforms/householder.py	3	7	11
pyro/poutine/condition_messenger.py	pyro/distributions/transforms/permute.py	3	7	13
pyro/poutine/condition_messenger.py	pyro/distributions/transforms/planar.py	3	7	16
pyro/poutine/condition_messenger.py	pyro/distributions/transforms/polynomial.py	3	7	9
pyro/poutine/condition_messenger.py	pyro/distributions/transforms/radial.py	3	7	15
pyro/poutine/condition_messenger.py	pyro/distributions/transforms/sylvester.py	3	7	12
pyro/poutine/condition_messenger.py	pyro/distributions/util.py	3	7	62
pyro/poutine/condition_messenger.py	pyro/distributions/von_mises_3d.py	3	7	4
pyro/poutine/condition_messenger.py	pyro/infer/abstract_infer.py	3	7	64
pyro/poutine/condition_messenger.py	pyro/infer/csis.py	3	7	5
pyro/poutine/condition_messenger.py	pyro/infer/importance.py	3	7	33
pyro/poutine/condition_messenger.py	pyro/infer/mcmc/api.py	3	7	24
pyro/poutine/condition_messenger.py	pyro/infer/mcmc/hmc.py	3	7	77
pyro/poutine/condition_messenger.py	pyro/infer/mcmc/nuts.py	3	7	59
pyro/poutine/condition_messenger.py	pyro/infer/renyi_elbo.py	3	7	14
pyro/poutine/condition_messenger.py	pyro/infer/svi.py	3	7	28
pyro/poutine/condition_messenger.py	pyro/infer/trace_mean_field_elbo.py	3	7	10
pyro/poutine/condition_messenger.py	pyro/infer/trace_mmd.py	3	7	6
pyro/poutine/condition_messenger.py	pyro/infer/util.py	3	7	49
pyro/poutine/condition_messenger.py	pyro/nn/auto_reg_nn.py	3	7	25
pyro/poutine/condition_messenger.py	pyro/nn/dense_nn.py	3	7	6
pyro/poutine/condition_messenger.py	pyro/ops/contract.py	3	7	21
pyro/poutine/condition_messenger.py	pyro/ops/dual_averaging.py	3	7	7
pyro/poutine/condition_messenger.py	pyro/ops/einsum/util.py	3	7	4
pyro/poutine/condition_messenger.py	pyro/ops/indexing.py	3	7	6
pyro/poutine/condition_messenger.py	pyro/ops/jit.py	3	7	9
pyro/poutine/condition_messenger.py	pyro/ops/rings.py	3	7	10
pyro/poutine/condition_messenger.py	pyro/optim/adagrad_rmsprop.py	3	7	6
pyro/poutine/condition_messenger.py	pyro/optim/clipped_adam.py	3	7	10
pyro/poutine/condition_messenger.py	pyro/optim/lr_scheduler.py	3	7	10
pyro/poutine/condition_messenger.py	pyro/optim/multi.py	3	7	7
pyro/poutine/condition_messenger.py	pyro/optim/optim.py	3	7	24
pyro/poutine/condition_messenger.py	pyro/params/param_store.py	3	7	38
pyro/poutine/condition_messenger.py	pyro/poutine/broadcast_messenger.py	3	7	9
pyro/poutine/do_messenger.py	pyro/poutine/condition_messenger.py	3	3	7
pyro/poutine/enum_messenger.py	pyro/infer/discrete.py	3	4	11
pyro/poutine/enum_messenger.py	pyro/infer/traceenum_elbo.py	3	4	64
pyro/poutine/enum_messenger.py	pyro/poutine/block_messenger.py	3	4	12
pyro/poutine/enum_messenger.py	pyro/poutine/condition_messenger.py	3	4	7
pyro/poutine/enum_messenger.py	pyro/infer/enum.py	3	4	32
pyro/poutine/enum_messenger.py	pyro/infer/tracetmc_elbo.py	3	4	5
pyro/poutine/escape_messenger.py	examples/air/air.py	3	6	36
pyro/poutine/escape_messenger.py	examples/contrib/gp/sv-dkl.py	3	6	34
pyro/poutine/escape_messenger.py	examples/hmm.py	3	6	45
pyro/poutine/escape_messenger.py	examples/rsa/search_inference.py	3	6	9
pyro/poutine/escape_messenger.py	examples/sparse_gamma_def.py	3	6	28
pyro/poutine/escape_messenger.py	examples/vae/ss_vae_M2.py	3	6	34
pyro/poutine/escape_messenger.py	examples/vae/utils/custom_mlp.py	3	6	6
pyro/poutine/escape_messenger.py	examples/vae/utils/mnist_cached.py	3	6	9
pyro/poutine/escape_messenger.py	examples/vae/vae_comparison.py	3	6	29
pyro/poutine/escape_messenger.py	profiler/profiling_utils.py	3	6	5
pyro/poutine/escape_messenger.py	pyro/contrib/autoname/named.py	3	6	5
pyro/poutine/escape_messenger.py	pyro/contrib/gp/kernels/brownian.py	3	6	12
pyro/poutine/escape_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	3	6	9
pyro/poutine/escape_messenger.py	pyro/contrib/gp/kernels/dot_product.py	3	6	13
pyro/poutine/escape_messenger.py	pyro/contrib/gp/kernels/isotropic.py	3	6	14
pyro/poutine/escape_messenger.py	pyro/contrib/gp/kernels/static.py	3	6	13
pyro/poutine/escape_messenger.py	pyro/contrib/gp/likelihoods/binary.py	3	6	17
pyro/poutine/escape_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	3	6	18
pyro/poutine/escape_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	3	6	12
pyro/poutine/escape_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	3	6	15
pyro/poutine/escape_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	3	6	11
pyro/poutine/escape_messenger.py	pyro/contrib/gp/models/gplvm.py	3	6	12
pyro/poutine/escape_messenger.py	pyro/contrib/gp/models/gpr.py	3	6	27
pyro/poutine/escape_messenger.py	pyro/contrib/gp/models/model.py	3	6	24
pyro/poutine/escape_messenger.py	pyro/contrib/gp/models/vgp.py	3	6	21
pyro/poutine/escape_messenger.py	pyro/contrib/gp/models/vsgp.py	3	6	11
pyro/poutine/escape_messenger.py	pyro/contrib/gp/parameterized.py	3	6	8
pyro/poutine/escape_messenger.py	pyro/contrib/minipyro.py	3	6	17
pyro/poutine/escape_messenger.py	pyro/contrib/oed/eig.py	3	6	17
pyro/poutine/escape_messenger.py	pyro/contrib/tracking/assignment.py	3	6	9
pyro/poutine/escape_messenger.py	pyro/contrib/tracking/distributions.py	3	6	6
pyro/poutine/escape_messenger.py	pyro/contrib/tracking/hashing.py	3	6	8
pyro/poutine/escape_messenger.py	pyro/distributions/avf_mvn.py	3	6	6
pyro/poutine/escape_messenger.py	pyro/distributions/conjugate.py	3	6	13
pyro/poutine/escape_messenger.py	pyro/distributions/delta.py	3	6	44
pyro/poutine/escape_messenger.py	pyro/distributions/diag_normal_mixture.py	3	6	8
pyro/poutine/escape_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	6	9
pyro/poutine/escape_messenger.py	pyro/distributions/gaussian_scale_mixture.py	3	6	9
pyro/poutine/escape_messenger.py	pyro/distributions/hmm.py	3	6	30
pyro/poutine/escape_messenger.py	pyro/distributions/inverse_gamma.py	3	6	6
pyro/poutine/escape_messenger.py	pyro/distributions/lkj.py	3	6	10
pyro/poutine/escape_messenger.py	pyro/distributions/mixture.py	3	6	8
pyro/poutine/escape_messenger.py	pyro/distributions/omt_mvn.py	3	6	18
pyro/poutine/escape_messenger.py	pyro/distributions/relaxed_straight_through.py	3	6	8
pyro/poutine/escape_messenger.py	pyro/distributions/spanning_tree.py	3	6	7
pyro/poutine/escape_messenger.py	pyro/distributions/testing/naive_dirichlet.py	3	6	7
pyro/poutine/escape_messenger.py	pyro/distributions/testing/rejection_gamma.py	3	6	19
pyro/poutine/escape_messenger.py	pyro/distributions/torch.py	3	6	40
pyro/poutine/escape_messenger.py	pyro/distributions/torch_distribution.py	3	6	39
pyro/poutine/escape_messenger.py	pyro/distributions/torch_transform.py	3	6	7
pyro/poutine/escape_messenger.py	pyro/distributions/transforms/affine_coupling.py	3	6	13
pyro/poutine/escape_messenger.py	pyro/distributions/transforms/block_autoregressive.py	3	6	12
pyro/poutine/escape_messenger.py	pyro/distributions/transforms/householder.py	3	6	11
pyro/poutine/escape_messenger.py	pyro/distributions/transforms/permute.py	3	6	13
pyro/poutine/escape_messenger.py	pyro/distributions/transforms/planar.py	3	6	16
pyro/poutine/escape_messenger.py	pyro/distributions/transforms/polynomial.py	3	6	9
pyro/poutine/escape_messenger.py	pyro/distributions/transforms/radial.py	3	6	15
pyro/poutine/escape_messenger.py	pyro/distributions/transforms/sylvester.py	3	6	12
pyro/poutine/escape_messenger.py	pyro/distributions/von_mises_3d.py	3	6	4
pyro/poutine/escape_messenger.py	pyro/infer/csis.py	3	6	5
pyro/poutine/escape_messenger.py	pyro/infer/discrete.py	3	6	11
pyro/poutine/escape_messenger.py	pyro/infer/importance.py	3	6	33
pyro/poutine/escape_messenger.py	pyro/infer/mcmc/api.py	3	6	24
pyro/poutine/escape_messenger.py	pyro/infer/renyi_elbo.py	3	6	14
pyro/poutine/escape_messenger.py	pyro/infer/svi.py	3	6	28
pyro/poutine/escape_messenger.py	pyro/infer/trace_mean_field_elbo.py	3	6	10
pyro/poutine/escape_messenger.py	pyro/infer/trace_mmd.py	3	6	6
pyro/poutine/escape_messenger.py	pyro/infer/traceenum_elbo.py	3	6	64
pyro/poutine/escape_messenger.py	pyro/infer/util.py	3	6	49
pyro/poutine/escape_messenger.py	pyro/nn/auto_reg_nn.py	3	6	25
pyro/poutine/escape_messenger.py	pyro/nn/dense_nn.py	3	6	6
pyro/poutine/escape_messenger.py	pyro/ops/contract.py	3	6	21
pyro/poutine/escape_messenger.py	pyro/ops/dual_averaging.py	3	6	7
pyro/poutine/escape_messenger.py	pyro/ops/einsum/util.py	3	6	4
pyro/poutine/escape_messenger.py	pyro/ops/indexing.py	3	6	6
pyro/poutine/escape_messenger.py	pyro/ops/jit.py	3	6	9
pyro/poutine/escape_messenger.py	pyro/ops/rings.py	3	6	10
pyro/poutine/escape_messenger.py	pyro/optim/adagrad_rmsprop.py	3	6	6
pyro/poutine/escape_messenger.py	pyro/optim/clipped_adam.py	3	6	10
pyro/poutine/escape_messenger.py	pyro/optim/lr_scheduler.py	3	6	10
pyro/poutine/escape_messenger.py	pyro/optim/multi.py	3	6	7
pyro/poutine/escape_messenger.py	examples/air/main.py	3	6	37
pyro/poutine/escape_messenger.py	examples/inclined_plane.py	3	6	35
pyro/poutine/escape_messenger.py	profiler/distributions.py	3	6	11
pyro/poutine/escape_messenger.py	pyro/__init__.py	3	6	176
pyro/poutine/escape_messenger.py	pyro/contrib/__init__.py	3	6	17
pyro/poutine/escape_messenger.py	pyro/contrib/gp/__init__.py	3	6	14
pyro/poutine/escape_messenger.py	pyro/contrib/gp/kernels/__init__.py	3	6	12
pyro/poutine/escape_messenger.py	pyro/contrib/gp/models/__init__.py	3	6	11
pyro/poutine/escape_messenger.py	pyro/distributions/__init__.py	3	6	114
pyro/poutine/escape_messenger.py	pyro/optim/__init__.py	3	6	17
pyro/poutine/escape_messenger.py	pyro/params/__init__.py	3	6	12
pyro/poutine/handlers.py	pyro/contrib/__init__.py	3	30	17
pyro/poutine/handlers.py	examples/baseball.py	3	30	46
pyro/poutine/handlers.py	examples/capture_recapture/cjs.py	3	30	9
pyro/poutine/handlers.py	examples/lda.py	3	30	25
pyro/poutine/handlers.py	examples/mixed_hmm/seal_data.py	3	30	5
pyro/poutine/handlers.py	examples/rsa/search_inference.py	3	30	9
pyro/poutine/handlers.py	examples/sparse_gamma_def.py	3	30	28
pyro/poutine/handlers.py	pyro/contrib/easyguide/easyguide.py	3	30	9
pyro/poutine/handlers.py	pyro/contrib/gp/kernels/kernel.py	3	30	22
pyro/poutine/handlers.py	pyro/contrib/gp/models/gplvm.py	3	30	12
pyro/poutine/handlers.py	pyro/contrib/gp/models/model.py	3	30	24
pyro/poutine/handlers.py	pyro/contrib/minipyro.py	3	30	17
pyro/poutine/handlers.py	pyro/contrib/util.py	3	30	6
pyro/poutine/handlers.py	pyro/distributions/__init__.py	3	30	114
pyro/poutine/handlers.py	pyro/distributions/distribution.py	3	30	44
pyro/poutine/handlers.py	pyro/distributions/gaussian_scale_mixture.py	3	30	9
pyro/poutine/handlers.py	pyro/distributions/rejector.py	3	30	10
pyro/poutine/handlers.py	pyro/distributions/spanning_tree.py	3	30	7
pyro/poutine/handlers.py	pyro/distributions/transforms/block_autoregressive.py	3	30	12
pyro/poutine/handlers.py	pyro/generic.py	3	30	7
pyro/poutine/handlers.py	pyro/infer/csis.py	3	30	5
pyro/poutine/handlers.py	pyro/infer/discrete.py	3	30	11
pyro/poutine/handlers.py	pyro/infer/importance.py	3	30	33
pyro/poutine/handlers.py	pyro/infer/mcmc/mcmc_kernel.py	3	30	5
pyro/poutine/handlers.py	pyro/nn/auto_reg_nn.py	3	30	25
pyro/poutine/handlers.py	pyro/ops/einsum/adjoint.py	3	30	7
pyro/poutine/handlers.py	pyro/ops/einsum/torch_map.py	3	30	5
pyro/poutine/handlers.py	pyro/ops/einsum/torch_sample.py	3	30	5
pyro/poutine/handlers.py	pyro/ops/indexing.py	3	30	6
pyro/poutine/handlers.py	pyro/ops/jit.py	3	30	9
pyro/poutine/handlers.py	pyro/ops/rings.py	3	30	10
pyro/poutine/handlers.py	pyro/ops/stats.py	3	30	17
pyro/poutine/indep_messenger.py	examples/air/air.py	3	11	36
pyro/poutine/indep_messenger.py	examples/contrib/gp/sv-dkl.py	3	11	34
pyro/poutine/indep_messenger.py	examples/dmm/dmm.py	3	11	56
pyro/poutine/indep_messenger.py	examples/rsa/search_inference.py	3	11	9
pyro/poutine/indep_messenger.py	examples/vae/ss_vae_M2.py	3	11	34
pyro/poutine/indep_messenger.py	examples/vae/utils/mnist_cached.py	3	11	9
pyro/poutine/indep_messenger.py	examples/vae/vae.py	3	11	29
pyro/poutine/indep_messenger.py	examples/vae/vae_comparison.py	3	11	29
pyro/poutine/indep_messenger.py	profiler/profiling_utils.py	3	11	5
pyro/poutine/indep_messenger.py	pyro/contrib/autoname/named.py	3	11	5
pyro/poutine/indep_messenger.py	pyro/contrib/gp/kernels/brownian.py	3	11	12
pyro/poutine/indep_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	3	11	9
pyro/poutine/indep_messenger.py	pyro/contrib/gp/kernels/dot_product.py	3	11	13
pyro/poutine/indep_messenger.py	pyro/contrib/gp/kernels/isotropic.py	3	11	14
pyro/poutine/indep_messenger.py	pyro/contrib/gp/kernels/kernel.py	3	11	22
pyro/poutine/indep_messenger.py	pyro/contrib/gp/kernels/periodic.py	3	11	12
pyro/poutine/indep_messenger.py	pyro/contrib/gp/kernels/static.py	3	11	13
pyro/poutine/indep_messenger.py	pyro/contrib/gp/likelihoods/binary.py	3	11	17
pyro/poutine/indep_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	3	11	18
pyro/poutine/indep_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	3	11	12
pyro/poutine/indep_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	3	11	15
pyro/poutine/indep_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	3	11	11
pyro/poutine/indep_messenger.py	pyro/contrib/gp/models/model.py	3	11	24
pyro/poutine/indep_messenger.py	pyro/contrib/gp/parameterized.py	3	11	8
pyro/poutine/indep_messenger.py	pyro/contrib/minipyro.py	3	11	17
pyro/poutine/indep_messenger.py	pyro/contrib/tracking/assignment.py	3	11	9
pyro/poutine/indep_messenger.py	pyro/contrib/tracking/distributions.py	3	11	6
pyro/poutine/indep_messenger.py	pyro/contrib/tracking/hashing.py	3	11	8
pyro/poutine/indep_messenger.py	pyro/distributions/avf_mvn.py	3	11	6
pyro/poutine/indep_messenger.py	pyro/distributions/conjugate.py	3	11	13
pyro/poutine/indep_messenger.py	pyro/distributions/empirical.py	3	11	13
pyro/poutine/indep_messenger.py	pyro/distributions/gaussian_scale_mixture.py	3	11	9
pyro/poutine/indep_messenger.py	pyro/distributions/hmm.py	3	11	30
pyro/poutine/indep_messenger.py	pyro/distributions/inverse_gamma.py	3	11	6
pyro/poutine/indep_messenger.py	pyro/distributions/lkj.py	3	11	10
pyro/poutine/indep_messenger.py	pyro/distributions/spanning_tree.py	3	11	7
pyro/poutine/indep_messenger.py	pyro/distributions/testing/naive_dirichlet.py	3	11	7
pyro/poutine/indep_messenger.py	pyro/distributions/testing/rejection_exponential.py	3	11	9
pyro/poutine/indep_messenger.py	pyro/distributions/torch_transform.py	3	11	7
pyro/poutine/indep_messenger.py	pyro/distributions/transforms/affine_coupling.py	3	11	13
pyro/poutine/indep_messenger.py	pyro/distributions/transforms/block_autoregressive.py	3	11	12
pyro/poutine/indep_messenger.py	pyro/distributions/transforms/householder.py	3	11	11
pyro/poutine/indep_messenger.py	pyro/distributions/transforms/permute.py	3	11	13
pyro/poutine/indep_messenger.py	pyro/distributions/transforms/planar.py	3	11	16
pyro/poutine/indep_messenger.py	pyro/distributions/transforms/polynomial.py	3	11	9
pyro/poutine/indep_messenger.py	pyro/distributions/transforms/radial.py	3	11	15
pyro/poutine/indep_messenger.py	pyro/distributions/transforms/sylvester.py	3	11	12
pyro/poutine/indep_messenger.py	pyro/distributions/von_mises_3d.py	3	11	4
pyro/poutine/indep_messenger.py	pyro/infer/abstract_infer.py	3	11	64
pyro/poutine/indep_messenger.py	pyro/infer/csis.py	3	11	5
pyro/poutine/indep_messenger.py	pyro/infer/discrete.py	3	11	11
pyro/poutine/indep_messenger.py	pyro/infer/importance.py	3	11	33
pyro/poutine/indep_messenger.py	pyro/infer/mcmc/api.py	3	11	24
pyro/poutine/indep_messenger.py	pyro/infer/svi.py	3	11	28
pyro/poutine/indep_messenger.py	pyro/infer/trace_mean_field_elbo.py	3	11	10
pyro/poutine/indep_messenger.py	pyro/infer/trace_mmd.py	3	11	6
pyro/poutine/indep_messenger.py	pyro/nn/auto_reg_nn.py	3	11	25
pyro/poutine/indep_messenger.py	pyro/nn/dense_nn.py	3	11	6
pyro/poutine/indep_messenger.py	pyro/ops/dual_averaging.py	3	11	7
pyro/poutine/indep_messenger.py	pyro/ops/einsum/util.py	3	11	4
pyro/poutine/indep_messenger.py	pyro/ops/indexing.py	3	11	6
pyro/poutine/indep_messenger.py	pyro/ops/rings.py	3	11	10
pyro/poutine/indep_messenger.py	pyro/optim/adagrad_rmsprop.py	3	11	6
pyro/poutine/indep_messenger.py	pyro/optim/clipped_adam.py	3	11	10
pyro/poutine/indep_messenger.py	pyro/optim/lr_scheduler.py	3	11	10
pyro/poutine/indep_messenger.py	pyro/optim/multi.py	3	11	7
pyro/poutine/indep_messenger.py	pyro/optim/optim.py	3	11	24
pyro/poutine/indep_messenger.py	examples/baseball.py	3	11	46
pyro/poutine/indep_messenger.py	examples/contrib/autoname/scoping_mixture.py	3	11	22
pyro/poutine/indep_messenger.py	examples/eight_schools/mcmc.py	3	11	29
pyro/poutine/indep_messenger.py	examples/lda.py	3	11	25
pyro/poutine/indep_messenger.py	pyro/contrib/examples/util.py	3	11	9
pyro/poutine/indep_messenger.py	pyro/contrib/gp/util.py	3	11	19
pyro/poutine/indep_messenger.py	pyro/distributions/__init__.py	3	11	114
pyro/poutine/indep_messenger.py	pyro/distributions/torch_patch.py	3	11	27
pyro/poutine/indep_messenger.py	pyro/ops/einsum/__init__.py	3	11	13
pyro/poutine/indep_messenger.py	pyro/params/__init__.py	3	11	12
pyro/poutine/infer_config_messenger.py	examples/contrib/gp/sv-dkl.py	3	5	34
pyro/poutine/infer_config_messenger.py	examples/hmm.py	3	5	45
pyro/poutine/infer_config_messenger.py	examples/rsa/search_inference.py	3	5	9
pyro/poutine/infer_config_messenger.py	examples/sparse_gamma_def.py	3	5	28
pyro/poutine/infer_config_messenger.py	profiler/profiling_utils.py	3	5	5
pyro/poutine/infer_config_messenger.py	pyro/contrib/autoname/named.py	3	5	5
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/kernels/brownian.py	3	5	12
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	3	5	9
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/kernels/dot_product.py	3	5	13
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/kernels/isotropic.py	3	5	14
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/kernels/kernel.py	3	5	22
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/kernels/periodic.py	3	5	12
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/kernels/static.py	3	5	13
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/likelihoods/binary.py	3	5	17
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	3	5	18
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	3	5	12
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	3	5	15
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	3	5	11
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/models/gplvm.py	3	5	12
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/models/gpr.py	3	5	27
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/models/model.py	3	5	24
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/models/sgpr.py	3	5	32
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/models/vgp.py	3	5	21
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/models/vsgp.py	3	5	11
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/parameterized.py	3	5	8
pyro/poutine/infer_config_messenger.py	pyro/contrib/minipyro.py	3	5	17
pyro/poutine/infer_config_messenger.py	pyro/contrib/oed/eig.py	3	5	17
pyro/poutine/infer_config_messenger.py	pyro/contrib/tracking/assignment.py	3	5	9
pyro/poutine/infer_config_messenger.py	pyro/contrib/tracking/distributions.py	3	5	6
pyro/poutine/infer_config_messenger.py	pyro/contrib/tracking/hashing.py	3	5	8
pyro/poutine/infer_config_messenger.py	pyro/distributions/avf_mvn.py	3	5	6
pyro/poutine/infer_config_messenger.py	pyro/distributions/conjugate.py	3	5	13
pyro/poutine/infer_config_messenger.py	pyro/distributions/delta.py	3	5	44
pyro/poutine/infer_config_messenger.py	pyro/distributions/diag_normal_mixture.py	3	5	8
pyro/poutine/infer_config_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	5	9
pyro/poutine/infer_config_messenger.py	pyro/distributions/empirical.py	3	5	13
pyro/poutine/infer_config_messenger.py	pyro/distributions/gaussian_scale_mixture.py	3	5	9
pyro/poutine/infer_config_messenger.py	pyro/distributions/hmm.py	3	5	30
pyro/poutine/infer_config_messenger.py	pyro/distributions/inverse_gamma.py	3	5	6
pyro/poutine/infer_config_messenger.py	pyro/distributions/lkj.py	3	5	10
pyro/poutine/infer_config_messenger.py	pyro/distributions/mixture.py	3	5	8
pyro/poutine/infer_config_messenger.py	pyro/distributions/omt_mvn.py	3	5	18
pyro/poutine/infer_config_messenger.py	pyro/distributions/relaxed_straight_through.py	3	5	8
pyro/poutine/infer_config_messenger.py	pyro/distributions/spanning_tree.py	3	5	7
pyro/poutine/infer_config_messenger.py	pyro/distributions/testing/naive_dirichlet.py	3	5	7
pyro/poutine/infer_config_messenger.py	pyro/distributions/testing/rejection_exponential.py	3	5	9
pyro/poutine/infer_config_messenger.py	pyro/distributions/testing/rejection_gamma.py	3	5	19
pyro/poutine/infer_config_messenger.py	pyro/distributions/torch.py	3	5	40
pyro/poutine/infer_config_messenger.py	pyro/distributions/torch_distribution.py	3	5	39
pyro/poutine/infer_config_messenger.py	pyro/distributions/torch_transform.py	3	5	7
pyro/poutine/infer_config_messenger.py	pyro/distributions/transforms/affine_coupling.py	3	5	13
pyro/poutine/infer_config_messenger.py	pyro/distributions/transforms/block_autoregressive.py	3	5	12
pyro/poutine/infer_config_messenger.py	pyro/distributions/transforms/householder.py	3	5	11
pyro/poutine/infer_config_messenger.py	pyro/distributions/transforms/permute.py	3	5	13
pyro/poutine/infer_config_messenger.py	pyro/distributions/transforms/planar.py	3	5	16
pyro/poutine/infer_config_messenger.py	pyro/distributions/transforms/polynomial.py	3	5	9
pyro/poutine/infer_config_messenger.py	pyro/distributions/transforms/radial.py	3	5	15
pyro/poutine/infer_config_messenger.py	pyro/distributions/transforms/sylvester.py	3	5	12
pyro/poutine/infer_config_messenger.py	pyro/distributions/util.py	3	5	62
pyro/poutine/infer_config_messenger.py	pyro/distributions/von_mises_3d.py	3	5	4
pyro/poutine/infer_config_messenger.py	pyro/infer/abstract_infer.py	3	5	64
pyro/poutine/infer_config_messenger.py	pyro/infer/csis.py	3	5	5
pyro/poutine/infer_config_messenger.py	pyro/infer/importance.py	3	5	33
pyro/poutine/infer_config_messenger.py	pyro/infer/mcmc/api.py	3	5	24
pyro/poutine/infer_config_messenger.py	pyro/infer/mcmc/hmc.py	3	5	77
pyro/poutine/infer_config_messenger.py	pyro/infer/mcmc/nuts.py	3	5	59
pyro/poutine/infer_config_messenger.py	pyro/infer/renyi_elbo.py	3	5	14
pyro/poutine/infer_config_messenger.py	pyro/infer/svi.py	3	5	28
pyro/poutine/infer_config_messenger.py	pyro/infer/trace_mean_field_elbo.py	3	5	10
pyro/poutine/infer_config_messenger.py	pyro/infer/trace_mmd.py	3	5	6
pyro/poutine/infer_config_messenger.py	pyro/infer/util.py	3	5	49
pyro/poutine/infer_config_messenger.py	pyro/nn/auto_reg_nn.py	3	5	25
pyro/poutine/infer_config_messenger.py	pyro/nn/dense_nn.py	3	5	6
pyro/poutine/infer_config_messenger.py	pyro/ops/contract.py	3	5	21
pyro/poutine/infer_config_messenger.py	pyro/ops/dual_averaging.py	3	5	7
pyro/poutine/infer_config_messenger.py	pyro/ops/einsum/util.py	3	5	4
pyro/poutine/infer_config_messenger.py	pyro/ops/indexing.py	3	5	6
pyro/poutine/infer_config_messenger.py	pyro/ops/jit.py	3	5	9
pyro/poutine/infer_config_messenger.py	pyro/ops/rings.py	3	5	10
pyro/poutine/infer_config_messenger.py	pyro/optim/adagrad_rmsprop.py	3	5	6
pyro/poutine/infer_config_messenger.py	pyro/optim/clipped_adam.py	3	5	10
pyro/poutine/infer_config_messenger.py	pyro/optim/lr_scheduler.py	3	5	10
pyro/poutine/infer_config_messenger.py	pyro/optim/multi.py	3	5	7
pyro/poutine/infer_config_messenger.py	pyro/optim/optim.py	3	5	24
pyro/poutine/infer_config_messenger.py	pyro/params/param_store.py	3	5	38
pyro/poutine/infer_config_messenger.py	pyro/poutine/enum_messenger.py	3	5	4
pyro/poutine/infer_config_messenger.py	pyro/infer/enum.py	3	5	32
pyro/poutine/infer_config_messenger.py	pyro/poutine/__init__.py	3	5	64
pyro/poutine/infer_config_messenger.py	pyro/poutine/broadcast_messenger.py	3	5	9
pyro/poutine/infer_config_messenger.py	pyro/poutine/handlers.py	3	5	30
pyro/poutine/lift_messenger.py	examples/contrib/gp/sv-dkl.py	3	9	34
pyro/poutine/lift_messenger.py	examples/hmm.py	3	9	45
pyro/poutine/lift_messenger.py	examples/rsa/search_inference.py	3	9	9
pyro/poutine/lift_messenger.py	examples/sparse_gamma_def.py	3	9	28
pyro/poutine/lift_messenger.py	profiler/profiling_utils.py	3	9	5
pyro/poutine/lift_messenger.py	pyro/contrib/autoname/named.py	3	9	5
pyro/poutine/lift_messenger.py	pyro/contrib/gp/kernels/brownian.py	3	9	12
pyro/poutine/lift_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	3	9	9
pyro/poutine/lift_messenger.py	pyro/contrib/gp/kernels/dot_product.py	3	9	13
pyro/poutine/lift_messenger.py	pyro/contrib/gp/kernels/isotropic.py	3	9	14
pyro/poutine/lift_messenger.py	pyro/contrib/gp/kernels/kernel.py	3	9	22
pyro/poutine/lift_messenger.py	pyro/contrib/gp/kernels/periodic.py	3	9	12
pyro/poutine/lift_messenger.py	pyro/contrib/gp/kernels/static.py	3	9	13
pyro/poutine/lift_messenger.py	pyro/contrib/gp/likelihoods/binary.py	3	9	17
pyro/poutine/lift_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	3	9	18
pyro/poutine/lift_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	3	9	12
pyro/poutine/lift_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	3	9	15
pyro/poutine/lift_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	3	9	11
pyro/poutine/lift_messenger.py	pyro/contrib/gp/models/gplvm.py	3	9	12
pyro/poutine/lift_messenger.py	pyro/contrib/gp/models/gpr.py	3	9	27
pyro/poutine/lift_messenger.py	pyro/contrib/gp/models/model.py	3	9	24
pyro/poutine/lift_messenger.py	pyro/contrib/gp/models/sgpr.py	3	9	32
pyro/poutine/lift_messenger.py	pyro/contrib/gp/models/vgp.py	3	9	21
pyro/poutine/lift_messenger.py	pyro/contrib/gp/models/vsgp.py	3	9	11
pyro/poutine/lift_messenger.py	pyro/contrib/gp/parameterized.py	3	9	8
pyro/poutine/lift_messenger.py	pyro/contrib/minipyro.py	3	9	17
pyro/poutine/lift_messenger.py	pyro/contrib/oed/eig.py	3	9	17
pyro/poutine/lift_messenger.py	pyro/contrib/tracking/assignment.py	3	9	9
pyro/poutine/lift_messenger.py	pyro/contrib/tracking/distributions.py	3	9	6
pyro/poutine/lift_messenger.py	pyro/contrib/tracking/hashing.py	3	9	8
pyro/poutine/lift_messenger.py	pyro/distributions/avf_mvn.py	3	9	6
pyro/poutine/lift_messenger.py	pyro/distributions/conjugate.py	3	9	13
pyro/poutine/lift_messenger.py	pyro/distributions/delta.py	3	9	44
pyro/poutine/lift_messenger.py	pyro/distributions/diag_normal_mixture.py	3	9	8
pyro/poutine/lift_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	9	9
pyro/poutine/lift_messenger.py	pyro/distributions/empirical.py	3	9	13
pyro/poutine/lift_messenger.py	pyro/distributions/gaussian_scale_mixture.py	3	9	9
pyro/poutine/lift_messenger.py	pyro/distributions/hmm.py	3	9	30
pyro/poutine/lift_messenger.py	pyro/distributions/inverse_gamma.py	3	9	6
pyro/poutine/lift_messenger.py	pyro/distributions/lkj.py	3	9	10
pyro/poutine/lift_messenger.py	pyro/distributions/mixture.py	3	9	8
pyro/poutine/lift_messenger.py	pyro/distributions/omt_mvn.py	3	9	18
pyro/poutine/lift_messenger.py	pyro/distributions/relaxed_straight_through.py	3	9	8
pyro/poutine/lift_messenger.py	pyro/distributions/spanning_tree.py	3	9	7
pyro/poutine/lift_messenger.py	pyro/distributions/testing/naive_dirichlet.py	3	9	7
pyro/poutine/lift_messenger.py	pyro/distributions/testing/rejection_exponential.py	3	9	9
pyro/poutine/lift_messenger.py	pyro/distributions/testing/rejection_gamma.py	3	9	19
pyro/poutine/lift_messenger.py	pyro/distributions/torch.py	3	9	40
pyro/poutine/lift_messenger.py	pyro/distributions/torch_distribution.py	3	9	39
pyro/poutine/lift_messenger.py	pyro/distributions/torch_transform.py	3	9	7
pyro/poutine/lift_messenger.py	pyro/distributions/transforms/affine_coupling.py	3	9	13
pyro/poutine/lift_messenger.py	pyro/distributions/transforms/block_autoregressive.py	3	9	12
pyro/poutine/lift_messenger.py	pyro/distributions/transforms/householder.py	3	9	11
pyro/poutine/lift_messenger.py	pyro/distributions/transforms/permute.py	3	9	13
pyro/poutine/lift_messenger.py	pyro/distributions/transforms/planar.py	3	9	16
pyro/poutine/lift_messenger.py	pyro/distributions/transforms/polynomial.py	3	9	9
pyro/poutine/lift_messenger.py	pyro/distributions/transforms/radial.py	3	9	15
pyro/poutine/lift_messenger.py	pyro/distributions/transforms/sylvester.py	3	9	12
pyro/poutine/lift_messenger.py	pyro/distributions/util.py	3	9	62
pyro/poutine/lift_messenger.py	pyro/distributions/von_mises_3d.py	3	9	4
pyro/poutine/lift_messenger.py	pyro/infer/abstract_infer.py	3	9	64
pyro/poutine/lift_messenger.py	pyro/infer/csis.py	3	9	5
pyro/poutine/lift_messenger.py	pyro/infer/importance.py	3	9	33
pyro/poutine/lift_messenger.py	pyro/infer/mcmc/api.py	3	9	24
pyro/poutine/lift_messenger.py	pyro/infer/mcmc/hmc.py	3	9	77
pyro/poutine/lift_messenger.py	pyro/infer/mcmc/nuts.py	3	9	59
pyro/poutine/lift_messenger.py	pyro/infer/renyi_elbo.py	3	9	14
pyro/poutine/lift_messenger.py	pyro/infer/svi.py	3	9	28
pyro/poutine/lift_messenger.py	pyro/infer/trace_mean_field_elbo.py	3	9	10
pyro/poutine/lift_messenger.py	pyro/infer/trace_mmd.py	3	9	6
pyro/poutine/lift_messenger.py	pyro/infer/util.py	3	9	49
pyro/poutine/lift_messenger.py	pyro/nn/auto_reg_nn.py	3	9	25
pyro/poutine/lift_messenger.py	pyro/nn/dense_nn.py	3	9	6
pyro/poutine/lift_messenger.py	pyro/ops/contract.py	3	9	21
pyro/poutine/lift_messenger.py	pyro/ops/dual_averaging.py	3	9	7
pyro/poutine/lift_messenger.py	pyro/ops/einsum/util.py	3	9	4
pyro/poutine/lift_messenger.py	pyro/ops/indexing.py	3	9	6
pyro/poutine/lift_messenger.py	pyro/ops/jit.py	3	9	9
pyro/poutine/lift_messenger.py	pyro/ops/rings.py	3	9	10
pyro/poutine/lift_messenger.py	pyro/optim/adagrad_rmsprop.py	3	9	6
pyro/poutine/lift_messenger.py	pyro/optim/clipped_adam.py	3	9	10
pyro/poutine/lift_messenger.py	pyro/optim/lr_scheduler.py	3	9	10
pyro/poutine/lift_messenger.py	pyro/optim/multi.py	3	9	7
pyro/poutine/lift_messenger.py	pyro/optim/optim.py	3	9	24
pyro/poutine/lift_messenger.py	pyro/params/param_store.py	3	9	38
pyro/poutine/lift_messenger.py	pyro/poutine/enum_messenger.py	3	9	4
pyro/poutine/lift_messenger.py	pyro/infer/enum.py	3	9	32
pyro/poutine/lift_messenger.py	pyro/poutine/__init__.py	3	9	64
pyro/poutine/lift_messenger.py	pyro/poutine/broadcast_messenger.py	3	9	9
pyro/poutine/lift_messenger.py	pyro/poutine/handlers.py	3	9	30
pyro/poutine/markov_messenger.py	examples/contrib/gp/sv-dkl.py	3	7	34
pyro/poutine/markov_messenger.py	examples/rsa/search_inference.py	3	7	9
pyro/poutine/markov_messenger.py	examples/sparse_gamma_def.py	3	7	28
pyro/poutine/markov_messenger.py	profiler/profiling_utils.py	3	7	5
pyro/poutine/markov_messenger.py	pyro/contrib/autoname/named.py	3	7	5
pyro/poutine/markov_messenger.py	pyro/contrib/gp/kernels/brownian.py	3	7	12
pyro/poutine/markov_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	3	7	9
pyro/poutine/markov_messenger.py	pyro/contrib/gp/kernels/dot_product.py	3	7	13
pyro/poutine/markov_messenger.py	pyro/contrib/gp/kernels/isotropic.py	3	7	14
pyro/poutine/markov_messenger.py	pyro/contrib/gp/kernels/kernel.py	3	7	22
pyro/poutine/markov_messenger.py	pyro/contrib/gp/kernels/periodic.py	3	7	12
pyro/poutine/markov_messenger.py	pyro/contrib/gp/kernels/static.py	3	7	13
pyro/poutine/markov_messenger.py	pyro/contrib/gp/likelihoods/binary.py	3	7	17
pyro/poutine/markov_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	3	7	18
pyro/poutine/markov_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	3	7	12
pyro/poutine/markov_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	3	7	15
pyro/poutine/markov_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	3	7	11
pyro/poutine/markov_messenger.py	pyro/contrib/gp/models/gplvm.py	3	7	12
pyro/poutine/markov_messenger.py	pyro/contrib/gp/models/gpr.py	3	7	27
pyro/poutine/markov_messenger.py	pyro/contrib/gp/models/model.py	3	7	24
pyro/poutine/markov_messenger.py	pyro/contrib/gp/models/sgpr.py	3	7	32
pyro/poutine/markov_messenger.py	pyro/contrib/gp/models/vgp.py	3	7	21
pyro/poutine/markov_messenger.py	pyro/contrib/gp/models/vsgp.py	3	7	11
pyro/poutine/markov_messenger.py	pyro/contrib/gp/parameterized.py	3	7	8
pyro/poutine/markov_messenger.py	pyro/contrib/minipyro.py	3	7	17
pyro/poutine/markov_messenger.py	pyro/contrib/oed/eig.py	3	7	17
pyro/poutine/markov_messenger.py	pyro/contrib/tracking/assignment.py	3	7	9
pyro/poutine/markov_messenger.py	pyro/contrib/tracking/distributions.py	3	7	6
pyro/poutine/markov_messenger.py	pyro/contrib/tracking/hashing.py	3	7	8
pyro/poutine/markov_messenger.py	pyro/distributions/avf_mvn.py	3	7	6
pyro/poutine/markov_messenger.py	pyro/distributions/conjugate.py	3	7	13
pyro/poutine/markov_messenger.py	pyro/distributions/delta.py	3	7	44
pyro/poutine/markov_messenger.py	pyro/distributions/diag_normal_mixture.py	3	7	8
pyro/poutine/markov_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	7	9
pyro/poutine/markov_messenger.py	pyro/distributions/empirical.py	3	7	13
pyro/poutine/markov_messenger.py	pyro/distributions/gaussian_scale_mixture.py	3	7	9
pyro/poutine/markov_messenger.py	pyro/distributions/hmm.py	3	7	30
pyro/poutine/markov_messenger.py	pyro/distributions/inverse_gamma.py	3	7	6
pyro/poutine/markov_messenger.py	pyro/distributions/lkj.py	3	7	10
pyro/poutine/markov_messenger.py	pyro/distributions/mixture.py	3	7	8
pyro/poutine/markov_messenger.py	pyro/distributions/omt_mvn.py	3	7	18
pyro/poutine/markov_messenger.py	pyro/distributions/relaxed_straight_through.py	3	7	8
pyro/poutine/markov_messenger.py	pyro/distributions/spanning_tree.py	3	7	7
pyro/poutine/markov_messenger.py	pyro/distributions/testing/naive_dirichlet.py	3	7	7
pyro/poutine/markov_messenger.py	pyro/distributions/testing/rejection_exponential.py	3	7	9
pyro/poutine/markov_messenger.py	pyro/distributions/testing/rejection_gamma.py	3	7	19
pyro/poutine/markov_messenger.py	pyro/distributions/torch.py	3	7	40
pyro/poutine/markov_messenger.py	pyro/distributions/torch_distribution.py	3	7	39
pyro/poutine/markov_messenger.py	pyro/distributions/torch_transform.py	3	7	7
pyro/poutine/markov_messenger.py	pyro/distributions/transforms/affine_coupling.py	3	7	13
pyro/poutine/markov_messenger.py	pyro/distributions/transforms/block_autoregressive.py	3	7	12
pyro/poutine/markov_messenger.py	pyro/distributions/transforms/householder.py	3	7	11
pyro/poutine/markov_messenger.py	pyro/distributions/transforms/permute.py	3	7	13
pyro/poutine/markov_messenger.py	pyro/distributions/transforms/planar.py	3	7	16
pyro/poutine/markov_messenger.py	pyro/distributions/transforms/polynomial.py	3	7	9
pyro/poutine/markov_messenger.py	pyro/distributions/transforms/radial.py	3	7	15
pyro/poutine/markov_messenger.py	pyro/distributions/transforms/sylvester.py	3	7	12
pyro/poutine/markov_messenger.py	pyro/distributions/von_mises_3d.py	3	7	4
pyro/poutine/markov_messenger.py	pyro/infer/abstract_infer.py	3	7	64
pyro/poutine/markov_messenger.py	pyro/infer/csis.py	3	7	5
pyro/poutine/markov_messenger.py	pyro/infer/importance.py	3	7	33
pyro/poutine/markov_messenger.py	pyro/infer/mcmc/api.py	3	7	24
pyro/poutine/markov_messenger.py	pyro/infer/mcmc/util.py	3	7	35
pyro/poutine/markov_messenger.py	pyro/infer/renyi_elbo.py	3	7	14
pyro/poutine/markov_messenger.py	pyro/infer/svi.py	3	7	28
pyro/poutine/markov_messenger.py	pyro/infer/trace_mean_field_elbo.py	3	7	10
pyro/poutine/markov_messenger.py	pyro/infer/trace_mmd.py	3	7	6
pyro/poutine/markov_messenger.py	pyro/nn/auto_reg_nn.py	3	7	25
pyro/poutine/markov_messenger.py	pyro/nn/dense_nn.py	3	7	6
pyro/poutine/markov_messenger.py	pyro/ops/dual_averaging.py	3	7	7
pyro/poutine/markov_messenger.py	pyro/ops/einsum/util.py	3	7	4
pyro/poutine/markov_messenger.py	pyro/ops/indexing.py	3	7	6
pyro/poutine/markov_messenger.py	pyro/ops/jit.py	3	7	9
pyro/poutine/markov_messenger.py	pyro/ops/rings.py	3	7	10
pyro/poutine/markov_messenger.py	pyro/optim/adagrad_rmsprop.py	3	7	6
pyro/poutine/markov_messenger.py	pyro/optim/clipped_adam.py	3	7	10
pyro/poutine/markov_messenger.py	pyro/optim/lr_scheduler.py	3	7	10
pyro/poutine/markov_messenger.py	pyro/optim/multi.py	3	7	7
pyro/poutine/markov_messenger.py	pyro/optim/optim.py	3	7	24
pyro/poutine/markov_messenger.py	pyro/params/param_store.py	3	7	38
pyro/poutine/markov_messenger.py	pyro/poutine/enum_messenger.py	3	7	4
pyro/poutine/markov_messenger.py	pyro/poutine/escape_messenger.py	3	7	6
pyro/poutine/markov_messenger.py	pyro/poutine/indep_messenger.py	3	7	11
pyro/poutine/markov_messenger.py	pyro/__init__.py	3	7	176
pyro/poutine/markov_messenger.py	pyro/infer/enum.py	3	7	32
pyro/poutine/markov_messenger.py	pyro/ops/packed.py	3	7	10
pyro/poutine/markov_messenger.py	pyro/poutine/__init__.py	3	7	64
pyro/poutine/markov_messenger.py	pyro/poutine/broadcast_messenger.py	3	7	9
pyro/poutine/mask_messenger.py	examples/contrib/gp/sv-dkl.py	3	7	34
pyro/poutine/mask_messenger.py	examples/rsa/search_inference.py	3	7	9
pyro/poutine/mask_messenger.py	examples/sparse_gamma_def.py	3	7	28
pyro/poutine/mask_messenger.py	profiler/profiling_utils.py	3	7	5
pyro/poutine/mask_messenger.py	pyro/contrib/autoname/named.py	3	7	5
pyro/poutine/mask_messenger.py	pyro/contrib/autoname/scoping.py	3	7	6
pyro/poutine/mask_messenger.py	pyro/contrib/gp/kernels/brownian.py	3	7	12
pyro/poutine/mask_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	3	7	9
pyro/poutine/mask_messenger.py	pyro/contrib/gp/kernels/dot_product.py	3	7	13
pyro/poutine/mask_messenger.py	pyro/contrib/gp/kernels/isotropic.py	3	7	14
pyro/poutine/mask_messenger.py	pyro/contrib/gp/kernels/kernel.py	3	7	22
pyro/poutine/mask_messenger.py	pyro/contrib/gp/kernels/periodic.py	3	7	12
pyro/poutine/mask_messenger.py	pyro/contrib/gp/kernels/static.py	3	7	13
pyro/poutine/mask_messenger.py	pyro/contrib/gp/likelihoods/binary.py	3	7	17
pyro/poutine/mask_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	3	7	18
pyro/poutine/mask_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	3	7	12
pyro/poutine/mask_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	3	7	15
pyro/poutine/mask_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	3	7	11
pyro/poutine/mask_messenger.py	pyro/contrib/gp/models/gplvm.py	3	7	12
pyro/poutine/mask_messenger.py	pyro/contrib/gp/models/gpr.py	3	7	27
pyro/poutine/mask_messenger.py	pyro/contrib/gp/models/model.py	3	7	24
pyro/poutine/mask_messenger.py	pyro/contrib/gp/models/sgpr.py	3	7	32
pyro/poutine/mask_messenger.py	pyro/contrib/gp/models/vgp.py	3	7	21
pyro/poutine/mask_messenger.py	pyro/contrib/gp/models/vsgp.py	3	7	11
pyro/poutine/mask_messenger.py	pyro/contrib/gp/parameterized.py	3	7	8
pyro/poutine/mask_messenger.py	pyro/contrib/minipyro.py	3	7	17
pyro/poutine/mask_messenger.py	pyro/contrib/oed/eig.py	3	7	17
pyro/poutine/mask_messenger.py	pyro/contrib/tracking/assignment.py	3	7	9
pyro/poutine/mask_messenger.py	pyro/contrib/tracking/distributions.py	3	7	6
pyro/poutine/mask_messenger.py	pyro/contrib/tracking/hashing.py	3	7	8
pyro/poutine/mask_messenger.py	pyro/distributions/avf_mvn.py	3	7	6
pyro/poutine/mask_messenger.py	pyro/distributions/conjugate.py	3	7	13
pyro/poutine/mask_messenger.py	pyro/distributions/delta.py	3	7	44
pyro/poutine/mask_messenger.py	pyro/distributions/diag_normal_mixture.py	3	7	8
pyro/poutine/mask_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	7	9
pyro/poutine/mask_messenger.py	pyro/distributions/empirical.py	3	7	13
pyro/poutine/mask_messenger.py	pyro/distributions/gaussian_scale_mixture.py	3	7	9
pyro/poutine/mask_messenger.py	pyro/distributions/hmm.py	3	7	30
pyro/poutine/mask_messenger.py	pyro/distributions/inverse_gamma.py	3	7	6
pyro/poutine/mask_messenger.py	pyro/distributions/lkj.py	3	7	10
pyro/poutine/mask_messenger.py	pyro/distributions/omt_mvn.py	3	7	18
pyro/poutine/mask_messenger.py	pyro/distributions/relaxed_straight_through.py	3	7	8
pyro/poutine/mask_messenger.py	pyro/distributions/testing/naive_dirichlet.py	3	7	7
pyro/poutine/mask_messenger.py	pyro/distributions/testing/rejection_exponential.py	3	7	9
pyro/poutine/mask_messenger.py	pyro/distributions/testing/rejection_gamma.py	3	7	19
pyro/poutine/mask_messenger.py	pyro/distributions/torch.py	3	7	40
pyro/poutine/mask_messenger.py	pyro/distributions/torch_transform.py	3	7	7
pyro/poutine/mask_messenger.py	pyro/distributions/transforms/affine_coupling.py	3	7	13
pyro/poutine/mask_messenger.py	pyro/distributions/transforms/householder.py	3	7	11
pyro/poutine/mask_messenger.py	pyro/distributions/transforms/permute.py	3	7	13
pyro/poutine/mask_messenger.py	pyro/distributions/transforms/planar.py	3	7	16
pyro/poutine/mask_messenger.py	pyro/distributions/transforms/polynomial.py	3	7	9
pyro/poutine/mask_messenger.py	pyro/distributions/transforms/radial.py	3	7	15
pyro/poutine/mask_messenger.py	pyro/distributions/transforms/sylvester.py	3	7	12
pyro/poutine/mask_messenger.py	pyro/distributions/von_mises_3d.py	3	7	4
pyro/poutine/mask_messenger.py	pyro/infer/abstract_infer.py	3	7	64
pyro/poutine/mask_messenger.py	pyro/infer/csis.py	3	7	5
pyro/poutine/mask_messenger.py	pyro/infer/importance.py	3	7	33
pyro/poutine/mask_messenger.py	pyro/infer/mcmc/api.py	3	7	24
pyro/poutine/mask_messenger.py	pyro/infer/mcmc/hmc.py	3	7	77
pyro/poutine/mask_messenger.py	pyro/infer/mcmc/nuts.py	3	7	59
pyro/poutine/mask_messenger.py	pyro/infer/renyi_elbo.py	3	7	14
pyro/poutine/mask_messenger.py	pyro/infer/svi.py	3	7	28
pyro/poutine/mask_messenger.py	pyro/infer/trace_mean_field_elbo.py	3	7	10
pyro/poutine/mask_messenger.py	pyro/infer/trace_mmd.py	3	7	6
pyro/poutine/mask_messenger.py	pyro/nn/auto_reg_nn.py	3	7	25
pyro/poutine/mask_messenger.py	pyro/nn/dense_nn.py	3	7	6
pyro/poutine/mask_messenger.py	pyro/ops/contract.py	3	7	21
pyro/poutine/mask_messenger.py	pyro/ops/dual_averaging.py	3	7	7
pyro/poutine/mask_messenger.py	pyro/ops/einsum/util.py	3	7	4
pyro/poutine/mask_messenger.py	pyro/ops/jit.py	3	7	9
pyro/poutine/mask_messenger.py	pyro/ops/rings.py	3	7	10
pyro/poutine/mask_messenger.py	pyro/optim/adagrad_rmsprop.py	3	7	6
pyro/poutine/mask_messenger.py	pyro/optim/clipped_adam.py	3	7	10
pyro/poutine/mask_messenger.py	pyro/optim/lr_scheduler.py	3	7	10
pyro/poutine/mask_messenger.py	pyro/optim/multi.py	3	7	7
pyro/poutine/mask_messenger.py	pyro/optim/optim.py	3	7	24
pyro/poutine/mask_messenger.py	pyro/params/param_store.py	3	7	38
pyro/poutine/mask_messenger.py	pyro/poutine/enum_messenger.py	3	7	4
pyro/poutine/mask_messenger.py	pyro/poutine/escape_messenger.py	3	7	6
pyro/poutine/mask_messenger.py	pyro/poutine/indep_messenger.py	3	7	11
pyro/poutine/mask_messenger.py	examples/capture_recapture/cjs.py	3	7	9
pyro/poutine/mask_messenger.py	pyro/distributions/rejector.py	3	7	10
pyro/poutine/mask_messenger.py	pyro/infer/enum.py	3	7	32
pyro/poutine/mask_messenger.py	pyro/ops/einsum/__init__.py	3	7	13
pyro/poutine/mask_messenger.py	pyro/ops/packed.py	3	7	10
pyro/poutine/mask_messenger.py	pyro/poutine/__init__.py	3	7	64
pyro/poutine/mask_messenger.py	pyro/poutine/broadcast_messenger.py	3	7	9
pyro/poutine/messenger.py	examples/air/air.py	3	14	36
pyro/poutine/messenger.py	examples/contrib/gp/sv-dkl.py	3	14	34
pyro/poutine/messenger.py	examples/hmm.py	3	14	45
pyro/poutine/messenger.py	examples/rsa/search_inference.py	3	14	9
pyro/poutine/messenger.py	examples/sparse_gamma_def.py	3	14	28
pyro/poutine/messenger.py	examples/vae/ss_vae_M2.py	3	14	34
pyro/poutine/messenger.py	examples/vae/utils/custom_mlp.py	3	14	6
pyro/poutine/messenger.py	profiler/profiling_utils.py	3	14	5
pyro/poutine/messenger.py	pyro/contrib/autoname/named.py	3	14	5
pyro/poutine/messenger.py	pyro/contrib/gp/kernels/brownian.py	3	14	12
pyro/poutine/messenger.py	pyro/contrib/gp/kernels/coregionalize.py	3	14	9
pyro/poutine/messenger.py	pyro/contrib/gp/kernels/dot_product.py	3	14	13
pyro/poutine/messenger.py	pyro/contrib/gp/kernels/isotropic.py	3	14	14
pyro/poutine/messenger.py	pyro/contrib/gp/kernels/static.py	3	14	13
pyro/poutine/messenger.py	pyro/contrib/gp/likelihoods/binary.py	3	14	17
pyro/poutine/messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	3	14	18
pyro/poutine/messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	3	14	12
pyro/poutine/messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	3	14	15
pyro/poutine/messenger.py	pyro/contrib/gp/likelihoods/poisson.py	3	14	11
pyro/poutine/messenger.py	pyro/contrib/gp/models/gplvm.py	3	14	12
pyro/poutine/messenger.py	pyro/contrib/gp/models/gpr.py	3	14	27
pyro/poutine/messenger.py	pyro/contrib/gp/models/model.py	3	14	24
pyro/poutine/messenger.py	pyro/contrib/gp/models/vgp.py	3	14	21
pyro/poutine/messenger.py	pyro/contrib/gp/models/vsgp.py	3	14	11
pyro/poutine/messenger.py	pyro/contrib/gp/parameterized.py	3	14	8
pyro/poutine/messenger.py	pyro/contrib/oed/eig.py	3	14	17
pyro/poutine/messenger.py	pyro/contrib/tracking/assignment.py	3	14	9
pyro/poutine/messenger.py	pyro/contrib/tracking/distributions.py	3	14	6
pyro/poutine/messenger.py	pyro/contrib/tracking/hashing.py	3	14	8
pyro/poutine/messenger.py	pyro/distributions/avf_mvn.py	3	14	6
pyro/poutine/messenger.py	pyro/distributions/conjugate.py	3	14	13
pyro/poutine/messenger.py	pyro/distributions/delta.py	3	14	44
pyro/poutine/messenger.py	pyro/distributions/diag_normal_mixture.py	3	14	8
pyro/poutine/messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	14	9
pyro/poutine/messenger.py	pyro/distributions/hmm.py	3	14	30
pyro/poutine/messenger.py	pyro/distributions/inverse_gamma.py	3	14	6
pyro/poutine/messenger.py	pyro/distributions/lkj.py	3	14	10
pyro/poutine/messenger.py	pyro/distributions/mixture.py	3	14	8
pyro/poutine/messenger.py	pyro/distributions/omt_mvn.py	3	14	18
pyro/poutine/messenger.py	pyro/distributions/relaxed_straight_through.py	3	14	8
pyro/poutine/messenger.py	pyro/distributions/spanning_tree.py	3	14	7
pyro/poutine/messenger.py	pyro/distributions/testing/naive_dirichlet.py	3	14	7
pyro/poutine/messenger.py	pyro/distributions/testing/rejection_gamma.py	3	14	19
pyro/poutine/messenger.py	pyro/distributions/torch.py	3	14	40
pyro/poutine/messenger.py	pyro/distributions/torch_distribution.py	3	14	39
pyro/poutine/messenger.py	pyro/distributions/torch_transform.py	3	14	7
pyro/poutine/messenger.py	pyro/distributions/transforms/affine_coupling.py	3	14	13
pyro/poutine/messenger.py	pyro/distributions/transforms/block_autoregressive.py	3	14	12
pyro/poutine/messenger.py	pyro/distributions/transforms/householder.py	3	14	11
pyro/poutine/messenger.py	pyro/distributions/transforms/permute.py	3	14	13
pyro/poutine/messenger.py	pyro/distributions/transforms/planar.py	3	14	16
pyro/poutine/messenger.py	pyro/distributions/transforms/polynomial.py	3	14	9
pyro/poutine/messenger.py	pyro/distributions/transforms/radial.py	3	14	15
pyro/poutine/messenger.py	pyro/distributions/transforms/sylvester.py	3	14	12
pyro/poutine/messenger.py	pyro/distributions/von_mises_3d.py	3	14	4
pyro/poutine/messenger.py	pyro/infer/csis.py	3	14	5
pyro/poutine/messenger.py	pyro/infer/discrete.py	3	14	11
pyro/poutine/messenger.py	pyro/infer/mcmc/api.py	3	14	24
pyro/poutine/messenger.py	pyro/infer/mcmc/util.py	3	14	35
pyro/poutine/messenger.py	pyro/infer/svi.py	3	14	28
pyro/poutine/messenger.py	pyro/infer/trace_mean_field_elbo.py	3	14	10
pyro/poutine/messenger.py	pyro/infer/trace_mmd.py	3	14	6
pyro/poutine/messenger.py	pyro/infer/traceenum_elbo.py	3	14	64
pyro/poutine/messenger.py	pyro/nn/dense_nn.py	3	14	6
pyro/poutine/messenger.py	pyro/ops/contract.py	3	14	21
pyro/poutine/messenger.py	pyro/ops/dual_averaging.py	3	14	7
pyro/poutine/messenger.py	pyro/ops/einsum/util.py	3	14	4
pyro/poutine/messenger.py	pyro/ops/indexing.py	3	14	6
pyro/poutine/messenger.py	pyro/ops/jit.py	3	14	9
pyro/poutine/messenger.py	pyro/ops/rings.py	3	14	10
pyro/poutine/messenger.py	pyro/optim/adagrad_rmsprop.py	3	14	6
pyro/poutine/messenger.py	pyro/optim/clipped_adam.py	3	14	10
pyro/poutine/messenger.py	pyro/optim/lr_scheduler.py	3	14	10
pyro/poutine/messenger.py	pyro/optim/multi.py	3	14	7
pyro/poutine/messenger.py	pyro/poutine/markov_messenger.py	3	14	7
pyro/poutine/messenger.py	pyro/poutine/mask_messenger.py	3	14	7
pyro/poutine/messenger.py	examples/air/main.py	3	14	37
pyro/poutine/messenger.py	examples/inclined_plane.py	3	14	35
pyro/poutine/messenger.py	profiler/distributions.py	3	14	11
pyro/poutine/messenger.py	pyro/__init__.py	3	14	176
pyro/poutine/messenger.py	pyro/contrib/gp/__init__.py	3	14	14
pyro/poutine/messenger.py	pyro/contrib/gp/kernels/__init__.py	3	14	12
pyro/poutine/messenger.py	pyro/contrib/gp/models/__init__.py	3	14	11
pyro/poutine/messenger.py	pyro/distributions/__init__.py	3	14	114
pyro/poutine/messenger.py	pyro/distributions/torch_patch.py	3	14	27
pyro/poutine/messenger.py	pyro/infer/elbo.py	3	14	27
pyro/poutine/messenger.py	pyro/infer/enum.py	3	14	32
pyro/poutine/messenger.py	pyro/infer/tracegraph_elbo.py	3	14	70
pyro/poutine/messenger.py	pyro/ops/stats.py	3	14	17
pyro/poutine/messenger.py	pyro/optim/__init__.py	3	14	17
pyro/poutine/messenger.py	pyro/params/__init__.py	3	14	12
pyro/poutine/plate_messenger.py	examples/air/air.py	3	5	36
pyro/poutine/plate_messenger.py	examples/contrib/gp/sv-dkl.py	3	5	34
pyro/poutine/plate_messenger.py	examples/dmm/dmm.py	3	5	56
pyro/poutine/plate_messenger.py	examples/rsa/search_inference.py	3	5	9
pyro/poutine/plate_messenger.py	examples/vae/ss_vae_M2.py	3	5	34
pyro/poutine/plate_messenger.py	examples/vae/vae.py	3	5	29
pyro/poutine/plate_messenger.py	examples/vae/vae_comparison.py	3	5	29
pyro/poutine/plate_messenger.py	profiler/profiling_utils.py	3	5	5
pyro/poutine/plate_messenger.py	pyro/contrib/autoname/named.py	3	5	5
pyro/poutine/plate_messenger.py	pyro/contrib/gp/kernels/brownian.py	3	5	12
pyro/poutine/plate_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	3	5	9
pyro/poutine/plate_messenger.py	pyro/contrib/gp/kernels/dot_product.py	3	5	13
pyro/poutine/plate_messenger.py	pyro/contrib/gp/kernels/isotropic.py	3	5	14
pyro/poutine/plate_messenger.py	pyro/contrib/gp/kernels/kernel.py	3	5	22
pyro/poutine/plate_messenger.py	pyro/contrib/gp/kernels/periodic.py	3	5	12
pyro/poutine/plate_messenger.py	pyro/contrib/gp/kernels/static.py	3	5	13
pyro/poutine/plate_messenger.py	pyro/contrib/gp/likelihoods/binary.py	3	5	17
pyro/poutine/plate_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	3	5	18
pyro/poutine/plate_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	3	5	12
pyro/poutine/plate_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	3	5	15
pyro/poutine/plate_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	3	5	11
pyro/poutine/plate_messenger.py	pyro/contrib/gp/models/gplvm.py	3	5	12
pyro/poutine/plate_messenger.py	pyro/contrib/gp/models/gpr.py	3	5	27
pyro/poutine/plate_messenger.py	pyro/contrib/gp/models/model.py	3	5	24
pyro/poutine/plate_messenger.py	pyro/contrib/gp/models/sgpr.py	3	5	32
pyro/poutine/plate_messenger.py	pyro/contrib/gp/models/vgp.py	3	5	21
pyro/poutine/plate_messenger.py	pyro/contrib/gp/models/vsgp.py	3	5	11
pyro/poutine/plate_messenger.py	pyro/contrib/gp/parameterized.py	3	5	8
pyro/poutine/plate_messenger.py	pyro/contrib/minipyro.py	3	5	17
pyro/poutine/plate_messenger.py	pyro/contrib/oed/eig.py	3	5	17
pyro/poutine/plate_messenger.py	pyro/contrib/tracking/assignment.py	3	5	9
pyro/poutine/plate_messenger.py	pyro/contrib/tracking/distributions.py	3	5	6
pyro/poutine/plate_messenger.py	pyro/contrib/tracking/hashing.py	3	5	8
pyro/poutine/plate_messenger.py	pyro/distributions/avf_mvn.py	3	5	6
pyro/poutine/plate_messenger.py	pyro/distributions/conjugate.py	3	5	13
pyro/poutine/plate_messenger.py	pyro/distributions/delta.py	3	5	44
pyro/poutine/plate_messenger.py	pyro/distributions/diag_normal_mixture.py	3	5	8
pyro/poutine/plate_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	5	9
pyro/poutine/plate_messenger.py	pyro/distributions/empirical.py	3	5	13
pyro/poutine/plate_messenger.py	pyro/distributions/gaussian_scale_mixture.py	3	5	9
pyro/poutine/plate_messenger.py	pyro/distributions/hmm.py	3	5	30
pyro/poutine/plate_messenger.py	pyro/distributions/inverse_gamma.py	3	5	6
pyro/poutine/plate_messenger.py	pyro/distributions/lkj.py	3	5	10
pyro/poutine/plate_messenger.py	pyro/distributions/omt_mvn.py	3	5	18
pyro/poutine/plate_messenger.py	pyro/distributions/relaxed_straight_through.py	3	5	8
pyro/poutine/plate_messenger.py	pyro/distributions/spanning_tree.py	3	5	7
pyro/poutine/plate_messenger.py	pyro/distributions/testing/naive_dirichlet.py	3	5	7
pyro/poutine/plate_messenger.py	pyro/distributions/testing/rejection_exponential.py	3	5	9
pyro/poutine/plate_messenger.py	pyro/distributions/testing/rejection_gamma.py	3	5	19
pyro/poutine/plate_messenger.py	pyro/distributions/torch.py	3	5	40
pyro/poutine/plate_messenger.py	pyro/distributions/torch_distribution.py	3	5	39
pyro/poutine/plate_messenger.py	pyro/distributions/torch_transform.py	3	5	7
pyro/poutine/plate_messenger.py	pyro/distributions/transforms/affine_coupling.py	3	5	13
pyro/poutine/plate_messenger.py	pyro/distributions/transforms/block_autoregressive.py	3	5	12
pyro/poutine/plate_messenger.py	pyro/distributions/transforms/householder.py	3	5	11
pyro/poutine/plate_messenger.py	pyro/distributions/transforms/permute.py	3	5	13
pyro/poutine/plate_messenger.py	pyro/distributions/transforms/planar.py	3	5	16
pyro/poutine/plate_messenger.py	pyro/distributions/transforms/polynomial.py	3	5	9
pyro/poutine/plate_messenger.py	pyro/distributions/transforms/radial.py	3	5	15
pyro/poutine/plate_messenger.py	pyro/distributions/transforms/sylvester.py	3	5	12
pyro/poutine/plate_messenger.py	pyro/distributions/util.py	3	5	62
pyro/poutine/plate_messenger.py	pyro/distributions/von_mises_3d.py	3	5	4
pyro/poutine/plate_messenger.py	pyro/infer/abstract_infer.py	3	5	64
pyro/poutine/plate_messenger.py	pyro/infer/csis.py	3	5	5
pyro/poutine/plate_messenger.py	pyro/infer/discrete.py	3	5	11
pyro/poutine/plate_messenger.py	pyro/infer/importance.py	3	5	33
pyro/poutine/plate_messenger.py	pyro/infer/mcmc/api.py	3	5	24
pyro/poutine/plate_messenger.py	pyro/infer/svi.py	3	5	28
pyro/poutine/plate_messenger.py	pyro/infer/trace_mean_field_elbo.py	3	5	10
pyro/poutine/plate_messenger.py	pyro/infer/trace_mmd.py	3	5	6
pyro/poutine/plate_messenger.py	pyro/nn/auto_reg_nn.py	3	5	25
pyro/poutine/plate_messenger.py	pyro/nn/dense_nn.py	3	5	6
pyro/poutine/plate_messenger.py	pyro/ops/dual_averaging.py	3	5	7
pyro/poutine/plate_messenger.py	pyro/ops/einsum/util.py	3	5	4
pyro/poutine/plate_messenger.py	pyro/ops/indexing.py	3	5	6
pyro/poutine/plate_messenger.py	pyro/ops/jit.py	3	5	9
pyro/poutine/plate_messenger.py	pyro/ops/rings.py	3	5	10
pyro/poutine/plate_messenger.py	pyro/optim/adagrad_rmsprop.py	3	5	6
pyro/poutine/plate_messenger.py	pyro/optim/clipped_adam.py	3	5	10
pyro/poutine/plate_messenger.py	pyro/optim/lr_scheduler.py	3	5	10
pyro/poutine/plate_messenger.py	pyro/optim/multi.py	3	5	7
pyro/poutine/plate_messenger.py	pyro/optim/optim.py	3	5	24
pyro/poutine/plate_messenger.py	pyro/params/param_store.py	3	5	38
pyro/poutine/plate_messenger.py	pyro/poutine/block_messenger.py	3	5	12
pyro/poutine/plate_messenger.py	pyro/poutine/condition_messenger.py	3	5	7
pyro/poutine/plate_messenger.py	pyro/poutine/escape_messenger.py	3	5	6
pyro/poutine/plate_messenger.py	pyro/poutine/infer_config_messenger.py	3	5	5
pyro/poutine/plate_messenger.py	pyro/poutine/lift_messenger.py	3	5	9
pyro/poutine/plate_messenger.py	pyro/poutine/markov_messenger.py	3	5	7
pyro/poutine/plate_messenger.py	pyro/poutine/mask_messenger.py	3	5	7
pyro/poutine/plate_messenger.py	pyro/poutine/messenger.py	3	5	14
pyro/poutine/plate_messenger.py	examples/contrib/autoname/scoping_mixture.py	3	5	22
pyro/poutine/plate_messenger.py	examples/lda.py	3	5	25
pyro/poutine/plate_messenger.py	pyro/__init__.py	3	5	176
pyro/poutine/plate_messenger.py	pyro/infer/elbo.py	3	5	27
pyro/poutine/plate_messenger.py	pyro/infer/enum.py	3	5	32
pyro/poutine/plate_messenger.py	pyro/infer/trace_elbo.py	3	5	59
pyro/poutine/plate_messenger.py	pyro/infer/tracegraph_elbo.py	3	5	70
pyro/poutine/reentrant_messenger.py	examples/contrib/gp/sv-dkl.py	3	4	34
pyro/poutine/reentrant_messenger.py	examples/rsa/search_inference.py	3	4	9
pyro/poutine/reentrant_messenger.py	examples/sparse_gamma_def.py	3	4	28
pyro/poutine/reentrant_messenger.py	profiler/profiling_utils.py	3	4	5
pyro/poutine/reentrant_messenger.py	pyro/contrib/autoname/named.py	3	4	5
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/kernels/brownian.py	3	4	12
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	3	4	9
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/kernels/dot_product.py	3	4	13
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/kernels/isotropic.py	3	4	14
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/kernels/kernel.py	3	4	22
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/kernels/periodic.py	3	4	12
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/kernels/static.py	3	4	13
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/likelihoods/binary.py	3	4	17
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	3	4	18
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	3	4	12
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	3	4	15
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	3	4	11
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/models/gplvm.py	3	4	12
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/models/gpr.py	3	4	27
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/models/model.py	3	4	24
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/models/sgpr.py	3	4	32
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/models/vgp.py	3	4	21
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/models/vsgp.py	3	4	11
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/parameterized.py	3	4	8
pyro/poutine/reentrant_messenger.py	pyro/contrib/minipyro.py	3	4	17
pyro/poutine/reentrant_messenger.py	pyro/contrib/oed/eig.py	3	4	17
pyro/poutine/reentrant_messenger.py	pyro/contrib/tracking/assignment.py	3	4	9
pyro/poutine/reentrant_messenger.py	pyro/contrib/tracking/distributions.py	3	4	6
pyro/poutine/reentrant_messenger.py	pyro/contrib/tracking/hashing.py	3	4	8
pyro/poutine/reentrant_messenger.py	pyro/distributions/avf_mvn.py	3	4	6
pyro/poutine/reentrant_messenger.py	pyro/distributions/conjugate.py	3	4	13
pyro/poutine/reentrant_messenger.py	pyro/distributions/delta.py	3	4	44
pyro/poutine/reentrant_messenger.py	pyro/distributions/diag_normal_mixture.py	3	4	8
pyro/poutine/reentrant_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	4	9
pyro/poutine/reentrant_messenger.py	pyro/distributions/empirical.py	3	4	13
pyro/poutine/reentrant_messenger.py	pyro/distributions/gaussian_scale_mixture.py	3	4	9
pyro/poutine/reentrant_messenger.py	pyro/distributions/hmm.py	3	4	30
pyro/poutine/reentrant_messenger.py	pyro/distributions/inverse_gamma.py	3	4	6
pyro/poutine/reentrant_messenger.py	pyro/distributions/lkj.py	3	4	10
pyro/poutine/reentrant_messenger.py	pyro/distributions/mixture.py	3	4	8
pyro/poutine/reentrant_messenger.py	pyro/distributions/omt_mvn.py	3	4	18
pyro/poutine/reentrant_messenger.py	pyro/distributions/relaxed_straight_through.py	3	4	8
pyro/poutine/reentrant_messenger.py	pyro/distributions/spanning_tree.py	3	4	7
pyro/poutine/reentrant_messenger.py	pyro/distributions/testing/naive_dirichlet.py	3	4	7
pyro/poutine/reentrant_messenger.py	pyro/distributions/testing/rejection_exponential.py	3	4	9
pyro/poutine/reentrant_messenger.py	pyro/distributions/testing/rejection_gamma.py	3	4	19
pyro/poutine/reentrant_messenger.py	pyro/distributions/torch.py	3	4	40
pyro/poutine/reentrant_messenger.py	pyro/distributions/torch_distribution.py	3	4	39
pyro/poutine/reentrant_messenger.py	pyro/distributions/torch_transform.py	3	4	7
pyro/poutine/reentrant_messenger.py	pyro/distributions/transforms/affine_coupling.py	3	4	13
pyro/poutine/reentrant_messenger.py	pyro/distributions/transforms/block_autoregressive.py	3	4	12
pyro/poutine/reentrant_messenger.py	pyro/distributions/transforms/householder.py	3	4	11
pyro/poutine/reentrant_messenger.py	pyro/distributions/transforms/permute.py	3	4	13
pyro/poutine/reentrant_messenger.py	pyro/distributions/transforms/planar.py	3	4	16
pyro/poutine/reentrant_messenger.py	pyro/distributions/transforms/polynomial.py	3	4	9
pyro/poutine/reentrant_messenger.py	pyro/distributions/transforms/radial.py	3	4	15
pyro/poutine/reentrant_messenger.py	pyro/distributions/transforms/sylvester.py	3	4	12
pyro/poutine/reentrant_messenger.py	pyro/distributions/von_mises_3d.py	3	4	4
pyro/poutine/reentrant_messenger.py	pyro/infer/abstract_infer.py	3	4	64
pyro/poutine/reentrant_messenger.py	pyro/infer/csis.py	3	4	5
pyro/poutine/reentrant_messenger.py	pyro/infer/discrete.py	3	4	11
pyro/poutine/reentrant_messenger.py	pyro/infer/importance.py	3	4	33
pyro/poutine/reentrant_messenger.py	pyro/infer/mcmc/api.py	3	4	24
pyro/poutine/reentrant_messenger.py	pyro/infer/mcmc/util.py	3	4	35
pyro/poutine/reentrant_messenger.py	pyro/infer/renyi_elbo.py	3	4	14
pyro/poutine/reentrant_messenger.py	pyro/infer/svi.py	3	4	28
pyro/poutine/reentrant_messenger.py	pyro/infer/trace_mean_field_elbo.py	3	4	10
pyro/poutine/reentrant_messenger.py	pyro/infer/trace_mmd.py	3	4	6
pyro/poutine/reentrant_messenger.py	pyro/nn/auto_reg_nn.py	3	4	25
pyro/poutine/reentrant_messenger.py	pyro/nn/dense_nn.py	3	4	6
pyro/poutine/reentrant_messenger.py	pyro/ops/dual_averaging.py	3	4	7
pyro/poutine/reentrant_messenger.py	pyro/ops/einsum/util.py	3	4	4
pyro/poutine/reentrant_messenger.py	pyro/ops/indexing.py	3	4	6
pyro/poutine/reentrant_messenger.py	pyro/ops/jit.py	3	4	9
pyro/poutine/reentrant_messenger.py	pyro/ops/rings.py	3	4	10
pyro/poutine/reentrant_messenger.py	pyro/optim/adagrad_rmsprop.py	3	4	6
pyro/poutine/reentrant_messenger.py	pyro/optim/clipped_adam.py	3	4	10
pyro/poutine/reentrant_messenger.py	pyro/optim/lr_scheduler.py	3	4	10
pyro/poutine/reentrant_messenger.py	pyro/optim/multi.py	3	4	7
pyro/poutine/reentrant_messenger.py	pyro/optim/optim.py	3	4	24
pyro/poutine/reentrant_messenger.py	pyro/params/param_store.py	3	4	38
pyro/poutine/reentrant_messenger.py	pyro/poutine/block_messenger.py	3	4	12
pyro/poutine/reentrant_messenger.py	pyro/poutine/condition_messenger.py	3	4	7
pyro/poutine/reentrant_messenger.py	pyro/poutine/escape_messenger.py	3	4	6
pyro/poutine/reentrant_messenger.py	pyro/poutine/indep_messenger.py	3	4	11
pyro/poutine/reentrant_messenger.py	pyro/poutine/infer_config_messenger.py	3	4	5
pyro/poutine/reentrant_messenger.py	pyro/poutine/lift_messenger.py	3	4	9
pyro/poutine/reentrant_messenger.py	pyro/poutine/mask_messenger.py	3	4	7
pyro/poutine/reentrant_messenger.py	pyro/poutine/messenger.py	3	4	14
pyro/poutine/reentrant_messenger.py	pyro/poutine/plate_messenger.py	3	4	5
pyro/poutine/reentrant_messenger.py	pyro/__init__.py	3	4	176
pyro/poutine/reentrant_messenger.py	pyro/ops/packed.py	3	4	10
pyro/poutine/reentrant_messenger.py	pyro/poutine/__init__.py	3	4	64
pyro/poutine/reentrant_messenger.py	pyro/poutine/handlers.py	3	4	30
pyro/poutine/reparam_messenger.py	pyro/distributions/hmm.py	3	4	30
pyro/poutine/reparam_messenger.py	pyro/infer/reparam/__init__.py	3	4	10
pyro/poutine/reparam_messenger.py	pyro/distributions/__init__.py	3	4	114
pyro/poutine/reparam_messenger.py	pyro/distributions/stable.py	3	4	9
pyro/poutine/replay_messenger.py	examples/contrib/gp/sv-dkl.py	3	6	34
pyro/poutine/replay_messenger.py	examples/hmm.py	3	6	45
pyro/poutine/replay_messenger.py	examples/rsa/search_inference.py	3	6	9
pyro/poutine/replay_messenger.py	examples/sparse_gamma_def.py	3	6	28
pyro/poutine/replay_messenger.py	profiler/profiling_utils.py	3	6	5
pyro/poutine/replay_messenger.py	pyro/contrib/autoname/named.py	3	6	5
pyro/poutine/replay_messenger.py	pyro/contrib/gp/kernels/brownian.py	3	6	12
pyro/poutine/replay_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	3	6	9
pyro/poutine/replay_messenger.py	pyro/contrib/gp/kernels/dot_product.py	3	6	13
pyro/poutine/replay_messenger.py	pyro/contrib/gp/kernels/isotropic.py	3	6	14
pyro/poutine/replay_messenger.py	pyro/contrib/gp/kernels/kernel.py	3	6	22
pyro/poutine/replay_messenger.py	pyro/contrib/gp/kernels/periodic.py	3	6	12
pyro/poutine/replay_messenger.py	pyro/contrib/gp/kernels/static.py	3	6	13
pyro/poutine/replay_messenger.py	pyro/contrib/gp/likelihoods/binary.py	3	6	17
pyro/poutine/replay_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	3	6	18
pyro/poutine/replay_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	3	6	12
pyro/poutine/replay_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	3	6	15
pyro/poutine/replay_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	3	6	11
pyro/poutine/replay_messenger.py	pyro/contrib/gp/models/gplvm.py	3	6	12
pyro/poutine/replay_messenger.py	pyro/contrib/gp/models/gpr.py	3	6	27
pyro/poutine/replay_messenger.py	pyro/contrib/gp/models/model.py	3	6	24
pyro/poutine/replay_messenger.py	pyro/contrib/gp/models/sgpr.py	3	6	32
pyro/poutine/replay_messenger.py	pyro/contrib/gp/models/vgp.py	3	6	21
pyro/poutine/replay_messenger.py	pyro/contrib/gp/models/vsgp.py	3	6	11
pyro/poutine/replay_messenger.py	pyro/contrib/gp/parameterized.py	3	6	8
pyro/poutine/replay_messenger.py	pyro/contrib/minipyro.py	3	6	17
pyro/poutine/replay_messenger.py	pyro/contrib/oed/eig.py	3	6	17
pyro/poutine/replay_messenger.py	pyro/contrib/tracking/assignment.py	3	6	9
pyro/poutine/replay_messenger.py	pyro/contrib/tracking/distributions.py	3	6	6
pyro/poutine/replay_messenger.py	pyro/contrib/tracking/hashing.py	3	6	8
pyro/poutine/replay_messenger.py	pyro/distributions/avf_mvn.py	3	6	6
pyro/poutine/replay_messenger.py	pyro/distributions/conjugate.py	3	6	13
pyro/poutine/replay_messenger.py	pyro/distributions/delta.py	3	6	44
pyro/poutine/replay_messenger.py	pyro/distributions/diag_normal_mixture.py	3	6	8
pyro/poutine/replay_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	6	9
pyro/poutine/replay_messenger.py	pyro/distributions/empirical.py	3	6	13
pyro/poutine/replay_messenger.py	pyro/distributions/gaussian_scale_mixture.py	3	6	9
pyro/poutine/replay_messenger.py	pyro/distributions/hmm.py	3	6	30
pyro/poutine/replay_messenger.py	pyro/distributions/inverse_gamma.py	3	6	6
pyro/poutine/replay_messenger.py	pyro/distributions/lkj.py	3	6	10
pyro/poutine/replay_messenger.py	pyro/distributions/mixture.py	3	6	8
pyro/poutine/replay_messenger.py	pyro/distributions/omt_mvn.py	3	6	18
pyro/poutine/replay_messenger.py	pyro/distributions/relaxed_straight_through.py	3	6	8
pyro/poutine/replay_messenger.py	pyro/distributions/spanning_tree.py	3	6	7
pyro/poutine/replay_messenger.py	pyro/distributions/testing/naive_dirichlet.py	3	6	7
pyro/poutine/replay_messenger.py	pyro/distributions/testing/rejection_exponential.py	3	6	9
pyro/poutine/replay_messenger.py	pyro/distributions/testing/rejection_gamma.py	3	6	19
pyro/poutine/replay_messenger.py	pyro/distributions/torch.py	3	6	40
pyro/poutine/replay_messenger.py	pyro/distributions/torch_distribution.py	3	6	39
pyro/poutine/replay_messenger.py	pyro/distributions/torch_transform.py	3	6	7
pyro/poutine/replay_messenger.py	pyro/distributions/transforms/affine_coupling.py	3	6	13
pyro/poutine/replay_messenger.py	pyro/distributions/transforms/block_autoregressive.py	3	6	12
pyro/poutine/replay_messenger.py	pyro/distributions/transforms/householder.py	3	6	11
pyro/poutine/replay_messenger.py	pyro/distributions/transforms/permute.py	3	6	13
pyro/poutine/replay_messenger.py	pyro/distributions/transforms/planar.py	3	6	16
pyro/poutine/replay_messenger.py	pyro/distributions/transforms/polynomial.py	3	6	9
pyro/poutine/replay_messenger.py	pyro/distributions/transforms/radial.py	3	6	15
pyro/poutine/replay_messenger.py	pyro/distributions/transforms/sylvester.py	3	6	12
pyro/poutine/replay_messenger.py	pyro/distributions/util.py	3	6	62
pyro/poutine/replay_messenger.py	pyro/distributions/von_mises_3d.py	3	6	4
pyro/poutine/replay_messenger.py	pyro/infer/abstract_infer.py	3	6	64
pyro/poutine/replay_messenger.py	pyro/infer/csis.py	3	6	5
pyro/poutine/replay_messenger.py	pyro/infer/importance.py	3	6	33
pyro/poutine/replay_messenger.py	pyro/infer/mcmc/api.py	3	6	24
pyro/poutine/replay_messenger.py	pyro/infer/mcmc/hmc.py	3	6	77
pyro/poutine/replay_messenger.py	pyro/infer/mcmc/nuts.py	3	6	59
pyro/poutine/replay_messenger.py	pyro/infer/renyi_elbo.py	3	6	14
pyro/poutine/replay_messenger.py	pyro/infer/svi.py	3	6	28
pyro/poutine/replay_messenger.py	pyro/infer/trace_mean_field_elbo.py	3	6	10
pyro/poutine/replay_messenger.py	pyro/infer/trace_mmd.py	3	6	6
pyro/poutine/replay_messenger.py	pyro/infer/util.py	3	6	49
pyro/poutine/replay_messenger.py	pyro/nn/auto_reg_nn.py	3	6	25
pyro/poutine/replay_messenger.py	pyro/nn/dense_nn.py	3	6	6
pyro/poutine/replay_messenger.py	pyro/ops/contract.py	3	6	21
pyro/poutine/replay_messenger.py	pyro/ops/dual_averaging.py	3	6	7
pyro/poutine/replay_messenger.py	pyro/ops/einsum/util.py	3	6	4
pyro/poutine/replay_messenger.py	pyro/ops/indexing.py	3	6	6
pyro/poutine/replay_messenger.py	pyro/ops/rings.py	3	6	10
pyro/poutine/replay_messenger.py	pyro/optim/adagrad_rmsprop.py	3	6	6
pyro/poutine/replay_messenger.py	pyro/optim/clipped_adam.py	3	6	10
pyro/poutine/replay_messenger.py	pyro/optim/lr_scheduler.py	3	6	10
pyro/poutine/replay_messenger.py	pyro/optim/multi.py	3	6	7
pyro/poutine/replay_messenger.py	pyro/optim/optim.py	3	6	24
pyro/poutine/replay_messenger.py	pyro/params/param_store.py	3	6	38
pyro/poutine/replay_messenger.py	pyro/poutine/enum_messenger.py	3	6	4
pyro/poutine/replay_messenger.py	pyro/poutine/plate_messenger.py	3	6	5
pyro/poutine/replay_messenger.py	pyro/poutine/reentrant_messenger.py	3	6	4
pyro/poutine/replay_messenger.py	pyro/infer/enum.py	3	6	32
pyro/poutine/replay_messenger.py	pyro/infer/trace_elbo.py	3	6	59
pyro/poutine/replay_messenger.py	pyro/infer/tracegraph_elbo.py	3	6	70
pyro/poutine/replay_messenger.py	pyro/poutine/__init__.py	3	6	64
pyro/poutine/replay_messenger.py	pyro/poutine/broadcast_messenger.py	3	6	9
pyro/poutine/runtime.py	examples/dmm/dmm.py	3	16	56
pyro/poutine/runtime.py	examples/sparse_gamma_def.py	3	16	28
pyro/poutine/runtime.py	examples/vae/utils/custom_mlp.py	3	16	6
pyro/poutine/runtime.py	examples/vae/utils/mnist_cached.py	3	16	9
pyro/poutine/runtime.py	examples/vae/vae.py	3	16	29
pyro/poutine/runtime.py	pyro/contrib/gp/kernels/kernel.py	3	16	22
pyro/poutine/runtime.py	pyro/contrib/gp/kernels/periodic.py	3	16	12
pyro/poutine/runtime.py	pyro/contrib/gp/models/sgpr.py	3	16	32
pyro/poutine/runtime.py	pyro/contrib/minipyro.py	3	16	17
pyro/poutine/runtime.py	pyro/distributions/empirical.py	3	16	13
pyro/poutine/runtime.py	pyro/distributions/gaussian_scale_mixture.py	3	16	9
pyro/poutine/runtime.py	pyro/distributions/mixture.py	3	16	8
pyro/poutine/runtime.py	pyro/distributions/testing/rejection_exponential.py	3	16	9
pyro/poutine/runtime.py	pyro/infer/importance.py	3	16	33
pyro/poutine/runtime.py	pyro/nn/auto_reg_nn.py	3	16	25
pyro/poutine/runtime.py	pyro/optim/optim.py	3	16	24
pyro/poutine/runtime.py	pyro/params/param_store.py	3	16	38
pyro/poutine/runtime.py	pyro/poutine/condition_messenger.py	3	16	7
pyro/poutine/runtime.py	pyro/poutine/lift_messenger.py	3	16	9
pyro/poutine/runtime.py	pyro/poutine/markov_messenger.py	3	16	7
pyro/poutine/runtime.py	pyro/poutine/plate_messenger.py	3	16	5
pyro/poutine/runtime.py	pyro/poutine/reentrant_messenger.py	3	16	4
pyro/poutine/runtime.py	pyro/infer/elbo.py	3	16	27
pyro/poutine/runtime.py	pyro/infer/enum.py	3	16	32
pyro/poutine/runtime.py	pyro/infer/tracegraph_elbo.py	3	16	70
pyro/poutine/scale_messenger.py	examples/contrib/gp/sv-dkl.py	3	6	34
pyro/poutine/scale_messenger.py	examples/hmm.py	3	6	45
pyro/poutine/scale_messenger.py	examples/rsa/search_inference.py	3	6	9
pyro/poutine/scale_messenger.py	examples/sparse_gamma_def.py	3	6	28
pyro/poutine/scale_messenger.py	profiler/profiling_utils.py	3	6	5
pyro/poutine/scale_messenger.py	pyro/contrib/autoname/named.py	3	6	5
pyro/poutine/scale_messenger.py	pyro/contrib/autoname/scoping.py	3	6	6
pyro/poutine/scale_messenger.py	pyro/contrib/gp/kernels/brownian.py	3	6	12
pyro/poutine/scale_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	3	6	9
pyro/poutine/scale_messenger.py	pyro/contrib/gp/kernels/dot_product.py	3	6	13
pyro/poutine/scale_messenger.py	pyro/contrib/gp/kernels/isotropic.py	3	6	14
pyro/poutine/scale_messenger.py	pyro/contrib/gp/kernels/kernel.py	3	6	22
pyro/poutine/scale_messenger.py	pyro/contrib/gp/kernels/periodic.py	3	6	12
pyro/poutine/scale_messenger.py	pyro/contrib/gp/kernels/static.py	3	6	13
pyro/poutine/scale_messenger.py	pyro/contrib/gp/likelihoods/binary.py	3	6	17
pyro/poutine/scale_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	3	6	18
pyro/poutine/scale_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	3	6	12
pyro/poutine/scale_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	3	6	15
pyro/poutine/scale_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	3	6	11
pyro/poutine/scale_messenger.py	pyro/contrib/gp/models/gplvm.py	3	6	12
pyro/poutine/scale_messenger.py	pyro/contrib/gp/models/gpr.py	3	6	27
pyro/poutine/scale_messenger.py	pyro/contrib/gp/models/model.py	3	6	24
pyro/poutine/scale_messenger.py	pyro/contrib/gp/models/sgpr.py	3	6	32
pyro/poutine/scale_messenger.py	pyro/contrib/gp/models/vgp.py	3	6	21
pyro/poutine/scale_messenger.py	pyro/contrib/gp/models/vsgp.py	3	6	11
pyro/poutine/scale_messenger.py	pyro/contrib/gp/parameterized.py	3	6	8
pyro/poutine/scale_messenger.py	pyro/contrib/minipyro.py	3	6	17
pyro/poutine/scale_messenger.py	pyro/contrib/oed/eig.py	3	6	17
pyro/poutine/scale_messenger.py	pyro/contrib/tracking/assignment.py	3	6	9
pyro/poutine/scale_messenger.py	pyro/contrib/tracking/distributions.py	3	6	6
pyro/poutine/scale_messenger.py	pyro/contrib/tracking/hashing.py	3	6	8
pyro/poutine/scale_messenger.py	pyro/distributions/avf_mvn.py	3	6	6
pyro/poutine/scale_messenger.py	pyro/distributions/conjugate.py	3	6	13
pyro/poutine/scale_messenger.py	pyro/distributions/delta.py	3	6	44
pyro/poutine/scale_messenger.py	pyro/distributions/diag_normal_mixture.py	3	6	8
pyro/poutine/scale_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	6	9
pyro/poutine/scale_messenger.py	pyro/distributions/empirical.py	3	6	13
pyro/poutine/scale_messenger.py	pyro/distributions/gaussian_scale_mixture.py	3	6	9
pyro/poutine/scale_messenger.py	pyro/distributions/hmm.py	3	6	30
pyro/poutine/scale_messenger.py	pyro/distributions/inverse_gamma.py	3	6	6
pyro/poutine/scale_messenger.py	pyro/distributions/lkj.py	3	6	10
pyro/poutine/scale_messenger.py	pyro/distributions/mixture.py	3	6	8
pyro/poutine/scale_messenger.py	pyro/distributions/omt_mvn.py	3	6	18
pyro/poutine/scale_messenger.py	pyro/distributions/relaxed_straight_through.py	3	6	8
pyro/poutine/scale_messenger.py	pyro/distributions/spanning_tree.py	3	6	7
pyro/poutine/scale_messenger.py	pyro/distributions/testing/naive_dirichlet.py	3	6	7
pyro/poutine/scale_messenger.py	pyro/distributions/testing/rejection_exponential.py	3	6	9
pyro/poutine/scale_messenger.py	pyro/distributions/testing/rejection_gamma.py	3	6	19
pyro/poutine/scale_messenger.py	pyro/distributions/torch.py	3	6	40
pyro/poutine/scale_messenger.py	pyro/distributions/torch_transform.py	3	6	7
pyro/poutine/scale_messenger.py	pyro/distributions/transforms/affine_coupling.py	3	6	13
pyro/poutine/scale_messenger.py	pyro/distributions/transforms/block_autoregressive.py	3	6	12
pyro/poutine/scale_messenger.py	pyro/distributions/transforms/householder.py	3	6	11
pyro/poutine/scale_messenger.py	pyro/distributions/transforms/permute.py	3	6	13
pyro/poutine/scale_messenger.py	pyro/distributions/transforms/planar.py	3	6	16
pyro/poutine/scale_messenger.py	pyro/distributions/transforms/polynomial.py	3	6	9
pyro/poutine/scale_messenger.py	pyro/distributions/transforms/radial.py	3	6	15
pyro/poutine/scale_messenger.py	pyro/distributions/transforms/sylvester.py	3	6	12
pyro/poutine/scale_messenger.py	pyro/distributions/von_mises_3d.py	3	6	4
pyro/poutine/scale_messenger.py	pyro/infer/abstract_infer.py	3	6	64
pyro/poutine/scale_messenger.py	pyro/infer/csis.py	3	6	5
pyro/poutine/scale_messenger.py	pyro/infer/importance.py	3	6	33
pyro/poutine/scale_messenger.py	pyro/infer/mcmc/api.py	3	6	24
pyro/poutine/scale_messenger.py	pyro/infer/mcmc/hmc.py	3	6	77
pyro/poutine/scale_messenger.py	pyro/infer/mcmc/nuts.py	3	6	59
pyro/poutine/scale_messenger.py	pyro/infer/renyi_elbo.py	3	6	14
pyro/poutine/scale_messenger.py	pyro/infer/svi.py	3	6	28
pyro/poutine/scale_messenger.py	pyro/infer/trace_mean_field_elbo.py	3	6	10
pyro/poutine/scale_messenger.py	pyro/infer/trace_mmd.py	3	6	6
pyro/poutine/scale_messenger.py	pyro/infer/util.py	3	6	49
pyro/poutine/scale_messenger.py	pyro/nn/auto_reg_nn.py	3	6	25
pyro/poutine/scale_messenger.py	pyro/nn/dense_nn.py	3	6	6
pyro/poutine/scale_messenger.py	pyro/ops/contract.py	3	6	21
pyro/poutine/scale_messenger.py	pyro/ops/dual_averaging.py	3	6	7
pyro/poutine/scale_messenger.py	pyro/ops/einsum/util.py	3	6	4
pyro/poutine/scale_messenger.py	pyro/ops/indexing.py	3	6	6
pyro/poutine/scale_messenger.py	pyro/ops/jit.py	3	6	9
pyro/poutine/scale_messenger.py	pyro/ops/rings.py	3	6	10
pyro/poutine/scale_messenger.py	pyro/optim/adagrad_rmsprop.py	3	6	6
pyro/poutine/scale_messenger.py	pyro/optim/clipped_adam.py	3	6	10
pyro/poutine/scale_messenger.py	pyro/optim/lr_scheduler.py	3	6	10
pyro/poutine/scale_messenger.py	pyro/optim/multi.py	3	6	7
pyro/poutine/scale_messenger.py	pyro/optim/optim.py	3	6	24
pyro/poutine/scale_messenger.py	pyro/params/param_store.py	3	6	38
pyro/poutine/scale_messenger.py	pyro/poutine/enum_messenger.py	3	6	4
pyro/poutine/scale_messenger.py	pyro/poutine/plate_messenger.py	3	6	5
pyro/poutine/scale_messenger.py	pyro/poutine/reentrant_messenger.py	3	6	4
pyro/poutine/scale_messenger.py	pyro/distributions/score_parts.py	3	6	7
pyro/poutine/scale_messenger.py	pyro/infer/enum.py	3	6	32
pyro/poutine/scale_messenger.py	pyro/poutine/broadcast_messenger.py	3	6	9
pyro/poutine/seed_messenger.py	pyro/poutine/block_messenger.py	3	3	12
pyro/poutine/subsample_messenger.py	examples/air/air.py	3	13	36
pyro/poutine/subsample_messenger.py	examples/contrib/gp/sv-dkl.py	3	13	34
pyro/poutine/subsample_messenger.py	examples/dmm/dmm.py	3	13	56
pyro/poutine/subsample_messenger.py	examples/rsa/search_inference.py	3	13	9
pyro/poutine/subsample_messenger.py	examples/vae/ss_vae_M2.py	3	13	34
pyro/poutine/subsample_messenger.py	examples/vae/utils/mnist_cached.py	3	13	9
pyro/poutine/subsample_messenger.py	examples/vae/vae.py	3	13	29
pyro/poutine/subsample_messenger.py	examples/vae/vae_comparison.py	3	13	29
pyro/poutine/subsample_messenger.py	profiler/profiling_utils.py	3	13	5
pyro/poutine/subsample_messenger.py	pyro/contrib/autoname/named.py	3	13	5
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/kernels/brownian.py	3	13	12
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	3	13	9
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/kernels/dot_product.py	3	13	13
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/kernels/isotropic.py	3	13	14
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/kernels/kernel.py	3	13	22
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/kernels/periodic.py	3	13	12
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/kernels/static.py	3	13	13
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/likelihoods/binary.py	3	13	17
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	3	13	18
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	3	13	12
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	3	13	15
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	3	13	11
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/models/model.py	3	13	24
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/parameterized.py	3	13	8
pyro/poutine/subsample_messenger.py	pyro/contrib/minipyro.py	3	13	17
pyro/poutine/subsample_messenger.py	pyro/contrib/tracking/assignment.py	3	13	9
pyro/poutine/subsample_messenger.py	pyro/contrib/tracking/distributions.py	3	13	6
pyro/poutine/subsample_messenger.py	pyro/contrib/tracking/hashing.py	3	13	8
pyro/poutine/subsample_messenger.py	pyro/distributions/avf_mvn.py	3	13	6
pyro/poutine/subsample_messenger.py	pyro/distributions/conjugate.py	3	13	13
pyro/poutine/subsample_messenger.py	pyro/distributions/empirical.py	3	13	13
pyro/poutine/subsample_messenger.py	pyro/distributions/gaussian_scale_mixture.py	3	13	9
pyro/poutine/subsample_messenger.py	pyro/distributions/hmm.py	3	13	30
pyro/poutine/subsample_messenger.py	pyro/distributions/inverse_gamma.py	3	13	6
pyro/poutine/subsample_messenger.py	pyro/distributions/lkj.py	3	13	10
pyro/poutine/subsample_messenger.py	pyro/distributions/spanning_tree.py	3	13	7
pyro/poutine/subsample_messenger.py	pyro/distributions/testing/naive_dirichlet.py	3	13	7
pyro/poutine/subsample_messenger.py	pyro/distributions/testing/rejection_exponential.py	3	13	9
pyro/poutine/subsample_messenger.py	pyro/distributions/torch_transform.py	3	13	7
pyro/poutine/subsample_messenger.py	pyro/distributions/transforms/affine_coupling.py	3	13	13
pyro/poutine/subsample_messenger.py	pyro/distributions/transforms/block_autoregressive.py	3	13	12
pyro/poutine/subsample_messenger.py	pyro/distributions/transforms/householder.py	3	13	11
pyro/poutine/subsample_messenger.py	pyro/distributions/transforms/permute.py	3	13	13
pyro/poutine/subsample_messenger.py	pyro/distributions/transforms/planar.py	3	13	16
pyro/poutine/subsample_messenger.py	pyro/distributions/transforms/polynomial.py	3	13	9
pyro/poutine/subsample_messenger.py	pyro/distributions/transforms/radial.py	3	13	15
pyro/poutine/subsample_messenger.py	pyro/distributions/transforms/sylvester.py	3	13	12
pyro/poutine/subsample_messenger.py	pyro/distributions/von_mises_3d.py	3	13	4
pyro/poutine/subsample_messenger.py	pyro/infer/abstract_infer.py	3	13	64
pyro/poutine/subsample_messenger.py	pyro/infer/csis.py	3	13	5
pyro/poutine/subsample_messenger.py	pyro/infer/discrete.py	3	13	11
pyro/poutine/subsample_messenger.py	pyro/infer/importance.py	3	13	33
pyro/poutine/subsample_messenger.py	pyro/infer/mcmc/api.py	3	13	24
pyro/poutine/subsample_messenger.py	pyro/infer/svi.py	3	13	28
pyro/poutine/subsample_messenger.py	pyro/infer/trace_mean_field_elbo.py	3	13	10
pyro/poutine/subsample_messenger.py	pyro/infer/trace_mmd.py	3	13	6
pyro/poutine/subsample_messenger.py	pyro/nn/auto_reg_nn.py	3	13	25
pyro/poutine/subsample_messenger.py	pyro/nn/dense_nn.py	3	13	6
pyro/poutine/subsample_messenger.py	pyro/ops/dual_averaging.py	3	13	7
pyro/poutine/subsample_messenger.py	pyro/ops/einsum/util.py	3	13	4
pyro/poutine/subsample_messenger.py	pyro/ops/indexing.py	3	13	6
pyro/poutine/subsample_messenger.py	pyro/ops/rings.py	3	13	10
pyro/poutine/subsample_messenger.py	pyro/optim/adagrad_rmsprop.py	3	13	6
pyro/poutine/subsample_messenger.py	pyro/optim/clipped_adam.py	3	13	10
pyro/poutine/subsample_messenger.py	pyro/optim/lr_scheduler.py	3	13	10
pyro/poutine/subsample_messenger.py	pyro/optim/multi.py	3	13	7
pyro/poutine/subsample_messenger.py	pyro/optim/optim.py	3	13	24
pyro/poutine/subsample_messenger.py	pyro/poutine/block_messenger.py	3	13	12
pyro/poutine/subsample_messenger.py	pyro/poutine/condition_messenger.py	3	13	7
pyro/poutine/subsample_messenger.py	pyro/poutine/escape_messenger.py	3	13	6
pyro/poutine/subsample_messenger.py	pyro/poutine/infer_config_messenger.py	3	13	5
pyro/poutine/subsample_messenger.py	pyro/poutine/lift_messenger.py	3	13	9
pyro/poutine/subsample_messenger.py	pyro/poutine/markov_messenger.py	3	13	7
pyro/poutine/subsample_messenger.py	pyro/poutine/messenger.py	3	13	14
pyro/poutine/subsample_messenger.py	pyro/poutine/reentrant_messenger.py	3	13	4
pyro/poutine/subsample_messenger.py	pyro/poutine/replay_messenger.py	3	13	6
pyro/poutine/subsample_messenger.py	pyro/poutine/runtime.py	3	13	16
pyro/poutine/subsample_messenger.py	pyro/poutine/scale_messenger.py	3	13	6
pyro/poutine/subsample_messenger.py	examples/baseball.py	3	13	46
pyro/poutine/subsample_messenger.py	examples/contrib/autoname/scoping_mixture.py	3	13	22
pyro/poutine/subsample_messenger.py	examples/eight_schools/mcmc.py	3	13	29
pyro/poutine/subsample_messenger.py	examples/lda.py	3	13	25
pyro/poutine/subsample_messenger.py	pyro/contrib/examples/util.py	3	13	9
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/util.py	3	13	19
pyro/poutine/subsample_messenger.py	pyro/distributions/__init__.py	3	13	114
pyro/poutine/subsample_messenger.py	pyro/distributions/torch_patch.py	3	13	27
pyro/poutine/subsample_messenger.py	pyro/ops/einsum/__init__.py	3	13	13
pyro/poutine/trace_messenger.py	examples/air/air.py	3	15	36
pyro/poutine/trace_messenger.py	examples/contrib/gp/sv-dkl.py	3	15	34
pyro/poutine/trace_messenger.py	examples/hmm.py	3	15	45
pyro/poutine/trace_messenger.py	examples/sparse_gamma_def.py	3	15	28
pyro/poutine/trace_messenger.py	examples/vae/ss_vae_M2.py	3	15	34
pyro/poutine/trace_messenger.py	examples/vae/utils/custom_mlp.py	3	15	6
pyro/poutine/trace_messenger.py	profiler/profiling_utils.py	3	15	5
pyro/poutine/trace_messenger.py	pyro/contrib/autoname/named.py	3	15	5
pyro/poutine/trace_messenger.py	pyro/contrib/gp/kernels/brownian.py	3	15	12
pyro/poutine/trace_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	3	15	9
pyro/poutine/trace_messenger.py	pyro/contrib/gp/kernels/dot_product.py	3	15	13
pyro/poutine/trace_messenger.py	pyro/contrib/gp/kernels/isotropic.py	3	15	14
pyro/poutine/trace_messenger.py	pyro/contrib/gp/kernels/static.py	3	15	13
pyro/poutine/trace_messenger.py	pyro/contrib/gp/likelihoods/binary.py	3	15	17
pyro/poutine/trace_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	3	15	18
pyro/poutine/trace_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	3	15	12
pyro/poutine/trace_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	3	15	15
pyro/poutine/trace_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	3	15	11
pyro/poutine/trace_messenger.py	pyro/contrib/gp/models/gplvm.py	3	15	12
pyro/poutine/trace_messenger.py	pyro/contrib/gp/models/gpr.py	3	15	27
pyro/poutine/trace_messenger.py	pyro/contrib/gp/models/model.py	3	15	24
pyro/poutine/trace_messenger.py	pyro/contrib/gp/models/vgp.py	3	15	21
pyro/poutine/trace_messenger.py	pyro/contrib/gp/models/vsgp.py	3	15	11
pyro/poutine/trace_messenger.py	pyro/contrib/gp/parameterized.py	3	15	8
pyro/poutine/trace_messenger.py	pyro/contrib/minipyro.py	3	15	17
pyro/poutine/trace_messenger.py	pyro/contrib/oed/eig.py	3	15	17
pyro/poutine/trace_messenger.py	pyro/contrib/oed/search.py	3	15	4
pyro/poutine/trace_messenger.py	pyro/contrib/tracking/assignment.py	3	15	9
pyro/poutine/trace_messenger.py	pyro/contrib/tracking/distributions.py	3	15	6
pyro/poutine/trace_messenger.py	pyro/contrib/tracking/dynamic_models.py	3	15	7
pyro/poutine/trace_messenger.py	pyro/contrib/tracking/hashing.py	3	15	8
pyro/poutine/trace_messenger.py	pyro/contrib/tracking/measurements.py	3	15	5
pyro/poutine/trace_messenger.py	pyro/distributions/avf_mvn.py	3	15	6
pyro/poutine/trace_messenger.py	pyro/distributions/conjugate.py	3	15	13
pyro/poutine/trace_messenger.py	pyro/distributions/delta.py	3	15	44
pyro/poutine/trace_messenger.py	pyro/distributions/diag_normal_mixture.py	3	15	8
pyro/poutine/trace_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	15	9
pyro/poutine/trace_messenger.py	pyro/distributions/gaussian_scale_mixture.py	3	15	9
pyro/poutine/trace_messenger.py	pyro/distributions/inverse_gamma.py	3	15	6
pyro/poutine/trace_messenger.py	pyro/distributions/lkj.py	3	15	10
pyro/poutine/trace_messenger.py	pyro/distributions/mixture.py	3	15	8
pyro/poutine/trace_messenger.py	pyro/distributions/omt_mvn.py	3	15	18
pyro/poutine/trace_messenger.py	pyro/distributions/relaxed_straight_through.py	3	15	8
pyro/poutine/trace_messenger.py	pyro/distributions/spanning_tree.py	3	15	7
pyro/poutine/trace_messenger.py	pyro/distributions/testing/naive_dirichlet.py	3	15	7
pyro/poutine/trace_messenger.py	pyro/distributions/testing/rejection_gamma.py	3	15	19
pyro/poutine/trace_messenger.py	pyro/distributions/torch_transform.py	3	15	7
pyro/poutine/trace_messenger.py	pyro/distributions/transforms/affine_coupling.py	3	15	13
pyro/poutine/trace_messenger.py	pyro/distributions/transforms/block_autoregressive.py	3	15	12
pyro/poutine/trace_messenger.py	pyro/distributions/transforms/householder.py	3	15	11
pyro/poutine/trace_messenger.py	pyro/distributions/transforms/permute.py	3	15	13
pyro/poutine/trace_messenger.py	pyro/distributions/transforms/planar.py	3	15	16
pyro/poutine/trace_messenger.py	pyro/distributions/transforms/polynomial.py	3	15	9
pyro/poutine/trace_messenger.py	pyro/distributions/transforms/radial.py	3	15	15
pyro/poutine/trace_messenger.py	pyro/distributions/transforms/sylvester.py	3	15	12
pyro/poutine/trace_messenger.py	pyro/distributions/von_mises_3d.py	3	15	4
pyro/poutine/trace_messenger.py	pyro/infer/csis.py	3	15	5
pyro/poutine/trace_messenger.py	pyro/infer/importance.py	3	15	33
pyro/poutine/trace_messenger.py	pyro/infer/renyi_elbo.py	3	15	14
pyro/poutine/trace_messenger.py	pyro/infer/svi.py	3	15	28
pyro/poutine/trace_messenger.py	pyro/infer/trace_mean_field_elbo.py	3	15	10
pyro/poutine/trace_messenger.py	pyro/infer/trace_mmd.py	3	15	6
pyro/poutine/trace_messenger.py	pyro/nn/auto_reg_nn.py	3	15	25
pyro/poutine/trace_messenger.py	pyro/nn/dense_nn.py	3	15	6
pyro/poutine/trace_messenger.py	pyro/ops/dual_averaging.py	3	15	7
pyro/poutine/trace_messenger.py	pyro/ops/einsum/util.py	3	15	4
pyro/poutine/trace_messenger.py	pyro/ops/indexing.py	3	15	6
pyro/poutine/trace_messenger.py	pyro/ops/jit.py	3	15	9
pyro/poutine/trace_messenger.py	pyro/optim/adagrad_rmsprop.py	3	15	6
pyro/poutine/trace_messenger.py	pyro/optim/clipped_adam.py	3	15	10
pyro/poutine/trace_messenger.py	pyro/optim/lr_scheduler.py	3	15	10
pyro/poutine/trace_messenger.py	pyro/optim/multi.py	3	15	7
pyro/poutine/trace_messenger.py	pyro/params/param_store.py	3	15	38
pyro/poutine/trace_messenger.py	pyro/poutine/enum_messenger.py	3	15	4
pyro/poutine/trace_messenger.py	pyro/poutine/plate_messenger.py	3	15	5
pyro/poutine/trace_messenger.py	pyro/poutine/reentrant_messenger.py	3	15	4
pyro/poutine/trace_messenger.py	pyro/poutine/subsample_messenger.py	3	15	13
pyro/poutine/trace_messenger.py	examples/air/main.py	3	15	37
pyro/poutine/trace_messenger.py	examples/baseball.py	3	15	46
pyro/poutine/trace_messenger.py	examples/contrib/autoname/scoping_mixture.py	3	15	22
pyro/poutine/trace_messenger.py	examples/dmm/polyphonic_data_loader.py	3	15	16
pyro/poutine/trace_messenger.py	examples/inclined_plane.py	3	15	35
pyro/poutine/trace_messenger.py	examples/mixed_hmm/seal_data.py	3	15	5
pyro/poutine/trace_messenger.py	profiler/distributions.py	3	15	11
pyro/poutine/trace_messenger.py	pyro/__init__.py	3	15	176
pyro/poutine/trace_messenger.py	pyro/contrib/__init__.py	3	15	17
pyro/poutine/trace_messenger.py	pyro/contrib/easyguide/easyguide.py	3	15	9
pyro/poutine/trace_messenger.py	pyro/contrib/gp/__init__.py	3	15	14
pyro/poutine/trace_messenger.py	pyro/contrib/gp/kernels/__init__.py	3	15	12
pyro/poutine/trace_messenger.py	pyro/contrib/gp/models/__init__.py	3	15	11
pyro/poutine/trace_messenger.py	pyro/distributions/__init__.py	3	15	114
pyro/poutine/trace_messenger.py	pyro/infer/elbo.py	3	15	27
pyro/poutine/trace_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	3	15	5
pyro/poutine/trace_messenger.py	pyro/ops/einsum/adjoint.py	3	15	7
pyro/poutine/trace_messenger.py	pyro/ops/einsum/torch_map.py	3	15	5
pyro/poutine/trace_messenger.py	pyro/ops/einsum/torch_sample.py	3	15	5
pyro/poutine/trace_messenger.py	pyro/optim/__init__.py	3	15	17
pyro/poutine/trace_messenger.py	pyro/poutine/broadcast_messenger.py	3	15	9
pyro/poutine/trace_struct.py	examples/capture_recapture/cjs.py	3	22	9
pyro/poutine/trace_struct.py	examples/air/air.py	3	22	36
pyro/poutine/trace_struct.py	examples/contrib/gp/sv-dkl.py	3	22	34
pyro/poutine/trace_struct.py	examples/dmm/dmm.py	3	22	56
pyro/poutine/trace_struct.py	examples/vae/ss_vae_M2.py	3	22	34
pyro/poutine/trace_struct.py	examples/vae/utils/mnist_cached.py	3	22	9
pyro/poutine/trace_struct.py	examples/vae/vae.py	3	22	29
pyro/poutine/trace_struct.py	profiler/profiling_utils.py	3	22	5
pyro/poutine/trace_struct.py	pyro/contrib/autoname/named.py	3	22	5
pyro/poutine/trace_struct.py	pyro/contrib/gp/kernels/brownian.py	3	22	12
pyro/poutine/trace_struct.py	pyro/contrib/gp/kernels/coregionalize.py	3	22	9
pyro/poutine/trace_struct.py	pyro/contrib/gp/kernels/dot_product.py	3	22	13
pyro/poutine/trace_struct.py	pyro/contrib/gp/kernels/isotropic.py	3	22	14
pyro/poutine/trace_struct.py	pyro/contrib/gp/kernels/periodic.py	3	22	12
pyro/poutine/trace_struct.py	pyro/contrib/gp/kernels/static.py	3	22	13
pyro/poutine/trace_struct.py	pyro/contrib/gp/likelihoods/binary.py	3	22	17
pyro/poutine/trace_struct.py	pyro/contrib/gp/likelihoods/gaussian.py	3	22	18
pyro/poutine/trace_struct.py	pyro/contrib/gp/likelihoods/likelihood.py	3	22	12
pyro/poutine/trace_struct.py	pyro/contrib/gp/likelihoods/multi_class.py	3	22	15
pyro/poutine/trace_struct.py	pyro/contrib/gp/likelihoods/poisson.py	3	22	11
pyro/poutine/trace_struct.py	pyro/contrib/gp/models/gpr.py	3	22	27
pyro/poutine/trace_struct.py	pyro/contrib/gp/models/sgpr.py	3	22	32
pyro/poutine/trace_struct.py	pyro/contrib/gp/models/vgp.py	3	22	21
pyro/poutine/trace_struct.py	pyro/contrib/gp/models/vsgp.py	3	22	11
pyro/poutine/trace_struct.py	pyro/contrib/gp/parameterized.py	3	22	8
pyro/poutine/trace_struct.py	pyro/contrib/minipyro.py	3	22	17
pyro/poutine/trace_struct.py	pyro/contrib/oed/eig.py	3	22	17
pyro/poutine/trace_struct.py	pyro/contrib/oed/search.py	3	22	4
pyro/poutine/trace_struct.py	pyro/contrib/tracking/distributions.py	3	22	6
pyro/poutine/trace_struct.py	pyro/contrib/tracking/dynamic_models.py	3	22	7
pyro/poutine/trace_struct.py	pyro/contrib/tracking/hashing.py	3	22	8
pyro/poutine/trace_struct.py	pyro/contrib/tracking/measurements.py	3	22	5
pyro/poutine/trace_struct.py	pyro/distributions/avf_mvn.py	3	22	6
pyro/poutine/trace_struct.py	pyro/distributions/conjugate.py	3	22	13
pyro/poutine/trace_struct.py	pyro/distributions/delta.py	3	22	44
pyro/poutine/trace_struct.py	pyro/distributions/diag_normal_mixture.py	3	22	8
pyro/poutine/trace_struct.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	22	9
pyro/poutine/trace_struct.py	pyro/distributions/empirical.py	3	22	13
pyro/poutine/trace_struct.py	pyro/distributions/gaussian_scale_mixture.py	3	22	9
pyro/poutine/trace_struct.py	pyro/distributions/hmm.py	3	22	30
pyro/poutine/trace_struct.py	pyro/distributions/inverse_gamma.py	3	22	6
pyro/poutine/trace_struct.py	pyro/distributions/lkj.py	3	22	10
pyro/poutine/trace_struct.py	pyro/distributions/omt_mvn.py	3	22	18
pyro/poutine/trace_struct.py	pyro/distributions/relaxed_straight_through.py	3	22	8
pyro/poutine/trace_struct.py	pyro/distributions/spanning_tree.py	3	22	7
pyro/poutine/trace_struct.py	pyro/distributions/testing/naive_dirichlet.py	3	22	7
pyro/poutine/trace_struct.py	pyro/distributions/testing/rejection_exponential.py	3	22	9
pyro/poutine/trace_struct.py	pyro/distributions/testing/rejection_gamma.py	3	22	19
pyro/poutine/trace_struct.py	pyro/distributions/torch.py	3	22	40
pyro/poutine/trace_struct.py	pyro/distributions/torch_transform.py	3	22	7
pyro/poutine/trace_struct.py	pyro/distributions/transforms/affine_coupling.py	3	22	13
pyro/poutine/trace_struct.py	pyro/distributions/transforms/block_autoregressive.py	3	22	12
pyro/poutine/trace_struct.py	pyro/distributions/transforms/householder.py	3	22	11
pyro/poutine/trace_struct.py	pyro/distributions/transforms/permute.py	3	22	13
pyro/poutine/trace_struct.py	pyro/distributions/transforms/planar.py	3	22	16
pyro/poutine/trace_struct.py	pyro/distributions/transforms/polynomial.py	3	22	9
pyro/poutine/trace_struct.py	pyro/distributions/transforms/radial.py	3	22	15
pyro/poutine/trace_struct.py	pyro/distributions/transforms/sylvester.py	3	22	12
pyro/poutine/trace_struct.py	pyro/distributions/von_mises_3d.py	3	22	4
pyro/poutine/trace_struct.py	pyro/infer/csis.py	3	22	5
pyro/poutine/trace_struct.py	pyro/infer/discrete.py	3	22	11
pyro/poutine/trace_struct.py	pyro/infer/importance.py	3	22	33
pyro/poutine/trace_struct.py	pyro/infer/rws.py	3	22	4
pyro/poutine/trace_struct.py	pyro/infer/trace_mmd.py	3	22	6
pyro/poutine/trace_struct.py	pyro/nn/auto_reg_nn.py	3	22	25
pyro/poutine/trace_struct.py	pyro/nn/dense_nn.py	3	22	6
pyro/poutine/trace_struct.py	pyro/ops/dual_averaging.py	3	22	7
pyro/poutine/trace_struct.py	pyro/ops/einsum/util.py	3	22	4
pyro/poutine/trace_struct.py	pyro/ops/indexing.py	3	22	6
pyro/poutine/trace_struct.py	pyro/optim/adagrad_rmsprop.py	3	22	6
pyro/poutine/trace_struct.py	pyro/optim/clipped_adam.py	3	22	10
pyro/poutine/trace_struct.py	pyro/optim/lr_scheduler.py	3	22	10
pyro/poutine/trace_struct.py	pyro/optim/multi.py	3	22	7
pyro/poutine/trace_struct.py	pyro/optim/optim.py	3	22	24
pyro/poutine/trace_struct.py	pyro/params/param_store.py	3	22	38
pyro/poutine/trace_struct.py	pyro/poutine/escape_messenger.py	3	22	6
pyro/poutine/trace_struct.py	pyro/poutine/infer_config_messenger.py	3	22	5
pyro/poutine/trace_struct.py	pyro/poutine/lift_messenger.py	3	22	9
pyro/poutine/trace_struct.py	pyro/poutine/replay_messenger.py	3	22	6
pyro/poutine/trace_struct.py	examples/baseball.py	3	22	46
pyro/poutine/trace_struct.py	examples/lda.py	3	22	25
pyro/poutine/trace_struct.py	examples/mixed_hmm/seal_data.py	3	22	5
pyro/poutine/trace_struct.py	pyro/contrib/autoname/__init__.py	3	22	5
pyro/poutine/trace_struct.py	pyro/contrib/easyguide/easyguide.py	3	22	9
pyro/poutine/trace_struct.py	pyro/distributions/score_parts.py	3	22	7
pyro/poutine/trace_struct.py	pyro/infer/__init__.py	3	22	44
pyro/poutine/trace_struct.py	pyro/infer/mcmc/mcmc_kernel.py	3	22	5
pyro/poutine/trace_struct.py	pyro/infer/trace_elbo.py	3	22	59
pyro/poutine/trace_struct.py	pyro/ops/einsum/adjoint.py	3	22	7
pyro/poutine/trace_struct.py	pyro/ops/einsum/torch_map.py	3	22	5
pyro/poutine/trace_struct.py	pyro/ops/einsum/torch_sample.py	3	22	5
pyro/poutine/trace_struct.py	pyro/ops/newton.py	3	22	9
pyro/poutine/trace_struct.py	pyro/ops/packed.py	3	22	10
pyro/poutine/trace_struct.py	pyro/poutine/broadcast_messenger.py	3	22	9
pyro/poutine/uncondition_messenger.py	examples/contrib/gp/sv-dkl.py	3	5	34
pyro/poutine/uncondition_messenger.py	examples/hmm.py	3	5	45
pyro/poutine/uncondition_messenger.py	examples/rsa/search_inference.py	3	5	9
pyro/poutine/uncondition_messenger.py	examples/sparse_gamma_def.py	3	5	28
pyro/poutine/uncondition_messenger.py	profiler/profiling_utils.py	3	5	5
pyro/poutine/uncondition_messenger.py	pyro/contrib/autoname/named.py	3	5	5
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/kernels/brownian.py	3	5	12
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	3	5	9
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/kernels/dot_product.py	3	5	13
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/kernels/isotropic.py	3	5	14
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/kernels/kernel.py	3	5	22
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/kernels/periodic.py	3	5	12
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/kernels/static.py	3	5	13
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/likelihoods/binary.py	3	5	17
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	3	5	18
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	3	5	12
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	3	5	15
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	3	5	11
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/models/gplvm.py	3	5	12
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/models/gpr.py	3	5	27
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/models/model.py	3	5	24
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/models/sgpr.py	3	5	32
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/models/vgp.py	3	5	21
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/models/vsgp.py	3	5	11
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/parameterized.py	3	5	8
pyro/poutine/uncondition_messenger.py	pyro/contrib/minipyro.py	3	5	17
pyro/poutine/uncondition_messenger.py	pyro/contrib/oed/eig.py	3	5	17
pyro/poutine/uncondition_messenger.py	pyro/contrib/tracking/assignment.py	3	5	9
pyro/poutine/uncondition_messenger.py	pyro/contrib/tracking/distributions.py	3	5	6
pyro/poutine/uncondition_messenger.py	pyro/contrib/tracking/hashing.py	3	5	8
pyro/poutine/uncondition_messenger.py	pyro/distributions/avf_mvn.py	3	5	6
pyro/poutine/uncondition_messenger.py	pyro/distributions/conjugate.py	3	5	13
pyro/poutine/uncondition_messenger.py	pyro/distributions/delta.py	3	5	44
pyro/poutine/uncondition_messenger.py	pyro/distributions/diag_normal_mixture.py	3	5	8
pyro/poutine/uncondition_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	5	9
pyro/poutine/uncondition_messenger.py	pyro/distributions/empirical.py	3	5	13
pyro/poutine/uncondition_messenger.py	pyro/distributions/gaussian_scale_mixture.py	3	5	9
pyro/poutine/uncondition_messenger.py	pyro/distributions/hmm.py	3	5	30
pyro/poutine/uncondition_messenger.py	pyro/distributions/inverse_gamma.py	3	5	6
pyro/poutine/uncondition_messenger.py	pyro/distributions/lkj.py	3	5	10
pyro/poutine/uncondition_messenger.py	pyro/distributions/mixture.py	3	5	8
pyro/poutine/uncondition_messenger.py	pyro/distributions/omt_mvn.py	3	5	18
pyro/poutine/uncondition_messenger.py	pyro/distributions/relaxed_straight_through.py	3	5	8
pyro/poutine/uncondition_messenger.py	pyro/distributions/spanning_tree.py	3	5	7
pyro/poutine/uncondition_messenger.py	pyro/distributions/testing/naive_dirichlet.py	3	5	7
pyro/poutine/uncondition_messenger.py	pyro/distributions/testing/rejection_exponential.py	3	5	9
pyro/poutine/uncondition_messenger.py	pyro/distributions/testing/rejection_gamma.py	3	5	19
pyro/poutine/uncondition_messenger.py	pyro/distributions/torch.py	3	5	40
pyro/poutine/uncondition_messenger.py	pyro/distributions/torch_distribution.py	3	5	39
pyro/poutine/uncondition_messenger.py	pyro/distributions/torch_transform.py	3	5	7
pyro/poutine/uncondition_messenger.py	pyro/distributions/transforms/affine_coupling.py	3	5	13
pyro/poutine/uncondition_messenger.py	pyro/distributions/transforms/block_autoregressive.py	3	5	12
pyro/poutine/uncondition_messenger.py	pyro/distributions/transforms/householder.py	3	5	11
pyro/poutine/uncondition_messenger.py	pyro/distributions/transforms/permute.py	3	5	13
pyro/poutine/uncondition_messenger.py	pyro/distributions/transforms/planar.py	3	5	16
pyro/poutine/uncondition_messenger.py	pyro/distributions/transforms/polynomial.py	3	5	9
pyro/poutine/uncondition_messenger.py	pyro/distributions/transforms/radial.py	3	5	15
pyro/poutine/uncondition_messenger.py	pyro/distributions/transforms/sylvester.py	3	5	12
pyro/poutine/uncondition_messenger.py	pyro/distributions/util.py	3	5	62
pyro/poutine/uncondition_messenger.py	pyro/distributions/von_mises_3d.py	3	5	4
pyro/poutine/uncondition_messenger.py	pyro/infer/abstract_infer.py	3	5	64
pyro/poutine/uncondition_messenger.py	pyro/infer/discrete.py	3	5	11
pyro/poutine/uncondition_messenger.py	pyro/infer/importance.py	3	5	33
pyro/poutine/uncondition_messenger.py	pyro/infer/mcmc/api.py	3	5	24
pyro/poutine/uncondition_messenger.py	pyro/infer/mcmc/hmc.py	3	5	77
pyro/poutine/uncondition_messenger.py	pyro/infer/mcmc/nuts.py	3	5	59
pyro/poutine/uncondition_messenger.py	pyro/infer/renyi_elbo.py	3	5	14
pyro/poutine/uncondition_messenger.py	pyro/infer/trace_mean_field_elbo.py	3	5	10
pyro/poutine/uncondition_messenger.py	pyro/infer/trace_mmd.py	3	5	6
pyro/poutine/uncondition_messenger.py	pyro/infer/traceenum_elbo.py	3	5	64
pyro/poutine/uncondition_messenger.py	pyro/nn/auto_reg_nn.py	3	5	25
pyro/poutine/uncondition_messenger.py	pyro/nn/dense_nn.py	3	5	6
pyro/poutine/uncondition_messenger.py	pyro/ops/contract.py	3	5	21
pyro/poutine/uncondition_messenger.py	pyro/ops/dual_averaging.py	3	5	7
pyro/poutine/uncondition_messenger.py	pyro/ops/einsum/util.py	3	5	4
pyro/poutine/uncondition_messenger.py	pyro/ops/indexing.py	3	5	6
pyro/poutine/uncondition_messenger.py	pyro/ops/jit.py	3	5	9
pyro/poutine/uncondition_messenger.py	pyro/ops/rings.py	3	5	10
pyro/poutine/uncondition_messenger.py	pyro/optim/adagrad_rmsprop.py	3	5	6
pyro/poutine/uncondition_messenger.py	pyro/optim/clipped_adam.py	3	5	10
pyro/poutine/uncondition_messenger.py	pyro/optim/lr_scheduler.py	3	5	10
pyro/poutine/uncondition_messenger.py	pyro/optim/multi.py	3	5	7
pyro/poutine/uncondition_messenger.py	pyro/optim/optim.py	3	5	24
pyro/poutine/uncondition_messenger.py	pyro/params/param_store.py	3	5	38
pyro/poutine/uncondition_messenger.py	pyro/poutine/block_messenger.py	3	5	12
pyro/poutine/uncondition_messenger.py	pyro/poutine/condition_messenger.py	3	5	7
pyro/poutine/uncondition_messenger.py	pyro/poutine/escape_messenger.py	3	5	6
pyro/poutine/uncondition_messenger.py	pyro/poutine/indep_messenger.py	3	5	11
pyro/poutine/uncondition_messenger.py	pyro/poutine/infer_config_messenger.py	3	5	5
pyro/poutine/uncondition_messenger.py	pyro/poutine/lift_messenger.py	3	5	9
pyro/poutine/uncondition_messenger.py	pyro/poutine/markov_messenger.py	3	5	7
pyro/poutine/uncondition_messenger.py	pyro/poutine/mask_messenger.py	3	5	7
pyro/poutine/uncondition_messenger.py	pyro/poutine/messenger.py	3	5	14
pyro/poutine/uncondition_messenger.py	pyro/poutine/plate_messenger.py	3	5	5
pyro/poutine/uncondition_messenger.py	pyro/poutine/reentrant_messenger.py	3	5	4
pyro/poutine/uncondition_messenger.py	pyro/poutine/replay_messenger.py	3	5	6
pyro/poutine/uncondition_messenger.py	pyro/poutine/scale_messenger.py	3	5	6
pyro/poutine/uncondition_messenger.py	pyro/poutine/subsample_messenger.py	3	5	13
pyro/poutine/uncondition_messenger.py	pyro/poutine/trace_messenger.py	3	5	15
pyro/poutine/uncondition_messenger.py	pyro/poutine/trace_struct.py	3	5	22
pyro/poutine/uncondition_messenger.py	pyro/poutine/__init__.py	3	5	64
pyro/poutine/uncondition_messenger.py	pyro/poutine/handlers.py	3	5	30
pyro/poutine/util.py	examples/contrib/autoname/scoping_mixture.py	3	13	22
pyro/poutine/util.py	examples/hmm.py	3	13	45
pyro/poutine/util.py	examples/lda.py	3	13	25
pyro/poutine/util.py	examples/sparse_gamma_def.py	3	13	28
pyro/poutine/util.py	examples/vae/vae_comparison.py	3	13	29
pyro/poutine/util.py	pyro/contrib/gp/util.py	3	13	19
pyro/poutine/util.py	pyro/distributions/__init__.py	3	13	114
pyro/poutine/util.py	pyro/distributions/delta.py	3	13	44
pyro/poutine/util.py	pyro/distributions/mixture.py	3	13	8
pyro/poutine/util.py	pyro/distributions/torch_distribution.py	3	13	39
pyro/poutine/util.py	pyro/distributions/util.py	3	13	62
pyro/poutine/util.py	pyro/infer/__init__.py	3	13	44
pyro/poutine/util.py	pyro/infer/importance.py	3	13	33
pyro/poutine/util.py	pyro/infer/renyi_elbo.py	3	13	14
pyro/poutine/util.py	pyro/infer/svi.py	3	13	28
pyro/poutine/util.py	pyro/nn/__init__.py	3	13	16
pyro/poutine/util.py	pyro/nn/auto_reg_nn.py	3	13	25
pyro/poutine/util.py	pyro/ops/contract.py	3	13	21
pyro/poutine/util.py	pyro/optim/__init__.py	3	13	17
pyro/poutine/util.py	pyro/optim/clipped_adam.py	3	13	10
pyro/poutine/util.py	pyro/optim/optim.py	3	13	24
pyro/poutine/util.py	pyro/poutine/broadcast_messenger.py	3	13	9
pyro/poutine/util.py	pyro/poutine/condition_messenger.py	3	13	7
pyro/poutine/util.py	pyro/poutine/infer_config_messenger.py	3	13	5
pyro/poutine/util.py	pyro/poutine/lift_messenger.py	3	13	9
pyro/poutine/util.py	pyro/poutine/plate_messenger.py	3	13	5
pyro/poutine/util.py	pyro/poutine/replay_messenger.py	3	13	6
pyro/poutine/util.py	pyro/poutine/runtime.py	3	13	16
pyro/poutine/util.py	pyro/poutine/scale_messenger.py	3	13	6
pyro/poutine/util.py	pyro/poutine/subsample_messenger.py	3	13	13
pyro/primitives.py	examples/contrib/gp/sv-dkl.py	3	35	34
pyro/primitives.py	examples/dmm/dmm.py	3	35	56
pyro/primitives.py	examples/rsa/semantic_parsing.py	3	35	20
pyro/primitives.py	examples/vae/utils/custom_mlp.py	3	35	6
pyro/primitives.py	examples/vae/utils/mnist_cached.py	3	35	9
pyro/primitives.py	examples/vae/vae.py	3	35	29
pyro/primitives.py	profiler/profiling_utils.py	3	35	5
pyro/primitives.py	pyro/contrib/autoname/named.py	3	35	5
pyro/primitives.py	pyro/contrib/autoname/scoping.py	3	35	6
pyro/primitives.py	pyro/contrib/gp/kernels/brownian.py	3	35	12
pyro/primitives.py	pyro/contrib/gp/kernels/coregionalize.py	3	35	9
pyro/primitives.py	pyro/contrib/gp/kernels/dot_product.py	3	35	13
pyro/primitives.py	pyro/contrib/gp/kernels/isotropic.py	3	35	14
pyro/primitives.py	pyro/contrib/gp/kernels/static.py	3	35	13
pyro/primitives.py	pyro/contrib/gp/likelihoods/binary.py	3	35	17
pyro/primitives.py	pyro/contrib/gp/likelihoods/gaussian.py	3	35	18
pyro/primitives.py	pyro/contrib/gp/likelihoods/multi_class.py	3	35	15
pyro/primitives.py	pyro/contrib/gp/likelihoods/poisson.py	3	35	11
pyro/primitives.py	pyro/contrib/gp/models/vsgp.py	3	35	11
pyro/primitives.py	pyro/contrib/gp/parameterized.py	3	35	8
pyro/primitives.py	pyro/contrib/minipyro.py	3	35	17
pyro/primitives.py	pyro/contrib/tracking/assignment.py	3	35	9
pyro/primitives.py	pyro/contrib/tracking/distributions.py	3	35	6
pyro/primitives.py	pyro/contrib/tracking/hashing.py	3	35	8
pyro/primitives.py	pyro/distributions/avf_mvn.py	3	35	6
pyro/primitives.py	pyro/distributions/conjugate.py	3	35	13
pyro/primitives.py	pyro/distributions/delta.py	3	35	44
pyro/primitives.py	pyro/distributions/diag_normal_mixture.py	3	35	8
pyro/primitives.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	35	9
pyro/primitives.py	pyro/distributions/hmm.py	3	35	30
pyro/primitives.py	pyro/distributions/inverse_gamma.py	3	35	6
pyro/primitives.py	pyro/distributions/lkj.py	3	35	10
pyro/primitives.py	pyro/distributions/omt_mvn.py	3	35	18
pyro/primitives.py	pyro/distributions/relaxed_straight_through.py	3	35	8
pyro/primitives.py	pyro/distributions/spanning_tree.py	3	35	7
pyro/primitives.py	pyro/distributions/testing/naive_dirichlet.py	3	35	7
pyro/primitives.py	pyro/distributions/testing/rejection_gamma.py	3	35	19
pyro/primitives.py	pyro/distributions/torch_transform.py	3	35	7
pyro/primitives.py	pyro/distributions/transforms/affine_coupling.py	3	35	13
pyro/primitives.py	pyro/distributions/transforms/block_autoregressive.py	3	35	12
pyro/primitives.py	pyro/distributions/transforms/householder.py	3	35	11
pyro/primitives.py	pyro/distributions/transforms/permute.py	3	35	13
pyro/primitives.py	pyro/distributions/transforms/planar.py	3	35	16
pyro/primitives.py	pyro/distributions/transforms/polynomial.py	3	35	9
pyro/primitives.py	pyro/distributions/transforms/radial.py	3	35	15
pyro/primitives.py	pyro/distributions/transforms/sylvester.py	3	35	12
pyro/primitives.py	pyro/distributions/unit.py	3	35	3
pyro/primitives.py	pyro/distributions/von_mises_3d.py	3	35	4
pyro/primitives.py	pyro/infer/csis.py	3	35	5
pyro/primitives.py	pyro/infer/discrete.py	3	35	11
pyro/primitives.py	pyro/infer/mcmc/api.py	3	35	24
pyro/primitives.py	pyro/infer/trace_mean_field_elbo.py	3	35	10
pyro/primitives.py	pyro/infer/trace_mmd.py	3	35	6
pyro/primitives.py	pyro/nn/dense_nn.py	3	35	6
pyro/primitives.py	pyro/ops/dual_averaging.py	3	35	7
pyro/primitives.py	pyro/ops/einsum/util.py	3	35	4
pyro/primitives.py	pyro/ops/indexing.py	3	35	6
pyro/primitives.py	pyro/ops/jit.py	3	35	9
pyro/primitives.py	pyro/ops/rings.py	3	35	10
pyro/primitives.py	pyro/optim/adagrad_rmsprop.py	3	35	6
pyro/primitives.py	pyro/optim/clipped_adam.py	3	35	10
pyro/primitives.py	pyro/optim/lr_scheduler.py	3	35	10
pyro/primitives.py	pyro/optim/multi.py	3	35	7
pyro/primitives.py	pyro/poutine/markov_messenger.py	3	35	7
pyro/primitives.py	pyro/poutine/reentrant_messenger.py	3	35	4
pyro/primitives.py	pyro/poutine/uncondition_messenger.py	3	35	5
pyro/primitives.py	examples/air/main.py	3	35	37
pyro/primitives.py	examples/contrib/autoname/scoping_mixture.py	3	35	22
pyro/primitives.py	examples/inclined_plane.py	3	35	35
pyro/primitives.py	examples/lda.py	3	35	25
pyro/primitives.py	profiler/distributions.py	3	35	11
pyro/primitives.py	pyro/contrib/__init__.py	3	35	17
pyro/primitives.py	pyro/contrib/gp/__init__.py	3	35	14
pyro/primitives.py	pyro/contrib/gp/kernels/__init__.py	3	35	12
pyro/primitives.py	pyro/contrib/gp/models/__init__.py	3	35	11
pyro/primitives.py	pyro/contrib/gp/util.py	3	35	19
pyro/primitives.py	pyro/distributions/score_parts.py	3	35	7
pyro/primitives.py	pyro/infer/__init__.py	3	35	44
pyro/primitives.py	pyro/infer/trace_elbo.py	3	35	59
pyro/primitives.py	pyro/logger.py	3	35	3
pyro/primitives.py	pyro/ops/stats.py	3	35	17
pyro/primitives.py	pyro/optim/__init__.py	3	35	17
pyro/util.py	examples/capture_recapture/cjs.py	3	141	9
pyro/util.py	examples/sparse_regression.py	3	141	18
pyro/util.py	examples/rsa/semantic_parsing.py	3	141	20
pyro/util.py	examples/vae/utils/mnist_cached.py	3	141	9
pyro/util.py	profiler/profiling_utils.py	3	141	5
pyro/util.py	pyro/contrib/autoname/named.py	3	141	5
pyro/util.py	pyro/contrib/gp/kernels/brownian.py	3	141	12
pyro/util.py	pyro/contrib/gp/kernels/coregionalize.py	3	141	9
pyro/util.py	pyro/contrib/gp/kernels/dot_product.py	3	141	13
pyro/util.py	pyro/contrib/gp/kernels/isotropic.py	3	141	14
pyro/util.py	pyro/contrib/gp/kernels/kernel.py	3	141	22
pyro/util.py	pyro/contrib/gp/kernels/periodic.py	3	141	12
pyro/util.py	pyro/contrib/gp/kernels/static.py	3	141	13
pyro/util.py	pyro/contrib/gp/parameterized.py	3	141	8
pyro/util.py	pyro/contrib/oed/search.py	3	141	4
pyro/util.py	pyro/contrib/tracking/distributions.py	3	141	6
pyro/util.py	pyro/contrib/tracking/dynamic_models.py	3	141	7
pyro/util.py	pyro/contrib/tracking/hashing.py	3	141	8
pyro/util.py	pyro/contrib/tracking/measurements.py	3	141	5
pyro/util.py	pyro/distributions/avf_mvn.py	3	141	6
pyro/util.py	pyro/distributions/conjugate.py	3	141	13
pyro/util.py	pyro/distributions/gaussian_scale_mixture.py	3	141	9
pyro/util.py	pyro/distributions/hmm.py	3	141	30
pyro/util.py	pyro/distributions/inverse_gamma.py	3	141	6
pyro/util.py	pyro/distributions/lkj.py	3	141	10
pyro/util.py	pyro/distributions/spanning_tree.py	3	141	7
pyro/util.py	pyro/distributions/torch_transform.py	3	141	7
pyro/util.py	pyro/distributions/transforms/affine_coupling.py	3	141	13
pyro/util.py	pyro/distributions/transforms/block_autoregressive.py	3	141	12
pyro/util.py	pyro/distributions/transforms/householder.py	3	141	11
pyro/util.py	pyro/distributions/transforms/permute.py	3	141	13
pyro/util.py	pyro/distributions/transforms/planar.py	3	141	16
pyro/util.py	pyro/distributions/transforms/polynomial.py	3	141	9
pyro/util.py	pyro/distributions/transforms/radial.py	3	141	15
pyro/util.py	pyro/distributions/transforms/sylvester.py	3	141	12
pyro/util.py	pyro/distributions/von_mises_3d.py	3	141	4
pyro/util.py	pyro/infer/csis.py	3	141	5
pyro/util.py	pyro/infer/trace_mean_field_elbo.py	3	141	10
pyro/util.py	pyro/infer/trace_mmd.py	3	141	6
pyro/util.py	pyro/nn/dense_nn.py	3	141	6
pyro/util.py	pyro/ops/dual_averaging.py	3	141	7
pyro/util.py	pyro/ops/einsum/util.py	3	141	4
pyro/util.py	pyro/ops/indexing.py	3	141	6
pyro/util.py	pyro/optim/adagrad_rmsprop.py	3	141	6
pyro/util.py	pyro/optim/lr_scheduler.py	3	141	10
pyro/util.py	pyro/optim/multi.py	3	141	7
pyro/util.py	pyro/poutine/markov_messenger.py	3	141	7
pyro/util.py	pyro/poutine/mask_messenger.py	3	141	7
pyro/util.py	pyro/poutine/reentrant_messenger.py	3	141	4
pyro/util.py	pyro/poutine/uncondition_messenger.py	3	141	5
pyro/util.py	examples/air/main.py	3	141	37
pyro/util.py	examples/contrib/autoname/mixture.py	3	141	22
pyro/util.py	examples/contrib/autoname/tree_data.py	3	141	21
pyro/util.py	examples/eight_schools/svi.py	3	141	22
pyro/util.py	examples/inclined_plane.py	3	141	35
pyro/util.py	examples/minipyro.py	3	141	26
pyro/util.py	examples/mixed_hmm/seal_data.py	3	141	5
pyro/util.py	examples/rsa/schelling.py	3	141	19
pyro/util.py	examples/rsa/schelling_false.py	3	141	19
pyro/util.py	profiler/distributions.py	3	141	11
pyro/util.py	pyro/contrib/easyguide/easyguide.py	3	141	9
pyro/util.py	pyro/contrib/examples/util.py	3	141	9
pyro/util.py	pyro/contrib/gp/__init__.py	3	141	14
pyro/util.py	pyro/contrib/gp/util.py	3	141	19
pyro/util.py	pyro/distributions/score_parts.py	3	141	7
pyro/util.py	pyro/generic.py	3	141	7
pyro/util.py	pyro/infer/mcmc/mcmc_kernel.py	3	141	5
pyro/util.py	pyro/ops/einsum/torch_map.py	3	141	5
pyro/util.py	pyro/ops/newton.py	3	141	9
setup.py	examples/capture_recapture/cjs.py	3	104	9
setup.py	examples/air/air.py	3	104	36
setup.py	examples/air/viz.py	3	104	6
setup.py	examples/mixed_hmm/seal_data.py	3	104	5
setup.py	examples/vae/utils/custom_mlp.py	3	104	6
setup.py	pyro/contrib/easyguide/easyguide.py	3	104	9
setup.py	pyro/contrib/gp/__init__.py	3	104	14
setup.py	pyro/contrib/gp/kernels/__init__.py	3	104	12
setup.py	pyro/contrib/gp/kernels/kernel.py	3	104	22
setup.py	pyro/contrib/gp/kernels/periodic.py	3	104	12
setup.py	pyro/contrib/gp/models/__init__.py	3	104	11
setup.py	pyro/contrib/gp/models/gplvm.py	3	104	12
setup.py	pyro/contrib/gp/models/gpr.py	3	104	27
setup.py	pyro/contrib/gp/models/vgp.py	3	104	21
setup.py	pyro/contrib/gp/models/vsgp.py	3	104	11
setup.py	pyro/contrib/minipyro.py	3	104	17
setup.py	pyro/contrib/oed/util.py	3	104	8
setup.py	pyro/distributions/diag_normal_mixture.py	3	104	8
setup.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	104	9
setup.py	pyro/distributions/lkj.py	3	104	10
setup.py	pyro/distributions/relaxed_straight_through.py	3	104	8
setup.py	pyro/distributions/testing/rejection_exponential.py	3	104	9
setup.py	pyro/distributions/testing/rejection_gamma.py	3	104	19
setup.py	pyro/distributions/torch_distribution.py	3	104	39
setup.py	pyro/generic.py	3	104	7
setup.py	pyro/infer/__init__.py	3	104	44
setup.py	pyro/infer/importance.py	3	104	33
setup.py	pyro/infer/mcmc/api.py	3	104	24
setup.py	pyro/infer/mcmc/mcmc_kernel.py	3	104	5
setup.py	pyro/infer/trace_mean_field_elbo.py	3	104	10
setup.py	pyro/ops/contract.py	3	104	21
setup.py	pyro/ops/einsum/torch_map.py	3	104	5
setup.py	pyro/ops/einsum/torch_sample.py	3	104	5
setup.py	pyro/ops/jit.py	3	104	9
setup.py	pyro/ops/rings.py	3	104	10
setup.py	pyro/params/__init__.py	3	104	12
setup.py	pyro/poutine/broadcast_messenger.py	3	104	9
setup.py	pyro/poutine/escape_messenger.py	3	104	6
setup.py	pyro/poutine/indep_messenger.py	3	104	11
setup.py	pyro/poutine/subsample_messenger.py	3	104	13
setup.py	pyro/poutine/util.py	3	104	13
tutorial/source/easyguide.ipynb	examples/contrib/forecast/bart.py	3	15	6
tutorial/source/easyguide.ipynb	examples/neutra.py	3	15	6
tutorial/source/ekf.ipynb	examples/contrib/forecast/bart.py	3	23	6
tutorial/source/ekf.ipynb	examples/neutra.py	3	23	6
tutorial/source/ekf.ipynb	tutorial/source/custom_objectives.ipynb	3	23	11
tutorial/source/enumeration.ipynb	examples/contrib/forecast/bart.py	3	27	6
tutorial/source/enumeration.ipynb	examples/neutra.py	3	27	6
tutorial/source/enumeration.ipynb	tutorial/source/custom_objectives.ipynb	3	27	11
tutorial/source/intro_part_i.ipynb	tutorial/source/cleannb.py	3	20	4
tutorial/source/intro_part_i.ipynb	pyro/infer/mcmc/nuts.py	3	20	59
tutorial/source/intro_part_i.ipynb	examples/dmm/dmm.py	3	20	56
tutorial/source/jit.ipynb	examples/contrib/forecast/bart.py	3	23	6
tutorial/source/jit.ipynb	examples/neutra.py	3	23	6
tutorial/source/search_inference.py	examples/contrib/gp/sv-dkl.py	3	7	34
tutorial/source/search_inference.py	examples/hmm.py	3	7	45
tutorial/source/search_inference.py	examples/sparse_gamma_def.py	3	7	28
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tutorial/source/search_inference.py	profiler/profiling_utils.py	3	7	5
tutorial/source/search_inference.py	pyro/contrib/autoname/named.py	3	7	5
tutorial/source/search_inference.py	pyro/contrib/gp/kernels/brownian.py	3	7	12
tutorial/source/search_inference.py	pyro/contrib/gp/kernels/coregionalize.py	3	7	9
tutorial/source/search_inference.py	pyro/contrib/gp/kernels/dot_product.py	3	7	13
tutorial/source/search_inference.py	pyro/contrib/gp/kernels/isotropic.py	3	7	14
tutorial/source/search_inference.py	pyro/contrib/gp/kernels/kernel.py	3	7	22
tutorial/source/search_inference.py	pyro/contrib/gp/kernels/periodic.py	3	7	12
tutorial/source/search_inference.py	pyro/contrib/gp/kernels/static.py	3	7	13
tutorial/source/search_inference.py	pyro/contrib/gp/likelihoods/binary.py	3	7	17
tutorial/source/search_inference.py	pyro/contrib/gp/likelihoods/gaussian.py	3	7	18
tutorial/source/search_inference.py	pyro/contrib/gp/likelihoods/likelihood.py	3	7	12
tutorial/source/search_inference.py	pyro/contrib/gp/likelihoods/multi_class.py	3	7	15
tutorial/source/search_inference.py	pyro/contrib/gp/likelihoods/poisson.py	3	7	11
tutorial/source/search_inference.py	pyro/contrib/gp/models/gplvm.py	3	7	12
tutorial/source/search_inference.py	pyro/contrib/gp/models/gpr.py	3	7	27
tutorial/source/search_inference.py	pyro/contrib/gp/models/model.py	3	7	24
tutorial/source/search_inference.py	pyro/contrib/gp/models/sgpr.py	3	7	32
tutorial/source/search_inference.py	pyro/contrib/gp/models/vgp.py	3	7	21
tutorial/source/search_inference.py	pyro/contrib/gp/models/vsgp.py	3	7	11
tutorial/source/search_inference.py	pyro/contrib/gp/parameterized.py	3	7	8
tutorial/source/search_inference.py	pyro/contrib/minipyro.py	3	7	17
tutorial/source/search_inference.py	pyro/contrib/oed/eig.py	3	7	17
tutorial/source/search_inference.py	pyro/contrib/oed/search.py	3	7	4
tutorial/source/search_inference.py	pyro/contrib/tracking/assignment.py	3	7	9
tutorial/source/search_inference.py	pyro/contrib/tracking/distributions.py	3	7	6
tutorial/source/search_inference.py	pyro/contrib/tracking/dynamic_models.py	3	7	7
tutorial/source/search_inference.py	pyro/contrib/tracking/hashing.py	3	7	8
tutorial/source/search_inference.py	pyro/contrib/tracking/measurements.py	3	7	5
tutorial/source/search_inference.py	pyro/distributions/avf_mvn.py	3	7	6
tutorial/source/search_inference.py	pyro/distributions/conjugate.py	3	7	13
tutorial/source/search_inference.py	pyro/distributions/delta.py	3	7	44
tutorial/source/search_inference.py	pyro/distributions/diag_normal_mixture.py	3	7	8
tutorial/source/search_inference.py	pyro/distributions/diag_normal_mixture_shared_cov.py	3	7	9
tutorial/source/search_inference.py	pyro/distributions/gaussian_scale_mixture.py	3	7	9
tutorial/source/search_inference.py	pyro/distributions/hmm.py	3	7	30
tutorial/source/search_inference.py	pyro/distributions/inverse_gamma.py	3	7	6
tutorial/source/search_inference.py	pyro/distributions/lkj.py	3	7	10
tutorial/source/search_inference.py	pyro/distributions/mixture.py	3	7	8
tutorial/source/search_inference.py	pyro/distributions/omt_mvn.py	3	7	18
tutorial/source/search_inference.py	pyro/distributions/relaxed_straight_through.py	3	7	8
tutorial/source/search_inference.py	pyro/distributions/spanning_tree.py	3	7	7
tutorial/source/search_inference.py	pyro/distributions/testing/naive_dirichlet.py	3	7	7
tutorial/source/search_inference.py	pyro/distributions/testing/rejection_exponential.py	3	7	9
tutorial/source/search_inference.py	pyro/distributions/testing/rejection_gamma.py	3	7	19
tutorial/source/search_inference.py	pyro/distributions/torch.py	3	7	40
tutorial/source/search_inference.py	pyro/distributions/torch_distribution.py	3	7	39
tutorial/source/search_inference.py	pyro/distributions/torch_transform.py	3	7	7
tutorial/source/search_inference.py	pyro/distributions/transforms/affine_coupling.py	3	7	13
tutorial/source/search_inference.py	pyro/distributions/transforms/block_autoregressive.py	3	7	12
tutorial/source/search_inference.py	pyro/distributions/transforms/householder.py	3	7	11
tutorial/source/search_inference.py	pyro/distributions/transforms/permute.py	3	7	13
tutorial/source/search_inference.py	pyro/distributions/transforms/planar.py	3	7	16
tutorial/source/search_inference.py	pyro/distributions/transforms/polynomial.py	3	7	9
tutorial/source/search_inference.py	pyro/distributions/transforms/radial.py	3	7	15
tutorial/source/search_inference.py	pyro/distributions/transforms/sylvester.py	3	7	12
tutorial/source/search_inference.py	pyro/distributions/von_mises_3d.py	3	7	4
tutorial/source/search_inference.py	pyro/infer/csis.py	3	7	5
tutorial/source/search_inference.py	pyro/infer/discrete.py	3	7	11
tutorial/source/search_inference.py	pyro/infer/importance.py	3	7	33
tutorial/source/search_inference.py	pyro/infer/mcmc/hmc.py	3	7	77
tutorial/source/search_inference.py	pyro/infer/mcmc/nuts.py	3	7	59
tutorial/source/search_inference.py	pyro/infer/svi.py	3	7	28
tutorial/source/search_inference.py	pyro/infer/trace_mean_field_elbo.py	3	7	10
tutorial/source/search_inference.py	pyro/infer/trace_mmd.py	3	7	6
tutorial/source/search_inference.py	pyro/infer/util.py	3	7	49
tutorial/source/search_inference.py	pyro/nn/auto_reg_nn.py	3	7	25
tutorial/source/search_inference.py	pyro/nn/dense_nn.py	3	7	6
tutorial/source/search_inference.py	pyro/ops/dual_averaging.py	3	7	7
tutorial/source/search_inference.py	pyro/ops/einsum/util.py	3	7	4
tutorial/source/search_inference.py	pyro/ops/indexing.py	3	7	6
tutorial/source/search_inference.py	pyro/ops/jit.py	3	7	9
tutorial/source/search_inference.py	pyro/optim/adagrad_rmsprop.py	3	7	6
tutorial/source/search_inference.py	pyro/optim/clipped_adam.py	3	7	10
tutorial/source/search_inference.py	pyro/optim/lr_scheduler.py	3	7	10
tutorial/source/search_inference.py	pyro/optim/multi.py	3	7	7
tutorial/source/search_inference.py	pyro/optim/optim.py	3	7	24
tutorial/source/search_inference.py	pyro/params/param_store.py	3	7	38
tutorial/source/search_inference.py	pyro/poutine/block_messenger.py	3	7	12
tutorial/source/search_inference.py	pyro/poutine/condition_messenger.py	3	7	7
tutorial/source/search_inference.py	pyro/poutine/escape_messenger.py	3	7	6
tutorial/source/search_inference.py	pyro/poutine/indep_messenger.py	3	7	11
tutorial/source/search_inference.py	pyro/poutine/infer_config_messenger.py	3	7	5
tutorial/source/search_inference.py	pyro/poutine/lift_messenger.py	3	7	9
tutorial/source/search_inference.py	pyro/poutine/markov_messenger.py	3	7	7
tutorial/source/search_inference.py	pyro/poutine/mask_messenger.py	3	7	7
tutorial/source/search_inference.py	pyro/poutine/messenger.py	3	7	14
tutorial/source/search_inference.py	pyro/poutine/plate_messenger.py	3	7	5
tutorial/source/search_inference.py	pyro/poutine/reentrant_messenger.py	3	7	4
tutorial/source/search_inference.py	pyro/poutine/replay_messenger.py	3	7	6
tutorial/source/search_inference.py	pyro/poutine/scale_messenger.py	3	7	6
tutorial/source/search_inference.py	pyro/poutine/subsample_messenger.py	3	7	13
tutorial/source/search_inference.py	pyro/poutine/uncondition_messenger.py	3	7	5
tutorial/source/search_inference.py	pyro/primitives.py	3	7	35
tutorial/source/search_inference.py	examples/mixed_hmm/seal_data.py	3	7	5
tutorial/source/search_inference.py	pyro/contrib/easyguide/easyguide.py	3	7	9
tutorial/source/search_inference.py	pyro/distributions/distribution.py	3	7	44
tutorial/source/search_inference.py	pyro/infer/elbo.py	3	7	27
tutorial/source/search_inference.py	pyro/infer/enum.py	3	7	32
tutorial/source/search_inference.py	pyro/infer/mcmc/mcmc_kernel.py	3	7	5
tutorial/source/search_inference.py	pyro/ops/einsum/adjoint.py	3	7	7
tutorial/source/search_inference.py	pyro/ops/einsum/torch_map.py	3	7	5
tutorial/source/search_inference.py	pyro/ops/einsum/torch_sample.py	3	7	5
tutorial/source/search_inference.py	pyro/poutine/handlers.py	3	7	30
tutorial/source/search_inference.py	setup.py	3	7	104
tutorial/source/ss-vae.ipynb	pyro/infer/mcmc/nuts.py	3	26	59
tutorial/source/ss-vae.ipynb	pyro/util.py	3	26	141
tutorial/source/ss-vae.ipynb	pyro/__init__.py	3	26	176
tutorial/source/ss-vae.ipynb	pyro/infer/elbo.py	3	26	27
tutorial/source/ss-vae.ipynb	pyro/infer/mcmc/hmc.py	3	26	77
tutorial/source/ss-vae.ipynb	pyro/infer/traceenum_elbo.py	3	26	64
tutorial/source/ss-vae.ipynb	pyro/infer/util.py	3	26	49
tutorial/source/svi_part_i.ipynb	examples/contrib/forecast/bart.py	3	39	6
tutorial/source/svi_part_i.ipynb	examples/neutra.py	3	39	6
tutorial/source/svi_part_i.ipynb	pyro/util.py	3	39	141
tutorial/source/svi_part_i.ipynb	pyro/distributions/torch_patch.py	3	39	27
tutorial/source/svi_part_i.ipynb	pyro/infer/abstract_infer.py	3	39	64
tutorial/source/svi_part_i.ipynb	pyro/infer/svi.py	3	39	28
tutorial/source/svi_part_i.ipynb	pyro/distributions/util.py	3	39	62
tutorial/source/svi_part_i.ipynb	pyro/infer/trace_elbo.py	3	39	59
tutorial/source/svi_part_i.ipynb	pyro/infer/tracegraph_elbo.py	3	39	70
tutorial/source/svi_part_i.ipynb	examples/air/air.py	3	39	36
tutorial/source/svi_part_ii.ipynb	pyro/__init__.py	3	19	176
tutorial/source/svi_part_ii.ipynb	examples/air/air.py	3	19	36
tutorial/source/svi_part_ii.ipynb	examples/dmm/dmm.py	3	19	56
tutorial/source/tensor_shapes.ipynb	examples/contrib/forecast/bart.py	3	39	6
tutorial/source/tensor_shapes.ipynb	examples/neutra.py	3	39	6
tutorial/source/tensor_shapes.ipynb	pyro/infer/elbo.py	3	39	27
tutorial/source/tensor_shapes.ipynb	pyro/infer/enum.py	3	39	32
tutorial/source/tensor_shapes.ipynb	examples/air/air.py	3	39	36
tutorial/source/tensor_shapes.ipynb	pyro/contrib/gp/likelihoods/binary.py	3	39	17
tutorial/source/tensor_shapes.ipynb	pyro/distributions/torch_distribution.py	3	39	39
tutorial/source/tensor_shapes.ipynb	pyro/infer/traceenum_elbo.py	3	39	64
tutorial/source/vae.ipynb	examples/contrib/forecast/bart.py	3	49	6
tutorial/source/vae.ipynb	examples/neutra.py	3	49	6
tutorial/source/vae.ipynb	tutorial/source/effect_handlers.ipynb	3	49	10
tutorial/source/vae.ipynb	pyro/contrib/gp/models/gpr.py	3	49	27
tutorial/source/vae.ipynb	pyro/contrib/gp/models/sgpr.py	3	49	32
tutorial/source/vae.ipynb	pyro/contrib/gp/models/vgp.py	3	49	21
tutorial/source/vae.ipynb	pyro/distributions/testing/rejection_gamma.py	3	49	19
tutorial/source/vae.ipynb	pyro/distributions/torch_distribution.py	3	49	39
tutorial/source/vae.ipynb	pyro/distributions/util.py	3	49	62
tutorial/source/vae.ipynb	pyro/infer/abstract_infer.py	3	49	64
tutorial/source/vae.ipynb	pyro/infer/renyi_elbo.py	3	49	14
tutorial/source/vae.ipynb	pyro/infer/traceenum_elbo.py	3	49	64
tutorial/source/vae.ipynb	pyro/infer/util.py	3	49	49
tutorial/source/vae.ipynb	tutorial/source/conf.py	3	49	12
examples/air/viz.py	examples/air/modules.py	2	6	6
examples/capture_recapture/cjs.py	examples/air/main.py	2	9	37
examples/contrib/autoname/mixture.py	examples/air/air.py	2	22	36
examples/contrib/autoname/scoping_mixture.py	examples/air/air.py	2	22	36
examples/contrib/autoname/scoping_mixture.py	examples/capture_recapture/cjs.py	2	22	9
examples/contrib/gp/sv-dkl.py	examples/air/modules.py	2	34	6
examples/contrib/gp/sv-dkl.py	examples/capture_recapture/cjs.py	2	34	9
examples/contrib/oed/gp_bayes_opt.py	examples/air/air.py	2	9	36
examples/contrib/oed/gp_bayes_opt.py	examples/baseball.py	2	9	46
examples/dmm/polyphonic_data_loader.py	examples/contrib/gp/sv-dkl.py	2	16	34
examples/dmm/polyphonic_data_loader.py	examples/contrib/oed/gp_bayes_opt.py	2	16	9
examples/dmm/util.py	examples/dmm/dmm.py	2	2	56
examples/dmm/util.py	examples/dmm/polyphonic_data_loader.py	2	2	16
examples/eight_schools/data.py	examples/air/main.py	2	3	37
examples/eight_schools/data.py	examples/baseball.py	2	3	46
examples/eight_schools/data.py	examples/capture_recapture/cjs.py	2	3	9
examples/eight_schools/data.py	examples/contrib/autoname/mixture.py	2	3	22
examples/eight_schools/data.py	examples/contrib/autoname/scoping_mixture.py	2	3	22
examples/eight_schools/data.py	examples/contrib/autoname/tree_data.py	2	3	21
examples/eight_schools/data.py	examples/contrib/gp/sv-dkl.py	2	3	34
examples/eight_schools/svi.py	examples/air/air.py	2	22	36
examples/eight_schools/svi.py	examples/capture_recapture/cjs.py	2	22	9
examples/einsum.py	examples/air/main.py	2	3	37
examples/einsum.py	examples/baseball.py	2	3	46
examples/einsum.py	examples/capture_recapture/cjs.py	2	3	9
examples/einsum.py	examples/contrib/autoname/mixture.py	2	3	22
examples/einsum.py	examples/contrib/autoname/scoping_mixture.py	2	3	22
examples/einsum.py	examples/contrib/autoname/tree_data.py	2	3	21
examples/einsum.py	examples/contrib/gp/sv-dkl.py	2	3	34
examples/einsum.py	examples/eight_schools/data.py	2	3	3
examples/einsum.py	examples/eight_schools/mcmc.py	2	3	29
examples/einsum.py	examples/eight_schools/svi.py	2	3	22
examples/hmm.py	examples/air/modules.py	2	45	6
examples/hmm.py	examples/contrib/oed/gp_bayes_opt.py	2	45	9
examples/hmm.py	examples/eight_schools/data.py	2	45	3
examples/hmm.py	examples/einsum.py	2	45	3
examples/inclined_plane.py	examples/air/viz.py	2	35	6
examples/inclined_plane.py	examples/capture_recapture/cjs.py	2	35	9
examples/inclined_plane.py	examples/eight_schools/data.py	2	35	3
examples/inclined_plane.py	examples/einsum.py	2	35	3
examples/lda.py	examples/air/air.py	2	25	36
examples/lda.py	examples/eight_schools/data.py	2	25	3
examples/lda.py	examples/einsum.py	2	25	3
examples/lkj.py	examples/air/air.py	2	20	36
examples/lkj.py	examples/contrib/oed/gp_bayes_opt.py	2	20	9
examples/lkj.py	examples/dmm/polyphonic_data_loader.py	2	20	16
examples/lkj.py	examples/eight_schools/data.py	2	20	3
examples/lkj.py	examples/einsum.py	2	20	3
examples/minipyro.py	examples/capture_recapture/cjs.py	2	26	9
examples/minipyro.py	examples/eight_schools/data.py	2	26	3
examples/minipyro.py	examples/einsum.py	2	26	3
examples/mixed_hmm/experiment.py	examples/air/main.py	2	3	37
examples/mixed_hmm/experiment.py	examples/baseball.py	2	3	46
examples/mixed_hmm/experiment.py	examples/capture_recapture/cjs.py	2	3	9
examples/mixed_hmm/experiment.py	examples/contrib/autoname/mixture.py	2	3	22
examples/mixed_hmm/experiment.py	examples/contrib/autoname/scoping_mixture.py	2	3	22
examples/mixed_hmm/experiment.py	examples/contrib/autoname/tree_data.py	2	3	21
examples/mixed_hmm/experiment.py	examples/contrib/gp/sv-dkl.py	2	3	34
examples/mixed_hmm/experiment.py	examples/eight_schools/data.py	2	3	3
examples/mixed_hmm/experiment.py	examples/eight_schools/mcmc.py	2	3	29
examples/mixed_hmm/experiment.py	examples/eight_schools/svi.py	2	3	22
examples/mixed_hmm/experiment.py	examples/einsum.py	2	3	3
examples/mixed_hmm/experiment.py	examples/hmm.py	2	3	45
examples/mixed_hmm/experiment.py	examples/inclined_plane.py	2	3	35
examples/mixed_hmm/experiment.py	examples/lda.py	2	3	25
examples/mixed_hmm/experiment.py	examples/lkj.py	2	3	20
examples/mixed_hmm/experiment.py	examples/minipyro.py	2	3	26
examples/mixed_hmm/model.py	examples/air/main.py	2	4	37
examples/mixed_hmm/model.py	examples/baseball.py	2	4	46
examples/mixed_hmm/model.py	examples/capture_recapture/cjs.py	2	4	9
examples/mixed_hmm/model.py	examples/contrib/autoname/mixture.py	2	4	22
examples/mixed_hmm/model.py	examples/contrib/autoname/scoping_mixture.py	2	4	22
examples/mixed_hmm/model.py	examples/contrib/autoname/tree_data.py	2	4	21
examples/mixed_hmm/model.py	examples/contrib/gp/sv-dkl.py	2	4	34
examples/mixed_hmm/model.py	examples/eight_schools/data.py	2	4	3
examples/mixed_hmm/model.py	examples/eight_schools/mcmc.py	2	4	29
examples/mixed_hmm/model.py	examples/eight_schools/svi.py	2	4	22
examples/mixed_hmm/model.py	examples/einsum.py	2	4	3
examples/mixed_hmm/model.py	examples/hmm.py	2	4	45
examples/mixed_hmm/model.py	examples/inclined_plane.py	2	4	35
examples/mixed_hmm/model.py	examples/lda.py	2	4	25
examples/mixed_hmm/model.py	examples/lkj.py	2	4	20
examples/mixed_hmm/model.py	examples/minipyro.py	2	4	26
examples/mixed_hmm/seal_data.py	examples/air/main.py	2	5	37
examples/mixed_hmm/seal_data.py	examples/capture_recapture/cjs.py	2	5	9
examples/mixed_hmm/seal_data.py	examples/contrib/autoname/mixture.py	2	5	22
examples/mixed_hmm/seal_data.py	examples/contrib/autoname/scoping_mixture.py	2	5	22
examples/mixed_hmm/seal_data.py	examples/contrib/autoname/tree_data.py	2	5	21
examples/mixed_hmm/seal_data.py	examples/contrib/gp/sv-dkl.py	2	5	34
examples/mixed_hmm/seal_data.py	examples/eight_schools/data.py	2	5	3
examples/mixed_hmm/seal_data.py	examples/eight_schools/mcmc.py	2	5	29
examples/mixed_hmm/seal_data.py	examples/eight_schools/svi.py	2	5	22
examples/mixed_hmm/seal_data.py	examples/einsum.py	2	5	3
examples/mixed_hmm/seal_data.py	examples/hmm.py	2	5	45
examples/mixed_hmm/seal_data.py	examples/inclined_plane.py	2	5	35
examples/mixed_hmm/seal_data.py	examples/lda.py	2	5	25
examples/mixed_hmm/seal_data.py	examples/lkj.py	2	5	20
examples/mixed_hmm/seal_data.py	examples/minipyro.py	2	5	26
examples/rsa/schelling.py	examples/capture_recapture/cjs.py	2	19	9
examples/rsa/schelling.py	examples/eight_schools/data.py	2	19	3
examples/rsa/schelling.py	examples/einsum.py	2	19	3
examples/rsa/schelling.py	examples/mixed_hmm/experiment.py	2	19	3
examples/rsa/schelling.py	examples/mixed_hmm/model.py	2	19	4
examples/rsa/schelling.py	examples/mixed_hmm/seal_data.py	2	19	5
examples/rsa/schelling_false.py	examples/capture_recapture/cjs.py	2	19	9
examples/rsa/schelling_false.py	examples/eight_schools/data.py	2	19	3
examples/rsa/schelling_false.py	examples/einsum.py	2	19	3
examples/rsa/schelling_false.py	examples/mixed_hmm/experiment.py	2	19	3
examples/rsa/schelling_false.py	examples/mixed_hmm/model.py	2	19	4
examples/rsa/schelling_false.py	examples/mixed_hmm/seal_data.py	2	19	5
examples/rsa/search_inference.py	examples/air/air.py	2	9	36
examples/rsa/search_inference.py	examples/air/modules.py	2	9	6
examples/rsa/search_inference.py	examples/dmm/dmm.py	2	9	56
examples/rsa/search_inference.py	examples/air/main.py	2	9	37
examples/rsa/search_inference.py	examples/capture_recapture/cjs.py	2	9	9
examples/rsa/search_inference.py	examples/contrib/autoname/mixture.py	2	9	22
examples/rsa/search_inference.py	examples/contrib/autoname/scoping_mixture.py	2	9	22
examples/rsa/search_inference.py	examples/contrib/autoname/tree_data.py	2	9	21
examples/rsa/search_inference.py	examples/dmm/polyphonic_data_loader.py	2	9	16
examples/rsa/search_inference.py	examples/eight_schools/data.py	2	9	3
examples/rsa/search_inference.py	examples/einsum.py	2	9	3
examples/rsa/search_inference.py	examples/inclined_plane.py	2	9	35
examples/rsa/search_inference.py	examples/lda.py	2	9	25
examples/rsa/search_inference.py	examples/lkj.py	2	9	20
examples/rsa/search_inference.py	examples/minipyro.py	2	9	26
examples/rsa/search_inference.py	examples/mixed_hmm/experiment.py	2	9	3
examples/rsa/search_inference.py	examples/mixed_hmm/model.py	2	9	4
examples/rsa/semantic_parsing.py	examples/air/air.py	2	20	36
examples/rsa/semantic_parsing.py	examples/air/modules.py	2	20	6
examples/sir_hmc.py	examples/contrib/epidemiology/sir.py	2	11	21
examples/sparse_gamma_def.py	examples/air/modules.py	2	28	6
examples/sparse_gamma_def.py	examples/eight_schools/data.py	2	28	3
examples/sparse_gamma_def.py	examples/einsum.py	2	28	3
examples/sparse_gamma_def.py	examples/mixed_hmm/experiment.py	2	28	3
examples/sparse_gamma_def.py	examples/mixed_hmm/model.py	2	28	4
examples/vae/ss_vae_M2.py	examples/air/modules.py	2	34	6
examples/vae/ss_vae_M2.py	examples/rsa/search_inference.py	2	34	9
examples/vae/ss_vae_M2.py	examples/air/viz.py	2	34	6
examples/vae/ss_vae_M2.py	examples/contrib/oed/gp_bayes_opt.py	2	34	9
examples/vae/utils/custom_mlp.py	examples/air/modules.py	2	6	6
examples/vae/utils/custom_mlp.py	examples/contrib/gp/sv-dkl.py	2	6	34
examples/vae/utils/custom_mlp.py	examples/hmm.py	2	6	45
examples/vae/utils/custom_mlp.py	examples/rsa/search_inference.py	2	6	9
examples/vae/utils/custom_mlp.py	examples/rsa/semantic_parsing.py	2	6	20
examples/vae/utils/custom_mlp.py	examples/sparse_gamma_def.py	2	6	28
examples/vae/utils/custom_mlp.py	examples/air/main.py	2	6	37
examples/vae/utils/custom_mlp.py	examples/air/viz.py	2	6	6
examples/vae/utils/custom_mlp.py	examples/dmm/polyphonic_data_loader.py	2	6	16
examples/vae/utils/custom_mlp.py	examples/inclined_plane.py	2	6	35
examples/vae/utils/mnist_cached.py	examples/air/modules.py	2	9	6
examples/vae/utils/mnist_cached.py	examples/rsa/search_inference.py	2	9	9
examples/vae/utils/mnist_cached.py	examples/rsa/semantic_parsing.py	2	9	20
examples/vae/utils/mnist_cached.py	examples/air/viz.py	2	9	6
examples/vae/utils/mnist_cached.py	examples/baseball.py	2	9	46
examples/vae/utils/mnist_cached.py	examples/eight_schools/mcmc.py	2	9	29
examples/vae/utils/mnist_cached.py	examples/inclined_plane.py	2	9	35
examples/vae/utils/vae_plots.py	examples/air/viz.py	2	4	6
examples/vae/utils/vae_plots.py	examples/dmm/dmm.py	2	4	56
examples/vae/vae.py	examples/rsa/search_inference.py	2	29	9
examples/vae/vae.py	examples/air/viz.py	2	29	6
examples/vae/vae.py	examples/contrib/oed/gp_bayes_opt.py	2	29	9
examples/vae/vae.py	examples/dmm/polyphonic_data_loader.py	2	29	16
examples/vae/vae_comparison.py	examples/air/viz.py	2	29	6
examples/vae/vae_comparison.py	examples/mixed_hmm/seal_data.py	2	29	5
examples/vae/vae_comparison.py	examples/vae/utils/vae_plots.py	2	29	4
profiler/distributions.py	examples/air/modules.py	2	11	6
profiler/distributions.py	examples/baseball.py	2	11	46
profiler/distributions.py	examples/capture_recapture/cjs.py	2	11	9
profiler/distributions.py	examples/contrib/autoname/mixture.py	2	11	22
profiler/distributions.py	examples/contrib/autoname/scoping_mixture.py	2	11	22
profiler/distributions.py	examples/contrib/autoname/tree_data.py	2	11	21
profiler/distributions.py	examples/contrib/gp/sv-dkl.py	2	11	34
profiler/distributions.py	examples/dmm/dmm.py	2	11	56
profiler/distributions.py	examples/dmm/polyphonic_data_loader.py	2	11	16
profiler/distributions.py	examples/eight_schools/data.py	2	11	3
profiler/distributions.py	examples/eight_schools/mcmc.py	2	11	29
profiler/distributions.py	examples/eight_schools/svi.py	2	11	22
profiler/distributions.py	examples/einsum.py	2	11	3
profiler/distributions.py	examples/hmm.py	2	11	45
profiler/distributions.py	examples/lda.py	2	11	25
profiler/distributions.py	examples/lkj.py	2	11	20
profiler/distributions.py	examples/minipyro.py	2	11	26
profiler/distributions.py	examples/mixed_hmm/experiment.py	2	11	3
profiler/distributions.py	examples/mixed_hmm/model.py	2	11	4
profiler/distributions.py	examples/mixed_hmm/seal_data.py	2	11	5
profiler/distributions.py	examples/rsa/schelling.py	2	11	19
profiler/distributions.py	examples/rsa/schelling_false.py	2	11	19
profiler/distributions.py	examples/rsa/search_inference.py	2	11	9
profiler/distributions.py	examples/sparse_gamma_def.py	2	11	28
profiler/distributions.py	examples/vae/ss_vae_M2.py	2	11	34
profiler/distributions.py	examples/vae/utils/custom_mlp.py	2	11	6
profiler/distributions.py	examples/vae/utils/mnist_cached.py	2	11	9
profiler/distributions.py	examples/vae/vae_comparison.py	2	11	29
profiler/profiling_utils.py	examples/air/air.py	2	5	36
profiler/profiling_utils.py	examples/air/modules.py	2	5	6
profiler/profiling_utils.py	examples/dmm/dmm.py	2	5	56
profiler/profiling_utils.py	examples/rsa/semantic_parsing.py	2	5	20
profiler/profiling_utils.py	examples/vae/ss_vae_M2.py	2	5	34
profiler/profiling_utils.py	examples/vae/utils/custom_mlp.py	2	5	6
profiler/profiling_utils.py	examples/vae/utils/mnist_cached.py	2	5	9
profiler/profiling_utils.py	examples/vae/vae.py	2	5	29
profiler/profiling_utils.py	examples/vae/vae_comparison.py	2	5	29
profiler/profiling_utils.py	examples/air/main.py	2	5	37
profiler/profiling_utils.py	examples/baseball.py	2	5	46
profiler/profiling_utils.py	examples/capture_recapture/cjs.py	2	5	9
profiler/profiling_utils.py	examples/contrib/autoname/mixture.py	2	5	22
profiler/profiling_utils.py	examples/contrib/autoname/scoping_mixture.py	2	5	22
profiler/profiling_utils.py	examples/contrib/autoname/tree_data.py	2	5	21
profiler/profiling_utils.py	examples/eight_schools/data.py	2	5	3
profiler/profiling_utils.py	examples/eight_schools/mcmc.py	2	5	29
profiler/profiling_utils.py	examples/eight_schools/svi.py	2	5	22
profiler/profiling_utils.py	examples/einsum.py	2	5	3
profiler/profiling_utils.py	examples/inclined_plane.py	2	5	35
profiler/profiling_utils.py	examples/lda.py	2	5	25
profiler/profiling_utils.py	examples/lkj.py	2	5	20
profiler/profiling_utils.py	examples/minipyro.py	2	5	26
profiler/profiling_utils.py	examples/mixed_hmm/experiment.py	2	5	3
profiler/profiling_utils.py	examples/mixed_hmm/model.py	2	5	4
profiler/profiling_utils.py	examples/mixed_hmm/seal_data.py	2	5	5
profiler/profiling_utils.py	examples/rsa/schelling.py	2	5	19
profiler/profiling_utils.py	examples/rsa/schelling_false.py	2	5	19
pyro/__init__.py	examples/air/modules.py	2	176	6
pyro/__init__.py	examples/capture_recapture/cjs.py	2	176	9
pyro/__init__.py	examples/dmm/polyphonic_data_loader.py	2	176	16
pyro/__init__.py	examples/eight_schools/data.py	2	176	3
pyro/__init__.py	examples/einsum.py	2	176	3
pyro/__init__.py	examples/mixed_hmm/experiment.py	2	176	3
pyro/__init__.py	examples/mixed_hmm/model.py	2	176	4
pyro/__init__.py	examples/mixed_hmm/seal_data.py	2	176	5
pyro/__init__.py	examples/vae/utils/custom_mlp.py	2	176	6
pyro/__init__.py	examples/vae/utils/mnist_cached.py	2	176	9
pyro/__init__.py	profiler/profiling_utils.py	2	176	5
pyro/contrib/__init__.py	examples/air/air.py	2	17	36
pyro/contrib/__init__.py	examples/baseball.py	2	17	46
pyro/contrib/__init__.py	examples/contrib/autoname/scoping_mixture.py	2	17	22
pyro/contrib/__init__.py	examples/contrib/gp/sv-dkl.py	2	17	34
pyro/contrib/__init__.py	examples/dmm/polyphonic_data_loader.py	2	17	16
pyro/contrib/__init__.py	examples/eight_schools/data.py	2	17	3
pyro/contrib/__init__.py	examples/eight_schools/mcmc.py	2	17	29
pyro/contrib/__init__.py	examples/eight_schools/svi.py	2	17	22
pyro/contrib/__init__.py	examples/einsum.py	2	17	3
pyro/contrib/__init__.py	examples/lda.py	2	17	25
pyro/contrib/__init__.py	examples/lkj.py	2	17	20
pyro/contrib/__init__.py	examples/minipyro.py	2	17	26
pyro/contrib/__init__.py	examples/mixed_hmm/experiment.py	2	17	3
pyro/contrib/__init__.py	examples/mixed_hmm/model.py	2	17	4
pyro/contrib/__init__.py	examples/mixed_hmm/seal_data.py	2	17	5
pyro/contrib/__init__.py	examples/rsa/schelling.py	2	17	19
pyro/contrib/__init__.py	examples/rsa/schelling_false.py	2	17	19
pyro/contrib/__init__.py	examples/rsa/search_inference.py	2	17	9
pyro/contrib/__init__.py	examples/sparse_regression.py	2	17	18
pyro/contrib/__init__.py	examples/vae/ss_vae_M2.py	2	17	34
pyro/contrib/__init__.py	examples/vae/utils/custom_mlp.py	2	17	6
pyro/contrib/__init__.py	examples/vae/utils/mnist_cached.py	2	17	9
pyro/contrib/__init__.py	examples/vae/vae_comparison.py	2	17	29
pyro/contrib/__init__.py	profiler/profiling_utils.py	2	17	5
pyro/contrib/autoguide.py	examples/capture_recapture/cjs.py	2	3	9
pyro/contrib/autoguide.py	examples/hmm.py	2	3	45
pyro/contrib/autoguide.py	examples/sparse_gamma_def.py	2	3	28
pyro/contrib/autoguide.py	examples/sparse_regression.py	2	3	18
pyro/contrib/autoguide.py	pyro/contrib/__init__.py	2	3	17
pyro/contrib/autoname/__init__.py	examples/air/main.py	2	5	37
pyro/contrib/autoname/__init__.py	examples/baseball.py	2	5	46
pyro/contrib/autoname/__init__.py	examples/capture_recapture/cjs.py	2	5	9
pyro/contrib/autoname/__init__.py	examples/contrib/gp/sv-dkl.py	2	5	34
pyro/contrib/autoname/__init__.py	examples/eight_schools/data.py	2	5	3
pyro/contrib/autoname/__init__.py	examples/eight_schools/mcmc.py	2	5	29
pyro/contrib/autoname/__init__.py	examples/eight_schools/svi.py	2	5	22
pyro/contrib/autoname/__init__.py	examples/einsum.py	2	5	3
pyro/contrib/autoname/__init__.py	examples/hmm.py	2	5	45
pyro/contrib/autoname/__init__.py	examples/inclined_plane.py	2	5	35
pyro/contrib/autoname/__init__.py	examples/lda.py	2	5	25
pyro/contrib/autoname/__init__.py	examples/lkj.py	2	5	20
pyro/contrib/autoname/__init__.py	examples/minipyro.py	2	5	26
pyro/contrib/autoname/__init__.py	examples/mixed_hmm/experiment.py	2	5	3
pyro/contrib/autoname/__init__.py	examples/mixed_hmm/model.py	2	5	4
pyro/contrib/autoname/__init__.py	examples/mixed_hmm/seal_data.py	2	5	5
pyro/contrib/autoname/__init__.py	examples/rsa/schelling.py	2	5	19
pyro/contrib/autoname/__init__.py	examples/rsa/schelling_false.py	2	5	19
pyro/contrib/autoname/__init__.py	examples/rsa/search_inference.py	2	5	9
pyro/contrib/autoname/__init__.py	examples/sparse_gamma_def.py	2	5	28
pyro/contrib/autoname/__init__.py	profiler/distributions.py	2	5	11
pyro/contrib/autoname/__init__.py	profiler/profiling_utils.py	2	5	5
pyro/contrib/autoname/__init__.py	pyro/__init__.py	2	5	176
pyro/contrib/autoname/named.py	examples/air/air.py	2	5	36
pyro/contrib/autoname/named.py	examples/air/modules.py	2	5	6
pyro/contrib/autoname/named.py	examples/dmm/dmm.py	2	5	56
pyro/contrib/autoname/named.py	examples/rsa/semantic_parsing.py	2	5	20
pyro/contrib/autoname/named.py	examples/vae/ss_vae_M2.py	2	5	34
pyro/contrib/autoname/named.py	examples/vae/utils/custom_mlp.py	2	5	6
pyro/contrib/autoname/named.py	examples/vae/utils/mnist_cached.py	2	5	9
pyro/contrib/autoname/named.py	examples/vae/vae.py	2	5	29
pyro/contrib/autoname/named.py	examples/vae/vae_comparison.py	2	5	29
pyro/contrib/autoname/named.py	examples/air/main.py	2	5	37
pyro/contrib/autoname/named.py	examples/baseball.py	2	5	46
pyro/contrib/autoname/named.py	examples/capture_recapture/cjs.py	2	5	9
pyro/contrib/autoname/named.py	examples/contrib/autoname/scoping_mixture.py	2	5	22
pyro/contrib/autoname/named.py	examples/eight_schools/data.py	2	5	3
pyro/contrib/autoname/named.py	examples/eight_schools/mcmc.py	2	5	29
pyro/contrib/autoname/named.py	examples/eight_schools/svi.py	2	5	22
pyro/contrib/autoname/named.py	examples/einsum.py	2	5	3
pyro/contrib/autoname/named.py	examples/inclined_plane.py	2	5	35
pyro/contrib/autoname/named.py	examples/lda.py	2	5	25
pyro/contrib/autoname/named.py	examples/lkj.py	2	5	20
pyro/contrib/autoname/named.py	examples/minipyro.py	2	5	26
pyro/contrib/autoname/named.py	examples/mixed_hmm/experiment.py	2	5	3
pyro/contrib/autoname/named.py	examples/mixed_hmm/model.py	2	5	4
pyro/contrib/autoname/named.py	examples/mixed_hmm/seal_data.py	2	5	5
pyro/contrib/autoname/named.py	examples/rsa/schelling.py	2	5	19
pyro/contrib/autoname/named.py	examples/rsa/schelling_false.py	2	5	19
pyro/contrib/autoname/named.py	profiler/distributions.py	2	5	11
pyro/contrib/autoname/named.py	pyro/__init__.py	2	5	176
pyro/contrib/autoname/scoping.py	examples/air/air.py	2	6	36
pyro/contrib/autoname/scoping.py	examples/air/modules.py	2	6	6
pyro/contrib/autoname/scoping.py	examples/contrib/gp/sv-dkl.py	2	6	34
pyro/contrib/autoname/scoping.py	examples/dmm/dmm.py	2	6	56
pyro/contrib/autoname/scoping.py	examples/hmm.py	2	6	45
pyro/contrib/autoname/scoping.py	examples/rsa/search_inference.py	2	6	9
pyro/contrib/autoname/scoping.py	examples/rsa/semantic_parsing.py	2	6	20
pyro/contrib/autoname/scoping.py	examples/sparse_gamma_def.py	2	6	28
pyro/contrib/autoname/scoping.py	examples/vae/ss_vae_M2.py	2	6	34
pyro/contrib/autoname/scoping.py	examples/vae/utils/custom_mlp.py	2	6	6
pyro/contrib/autoname/scoping.py	examples/vae/utils/mnist_cached.py	2	6	9
pyro/contrib/autoname/scoping.py	examples/vae/vae.py	2	6	29
pyro/contrib/autoname/scoping.py	examples/vae/vae_comparison.py	2	6	29
pyro/contrib/autoname/scoping.py	profiler/profiling_utils.py	2	6	5
pyro/contrib/autoname/scoping.py	pyro/contrib/autoname/named.py	2	6	5
pyro/contrib/autoname/scoping.py	examples/contrib/autoname/scoping_mixture.py	2	6	22
pyro/contrib/bnn/__init__.py	examples/air/main.py	2	3	37
pyro/contrib/bnn/__init__.py	examples/baseball.py	2	3	46
pyro/contrib/bnn/__init__.py	examples/capture_recapture/cjs.py	2	3	9
pyro/contrib/bnn/__init__.py	examples/contrib/autoname/mixture.py	2	3	22
pyro/contrib/bnn/__init__.py	examples/contrib/autoname/scoping_mixture.py	2	3	22
pyro/contrib/bnn/__init__.py	examples/contrib/autoname/tree_data.py	2	3	21
pyro/contrib/bnn/__init__.py	examples/contrib/gp/sv-dkl.py	2	3	34
pyro/contrib/bnn/__init__.py	examples/eight_schools/data.py	2	3	3
pyro/contrib/bnn/__init__.py	examples/eight_schools/mcmc.py	2	3	29
pyro/contrib/bnn/__init__.py	examples/eight_schools/svi.py	2	3	22
pyro/contrib/bnn/__init__.py	examples/einsum.py	2	3	3
pyro/contrib/bnn/__init__.py	examples/hmm.py	2	3	45
pyro/contrib/bnn/__init__.py	examples/inclined_plane.py	2	3	35
pyro/contrib/bnn/__init__.py	examples/lda.py	2	3	25
pyro/contrib/bnn/__init__.py	examples/lkj.py	2	3	20
pyro/contrib/bnn/__init__.py	examples/minipyro.py	2	3	26
pyro/contrib/bnn/__init__.py	examples/mixed_hmm/experiment.py	2	3	3
pyro/contrib/bnn/__init__.py	examples/mixed_hmm/model.py	2	3	4
pyro/contrib/bnn/__init__.py	examples/mixed_hmm/seal_data.py	2	3	5
pyro/contrib/bnn/__init__.py	examples/rsa/schelling.py	2	3	19
pyro/contrib/bnn/__init__.py	examples/rsa/schelling_false.py	2	3	19
pyro/contrib/bnn/__init__.py	examples/rsa/search_inference.py	2	3	9
pyro/contrib/bnn/__init__.py	examples/sparse_gamma_def.py	2	3	28
pyro/contrib/bnn/__init__.py	profiler/distributions.py	2	3	11
pyro/contrib/bnn/__init__.py	profiler/profiling_utils.py	2	3	5
pyro/contrib/bnn/__init__.py	pyro/__init__.py	2	3	176
pyro/contrib/bnn/__init__.py	pyro/contrib/autoname/__init__.py	2	3	5
pyro/contrib/bnn/__init__.py	pyro/contrib/autoname/named.py	2	3	5
pyro/contrib/bnn/hidden_layer.py	examples/air/main.py	2	3	37
pyro/contrib/bnn/hidden_layer.py	examples/baseball.py	2	3	46
pyro/contrib/bnn/hidden_layer.py	examples/capture_recapture/cjs.py	2	3	9
pyro/contrib/bnn/hidden_layer.py	examples/contrib/autoname/mixture.py	2	3	22
pyro/contrib/bnn/hidden_layer.py	examples/contrib/autoname/scoping_mixture.py	2	3	22
pyro/contrib/bnn/hidden_layer.py	examples/contrib/autoname/tree_data.py	2	3	21
pyro/contrib/bnn/hidden_layer.py	examples/contrib/gp/sv-dkl.py	2	3	34
pyro/contrib/bnn/hidden_layer.py	examples/eight_schools/data.py	2	3	3
pyro/contrib/bnn/hidden_layer.py	examples/eight_schools/mcmc.py	2	3	29
pyro/contrib/bnn/hidden_layer.py	examples/eight_schools/svi.py	2	3	22
pyro/contrib/bnn/hidden_layer.py	examples/einsum.py	2	3	3
pyro/contrib/bnn/hidden_layer.py	examples/hmm.py	2	3	45
pyro/contrib/bnn/hidden_layer.py	examples/inclined_plane.py	2	3	35
pyro/contrib/bnn/hidden_layer.py	examples/lda.py	2	3	25
pyro/contrib/bnn/hidden_layer.py	examples/lkj.py	2	3	20
pyro/contrib/bnn/hidden_layer.py	examples/minipyro.py	2	3	26
pyro/contrib/bnn/hidden_layer.py	examples/mixed_hmm/experiment.py	2	3	3
pyro/contrib/bnn/hidden_layer.py	examples/mixed_hmm/model.py	2	3	4
pyro/contrib/bnn/hidden_layer.py	examples/mixed_hmm/seal_data.py	2	3	5
pyro/contrib/bnn/hidden_layer.py	examples/rsa/schelling.py	2	3	19
pyro/contrib/bnn/hidden_layer.py	examples/rsa/schelling_false.py	2	3	19
pyro/contrib/bnn/hidden_layer.py	examples/rsa/search_inference.py	2	3	9
pyro/contrib/bnn/hidden_layer.py	examples/sparse_gamma_def.py	2	3	28
pyro/contrib/bnn/hidden_layer.py	profiler/distributions.py	2	3	11
pyro/contrib/bnn/hidden_layer.py	profiler/profiling_utils.py	2	3	5
pyro/contrib/bnn/hidden_layer.py	pyro/__init__.py	2	3	176
pyro/contrib/bnn/hidden_layer.py	pyro/contrib/autoname/__init__.py	2	3	5
pyro/contrib/bnn/hidden_layer.py	pyro/contrib/autoname/named.py	2	3	5
pyro/contrib/bnn/utils.py	examples/air/main.py	2	3	37
pyro/contrib/bnn/utils.py	examples/baseball.py	2	3	46
pyro/contrib/bnn/utils.py	examples/capture_recapture/cjs.py	2	3	9
pyro/contrib/bnn/utils.py	examples/contrib/autoname/mixture.py	2	3	22
pyro/contrib/bnn/utils.py	examples/contrib/autoname/scoping_mixture.py	2	3	22
pyro/contrib/bnn/utils.py	examples/contrib/autoname/tree_data.py	2	3	21
pyro/contrib/bnn/utils.py	examples/contrib/gp/sv-dkl.py	2	3	34
pyro/contrib/bnn/utils.py	examples/eight_schools/data.py	2	3	3
pyro/contrib/bnn/utils.py	examples/eight_schools/mcmc.py	2	3	29
pyro/contrib/bnn/utils.py	examples/eight_schools/svi.py	2	3	22
pyro/contrib/bnn/utils.py	examples/einsum.py	2	3	3
pyro/contrib/bnn/utils.py	examples/hmm.py	2	3	45
pyro/contrib/bnn/utils.py	examples/inclined_plane.py	2	3	35
pyro/contrib/bnn/utils.py	examples/lda.py	2	3	25
pyro/contrib/bnn/utils.py	examples/lkj.py	2	3	20
pyro/contrib/bnn/utils.py	examples/minipyro.py	2	3	26
pyro/contrib/bnn/utils.py	examples/mixed_hmm/experiment.py	2	3	3
pyro/contrib/bnn/utils.py	examples/mixed_hmm/model.py	2	3	4
pyro/contrib/bnn/utils.py	examples/mixed_hmm/seal_data.py	2	3	5
pyro/contrib/bnn/utils.py	examples/rsa/schelling.py	2	3	19
pyro/contrib/bnn/utils.py	examples/rsa/schelling_false.py	2	3	19
pyro/contrib/bnn/utils.py	examples/rsa/search_inference.py	2	3	9
pyro/contrib/bnn/utils.py	examples/sparse_gamma_def.py	2	3	28
pyro/contrib/bnn/utils.py	profiler/distributions.py	2	3	11
pyro/contrib/bnn/utils.py	profiler/profiling_utils.py	2	3	5
pyro/contrib/bnn/utils.py	pyro/__init__.py	2	3	176
pyro/contrib/bnn/utils.py	pyro/contrib/autoname/__init__.py	2	3	5
pyro/contrib/bnn/utils.py	pyro/contrib/autoname/named.py	2	3	5
pyro/contrib/cevae/__init__.py	examples/contrib/cevae/synthetic.py	2	3	8
pyro/contrib/conjugate/infer.py	examples/air/air.py	2	4	36
pyro/contrib/conjugate/infer.py	examples/air/modules.py	2	4	6
pyro/contrib/conjugate/infer.py	examples/contrib/gp/sv-dkl.py	2	4	34
pyro/contrib/conjugate/infer.py	examples/dmm/dmm.py	2	4	56
pyro/contrib/conjugate/infer.py	examples/hmm.py	2	4	45
pyro/contrib/conjugate/infer.py	examples/rsa/search_inference.py	2	4	9
pyro/contrib/conjugate/infer.py	examples/rsa/semantic_parsing.py	2	4	20
pyro/contrib/conjugate/infer.py	examples/sparse_gamma_def.py	2	4	28
pyro/contrib/conjugate/infer.py	examples/vae/ss_vae_M2.py	2	4	34
pyro/contrib/conjugate/infer.py	examples/vae/utils/custom_mlp.py	2	4	6
pyro/contrib/conjugate/infer.py	examples/vae/utils/mnist_cached.py	2	4	9
pyro/contrib/conjugate/infer.py	examples/vae/vae.py	2	4	29
pyro/contrib/conjugate/infer.py	examples/vae/vae_comparison.py	2	4	29
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pyro/contrib/conjugate/infer.py	pyro/contrib/autoname/named.py	2	4	5
pyro/contrib/conjugate/infer.py	pyro/contrib/autoname/scoping.py	2	4	6
pyro/contrib/easyguide/__init__.py	examples/air/main.py	2	3	37
pyro/contrib/easyguide/__init__.py	examples/baseball.py	2	3	46
pyro/contrib/easyguide/__init__.py	examples/capture_recapture/cjs.py	2	3	9
pyro/contrib/easyguide/__init__.py	examples/contrib/autoname/mixture.py	2	3	22
pyro/contrib/easyguide/__init__.py	examples/contrib/autoname/scoping_mixture.py	2	3	22
pyro/contrib/easyguide/__init__.py	examples/contrib/autoname/tree_data.py	2	3	21
pyro/contrib/easyguide/__init__.py	examples/contrib/gp/sv-dkl.py	2	3	34
pyro/contrib/easyguide/__init__.py	examples/eight_schools/data.py	2	3	3
pyro/contrib/easyguide/__init__.py	examples/eight_schools/mcmc.py	2	3	29
pyro/contrib/easyguide/__init__.py	examples/eight_schools/svi.py	2	3	22
pyro/contrib/easyguide/__init__.py	examples/einsum.py	2	3	3
pyro/contrib/easyguide/__init__.py	examples/hmm.py	2	3	45
pyro/contrib/easyguide/__init__.py	examples/inclined_plane.py	2	3	35
pyro/contrib/easyguide/__init__.py	examples/lda.py	2	3	25
pyro/contrib/easyguide/__init__.py	examples/lkj.py	2	3	20
pyro/contrib/easyguide/__init__.py	examples/minipyro.py	2	3	26
pyro/contrib/easyguide/__init__.py	examples/mixed_hmm/experiment.py	2	3	3
pyro/contrib/easyguide/__init__.py	examples/mixed_hmm/model.py	2	3	4
pyro/contrib/easyguide/__init__.py	examples/mixed_hmm/seal_data.py	2	3	5
pyro/contrib/easyguide/__init__.py	examples/rsa/schelling.py	2	3	19
pyro/contrib/easyguide/__init__.py	examples/rsa/schelling_false.py	2	3	19
pyro/contrib/easyguide/__init__.py	examples/rsa/search_inference.py	2	3	9
pyro/contrib/easyguide/__init__.py	examples/sparse_gamma_def.py	2	3	28
pyro/contrib/easyguide/__init__.py	profiler/distributions.py	2	3	11
pyro/contrib/easyguide/__init__.py	profiler/profiling_utils.py	2	3	5
pyro/contrib/easyguide/__init__.py	pyro/__init__.py	2	3	176
pyro/contrib/easyguide/__init__.py	pyro/contrib/autoname/__init__.py	2	3	5
pyro/contrib/easyguide/__init__.py	pyro/contrib/autoname/named.py	2	3	5
pyro/contrib/easyguide/__init__.py	pyro/contrib/bnn/__init__.py	2	3	3
pyro/contrib/easyguide/__init__.py	pyro/contrib/bnn/hidden_layer.py	2	3	3
pyro/contrib/easyguide/__init__.py	pyro/contrib/bnn/utils.py	2	3	3
pyro/contrib/easyguide/easyguide.py	examples/air/main.py	2	9	37
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pyro/contrib/easyguide/easyguide.py	examples/contrib/autoname/scoping_mixture.py	2	9	22
pyro/contrib/easyguide/easyguide.py	examples/contrib/autoname/tree_data.py	2	9	21
pyro/contrib/easyguide/easyguide.py	examples/contrib/gp/sv-dkl.py	2	9	34
pyro/contrib/easyguide/easyguide.py	examples/dmm/polyphonic_data_loader.py	2	9	16
pyro/contrib/easyguide/easyguide.py	examples/eight_schools/data.py	2	9	3
pyro/contrib/easyguide/easyguide.py	examples/eight_schools/mcmc.py	2	9	29
pyro/contrib/easyguide/easyguide.py	examples/eight_schools/svi.py	2	9	22
pyro/contrib/easyguide/easyguide.py	examples/einsum.py	2	9	3
pyro/contrib/easyguide/easyguide.py	examples/inclined_plane.py	2	9	35
pyro/contrib/easyguide/easyguide.py	examples/lda.py	2	9	25
pyro/contrib/easyguide/easyguide.py	examples/lkj.py	2	9	20
pyro/contrib/easyguide/easyguide.py	examples/minipyro.py	2	9	26
pyro/contrib/easyguide/easyguide.py	examples/mixed_hmm/experiment.py	2	9	3
pyro/contrib/easyguide/easyguide.py	examples/mixed_hmm/model.py	2	9	4
pyro/contrib/easyguide/easyguide.py	examples/rsa/schelling.py	2	9	19
pyro/contrib/easyguide/easyguide.py	examples/rsa/schelling_false.py	2	9	19
pyro/contrib/easyguide/easyguide.py	examples/sparse_regression.py	2	9	18
pyro/contrib/easyguide/easyguide.py	examples/vae/vae_comparison.py	2	9	29
pyro/contrib/easyguide/easyguide.py	profiler/distributions.py	2	9	11
pyro/contrib/easyguide/easyguide.py	profiler/profiling_utils.py	2	9	5
pyro/contrib/easyguide/easyguide.py	pyro/__init__.py	2	9	176
pyro/contrib/easyguide/easyguide.py	pyro/contrib/autoguide.py	2	9	3
pyro/contrib/easyguide/easyguide.py	pyro/contrib/autoname/__init__.py	2	9	5
pyro/contrib/easyguide/easyguide.py	pyro/contrib/autoname/named.py	2	9	5
pyro/contrib/easyguide/easyguide.py	pyro/contrib/bnn/__init__.py	2	9	3
pyro/contrib/easyguide/easyguide.py	pyro/contrib/bnn/hidden_layer.py	2	9	3
pyro/contrib/easyguide/easyguide.py	pyro/contrib/bnn/utils.py	2	9	3
pyro/contrib/epidemiology/compartmental.py	examples/sir_hmc.py	2	33	11
pyro/contrib/epidemiology/distributions.py	examples/contrib/epidemiology/regional.py	2	9	10
pyro/contrib/epidemiology/models.py	pyro/contrib/epidemiology/distributions.py	2	9	9
pyro/contrib/epidemiology/util.py	pyro/contrib/epidemiology/distributions.py	2	8	9
pyro/contrib/epidemiology/util.py	pyro/contrib/epidemiology/models.py	2	8	9
pyro/contrib/epidemiology/util.py	examples/sir_hmc.py	2	8	11
pyro/contrib/examples/multi_mnist.py	examples/air/main.py	2	3	37
pyro/contrib/examples/util.py	pyro/contrib/examples/bart.py	2	9	6
pyro/contrib/examples/util.py	examples/air/viz.py	2	9	6
pyro/contrib/examples/util.py	examples/capture_recapture/cjs.py	2	9	9
pyro/contrib/examples/util.py	examples/contrib/autoname/mixture.py	2	9	22
pyro/contrib/examples/util.py	examples/contrib/autoname/scoping_mixture.py	2	9	22
pyro/contrib/examples/util.py	examples/contrib/autoname/tree_data.py	2	9	21
pyro/contrib/examples/util.py	examples/dmm/dmm.py	2	9	56
pyro/contrib/examples/util.py	examples/eight_schools/data.py	2	9	3
pyro/contrib/examples/util.py	examples/eight_schools/svi.py	2	9	22
pyro/contrib/examples/util.py	examples/einsum.py	2	9	3
pyro/contrib/examples/util.py	examples/inclined_plane.py	2	9	35
pyro/contrib/examples/util.py	examples/lda.py	2	9	25
pyro/contrib/examples/util.py	examples/lkj.py	2	9	20
pyro/contrib/examples/util.py	examples/minipyro.py	2	9	26
pyro/contrib/examples/util.py	examples/mixed_hmm/experiment.py	2	9	3
pyro/contrib/examples/util.py	examples/mixed_hmm/model.py	2	9	4
pyro/contrib/examples/util.py	examples/rsa/schelling.py	2	9	19
pyro/contrib/examples/util.py	examples/rsa/schelling_false.py	2	9	19
pyro/contrib/examples/util.py	examples/rsa/search_inference.py	2	9	9
pyro/contrib/examples/util.py	examples/vae/utils/custom_mlp.py	2	9	6
pyro/contrib/examples/util.py	examples/vae/utils/vae_plots.py	2	9	4
pyro/contrib/examples/util.py	examples/vae/vae.py	2	9	29
pyro/contrib/examples/util.py	examples/vae/vae_comparison.py	2	9	29
pyro/contrib/examples/util.py	profiler/distributions.py	2	9	11
pyro/contrib/examples/util.py	profiler/profiling_utils.py	2	9	5
pyro/contrib/examples/util.py	pyro/__init__.py	2	9	176
pyro/contrib/examples/util.py	pyro/contrib/__init__.py	2	9	17
pyro/contrib/examples/util.py	pyro/contrib/autoname/__init__.py	2	9	5
pyro/contrib/examples/util.py	pyro/contrib/autoname/named.py	2	9	5
pyro/contrib/examples/util.py	pyro/contrib/bnn/__init__.py	2	9	3
pyro/contrib/examples/util.py	pyro/contrib/bnn/hidden_layer.py	2	9	3
pyro/contrib/examples/util.py	pyro/contrib/bnn/utils.py	2	9	3
pyro/contrib/examples/util.py	pyro/contrib/easyguide/__init__.py	2	9	3
pyro/contrib/examples/util.py	pyro/contrib/easyguide/easyguide.py	2	9	9
pyro/contrib/forecast/evaluate.py	pyro/contrib/forecast/__init__.py	2	8	3
pyro/contrib/forecast/forecaster.py	examples/contrib/forecast/bart.py	2	14	6
pyro/contrib/funsor/handlers/__init__.py	pyro/contrib/funsor/__init__.py	2	3	3
pyro/contrib/funsor/handlers/plate_messenger.py	pyro/contrib/funsor/__init__.py	2	4	3
pyro/contrib/funsor/handlers/plate_messenger.py	pyro/contrib/funsor/handlers/enum_messenger.py	2	4	4
pyro/contrib/funsor/handlers/trace_messenger.py	pyro/contrib/funsor/handlers/enum_messenger.py	2	2	4
pyro/contrib/funsor/infer/__init__.py	pyro/contrib/funsor/__init__.py	2	4	3
pyro/contrib/funsor/infer/__init__.py	pyro/contrib/funsor/handlers/enum_messenger.py	2	4	4
pyro/contrib/funsor/infer/__init__.py	pyro/contrib/funsor/handlers/plate_messenger.py	2	4	4
pyro/contrib/funsor/infer/traceenum_elbo.py	pyro/contrib/funsor/handlers/enum_messenger.py	2	3	4
pyro/contrib/funsor/infer/traceenum_elbo.py	pyro/contrib/funsor/infer/__init__.py	2	3	4
pyro/contrib/funsor/infer/tracetmc_elbo.py	pyro/contrib/funsor/handlers/enum_messenger.py	2	3	4
pyro/contrib/funsor/infer/tracetmc_elbo.py	pyro/contrib/funsor/handlers/plate_messenger.py	2	3	4
pyro/contrib/funsor/infer/tracetmc_elbo.py	pyro/contrib/funsor/infer/traceenum_elbo.py	2	3	3
pyro/contrib/gp/__init__.py	examples/baseball.py	2	14	46
pyro/contrib/gp/__init__.py	examples/capture_recapture/cjs.py	2	14	9
pyro/contrib/gp/__init__.py	examples/contrib/autoname/mixture.py	2	14	22
pyro/contrib/gp/__init__.py	examples/contrib/autoname/scoping_mixture.py	2	14	22
pyro/contrib/gp/__init__.py	examples/contrib/autoname/tree_data.py	2	14	21
pyro/contrib/gp/__init__.py	examples/contrib/gp/sv-dkl.py	2	14	34
pyro/contrib/gp/__init__.py	examples/dmm/polyphonic_data_loader.py	2	14	16
pyro/contrib/gp/__init__.py	examples/eight_schools/data.py	2	14	3
pyro/contrib/gp/__init__.py	examples/eight_schools/mcmc.py	2	14	29
pyro/contrib/gp/__init__.py	examples/eight_schools/svi.py	2	14	22
pyro/contrib/gp/__init__.py	examples/einsum.py	2	14	3
pyro/contrib/gp/__init__.py	examples/hmm.py	2	14	45
pyro/contrib/gp/__init__.py	examples/lda.py	2	14	25
pyro/contrib/gp/__init__.py	examples/lkj.py	2	14	20
pyro/contrib/gp/__init__.py	examples/minipyro.py	2	14	26
pyro/contrib/gp/__init__.py	examples/mixed_hmm/experiment.py	2	14	3
pyro/contrib/gp/__init__.py	examples/mixed_hmm/model.py	2	14	4
pyro/contrib/gp/__init__.py	examples/mixed_hmm/seal_data.py	2	14	5
pyro/contrib/gp/__init__.py	examples/rsa/schelling.py	2	14	19
pyro/contrib/gp/__init__.py	examples/rsa/schelling_false.py	2	14	19
pyro/contrib/gp/__init__.py	examples/rsa/search_inference.py	2	14	9
pyro/contrib/gp/__init__.py	examples/sparse_gamma_def.py	2	14	28
pyro/contrib/gp/__init__.py	examples/vae/ss_vae_M2.py	2	14	34
pyro/contrib/gp/__init__.py	examples/vae/utils/custom_mlp.py	2	14	6
pyro/contrib/gp/__init__.py	examples/vae/utils/mnist_cached.py	2	14	9
pyro/contrib/gp/__init__.py	examples/vae/vae_comparison.py	2	14	29
pyro/contrib/gp/__init__.py	profiler/profiling_utils.py	2	14	5
pyro/contrib/gp/__init__.py	pyro/contrib/autoname/__init__.py	2	14	5
pyro/contrib/gp/__init__.py	pyro/contrib/autoname/named.py	2	14	5
pyro/contrib/gp/__init__.py	pyro/contrib/bnn/__init__.py	2	14	3
pyro/contrib/gp/__init__.py	pyro/contrib/bnn/hidden_layer.py	2	14	3
pyro/contrib/gp/__init__.py	pyro/contrib/bnn/utils.py	2	14	3
pyro/contrib/gp/__init__.py	pyro/contrib/easyguide/__init__.py	2	14	3
pyro/contrib/gp/__init__.py	pyro/contrib/easyguide/easyguide.py	2	14	9
pyro/contrib/gp/__init__.py	pyro/contrib/examples/util.py	2	14	9
pyro/contrib/gp/kernels/__init__.py	examples/air/air.py	2	12	36
pyro/contrib/gp/kernels/__init__.py	examples/baseball.py	2	12	46
pyro/contrib/gp/kernels/__init__.py	examples/capture_recapture/cjs.py	2	12	9
pyro/contrib/gp/kernels/__init__.py	examples/contrib/autoname/mixture.py	2	12	22
pyro/contrib/gp/kernels/__init__.py	examples/contrib/autoname/scoping_mixture.py	2	12	22
pyro/contrib/gp/kernels/__init__.py	examples/contrib/autoname/tree_data.py	2	12	21
pyro/contrib/gp/kernels/__init__.py	examples/dmm/polyphonic_data_loader.py	2	12	16
pyro/contrib/gp/kernels/__init__.py	examples/eight_schools/data.py	2	12	3
pyro/contrib/gp/kernels/__init__.py	examples/eight_schools/mcmc.py	2	12	29
pyro/contrib/gp/kernels/__init__.py	examples/eight_schools/svi.py	2	12	22
pyro/contrib/gp/kernels/__init__.py	examples/einsum.py	2	12	3
pyro/contrib/gp/kernels/__init__.py	examples/hmm.py	2	12	45
pyro/contrib/gp/kernels/__init__.py	examples/lda.py	2	12	25
pyro/contrib/gp/kernels/__init__.py	examples/lkj.py	2	12	20
pyro/contrib/gp/kernels/__init__.py	examples/minipyro.py	2	12	26
pyro/contrib/gp/kernels/__init__.py	examples/mixed_hmm/experiment.py	2	12	3
pyro/contrib/gp/kernels/__init__.py	examples/mixed_hmm/model.py	2	12	4
pyro/contrib/gp/kernels/__init__.py	examples/mixed_hmm/seal_data.py	2	12	5
pyro/contrib/gp/kernels/__init__.py	examples/rsa/schelling.py	2	12	19
pyro/contrib/gp/kernels/__init__.py	examples/rsa/schelling_false.py	2	12	19
pyro/contrib/gp/kernels/__init__.py	examples/rsa/search_inference.py	2	12	9
pyro/contrib/gp/kernels/__init__.py	examples/sparse_gamma_def.py	2	12	28
pyro/contrib/gp/kernels/__init__.py	examples/vae/ss_vae_M2.py	2	12	34
pyro/contrib/gp/kernels/__init__.py	examples/vae/utils/custom_mlp.py	2	12	6
pyro/contrib/gp/kernels/__init__.py	examples/vae/utils/mnist_cached.py	2	12	9
pyro/contrib/gp/kernels/__init__.py	examples/vae/vae_comparison.py	2	12	29
pyro/contrib/gp/kernels/__init__.py	profiler/profiling_utils.py	2	12	5
pyro/contrib/gp/kernels/__init__.py	pyro/contrib/autoname/__init__.py	2	12	5
pyro/contrib/gp/kernels/__init__.py	pyro/contrib/autoname/named.py	2	12	5
pyro/contrib/gp/kernels/__init__.py	pyro/contrib/bnn/__init__.py	2	12	3
pyro/contrib/gp/kernels/__init__.py	pyro/contrib/bnn/hidden_layer.py	2	12	3
pyro/contrib/gp/kernels/__init__.py	pyro/contrib/bnn/utils.py	2	12	3
pyro/contrib/gp/kernels/__init__.py	pyro/contrib/easyguide/__init__.py	2	12	3
pyro/contrib/gp/kernels/__init__.py	pyro/contrib/easyguide/easyguide.py	2	12	9
pyro/contrib/gp/kernels/__init__.py	pyro/contrib/examples/util.py	2	12	9
pyro/contrib/gp/kernels/brownian.py	examples/air/air.py	2	12	36
pyro/contrib/gp/kernels/brownian.py	examples/air/modules.py	2	12	6
pyro/contrib/gp/kernels/brownian.py	examples/dmm/dmm.py	2	12	56
pyro/contrib/gp/kernels/brownian.py	examples/rsa/semantic_parsing.py	2	12	20
pyro/contrib/gp/kernels/brownian.py	examples/vae/ss_vae_M2.py	2	12	34
pyro/contrib/gp/kernels/brownian.py	examples/vae/utils/custom_mlp.py	2	12	6
pyro/contrib/gp/kernels/brownian.py	examples/vae/utils/mnist_cached.py	2	12	9
pyro/contrib/gp/kernels/brownian.py	examples/vae/vae.py	2	12	29
pyro/contrib/gp/kernels/brownian.py	examples/vae/vae_comparison.py	2	12	29
pyro/contrib/gp/kernels/brownian.py	pyro/contrib/autoname/scoping.py	2	12	6
pyro/contrib/gp/kernels/brownian.py	pyro/contrib/conjugate/infer.py	2	12	4
pyro/contrib/gp/kernels/brownian.py	examples/air/main.py	2	12	37
pyro/contrib/gp/kernels/brownian.py	examples/baseball.py	2	12	46
pyro/contrib/gp/kernels/brownian.py	examples/capture_recapture/cjs.py	2	12	9
pyro/contrib/gp/kernels/brownian.py	examples/contrib/autoname/mixture.py	2	12	22
pyro/contrib/gp/kernels/brownian.py	examples/contrib/autoname/scoping_mixture.py	2	12	22
pyro/contrib/gp/kernels/brownian.py	examples/contrib/autoname/tree_data.py	2	12	21
pyro/contrib/gp/kernels/brownian.py	examples/contrib/oed/gp_bayes_opt.py	2	12	9
pyro/contrib/gp/kernels/brownian.py	examples/eight_schools/data.py	2	12	3
pyro/contrib/gp/kernels/brownian.py	examples/eight_schools/mcmc.py	2	12	29
pyro/contrib/gp/kernels/brownian.py	examples/eight_schools/svi.py	2	12	22
pyro/contrib/gp/kernels/brownian.py	examples/einsum.py	2	12	3
pyro/contrib/gp/kernels/brownian.py	examples/inclined_plane.py	2	12	35
pyro/contrib/gp/kernels/brownian.py	examples/lda.py	2	12	25
pyro/contrib/gp/kernels/brownian.py	examples/lkj.py	2	12	20
pyro/contrib/gp/kernels/brownian.py	examples/minipyro.py	2	12	26
pyro/contrib/gp/kernels/brownian.py	examples/mixed_hmm/experiment.py	2	12	3
pyro/contrib/gp/kernels/brownian.py	examples/mixed_hmm/model.py	2	12	4
pyro/contrib/gp/kernels/brownian.py	examples/mixed_hmm/seal_data.py	2	12	5
pyro/contrib/gp/kernels/brownian.py	examples/rsa/schelling.py	2	12	19
pyro/contrib/gp/kernels/brownian.py	examples/rsa/schelling_false.py	2	12	19
pyro/contrib/gp/kernels/brownian.py	profiler/distributions.py	2	12	11
pyro/contrib/gp/kernels/brownian.py	pyro/__init__.py	2	12	176
pyro/contrib/gp/kernels/brownian.py	pyro/contrib/autoname/__init__.py	2	12	5
pyro/contrib/gp/kernels/brownian.py	pyro/contrib/bnn/__init__.py	2	12	3
pyro/contrib/gp/kernels/brownian.py	pyro/contrib/bnn/hidden_layer.py	2	12	3
pyro/contrib/gp/kernels/brownian.py	pyro/contrib/bnn/utils.py	2	12	3
pyro/contrib/gp/kernels/brownian.py	pyro/contrib/easyguide/__init__.py	2	12	3
pyro/contrib/gp/kernels/brownian.py	pyro/contrib/easyguide/easyguide.py	2	12	9
pyro/contrib/gp/kernels/brownian.py	pyro/contrib/examples/util.py	2	12	9
pyro/contrib/gp/kernels/coregionalize.py	examples/air/air.py	2	9	36
pyro/contrib/gp/kernels/coregionalize.py	examples/air/modules.py	2	9	6
pyro/contrib/gp/kernels/coregionalize.py	examples/dmm/dmm.py	2	9	56
pyro/contrib/gp/kernels/coregionalize.py	examples/rsa/semantic_parsing.py	2	9	20
pyro/contrib/gp/kernels/coregionalize.py	examples/vae/ss_vae_M2.py	2	9	34
pyro/contrib/gp/kernels/coregionalize.py	examples/vae/utils/custom_mlp.py	2	9	6
pyro/contrib/gp/kernels/coregionalize.py	examples/vae/utils/mnist_cached.py	2	9	9
pyro/contrib/gp/kernels/coregionalize.py	examples/vae/vae.py	2	9	29
pyro/contrib/gp/kernels/coregionalize.py	examples/vae/vae_comparison.py	2	9	29
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/autoname/scoping.py	2	9	6
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/conjugate/infer.py	2	9	4
pyro/contrib/gp/kernels/coregionalize.py	examples/air/main.py	2	9	37
pyro/contrib/gp/kernels/coregionalize.py	examples/baseball.py	2	9	46
pyro/contrib/gp/kernels/coregionalize.py	examples/capture_recapture/cjs.py	2	9	9
pyro/contrib/gp/kernels/coregionalize.py	examples/contrib/autoname/mixture.py	2	9	22
pyro/contrib/gp/kernels/coregionalize.py	examples/contrib/autoname/scoping_mixture.py	2	9	22
pyro/contrib/gp/kernels/coregionalize.py	examples/contrib/autoname/tree_data.py	2	9	21
pyro/contrib/gp/kernels/coregionalize.py	examples/contrib/oed/gp_bayes_opt.py	2	9	9
pyro/contrib/gp/kernels/coregionalize.py	examples/eight_schools/data.py	2	9	3
pyro/contrib/gp/kernels/coregionalize.py	examples/eight_schools/mcmc.py	2	9	29
pyro/contrib/gp/kernels/coregionalize.py	examples/eight_schools/svi.py	2	9	22
pyro/contrib/gp/kernels/coregionalize.py	examples/einsum.py	2	9	3
pyro/contrib/gp/kernels/coregionalize.py	examples/inclined_plane.py	2	9	35
pyro/contrib/gp/kernels/coregionalize.py	examples/lda.py	2	9	25
pyro/contrib/gp/kernels/coregionalize.py	examples/lkj.py	2	9	20
pyro/contrib/gp/kernels/coregionalize.py	examples/minipyro.py	2	9	26
pyro/contrib/gp/kernels/coregionalize.py	examples/mixed_hmm/experiment.py	2	9	3
pyro/contrib/gp/kernels/coregionalize.py	examples/mixed_hmm/model.py	2	9	4
pyro/contrib/gp/kernels/coregionalize.py	examples/mixed_hmm/seal_data.py	2	9	5
pyro/contrib/gp/kernels/coregionalize.py	examples/rsa/schelling.py	2	9	19
pyro/contrib/gp/kernels/coregionalize.py	examples/rsa/schelling_false.py	2	9	19
pyro/contrib/gp/kernels/coregionalize.py	profiler/distributions.py	2	9	11
pyro/contrib/gp/kernels/coregionalize.py	pyro/__init__.py	2	9	176
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/__init__.py	2	9	17
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/autoname/__init__.py	2	9	5
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/bnn/__init__.py	2	9	3
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/bnn/hidden_layer.py	2	9	3
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/bnn/utils.py	2	9	3
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/easyguide/__init__.py	2	9	3
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/easyguide/easyguide.py	2	9	9
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/examples/util.py	2	9	9
pyro/contrib/gp/kernels/dot_product.py	examples/air/air.py	2	13	36
pyro/contrib/gp/kernels/dot_product.py	examples/air/modules.py	2	13	6
pyro/contrib/gp/kernels/dot_product.py	examples/dmm/dmm.py	2	13	56
pyro/contrib/gp/kernels/dot_product.py	examples/rsa/semantic_parsing.py	2	13	20
pyro/contrib/gp/kernels/dot_product.py	examples/vae/ss_vae_M2.py	2	13	34
pyro/contrib/gp/kernels/dot_product.py	examples/vae/utils/custom_mlp.py	2	13	6
pyro/contrib/gp/kernels/dot_product.py	examples/vae/utils/mnist_cached.py	2	13	9
pyro/contrib/gp/kernels/dot_product.py	examples/vae/vae.py	2	13	29
pyro/contrib/gp/kernels/dot_product.py	examples/vae/vae_comparison.py	2	13	29
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/autoname/scoping.py	2	13	6
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/conjugate/infer.py	2	13	4
pyro/contrib/gp/kernels/dot_product.py	examples/air/main.py	2	13	37
pyro/contrib/gp/kernels/dot_product.py	examples/capture_recapture/cjs.py	2	13	9
pyro/contrib/gp/kernels/dot_product.py	examples/contrib/autoname/mixture.py	2	13	22
pyro/contrib/gp/kernels/dot_product.py	examples/contrib/autoname/scoping_mixture.py	2	13	22
pyro/contrib/gp/kernels/dot_product.py	examples/contrib/autoname/tree_data.py	2	13	21
pyro/contrib/gp/kernels/dot_product.py	examples/contrib/oed/gp_bayes_opt.py	2	13	9
pyro/contrib/gp/kernels/dot_product.py	examples/eight_schools/data.py	2	13	3
pyro/contrib/gp/kernels/dot_product.py	examples/eight_schools/mcmc.py	2	13	29
pyro/contrib/gp/kernels/dot_product.py	examples/eight_schools/svi.py	2	13	22
pyro/contrib/gp/kernels/dot_product.py	examples/einsum.py	2	13	3
pyro/contrib/gp/kernels/dot_product.py	examples/inclined_plane.py	2	13	35
pyro/contrib/gp/kernels/dot_product.py	examples/lda.py	2	13	25
pyro/contrib/gp/kernels/dot_product.py	examples/lkj.py	2	13	20
pyro/contrib/gp/kernels/dot_product.py	examples/minipyro.py	2	13	26
pyro/contrib/gp/kernels/dot_product.py	examples/mixed_hmm/experiment.py	2	13	3
pyro/contrib/gp/kernels/dot_product.py	examples/mixed_hmm/model.py	2	13	4
pyro/contrib/gp/kernels/dot_product.py	examples/mixed_hmm/seal_data.py	2	13	5
pyro/contrib/gp/kernels/dot_product.py	examples/rsa/schelling.py	2	13	19
pyro/contrib/gp/kernels/dot_product.py	examples/rsa/schelling_false.py	2	13	19
pyro/contrib/gp/kernels/dot_product.py	profiler/distributions.py	2	13	11
pyro/contrib/gp/kernels/dot_product.py	pyro/__init__.py	2	13	176
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/autoname/__init__.py	2	13	5
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/bnn/__init__.py	2	13	3
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/bnn/hidden_layer.py	2	13	3
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/bnn/utils.py	2	13	3
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/easyguide/__init__.py	2	13	3
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/easyguide/easyguide.py	2	13	9
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/examples/util.py	2	13	9
pyro/contrib/gp/kernels/isotropic.py	examples/air/modules.py	2	14	6
pyro/contrib/gp/kernels/isotropic.py	examples/dmm/dmm.py	2	14	56
pyro/contrib/gp/kernels/isotropic.py	examples/rsa/semantic_parsing.py	2	14	20
pyro/contrib/gp/kernels/isotropic.py	examples/vae/ss_vae_M2.py	2	14	34
pyro/contrib/gp/kernels/isotropic.py	examples/vae/utils/custom_mlp.py	2	14	6
pyro/contrib/gp/kernels/isotropic.py	examples/vae/utils/mnist_cached.py	2	14	9
pyro/contrib/gp/kernels/isotropic.py	examples/vae/vae.py	2	14	29
pyro/contrib/gp/kernels/isotropic.py	examples/vae/vae_comparison.py	2	14	29
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/autoname/scoping.py	2	14	6
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/conjugate/infer.py	2	14	4
pyro/contrib/gp/kernels/isotropic.py	examples/air/main.py	2	14	37
pyro/contrib/gp/kernels/isotropic.py	examples/baseball.py	2	14	46
pyro/contrib/gp/kernels/isotropic.py	examples/capture_recapture/cjs.py	2	14	9
pyro/contrib/gp/kernels/isotropic.py	examples/contrib/autoname/mixture.py	2	14	22
pyro/contrib/gp/kernels/isotropic.py	examples/contrib/autoname/scoping_mixture.py	2	14	22
pyro/contrib/gp/kernels/isotropic.py	examples/contrib/autoname/tree_data.py	2	14	21
pyro/contrib/gp/kernels/isotropic.py	examples/contrib/oed/gp_bayes_opt.py	2	14	9
pyro/contrib/gp/kernels/isotropic.py	examples/dmm/polyphonic_data_loader.py	2	14	16
pyro/contrib/gp/kernels/isotropic.py	examples/eight_schools/data.py	2	14	3
pyro/contrib/gp/kernels/isotropic.py	examples/eight_schools/mcmc.py	2	14	29
pyro/contrib/gp/kernels/isotropic.py	examples/eight_schools/svi.py	2	14	22
pyro/contrib/gp/kernels/isotropic.py	examples/einsum.py	2	14	3
pyro/contrib/gp/kernels/isotropic.py	examples/inclined_plane.py	2	14	35
pyro/contrib/gp/kernels/isotropic.py	examples/lda.py	2	14	25
pyro/contrib/gp/kernels/isotropic.py	examples/lkj.py	2	14	20
pyro/contrib/gp/kernels/isotropic.py	examples/minipyro.py	2	14	26
pyro/contrib/gp/kernels/isotropic.py	examples/mixed_hmm/experiment.py	2	14	3
pyro/contrib/gp/kernels/isotropic.py	examples/mixed_hmm/model.py	2	14	4
pyro/contrib/gp/kernels/isotropic.py	examples/mixed_hmm/seal_data.py	2	14	5
pyro/contrib/gp/kernels/isotropic.py	examples/rsa/schelling.py	2	14	19
pyro/contrib/gp/kernels/isotropic.py	examples/rsa/schelling_false.py	2	14	19
pyro/contrib/gp/kernels/isotropic.py	profiler/distributions.py	2	14	11
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/autoname/__init__.py	2	14	5
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/bnn/__init__.py	2	14	3
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/bnn/hidden_layer.py	2	14	3
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/bnn/utils.py	2	14	3
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/easyguide/__init__.py	2	14	3
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/easyguide/easyguide.py	2	14	9
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/examples/util.py	2	14	9
pyro/contrib/gp/kernels/kernel.py	examples/air/modules.py	2	22	6
pyro/contrib/gp/kernels/kernel.py	examples/dmm/dmm.py	2	22	56
pyro/contrib/gp/kernels/kernel.py	examples/rsa/semantic_parsing.py	2	22	20
pyro/contrib/gp/kernels/kernel.py	examples/vae/vae.py	2	22	29
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/autoname/scoping.py	2	22	6
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/conjugate/infer.py	2	22	4
pyro/contrib/gp/kernels/kernel.py	examples/capture_recapture/cjs.py	2	22	9
pyro/contrib/gp/kernels/kernel.py	examples/contrib/autoname/mixture.py	2	22	22
pyro/contrib/gp/kernels/kernel.py	examples/contrib/autoname/scoping_mixture.py	2	22	22
pyro/contrib/gp/kernels/kernel.py	examples/contrib/autoname/tree_data.py	2	22	21
pyro/contrib/gp/kernels/kernel.py	examples/contrib/oed/gp_bayes_opt.py	2	22	9
pyro/contrib/gp/kernels/kernel.py	examples/dmm/polyphonic_data_loader.py	2	22	16
pyro/contrib/gp/kernels/kernel.py	examples/eight_schools/data.py	2	22	3
pyro/contrib/gp/kernels/kernel.py	examples/eight_schools/mcmc.py	2	22	29
pyro/contrib/gp/kernels/kernel.py	examples/eight_schools/svi.py	2	22	22
pyro/contrib/gp/kernels/kernel.py	examples/einsum.py	2	22	3
pyro/contrib/gp/kernels/kernel.py	examples/lda.py	2	22	25
pyro/contrib/gp/kernels/kernel.py	examples/lkj.py	2	22	20
pyro/contrib/gp/kernels/kernel.py	examples/minipyro.py	2	22	26
pyro/contrib/gp/kernels/kernel.py	examples/mixed_hmm/experiment.py	2	22	3
pyro/contrib/gp/kernels/kernel.py	examples/mixed_hmm/model.py	2	22	4
pyro/contrib/gp/kernels/kernel.py	examples/mixed_hmm/seal_data.py	2	22	5
pyro/contrib/gp/kernels/kernel.py	examples/rsa/schelling.py	2	22	19
pyro/contrib/gp/kernels/kernel.py	examples/rsa/schelling_false.py	2	22	19
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/autoname/__init__.py	2	22	5
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/bnn/__init__.py	2	22	3
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/bnn/hidden_layer.py	2	22	3
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/bnn/utils.py	2	22	3
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/easyguide/__init__.py	2	22	3
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/easyguide/easyguide.py	2	22	9
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/examples/util.py	2	22	9
pyro/contrib/gp/kernels/periodic.py	examples/air/modules.py	2	12	6
pyro/contrib/gp/kernels/periodic.py	examples/dmm/dmm.py	2	12	56
pyro/contrib/gp/kernels/periodic.py	examples/rsa/semantic_parsing.py	2	12	20
pyro/contrib/gp/kernels/periodic.py	examples/vae/vae.py	2	12	29
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/autoname/scoping.py	2	12	6
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/conjugate/infer.py	2	12	4
pyro/contrib/gp/kernels/periodic.py	examples/baseball.py	2	12	46
pyro/contrib/gp/kernels/periodic.py	examples/capture_recapture/cjs.py	2	12	9
pyro/contrib/gp/kernels/periodic.py	examples/contrib/autoname/mixture.py	2	12	22
pyro/contrib/gp/kernels/periodic.py	examples/contrib/autoname/scoping_mixture.py	2	12	22
pyro/contrib/gp/kernels/periodic.py	examples/contrib/autoname/tree_data.py	2	12	21
pyro/contrib/gp/kernels/periodic.py	examples/contrib/oed/gp_bayes_opt.py	2	12	9
pyro/contrib/gp/kernels/periodic.py	examples/dmm/polyphonic_data_loader.py	2	12	16
pyro/contrib/gp/kernels/periodic.py	examples/eight_schools/data.py	2	12	3
pyro/contrib/gp/kernels/periodic.py	examples/eight_schools/mcmc.py	2	12	29
pyro/contrib/gp/kernels/periodic.py	examples/eight_schools/svi.py	2	12	22
pyro/contrib/gp/kernels/periodic.py	examples/einsum.py	2	12	3
pyro/contrib/gp/kernels/periodic.py	examples/lda.py	2	12	25
pyro/contrib/gp/kernels/periodic.py	examples/lkj.py	2	12	20
pyro/contrib/gp/kernels/periodic.py	examples/minipyro.py	2	12	26
pyro/contrib/gp/kernels/periodic.py	examples/mixed_hmm/experiment.py	2	12	3
pyro/contrib/gp/kernels/periodic.py	examples/mixed_hmm/model.py	2	12	4
pyro/contrib/gp/kernels/periodic.py	examples/mixed_hmm/seal_data.py	2	12	5
pyro/contrib/gp/kernels/periodic.py	examples/rsa/schelling.py	2	12	19
pyro/contrib/gp/kernels/periodic.py	examples/rsa/schelling_false.py	2	12	19
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/autoname/__init__.py	2	12	5
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/bnn/__init__.py	2	12	3
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/bnn/hidden_layer.py	2	12	3
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/bnn/utils.py	2	12	3
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/easyguide/__init__.py	2	12	3
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/easyguide/easyguide.py	2	12	9
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/examples/util.py	2	12	9
pyro/contrib/gp/kernels/static.py	examples/air/air.py	2	13	36
pyro/contrib/gp/kernels/static.py	examples/air/modules.py	2	13	6
pyro/contrib/gp/kernels/static.py	examples/dmm/dmm.py	2	13	56
pyro/contrib/gp/kernels/static.py	examples/rsa/semantic_parsing.py	2	13	20
pyro/contrib/gp/kernels/static.py	examples/vae/ss_vae_M2.py	2	13	34
pyro/contrib/gp/kernels/static.py	examples/vae/utils/custom_mlp.py	2	13	6
pyro/contrib/gp/kernels/static.py	examples/vae/utils/mnist_cached.py	2	13	9
pyro/contrib/gp/kernels/static.py	examples/vae/vae.py	2	13	29
pyro/contrib/gp/kernels/static.py	examples/vae/vae_comparison.py	2	13	29
pyro/contrib/gp/kernels/static.py	pyro/contrib/autoname/scoping.py	2	13	6
pyro/contrib/gp/kernels/static.py	pyro/contrib/conjugate/infer.py	2	13	4
pyro/contrib/gp/kernels/static.py	examples/air/main.py	2	13	37
pyro/contrib/gp/kernels/static.py	examples/capture_recapture/cjs.py	2	13	9
pyro/contrib/gp/kernels/static.py	examples/contrib/autoname/mixture.py	2	13	22
pyro/contrib/gp/kernels/static.py	examples/contrib/autoname/scoping_mixture.py	2	13	22
pyro/contrib/gp/kernels/static.py	examples/contrib/autoname/tree_data.py	2	13	21
pyro/contrib/gp/kernels/static.py	examples/contrib/oed/gp_bayes_opt.py	2	13	9
pyro/contrib/gp/kernels/static.py	examples/eight_schools/data.py	2	13	3
pyro/contrib/gp/kernels/static.py	examples/eight_schools/mcmc.py	2	13	29
pyro/contrib/gp/kernels/static.py	examples/eight_schools/svi.py	2	13	22
pyro/contrib/gp/kernels/static.py	examples/einsum.py	2	13	3
pyro/contrib/gp/kernels/static.py	examples/inclined_plane.py	2	13	35
pyro/contrib/gp/kernels/static.py	examples/lda.py	2	13	25
pyro/contrib/gp/kernels/static.py	examples/lkj.py	2	13	20
pyro/contrib/gp/kernels/static.py	examples/minipyro.py	2	13	26
pyro/contrib/gp/kernels/static.py	examples/mixed_hmm/experiment.py	2	13	3
pyro/contrib/gp/kernels/static.py	examples/mixed_hmm/model.py	2	13	4
pyro/contrib/gp/kernels/static.py	examples/mixed_hmm/seal_data.py	2	13	5
pyro/contrib/gp/kernels/static.py	examples/rsa/schelling.py	2	13	19
pyro/contrib/gp/kernels/static.py	examples/rsa/schelling_false.py	2	13	19
pyro/contrib/gp/kernels/static.py	profiler/distributions.py	2	13	11
pyro/contrib/gp/kernels/static.py	pyro/__init__.py	2	13	176
pyro/contrib/gp/kernels/static.py	pyro/contrib/autoname/__init__.py	2	13	5
pyro/contrib/gp/kernels/static.py	pyro/contrib/bnn/__init__.py	2	13	3
pyro/contrib/gp/kernels/static.py	pyro/contrib/bnn/hidden_layer.py	2	13	3
pyro/contrib/gp/kernels/static.py	pyro/contrib/bnn/utils.py	2	13	3
pyro/contrib/gp/kernels/static.py	pyro/contrib/easyguide/__init__.py	2	13	3
pyro/contrib/gp/kernels/static.py	pyro/contrib/easyguide/easyguide.py	2	13	9
pyro/contrib/gp/kernels/static.py	pyro/contrib/examples/util.py	2	13	9
pyro/contrib/gp/likelihoods/__init__.py	examples/air/main.py	2	8	37
pyro/contrib/gp/likelihoods/__init__.py	examples/baseball.py	2	8	46
pyro/contrib/gp/likelihoods/__init__.py	examples/capture_recapture/cjs.py	2	8	9
pyro/contrib/gp/likelihoods/__init__.py	examples/contrib/autoname/mixture.py	2	8	22
pyro/contrib/gp/likelihoods/__init__.py	examples/contrib/autoname/scoping_mixture.py	2	8	22
pyro/contrib/gp/likelihoods/__init__.py	examples/contrib/autoname/tree_data.py	2	8	21
pyro/contrib/gp/likelihoods/__init__.py	examples/eight_schools/data.py	2	8	3
pyro/contrib/gp/likelihoods/__init__.py	examples/eight_schools/mcmc.py	2	8	29
pyro/contrib/gp/likelihoods/__init__.py	examples/eight_schools/svi.py	2	8	22
pyro/contrib/gp/likelihoods/__init__.py	examples/einsum.py	2	8	3
pyro/contrib/gp/likelihoods/__init__.py	examples/hmm.py	2	8	45
pyro/contrib/gp/likelihoods/__init__.py	examples/inclined_plane.py	2	8	35
pyro/contrib/gp/likelihoods/__init__.py	examples/lda.py	2	8	25
pyro/contrib/gp/likelihoods/__init__.py	examples/lkj.py	2	8	20
pyro/contrib/gp/likelihoods/__init__.py	examples/minipyro.py	2	8	26
pyro/contrib/gp/likelihoods/__init__.py	examples/mixed_hmm/experiment.py	2	8	3
pyro/contrib/gp/likelihoods/__init__.py	examples/mixed_hmm/model.py	2	8	4
pyro/contrib/gp/likelihoods/__init__.py	examples/mixed_hmm/seal_data.py	2	8	5
pyro/contrib/gp/likelihoods/__init__.py	examples/rsa/schelling.py	2	8	19
pyro/contrib/gp/likelihoods/__init__.py	examples/rsa/schelling_false.py	2	8	19
pyro/contrib/gp/likelihoods/__init__.py	examples/rsa/search_inference.py	2	8	9
pyro/contrib/gp/likelihoods/__init__.py	examples/sparse_gamma_def.py	2	8	28
pyro/contrib/gp/likelihoods/__init__.py	profiler/distributions.py	2	8	11
pyro/contrib/gp/likelihoods/__init__.py	profiler/profiling_utils.py	2	8	5
pyro/contrib/gp/likelihoods/__init__.py	pyro/__init__.py	2	8	176
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/autoname/__init__.py	2	8	5
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/autoname/named.py	2	8	5
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/bnn/__init__.py	2	8	3
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/bnn/hidden_layer.py	2	8	3
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/bnn/utils.py	2	8	3
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/easyguide/__init__.py	2	8	3
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/easyguide/easyguide.py	2	8	9
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/examples/util.py	2	8	9
pyro/contrib/gp/likelihoods/binary.py	examples/rsa/semantic_parsing.py	2	17	20
pyro/contrib/gp/likelihoods/binary.py	examples/vae/utils/custom_mlp.py	2	17	6
pyro/contrib/gp/likelihoods/binary.py	examples/vae/utils/mnist_cached.py	2	17	9
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/autoname/scoping.py	2	17	6
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/conjugate/infer.py	2	17	4
pyro/contrib/gp/likelihoods/binary.py	examples/air/main.py	2	17	37
pyro/contrib/gp/likelihoods/binary.py	examples/capture_recapture/cjs.py	2	17	9
pyro/contrib/gp/likelihoods/binary.py	examples/contrib/autoname/mixture.py	2	17	22
pyro/contrib/gp/likelihoods/binary.py	examples/contrib/autoname/scoping_mixture.py	2	17	22
pyro/contrib/gp/likelihoods/binary.py	examples/contrib/autoname/tree_data.py	2	17	21
pyro/contrib/gp/likelihoods/binary.py	examples/contrib/oed/gp_bayes_opt.py	2	17	9
pyro/contrib/gp/likelihoods/binary.py	examples/eight_schools/data.py	2	17	3
pyro/contrib/gp/likelihoods/binary.py	examples/eight_schools/mcmc.py	2	17	29
pyro/contrib/gp/likelihoods/binary.py	examples/eight_schools/svi.py	2	17	22
pyro/contrib/gp/likelihoods/binary.py	examples/einsum.py	2	17	3
pyro/contrib/gp/likelihoods/binary.py	examples/inclined_plane.py	2	17	35
pyro/contrib/gp/likelihoods/binary.py	examples/lda.py	2	17	25
pyro/contrib/gp/likelihoods/binary.py	examples/lkj.py	2	17	20
pyro/contrib/gp/likelihoods/binary.py	examples/minipyro.py	2	17	26
pyro/contrib/gp/likelihoods/binary.py	examples/mixed_hmm/experiment.py	2	17	3
pyro/contrib/gp/likelihoods/binary.py	examples/mixed_hmm/model.py	2	17	4
pyro/contrib/gp/likelihoods/binary.py	examples/mixed_hmm/seal_data.py	2	17	5
pyro/contrib/gp/likelihoods/binary.py	examples/rsa/schelling.py	2	17	19
pyro/contrib/gp/likelihoods/binary.py	examples/rsa/schelling_false.py	2	17	19
pyro/contrib/gp/likelihoods/binary.py	profiler/distributions.py	2	17	11
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/autoname/__init__.py	2	17	5
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/bnn/__init__.py	2	17	3
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/bnn/hidden_layer.py	2	17	3
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/bnn/utils.py	2	17	3
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/easyguide/__init__.py	2	17	3
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/easyguide/easyguide.py	2	17	9
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/examples/util.py	2	17	9
pyro/contrib/gp/likelihoods/gaussian.py	examples/air/modules.py	2	18	6
pyro/contrib/gp/likelihoods/gaussian.py	examples/rsa/semantic_parsing.py	2	18	20
pyro/contrib/gp/likelihoods/gaussian.py	examples/vae/utils/custom_mlp.py	2	18	6
pyro/contrib/gp/likelihoods/gaussian.py	examples/vae/utils/mnist_cached.py	2	18	9
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/autoname/scoping.py	2	18	6
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/conjugate/infer.py	2	18	4
pyro/contrib/gp/likelihoods/gaussian.py	examples/air/main.py	2	18	37
pyro/contrib/gp/likelihoods/gaussian.py	examples/capture_recapture/cjs.py	2	18	9
pyro/contrib/gp/likelihoods/gaussian.py	examples/contrib/autoname/mixture.py	2	18	22
pyro/contrib/gp/likelihoods/gaussian.py	examples/contrib/autoname/scoping_mixture.py	2	18	22
pyro/contrib/gp/likelihoods/gaussian.py	examples/contrib/autoname/tree_data.py	2	18	21
pyro/contrib/gp/likelihoods/gaussian.py	examples/contrib/oed/gp_bayes_opt.py	2	18	9
pyro/contrib/gp/likelihoods/gaussian.py	examples/eight_schools/data.py	2	18	3
pyro/contrib/gp/likelihoods/gaussian.py	examples/eight_schools/mcmc.py	2	18	29
pyro/contrib/gp/likelihoods/gaussian.py	examples/eight_schools/svi.py	2	18	22
pyro/contrib/gp/likelihoods/gaussian.py	examples/einsum.py	2	18	3
pyro/contrib/gp/likelihoods/gaussian.py	examples/inclined_plane.py	2	18	35
pyro/contrib/gp/likelihoods/gaussian.py	examples/lda.py	2	18	25
pyro/contrib/gp/likelihoods/gaussian.py	examples/lkj.py	2	18	20
pyro/contrib/gp/likelihoods/gaussian.py	examples/minipyro.py	2	18	26
pyro/contrib/gp/likelihoods/gaussian.py	examples/mixed_hmm/experiment.py	2	18	3
pyro/contrib/gp/likelihoods/gaussian.py	examples/mixed_hmm/model.py	2	18	4
pyro/contrib/gp/likelihoods/gaussian.py	examples/mixed_hmm/seal_data.py	2	18	5
pyro/contrib/gp/likelihoods/gaussian.py	examples/rsa/schelling.py	2	18	19
pyro/contrib/gp/likelihoods/gaussian.py	examples/rsa/schelling_false.py	2	18	19
pyro/contrib/gp/likelihoods/gaussian.py	profiler/distributions.py	2	18	11
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/autoname/__init__.py	2	18	5
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/bnn/__init__.py	2	18	3
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/bnn/hidden_layer.py	2	18	3
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/bnn/utils.py	2	18	3
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/easyguide/__init__.py	2	18	3
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/easyguide/easyguide.py	2	18	9
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/examples/util.py	2	18	9
pyro/contrib/gp/likelihoods/likelihood.py	examples/air/air.py	2	12	36
pyro/contrib/gp/likelihoods/likelihood.py	examples/air/modules.py	2	12	6
pyro/contrib/gp/likelihoods/likelihood.py	examples/dmm/dmm.py	2	12	56
pyro/contrib/gp/likelihoods/likelihood.py	examples/rsa/semantic_parsing.py	2	12	20
pyro/contrib/gp/likelihoods/likelihood.py	examples/vae/ss_vae_M2.py	2	12	34
pyro/contrib/gp/likelihoods/likelihood.py	examples/vae/utils/custom_mlp.py	2	12	6
pyro/contrib/gp/likelihoods/likelihood.py	examples/vae/utils/mnist_cached.py	2	12	9
pyro/contrib/gp/likelihoods/likelihood.py	examples/vae/vae.py	2	12	29
pyro/contrib/gp/likelihoods/likelihood.py	examples/vae/vae_comparison.py	2	12	29
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/autoname/scoping.py	2	12	6
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/conjugate/infer.py	2	12	4
pyro/contrib/gp/likelihoods/likelihood.py	examples/air/main.py	2	12	37
pyro/contrib/gp/likelihoods/likelihood.py	examples/baseball.py	2	12	46
pyro/contrib/gp/likelihoods/likelihood.py	examples/capture_recapture/cjs.py	2	12	9
pyro/contrib/gp/likelihoods/likelihood.py	examples/contrib/autoname/mixture.py	2	12	22
pyro/contrib/gp/likelihoods/likelihood.py	examples/contrib/autoname/scoping_mixture.py	2	12	22
pyro/contrib/gp/likelihoods/likelihood.py	examples/contrib/autoname/tree_data.py	2	12	21
pyro/contrib/gp/likelihoods/likelihood.py	examples/contrib/oed/gp_bayes_opt.py	2	12	9
pyro/contrib/gp/likelihoods/likelihood.py	examples/eight_schools/data.py	2	12	3
pyro/contrib/gp/likelihoods/likelihood.py	examples/eight_schools/mcmc.py	2	12	29
pyro/contrib/gp/likelihoods/likelihood.py	examples/eight_schools/svi.py	2	12	22
pyro/contrib/gp/likelihoods/likelihood.py	examples/einsum.py	2	12	3
pyro/contrib/gp/likelihoods/likelihood.py	examples/inclined_plane.py	2	12	35
pyro/contrib/gp/likelihoods/likelihood.py	examples/lda.py	2	12	25
pyro/contrib/gp/likelihoods/likelihood.py	examples/lkj.py	2	12	20
pyro/contrib/gp/likelihoods/likelihood.py	examples/minipyro.py	2	12	26
pyro/contrib/gp/likelihoods/likelihood.py	examples/mixed_hmm/experiment.py	2	12	3
pyro/contrib/gp/likelihoods/likelihood.py	examples/mixed_hmm/model.py	2	12	4
pyro/contrib/gp/likelihoods/likelihood.py	examples/mixed_hmm/seal_data.py	2	12	5
pyro/contrib/gp/likelihoods/likelihood.py	examples/rsa/schelling.py	2	12	19
pyro/contrib/gp/likelihoods/likelihood.py	examples/rsa/schelling_false.py	2	12	19
pyro/contrib/gp/likelihoods/likelihood.py	profiler/distributions.py	2	12	11
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/autoname/__init__.py	2	12	5
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/bnn/__init__.py	2	12	3
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/bnn/hidden_layer.py	2	12	3
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/bnn/utils.py	2	12	3
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/easyguide/__init__.py	2	12	3
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/easyguide/easyguide.py	2	12	9
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/examples/util.py	2	12	9
pyro/contrib/gp/likelihoods/multi_class.py	examples/air/modules.py	2	15	6
pyro/contrib/gp/likelihoods/multi_class.py	examples/rsa/semantic_parsing.py	2	15	20
pyro/contrib/gp/likelihoods/multi_class.py	examples/vae/utils/custom_mlp.py	2	15	6
pyro/contrib/gp/likelihoods/multi_class.py	examples/vae/utils/mnist_cached.py	2	15	9
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/autoname/scoping.py	2	15	6
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/conjugate/infer.py	2	15	4
pyro/contrib/gp/likelihoods/multi_class.py	examples/air/main.py	2	15	37
pyro/contrib/gp/likelihoods/multi_class.py	examples/capture_recapture/cjs.py	2	15	9
pyro/contrib/gp/likelihoods/multi_class.py	examples/contrib/autoname/mixture.py	2	15	22
pyro/contrib/gp/likelihoods/multi_class.py	examples/contrib/autoname/scoping_mixture.py	2	15	22
pyro/contrib/gp/likelihoods/multi_class.py	examples/contrib/autoname/tree_data.py	2	15	21
pyro/contrib/gp/likelihoods/multi_class.py	examples/contrib/oed/gp_bayes_opt.py	2	15	9
pyro/contrib/gp/likelihoods/multi_class.py	examples/eight_schools/data.py	2	15	3
pyro/contrib/gp/likelihoods/multi_class.py	examples/eight_schools/mcmc.py	2	15	29
pyro/contrib/gp/likelihoods/multi_class.py	examples/eight_schools/svi.py	2	15	22
pyro/contrib/gp/likelihoods/multi_class.py	examples/einsum.py	2	15	3
pyro/contrib/gp/likelihoods/multi_class.py	examples/inclined_plane.py	2	15	35
pyro/contrib/gp/likelihoods/multi_class.py	examples/lda.py	2	15	25
pyro/contrib/gp/likelihoods/multi_class.py	examples/lkj.py	2	15	20
pyro/contrib/gp/likelihoods/multi_class.py	examples/minipyro.py	2	15	26
pyro/contrib/gp/likelihoods/multi_class.py	examples/mixed_hmm/experiment.py	2	15	3
pyro/contrib/gp/likelihoods/multi_class.py	examples/mixed_hmm/model.py	2	15	4
pyro/contrib/gp/likelihoods/multi_class.py	examples/mixed_hmm/seal_data.py	2	15	5
pyro/contrib/gp/likelihoods/multi_class.py	examples/rsa/schelling.py	2	15	19
pyro/contrib/gp/likelihoods/multi_class.py	examples/rsa/schelling_false.py	2	15	19
pyro/contrib/gp/likelihoods/multi_class.py	profiler/distributions.py	2	15	11
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/autoname/__init__.py	2	15	5
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/bnn/__init__.py	2	15	3
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/bnn/hidden_layer.py	2	15	3
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/bnn/utils.py	2	15	3
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/easyguide/__init__.py	2	15	3
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/easyguide/easyguide.py	2	15	9
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/examples/util.py	2	15	9
pyro/contrib/gp/likelihoods/poisson.py	examples/air/modules.py	2	11	6
pyro/contrib/gp/likelihoods/poisson.py	examples/rsa/semantic_parsing.py	2	11	20
pyro/contrib/gp/likelihoods/poisson.py	examples/vae/utils/custom_mlp.py	2	11	6
pyro/contrib/gp/likelihoods/poisson.py	examples/vae/utils/mnist_cached.py	2	11	9
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/autoname/scoping.py	2	11	6
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/conjugate/infer.py	2	11	4
pyro/contrib/gp/likelihoods/poisson.py	examples/air/main.py	2	11	37
pyro/contrib/gp/likelihoods/poisson.py	examples/capture_recapture/cjs.py	2	11	9
pyro/contrib/gp/likelihoods/poisson.py	examples/contrib/autoname/mixture.py	2	11	22
pyro/contrib/gp/likelihoods/poisson.py	examples/contrib/autoname/scoping_mixture.py	2	11	22
pyro/contrib/gp/likelihoods/poisson.py	examples/contrib/autoname/tree_data.py	2	11	21
pyro/contrib/gp/likelihoods/poisson.py	examples/contrib/oed/gp_bayes_opt.py	2	11	9
pyro/contrib/gp/likelihoods/poisson.py	examples/eight_schools/data.py	2	11	3
pyro/contrib/gp/likelihoods/poisson.py	examples/eight_schools/mcmc.py	2	11	29
pyro/contrib/gp/likelihoods/poisson.py	examples/eight_schools/svi.py	2	11	22
pyro/contrib/gp/likelihoods/poisson.py	examples/einsum.py	2	11	3
pyro/contrib/gp/likelihoods/poisson.py	examples/inclined_plane.py	2	11	35
pyro/contrib/gp/likelihoods/poisson.py	examples/lda.py	2	11	25
pyro/contrib/gp/likelihoods/poisson.py	examples/lkj.py	2	11	20
pyro/contrib/gp/likelihoods/poisson.py	examples/minipyro.py	2	11	26
pyro/contrib/gp/likelihoods/poisson.py	examples/mixed_hmm/experiment.py	2	11	3
pyro/contrib/gp/likelihoods/poisson.py	examples/mixed_hmm/model.py	2	11	4
pyro/contrib/gp/likelihoods/poisson.py	examples/mixed_hmm/seal_data.py	2	11	5
pyro/contrib/gp/likelihoods/poisson.py	examples/rsa/schelling.py	2	11	19
pyro/contrib/gp/likelihoods/poisson.py	examples/rsa/schelling_false.py	2	11	19
pyro/contrib/gp/likelihoods/poisson.py	profiler/distributions.py	2	11	11
pyro/contrib/gp/likelihoods/poisson.py	pyro/__init__.py	2	11	176
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/autoname/__init__.py	2	11	5
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/bnn/__init__.py	2	11	3
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/bnn/hidden_layer.py	2	11	3
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/bnn/utils.py	2	11	3
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/easyguide/__init__.py	2	11	3
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/easyguide/easyguide.py	2	11	9
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/examples/util.py	2	11	9
pyro/contrib/gp/models/__init__.py	examples/air/air.py	2	11	36
pyro/contrib/gp/models/__init__.py	examples/baseball.py	2	11	46
pyro/contrib/gp/models/__init__.py	examples/capture_recapture/cjs.py	2	11	9
pyro/contrib/gp/models/__init__.py	examples/contrib/autoname/mixture.py	2	11	22
pyro/contrib/gp/models/__init__.py	examples/contrib/autoname/scoping_mixture.py	2	11	22
pyro/contrib/gp/models/__init__.py	examples/contrib/autoname/tree_data.py	2	11	21
pyro/contrib/gp/models/__init__.py	examples/dmm/polyphonic_data_loader.py	2	11	16
pyro/contrib/gp/models/__init__.py	examples/eight_schools/data.py	2	11	3
pyro/contrib/gp/models/__init__.py	examples/eight_schools/mcmc.py	2	11	29
pyro/contrib/gp/models/__init__.py	examples/eight_schools/svi.py	2	11	22
pyro/contrib/gp/models/__init__.py	examples/einsum.py	2	11	3
pyro/contrib/gp/models/__init__.py	examples/hmm.py	2	11	45
pyro/contrib/gp/models/__init__.py	examples/lda.py	2	11	25
pyro/contrib/gp/models/__init__.py	examples/lkj.py	2	11	20
pyro/contrib/gp/models/__init__.py	examples/minipyro.py	2	11	26
pyro/contrib/gp/models/__init__.py	examples/mixed_hmm/experiment.py	2	11	3
pyro/contrib/gp/models/__init__.py	examples/mixed_hmm/model.py	2	11	4
pyro/contrib/gp/models/__init__.py	examples/mixed_hmm/seal_data.py	2	11	5
pyro/contrib/gp/models/__init__.py	examples/rsa/schelling.py	2	11	19
pyro/contrib/gp/models/__init__.py	examples/rsa/schelling_false.py	2	11	19
pyro/contrib/gp/models/__init__.py	examples/rsa/search_inference.py	2	11	9
pyro/contrib/gp/models/__init__.py	examples/sparse_gamma_def.py	2	11	28
pyro/contrib/gp/models/__init__.py	examples/vae/ss_vae_M2.py	2	11	34
pyro/contrib/gp/models/__init__.py	examples/vae/utils/custom_mlp.py	2	11	6
pyro/contrib/gp/models/__init__.py	examples/vae/utils/mnist_cached.py	2	11	9
pyro/contrib/gp/models/__init__.py	examples/vae/vae_comparison.py	2	11	29
pyro/contrib/gp/models/__init__.py	profiler/profiling_utils.py	2	11	5
pyro/contrib/gp/models/__init__.py	pyro/contrib/autoname/__init__.py	2	11	5
pyro/contrib/gp/models/__init__.py	pyro/contrib/autoname/named.py	2	11	5
pyro/contrib/gp/models/__init__.py	pyro/contrib/bnn/__init__.py	2	11	3
pyro/contrib/gp/models/__init__.py	pyro/contrib/bnn/hidden_layer.py	2	11	3
pyro/contrib/gp/models/__init__.py	pyro/contrib/bnn/utils.py	2	11	3
pyro/contrib/gp/models/__init__.py	pyro/contrib/easyguide/__init__.py	2	11	3
pyro/contrib/gp/models/__init__.py	pyro/contrib/easyguide/easyguide.py	2	11	9
pyro/contrib/gp/models/__init__.py	pyro/contrib/examples/util.py	2	11	9
pyro/contrib/gp/models/__init__.py	pyro/contrib/gp/kernels/coregionalize.py	2	11	9
pyro/contrib/gp/models/__init__.py	pyro/contrib/gp/likelihoods/poisson.py	2	11	11
pyro/contrib/gp/models/gplvm.py	examples/air/modules.py	2	12	6
pyro/contrib/gp/models/gplvm.py	examples/rsa/semantic_parsing.py	2	12	20
pyro/contrib/gp/models/gplvm.py	examples/vae/utils/custom_mlp.py	2	12	6
pyro/contrib/gp/models/gplvm.py	pyro/contrib/autoname/scoping.py	2	12	6
pyro/contrib/gp/models/gplvm.py	pyro/contrib/conjugate/infer.py	2	12	4
pyro/contrib/gp/models/gplvm.py	examples/air/main.py	2	12	37
pyro/contrib/gp/models/gplvm.py	examples/capture_recapture/cjs.py	2	12	9
pyro/contrib/gp/models/gplvm.py	examples/contrib/autoname/mixture.py	2	12	22
pyro/contrib/gp/models/gplvm.py	examples/contrib/autoname/scoping_mixture.py	2	12	22
pyro/contrib/gp/models/gplvm.py	examples/contrib/autoname/tree_data.py	2	12	21
pyro/contrib/gp/models/gplvm.py	examples/eight_schools/data.py	2	12	3
pyro/contrib/gp/models/gplvm.py	examples/eight_schools/svi.py	2	12	22
pyro/contrib/gp/models/gplvm.py	examples/einsum.py	2	12	3
pyro/contrib/gp/models/gplvm.py	examples/inclined_plane.py	2	12	35
pyro/contrib/gp/models/gplvm.py	examples/lda.py	2	12	25
pyro/contrib/gp/models/gplvm.py	examples/lkj.py	2	12	20
pyro/contrib/gp/models/gplvm.py	examples/minipyro.py	2	12	26
pyro/contrib/gp/models/gplvm.py	examples/mixed_hmm/experiment.py	2	12	3
pyro/contrib/gp/models/gplvm.py	examples/mixed_hmm/model.py	2	12	4
pyro/contrib/gp/models/gplvm.py	examples/mixed_hmm/seal_data.py	2	12	5
pyro/contrib/gp/models/gplvm.py	examples/rsa/schelling.py	2	12	19
pyro/contrib/gp/models/gplvm.py	examples/rsa/schelling_false.py	2	12	19
pyro/contrib/gp/models/gplvm.py	profiler/distributions.py	2	12	11
pyro/contrib/gp/models/gplvm.py	pyro/__init__.py	2	12	176
pyro/contrib/gp/models/gplvm.py	pyro/contrib/__init__.py	2	12	17
pyro/contrib/gp/models/gplvm.py	pyro/contrib/autoname/__init__.py	2	12	5
pyro/contrib/gp/models/gplvm.py	pyro/contrib/bnn/__init__.py	2	12	3
pyro/contrib/gp/models/gplvm.py	pyro/contrib/bnn/hidden_layer.py	2	12	3
pyro/contrib/gp/models/gplvm.py	pyro/contrib/bnn/utils.py	2	12	3
pyro/contrib/gp/models/gplvm.py	pyro/contrib/easyguide/__init__.py	2	12	3
pyro/contrib/gp/models/gplvm.py	pyro/contrib/easyguide/easyguide.py	2	12	9
pyro/contrib/gp/models/gpr.py	examples/air/modules.py	2	27	6
pyro/contrib/gp/models/gpr.py	examples/rsa/semantic_parsing.py	2	27	20
pyro/contrib/gp/models/gpr.py	examples/vae/utils/custom_mlp.py	2	27	6
pyro/contrib/gp/models/gpr.py	pyro/contrib/autoname/scoping.py	2	27	6
pyro/contrib/gp/models/gpr.py	pyro/contrib/conjugate/infer.py	2	27	4
pyro/contrib/gp/models/gpr.py	examples/air/main.py	2	27	37
pyro/contrib/gp/models/gpr.py	examples/capture_recapture/cjs.py	2	27	9
pyro/contrib/gp/models/gpr.py	examples/contrib/autoname/mixture.py	2	27	22
pyro/contrib/gp/models/gpr.py	examples/contrib/autoname/scoping_mixture.py	2	27	22
pyro/contrib/gp/models/gpr.py	examples/contrib/autoname/tree_data.py	2	27	21
pyro/contrib/gp/models/gpr.py	examples/eight_schools/data.py	2	27	3
pyro/contrib/gp/models/gpr.py	examples/einsum.py	2	27	3
pyro/contrib/gp/models/gpr.py	examples/inclined_plane.py	2	27	35
pyro/contrib/gp/models/gpr.py	examples/lda.py	2	27	25
pyro/contrib/gp/models/gpr.py	examples/lkj.py	2	27	20
pyro/contrib/gp/models/gpr.py	examples/minipyro.py	2	27	26
pyro/contrib/gp/models/gpr.py	examples/mixed_hmm/experiment.py	2	27	3
pyro/contrib/gp/models/gpr.py	examples/mixed_hmm/model.py	2	27	4
pyro/contrib/gp/models/gpr.py	examples/mixed_hmm/seal_data.py	2	27	5
pyro/contrib/gp/models/gpr.py	examples/rsa/schelling.py	2	27	19
pyro/contrib/gp/models/gpr.py	examples/rsa/schelling_false.py	2	27	19
pyro/contrib/gp/models/gpr.py	profiler/distributions.py	2	27	11
pyro/contrib/gp/models/gpr.py	pyro/contrib/autoname/__init__.py	2	27	5
pyro/contrib/gp/models/gpr.py	pyro/contrib/bnn/__init__.py	2	27	3
pyro/contrib/gp/models/gpr.py	pyro/contrib/bnn/hidden_layer.py	2	27	3
pyro/contrib/gp/models/gpr.py	pyro/contrib/bnn/utils.py	2	27	3
pyro/contrib/gp/models/gpr.py	pyro/contrib/easyguide/__init__.py	2	27	3
pyro/contrib/gp/models/gpr.py	pyro/contrib/easyguide/easyguide.py	2	27	9
pyro/contrib/gp/models/model.py	examples/air/air.py	2	24	36
pyro/contrib/gp/models/model.py	examples/air/modules.py	2	24	6
pyro/contrib/gp/models/model.py	examples/dmm/dmm.py	2	24	56
pyro/contrib/gp/models/model.py	examples/rsa/semantic_parsing.py	2	24	20
pyro/contrib/gp/models/model.py	examples/vae/ss_vae_M2.py	2	24	34
pyro/contrib/gp/models/model.py	examples/vae/utils/custom_mlp.py	2	24	6
pyro/contrib/gp/models/model.py	examples/vae/utils/mnist_cached.py	2	24	9
pyro/contrib/gp/models/model.py	examples/vae/vae.py	2	24	29
pyro/contrib/gp/models/model.py	examples/vae/vae_comparison.py	2	24	29
pyro/contrib/gp/models/model.py	pyro/contrib/autoname/scoping.py	2	24	6
pyro/contrib/gp/models/model.py	pyro/contrib/conjugate/infer.py	2	24	4
pyro/contrib/gp/models/model.py	examples/air/main.py	2	24	37
pyro/contrib/gp/models/model.py	examples/capture_recapture/cjs.py	2	24	9
pyro/contrib/gp/models/model.py	examples/contrib/autoname/mixture.py	2	24	22
pyro/contrib/gp/models/model.py	examples/contrib/autoname/scoping_mixture.py	2	24	22
pyro/contrib/gp/models/model.py	examples/contrib/autoname/tree_data.py	2	24	21
pyro/contrib/gp/models/model.py	examples/eight_schools/data.py	2	24	3
pyro/contrib/gp/models/model.py	examples/eight_schools/svi.py	2	24	22
pyro/contrib/gp/models/model.py	examples/einsum.py	2	24	3
pyro/contrib/gp/models/model.py	examples/inclined_plane.py	2	24	35
pyro/contrib/gp/models/model.py	examples/lda.py	2	24	25
pyro/contrib/gp/models/model.py	examples/minipyro.py	2	24	26
pyro/contrib/gp/models/model.py	examples/mixed_hmm/experiment.py	2	24	3
pyro/contrib/gp/models/model.py	examples/mixed_hmm/model.py	2	24	4
pyro/contrib/gp/models/model.py	examples/mixed_hmm/seal_data.py	2	24	5
pyro/contrib/gp/models/model.py	examples/rsa/schelling.py	2	24	19
pyro/contrib/gp/models/model.py	examples/rsa/schelling_false.py	2	24	19
pyro/contrib/gp/models/model.py	profiler/distributions.py	2	24	11
pyro/contrib/gp/models/model.py	pyro/contrib/autoname/__init__.py	2	24	5
pyro/contrib/gp/models/model.py	pyro/contrib/bnn/__init__.py	2	24	3
pyro/contrib/gp/models/model.py	pyro/contrib/bnn/hidden_layer.py	2	24	3
pyro/contrib/gp/models/model.py	pyro/contrib/bnn/utils.py	2	24	3
pyro/contrib/gp/models/model.py	pyro/contrib/easyguide/__init__.py	2	24	3
pyro/contrib/gp/models/model.py	pyro/contrib/easyguide/easyguide.py	2	24	9
pyro/contrib/gp/models/model.py	pyro/contrib/examples/util.py	2	24	9
pyro/contrib/gp/models/sgpr.py	examples/air/modules.py	2	32	6
pyro/contrib/gp/models/sgpr.py	pyro/contrib/autoname/scoping.py	2	32	6
pyro/contrib/gp/models/sgpr.py	pyro/contrib/conjugate/infer.py	2	32	4
pyro/contrib/gp/models/sgpr.py	examples/capture_recapture/cjs.py	2	32	9
pyro/contrib/gp/models/sgpr.py	examples/contrib/autoname/mixture.py	2	32	22
pyro/contrib/gp/models/sgpr.py	examples/contrib/autoname/scoping_mixture.py	2	32	22
pyro/contrib/gp/models/sgpr.py	examples/contrib/autoname/tree_data.py	2	32	21
pyro/contrib/gp/models/sgpr.py	examples/dmm/polyphonic_data_loader.py	2	32	16
pyro/contrib/gp/models/sgpr.py	examples/eight_schools/data.py	2	32	3
pyro/contrib/gp/models/sgpr.py	examples/einsum.py	2	32	3
pyro/contrib/gp/models/sgpr.py	examples/lda.py	2	32	25
pyro/contrib/gp/models/sgpr.py	examples/lkj.py	2	32	20
pyro/contrib/gp/models/sgpr.py	examples/minipyro.py	2	32	26
pyro/contrib/gp/models/sgpr.py	examples/mixed_hmm/experiment.py	2	32	3
pyro/contrib/gp/models/sgpr.py	examples/mixed_hmm/model.py	2	32	4
pyro/contrib/gp/models/sgpr.py	examples/mixed_hmm/seal_data.py	2	32	5
pyro/contrib/gp/models/sgpr.py	examples/rsa/generics.py	2	32	19
pyro/contrib/gp/models/sgpr.py	examples/rsa/hyperbole.py	2	32	19
pyro/contrib/gp/models/sgpr.py	examples/rsa/schelling.py	2	32	19
pyro/contrib/gp/models/sgpr.py	examples/rsa/schelling_false.py	2	32	19
pyro/contrib/gp/models/sgpr.py	pyro/contrib/autoname/__init__.py	2	32	5
pyro/contrib/gp/models/sgpr.py	pyro/contrib/bnn/__init__.py	2	32	3
pyro/contrib/gp/models/sgpr.py	pyro/contrib/bnn/hidden_layer.py	2	32	3
pyro/contrib/gp/models/sgpr.py	pyro/contrib/bnn/utils.py	2	32	3
pyro/contrib/gp/models/sgpr.py	pyro/contrib/easyguide/__init__.py	2	32	3
pyro/contrib/gp/models/sgpr.py	pyro/contrib/easyguide/easyguide.py	2	32	9
pyro/contrib/gp/models/vgp.py	examples/air/modules.py	2	21	6
pyro/contrib/gp/models/vgp.py	examples/rsa/semantic_parsing.py	2	21	20
pyro/contrib/gp/models/vgp.py	examples/vae/utils/custom_mlp.py	2	21	6
pyro/contrib/gp/models/vgp.py	pyro/contrib/autoname/scoping.py	2	21	6
pyro/contrib/gp/models/vgp.py	pyro/contrib/conjugate/infer.py	2	21	4
pyro/contrib/gp/models/vgp.py	examples/air/main.py	2	21	37
pyro/contrib/gp/models/vgp.py	examples/capture_recapture/cjs.py	2	21	9
pyro/contrib/gp/models/vgp.py	examples/contrib/autoname/mixture.py	2	21	22
pyro/contrib/gp/models/vgp.py	examples/contrib/autoname/scoping_mixture.py	2	21	22
pyro/contrib/gp/models/vgp.py	examples/contrib/autoname/tree_data.py	2	21	21
pyro/contrib/gp/models/vgp.py	examples/contrib/oed/gp_bayes_opt.py	2	21	9
pyro/contrib/gp/models/vgp.py	examples/eight_schools/data.py	2	21	3
pyro/contrib/gp/models/vgp.py	examples/einsum.py	2	21	3
pyro/contrib/gp/models/vgp.py	examples/inclined_plane.py	2	21	35
pyro/contrib/gp/models/vgp.py	examples/lda.py	2	21	25
pyro/contrib/gp/models/vgp.py	examples/lkj.py	2	21	20
pyro/contrib/gp/models/vgp.py	examples/minipyro.py	2	21	26
pyro/contrib/gp/models/vgp.py	examples/mixed_hmm/experiment.py	2	21	3
pyro/contrib/gp/models/vgp.py	examples/mixed_hmm/model.py	2	21	4
pyro/contrib/gp/models/vgp.py	examples/mixed_hmm/seal_data.py	2	21	5
pyro/contrib/gp/models/vgp.py	examples/rsa/schelling.py	2	21	19
pyro/contrib/gp/models/vgp.py	examples/rsa/schelling_false.py	2	21	19
pyro/contrib/gp/models/vgp.py	profiler/distributions.py	2	21	11
pyro/contrib/gp/models/vgp.py	pyro/contrib/autoname/__init__.py	2	21	5
pyro/contrib/gp/models/vgp.py	pyro/contrib/bnn/__init__.py	2	21	3
pyro/contrib/gp/models/vgp.py	pyro/contrib/bnn/hidden_layer.py	2	21	3
pyro/contrib/gp/models/vgp.py	pyro/contrib/bnn/utils.py	2	21	3
pyro/contrib/gp/models/vgp.py	pyro/contrib/easyguide/__init__.py	2	21	3
pyro/contrib/gp/models/vgp.py	pyro/contrib/easyguide/easyguide.py	2	21	9
pyro/contrib/gp/models/vsgp.py	examples/air/modules.py	2	11	6
pyro/contrib/gp/models/vsgp.py	examples/rsa/semantic_parsing.py	2	11	20
pyro/contrib/gp/models/vsgp.py	examples/vae/utils/custom_mlp.py	2	11	6
pyro/contrib/gp/models/vsgp.py	pyro/contrib/autoname/scoping.py	2	11	6
pyro/contrib/gp/models/vsgp.py	pyro/contrib/conjugate/infer.py	2	11	4
pyro/contrib/gp/models/vsgp.py	examples/air/main.py	2	11	37
pyro/contrib/gp/models/vsgp.py	examples/capture_recapture/cjs.py	2	11	9
pyro/contrib/gp/models/vsgp.py	examples/contrib/autoname/mixture.py	2	11	22
pyro/contrib/gp/models/vsgp.py	examples/contrib/autoname/scoping_mixture.py	2	11	22
pyro/contrib/gp/models/vsgp.py	examples/contrib/autoname/tree_data.py	2	11	21
pyro/contrib/gp/models/vsgp.py	examples/contrib/oed/gp_bayes_opt.py	2	11	9
pyro/contrib/gp/models/vsgp.py	examples/eight_schools/data.py	2	11	3
pyro/contrib/gp/models/vsgp.py	examples/einsum.py	2	11	3
pyro/contrib/gp/models/vsgp.py	examples/inclined_plane.py	2	11	35
pyro/contrib/gp/models/vsgp.py	examples/lda.py	2	11	25
pyro/contrib/gp/models/vsgp.py	examples/lkj.py	2	11	20
pyro/contrib/gp/models/vsgp.py	examples/minipyro.py	2	11	26
pyro/contrib/gp/models/vsgp.py	examples/mixed_hmm/experiment.py	2	11	3
pyro/contrib/gp/models/vsgp.py	examples/mixed_hmm/model.py	2	11	4
pyro/contrib/gp/models/vsgp.py	examples/mixed_hmm/seal_data.py	2	11	5
pyro/contrib/gp/models/vsgp.py	examples/rsa/schelling.py	2	11	19
pyro/contrib/gp/models/vsgp.py	examples/rsa/schelling_false.py	2	11	19
pyro/contrib/gp/models/vsgp.py	profiler/distributions.py	2	11	11
pyro/contrib/gp/models/vsgp.py	pyro/__init__.py	2	11	176
pyro/contrib/gp/models/vsgp.py	pyro/contrib/__init__.py	2	11	17
pyro/contrib/gp/models/vsgp.py	pyro/contrib/autoname/__init__.py	2	11	5
pyro/contrib/gp/models/vsgp.py	pyro/contrib/bnn/__init__.py	2	11	3
pyro/contrib/gp/models/vsgp.py	pyro/contrib/bnn/hidden_layer.py	2	11	3
pyro/contrib/gp/models/vsgp.py	pyro/contrib/bnn/utils.py	2	11	3
pyro/contrib/gp/models/vsgp.py	pyro/contrib/easyguide/__init__.py	2	11	3
pyro/contrib/gp/models/vsgp.py	pyro/contrib/easyguide/easyguide.py	2	11	9
pyro/contrib/gp/parameterized.py	examples/air/air.py	2	8	36
pyro/contrib/gp/parameterized.py	examples/air/modules.py	2	8	6
pyro/contrib/gp/parameterized.py	examples/dmm/dmm.py	2	8	56
pyro/contrib/gp/parameterized.py	examples/rsa/semantic_parsing.py	2	8	20
pyro/contrib/gp/parameterized.py	examples/vae/ss_vae_M2.py	2	8	34
pyro/contrib/gp/parameterized.py	examples/vae/utils/custom_mlp.py	2	8	6
pyro/contrib/gp/parameterized.py	examples/vae/utils/mnist_cached.py	2	8	9
pyro/contrib/gp/parameterized.py	examples/vae/vae.py	2	8	29
pyro/contrib/gp/parameterized.py	examples/vae/vae_comparison.py	2	8	29
pyro/contrib/gp/parameterized.py	pyro/contrib/autoname/scoping.py	2	8	6
pyro/contrib/gp/parameterized.py	pyro/contrib/conjugate/infer.py	2	8	4
pyro/contrib/gp/parameterized.py	examples/air/main.py	2	8	37
pyro/contrib/gp/parameterized.py	examples/baseball.py	2	8	46
pyro/contrib/gp/parameterized.py	examples/contrib/autoname/mixture.py	2	8	22
pyro/contrib/gp/parameterized.py	examples/contrib/autoname/scoping_mixture.py	2	8	22
pyro/contrib/gp/parameterized.py	examples/contrib/autoname/tree_data.py	2	8	21
pyro/contrib/gp/parameterized.py	examples/contrib/oed/gp_bayes_opt.py	2	8	9
pyro/contrib/gp/parameterized.py	examples/eight_schools/data.py	2	8	3
pyro/contrib/gp/parameterized.py	examples/eight_schools/mcmc.py	2	8	29
pyro/contrib/gp/parameterized.py	examples/eight_schools/svi.py	2	8	22
pyro/contrib/gp/parameterized.py	examples/einsum.py	2	8	3
pyro/contrib/gp/parameterized.py	examples/inclined_plane.py	2	8	35
pyro/contrib/gp/parameterized.py	examples/lda.py	2	8	25
pyro/contrib/gp/parameterized.py	examples/lkj.py	2	8	20
pyro/contrib/gp/parameterized.py	examples/minipyro.py	2	8	26
pyro/contrib/gp/parameterized.py	examples/mixed_hmm/experiment.py	2	8	3
pyro/contrib/gp/parameterized.py	examples/mixed_hmm/model.py	2	8	4
pyro/contrib/gp/parameterized.py	examples/mixed_hmm/seal_data.py	2	8	5
pyro/contrib/gp/parameterized.py	examples/rsa/schelling.py	2	8	19
pyro/contrib/gp/parameterized.py	examples/rsa/schelling_false.py	2	8	19
pyro/contrib/gp/parameterized.py	examples/sparse_regression.py	2	8	18
pyro/contrib/gp/parameterized.py	profiler/distributions.py	2	8	11
pyro/contrib/gp/parameterized.py	pyro/__init__.py	2	8	176
pyro/contrib/gp/parameterized.py	pyro/contrib/autoguide.py	2	8	3
pyro/contrib/gp/parameterized.py	pyro/contrib/autoname/__init__.py	2	8	5
pyro/contrib/gp/parameterized.py	pyro/contrib/bnn/__init__.py	2	8	3
pyro/contrib/gp/parameterized.py	pyro/contrib/bnn/hidden_layer.py	2	8	3
pyro/contrib/gp/parameterized.py	pyro/contrib/bnn/utils.py	2	8	3
pyro/contrib/gp/parameterized.py	pyro/contrib/easyguide/__init__.py	2	8	3
pyro/contrib/gp/parameterized.py	pyro/contrib/examples/util.py	2	8	9
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/kernels/__init__.py	2	8	12
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/likelihoods/__init__.py	2	8	8
pyro/contrib/gp/parameterized.py	pyro/contrib/gp/models/__init__.py	2	8	11
pyro/contrib/gp/util.py	examples/air/main.py	2	19	37
pyro/contrib/gp/util.py	examples/capture_recapture/cjs.py	2	19	9
pyro/contrib/gp/util.py	examples/contrib/autoname/mixture.py	2	19	22
pyro/contrib/gp/util.py	examples/contrib/autoname/scoping_mixture.py	2	19	22
pyro/contrib/gp/util.py	examples/contrib/autoname/tree_data.py	2	19	21
pyro/contrib/gp/util.py	examples/eight_schools/data.py	2	19	3
pyro/contrib/gp/util.py	examples/einsum.py	2	19	3
pyro/contrib/gp/util.py	examples/inclined_plane.py	2	19	35
pyro/contrib/gp/util.py	examples/lda.py	2	19	25
pyro/contrib/gp/util.py	examples/lkj.py	2	19	20
pyro/contrib/gp/util.py	examples/minipyro.py	2	19	26
pyro/contrib/gp/util.py	examples/mixed_hmm/experiment.py	2	19	3
pyro/contrib/gp/util.py	examples/mixed_hmm/model.py	2	19	4
pyro/contrib/gp/util.py	examples/mixed_hmm/seal_data.py	2	19	5
pyro/contrib/gp/util.py	examples/rsa/schelling.py	2	19	19
pyro/contrib/gp/util.py	examples/rsa/schelling_false.py	2	19	19
pyro/contrib/gp/util.py	examples/sparse_gamma_def.py	2	19	28
pyro/contrib/gp/util.py	examples/vae/utils/mnist_cached.py	2	19	9
pyro/contrib/gp/util.py	profiler/distributions.py	2	19	11
pyro/contrib/gp/util.py	profiler/profiling_utils.py	2	19	5
pyro/contrib/gp/util.py	pyro/contrib/autoname/__init__.py	2	19	5
pyro/contrib/gp/util.py	pyro/contrib/autoname/named.py	2	19	5
pyro/contrib/gp/util.py	pyro/contrib/bnn/__init__.py	2	19	3
pyro/contrib/gp/util.py	pyro/contrib/bnn/hidden_layer.py	2	19	3
pyro/contrib/gp/util.py	pyro/contrib/bnn/utils.py	2	19	3
pyro/contrib/gp/util.py	pyro/contrib/easyguide/__init__.py	2	19	3
pyro/contrib/gp/util.py	pyro/contrib/easyguide/easyguide.py	2	19	9
pyro/contrib/minipyro.py	examples/air/modules.py	2	17	6
pyro/contrib/minipyro.py	examples/dmm/dmm.py	2	17	56
pyro/contrib/minipyro.py	examples/rsa/semantic_parsing.py	2	17	20
pyro/contrib/minipyro.py	examples/vae/utils/custom_mlp.py	2	17	6
pyro/contrib/minipyro.py	examples/vae/utils/mnist_cached.py	2	17	9
pyro/contrib/minipyro.py	examples/vae/vae_comparison.py	2	17	29
pyro/contrib/minipyro.py	pyro/contrib/autoname/scoping.py	2	17	6
pyro/contrib/minipyro.py	pyro/contrib/conjugate/infer.py	2	17	4
pyro/contrib/minipyro.py	examples/air/main.py	2	17	37
pyro/contrib/minipyro.py	examples/capture_recapture/cjs.py	2	17	9
pyro/contrib/minipyro.py	examples/contrib/autoname/mixture.py	2	17	22
pyro/contrib/minipyro.py	examples/contrib/autoname/scoping_mixture.py	2	17	22
pyro/contrib/minipyro.py	examples/contrib/autoname/tree_data.py	2	17	21
pyro/contrib/minipyro.py	examples/contrib/oed/gp_bayes_opt.py	2	17	9
pyro/contrib/minipyro.py	examples/dmm/polyphonic_data_loader.py	2	17	16
pyro/contrib/minipyro.py	examples/eight_schools/data.py	2	17	3
pyro/contrib/minipyro.py	examples/eight_schools/mcmc.py	2	17	29
pyro/contrib/minipyro.py	examples/eight_schools/svi.py	2	17	22
pyro/contrib/minipyro.py	examples/einsum.py	2	17	3
pyro/contrib/minipyro.py	examples/inclined_plane.py	2	17	35
pyro/contrib/minipyro.py	examples/lda.py	2	17	25
pyro/contrib/minipyro.py	examples/mixed_hmm/experiment.py	2	17	3
pyro/contrib/minipyro.py	examples/mixed_hmm/model.py	2	17	4
pyro/contrib/minipyro.py	examples/mixed_hmm/seal_data.py	2	17	5
pyro/contrib/minipyro.py	examples/rsa/schelling.py	2	17	19
pyro/contrib/minipyro.py	examples/rsa/schelling_false.py	2	17	19
pyro/contrib/minipyro.py	profiler/distributions.py	2	17	11
pyro/contrib/minipyro.py	pyro/__init__.py	2	17	176
pyro/contrib/minipyro.py	pyro/contrib/__init__.py	2	17	17
pyro/contrib/minipyro.py	pyro/contrib/autoname/__init__.py	2	17	5
pyro/contrib/minipyro.py	pyro/contrib/bnn/__init__.py	2	17	3
pyro/contrib/minipyro.py	pyro/contrib/bnn/hidden_layer.py	2	17	3
pyro/contrib/minipyro.py	pyro/contrib/bnn/utils.py	2	17	3
pyro/contrib/minipyro.py	pyro/contrib/easyguide/__init__.py	2	17	3
pyro/contrib/minipyro.py	pyro/contrib/easyguide/easyguide.py	2	17	9
pyro/contrib/minipyro.py	pyro/contrib/examples/util.py	2	17	9
pyro/contrib/minipyro.py	pyro/contrib/gp/__init__.py	2	17	14
pyro/contrib/minipyro.py	pyro/contrib/gp/kernels/__init__.py	2	17	12
pyro/contrib/minipyro.py	pyro/contrib/gp/likelihoods/__init__.py	2	17	8
pyro/contrib/minipyro.py	pyro/contrib/gp/models/__init__.py	2	17	11
pyro/contrib/minipyro.py	pyro/contrib/gp/util.py	2	17	19
pyro/contrib/oed/__init__.py	pyro/contrib/__init__.py	2	6	17
pyro/contrib/oed/eig.py	examples/air/air.py	2	17	36
pyro/contrib/oed/eig.py	examples/air/modules.py	2	17	6
pyro/contrib/oed/eig.py	examples/dmm/dmm.py	2	17	56
pyro/contrib/oed/eig.py	examples/rsa/semantic_parsing.py	2	17	20
pyro/contrib/oed/eig.py	examples/vae/ss_vae_M2.py	2	17	34
pyro/contrib/oed/eig.py	examples/vae/utils/custom_mlp.py	2	17	6
pyro/contrib/oed/eig.py	examples/vae/vae.py	2	17	29
pyro/contrib/oed/eig.py	examples/vae/vae_comparison.py	2	17	29
pyro/contrib/oed/eig.py	pyro/contrib/autoname/scoping.py	2	17	6
pyro/contrib/oed/eig.py	pyro/contrib/conjugate/infer.py	2	17	4
pyro/contrib/oed/eig.py	examples/air/main.py	2	17	37
pyro/contrib/oed/eig.py	examples/contrib/oed/gp_bayes_opt.py	2	17	9
pyro/contrib/oed/eig.py	examples/eight_schools/data.py	2	17	3
pyro/contrib/oed/eig.py	examples/einsum.py	2	17	3
pyro/contrib/oed/eig.py	examples/inclined_plane.py	2	17	35
pyro/contrib/oed/eig.py	examples/lda.py	2	17	25
pyro/contrib/oed/eig.py	examples/lkj.py	2	17	20
pyro/contrib/oed/eig.py	examples/minipyro.py	2	17	26
pyro/contrib/oed/eig.py	examples/mixed_hmm/experiment.py	2	17	3
pyro/contrib/oed/eig.py	examples/mixed_hmm/model.py	2	17	4
pyro/contrib/oed/eig.py	examples/mixed_hmm/seal_data.py	2	17	5
pyro/contrib/oed/eig.py	examples/rsa/schelling.py	2	17	19
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pyro/contrib/oed/eig.py	pyro/contrib/autoguide.py	2	17	3
pyro/contrib/oed/eig.py	pyro/contrib/autoname/__init__.py	2	17	5
pyro/contrib/oed/eig.py	pyro/contrib/bnn/__init__.py	2	17	3
pyro/contrib/oed/eig.py	pyro/contrib/bnn/hidden_layer.py	2	17	3
pyro/contrib/oed/eig.py	pyro/contrib/bnn/utils.py	2	17	3
pyro/contrib/oed/eig.py	pyro/contrib/easyguide/__init__.py	2	17	3
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pyro/contrib/oed/eig.py	pyro/contrib/gp/models/__init__.py	2	17	11
pyro/contrib/oed/glmm/glmm.py	pyro/contrib/oed/glmm/__init__.py	2	2	2
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pyro/contrib/oed/glmm/guides.py	pyro/contrib/gp/likelihoods/poisson.py	2	3	11
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pyro/contrib/oed/glmm/guides.py	pyro/contrib/minipyro.py	2	3	17
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pyro/contrib/oed/search.py	pyro/contrib/gp/kernels/coregionalize.py	2	4	9
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pyro/contrib/oed/search.py	pyro/contrib/gp/kernels/isotropic.py	2	4	14
pyro/contrib/oed/search.py	pyro/contrib/gp/kernels/kernel.py	2	4	22
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pyro/contrib/oed/search.py	pyro/contrib/gp/models/vsgp.py	2	4	11
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pyro/contrib/oed/search.py	pyro/contrib/minipyro.py	2	4	17
pyro/contrib/oed/search.py	pyro/contrib/oed/glmm/guides.py	2	4	3
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pyro/contrib/oed/search.py	examples/dmm/polyphonic_data_loader.py	2	4	16
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pyro/contrib/oed/search.py	pyro/contrib/__init__.py	2	4	17
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pyro/contrib/oed/util.py	pyro/contrib/gp/kernels/coregionalize.py	2	8	9
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pyro/contrib/oed/util.py	pyro/contrib/gp/kernels/isotropic.py	2	8	14
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pyro/contrib/oed/util.py	pyro/contrib/gp/likelihoods/gaussian.py	2	8	18
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pyro/contrib/tracking/__init__.py	examples/contrib/autoname/tree_data.py	2	3	21
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pyro/contrib/tracking/__init__.py	examples/eight_schools/data.py	2	3	3
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pyro/contrib/tracking/__init__.py	examples/rsa/schelling_false.py	2	3	19
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pyro/contrib/tracking/__init__.py	pyro/__init__.py	2	3	176
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pyro/contrib/tracking/__init__.py	pyro/contrib/gp/__init__.py	2	3	14
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pyro/contrib/tracking/__init__.py	pyro/contrib/gp/kernels/coregionalize.py	2	3	9
pyro/contrib/tracking/__init__.py	pyro/contrib/gp/kernels/dot_product.py	2	3	13
pyro/contrib/tracking/__init__.py	pyro/contrib/gp/kernels/isotropic.py	2	3	14
pyro/contrib/tracking/__init__.py	pyro/contrib/gp/kernels/kernel.py	2	3	22
pyro/contrib/tracking/__init__.py	pyro/contrib/gp/kernels/periodic.py	2	3	12
pyro/contrib/tracking/__init__.py	pyro/contrib/gp/kernels/static.py	2	3	13
pyro/contrib/tracking/__init__.py	pyro/contrib/gp/likelihoods/__init__.py	2	3	8
pyro/contrib/tracking/__init__.py	pyro/contrib/gp/likelihoods/binary.py	2	3	17
pyro/contrib/tracking/__init__.py	pyro/contrib/gp/likelihoods/gaussian.py	2	3	18
pyro/contrib/tracking/__init__.py	pyro/contrib/gp/likelihoods/likelihood.py	2	3	12
pyro/contrib/tracking/__init__.py	pyro/contrib/gp/likelihoods/multi_class.py	2	3	15
pyro/contrib/tracking/__init__.py	pyro/contrib/gp/likelihoods/poisson.py	2	3	11
pyro/contrib/tracking/__init__.py	pyro/contrib/gp/models/__init__.py	2	3	11
pyro/contrib/tracking/__init__.py	pyro/contrib/gp/models/gplvm.py	2	3	12
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pyro/contrib/tracking/__init__.py	pyro/contrib/gp/models/vgp.py	2	3	21
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pyro/contrib/tracking/__init__.py	pyro/contrib/minipyro.py	2	3	17
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pyro/contrib/tracking/assignment.py	examples/dmm/dmm.py	2	9	56
pyro/contrib/tracking/assignment.py	examples/rsa/semantic_parsing.py	2	9	20
pyro/contrib/tracking/assignment.py	examples/vae/utils/custom_mlp.py	2	9	6
pyro/contrib/tracking/assignment.py	examples/vae/utils/mnist_cached.py	2	9	9
pyro/contrib/tracking/assignment.py	examples/vae/vae_comparison.py	2	9	29
pyro/contrib/tracking/assignment.py	pyro/contrib/autoname/scoping.py	2	9	6
pyro/contrib/tracking/assignment.py	pyro/contrib/conjugate/infer.py	2	9	4
pyro/contrib/tracking/assignment.py	pyro/contrib/oed/glmm/guides.py	2	9	3
pyro/contrib/tracking/assignment.py	pyro/contrib/oed/search.py	2	9	4
pyro/contrib/tracking/assignment.py	examples/air/main.py	2	9	37
pyro/contrib/tracking/assignment.py	examples/capture_recapture/cjs.py	2	9	9
pyro/contrib/tracking/assignment.py	examples/contrib/autoname/mixture.py	2	9	22
pyro/contrib/tracking/assignment.py	examples/contrib/autoname/scoping_mixture.py	2	9	22
pyro/contrib/tracking/assignment.py	examples/contrib/autoname/tree_data.py	2	9	21
pyro/contrib/tracking/assignment.py	examples/contrib/oed/gp_bayes_opt.py	2	9	9
pyro/contrib/tracking/assignment.py	examples/dmm/polyphonic_data_loader.py	2	9	16
pyro/contrib/tracking/assignment.py	examples/eight_schools/data.py	2	9	3
pyro/contrib/tracking/assignment.py	examples/eight_schools/mcmc.py	2	9	29
pyro/contrib/tracking/assignment.py	examples/eight_schools/svi.py	2	9	22
pyro/contrib/tracking/assignment.py	examples/einsum.py	2	9	3
pyro/contrib/tracking/assignment.py	examples/inclined_plane.py	2	9	35
pyro/contrib/tracking/assignment.py	examples/lda.py	2	9	25
pyro/contrib/tracking/assignment.py	examples/minipyro.py	2	9	26
pyro/contrib/tracking/assignment.py	examples/mixed_hmm/experiment.py	2	9	3
pyro/contrib/tracking/assignment.py	examples/mixed_hmm/model.py	2	9	4
pyro/contrib/tracking/assignment.py	examples/mixed_hmm/seal_data.py	2	9	5
pyro/contrib/tracking/assignment.py	examples/rsa/schelling.py	2	9	19
pyro/contrib/tracking/assignment.py	examples/rsa/schelling_false.py	2	9	19
pyro/contrib/tracking/assignment.py	profiler/distributions.py	2	9	11
pyro/contrib/tracking/assignment.py	pyro/__init__.py	2	9	176
pyro/contrib/tracking/assignment.py	pyro/contrib/autoname/__init__.py	2	9	5
pyro/contrib/tracking/assignment.py	pyro/contrib/bnn/__init__.py	2	9	3
pyro/contrib/tracking/assignment.py	pyro/contrib/bnn/hidden_layer.py	2	9	3
pyro/contrib/tracking/assignment.py	pyro/contrib/bnn/utils.py	2	9	3
pyro/contrib/tracking/assignment.py	pyro/contrib/easyguide/__init__.py	2	9	3
pyro/contrib/tracking/assignment.py	pyro/contrib/easyguide/easyguide.py	2	9	9
pyro/contrib/tracking/assignment.py	pyro/contrib/examples/util.py	2	9	9
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/__init__.py	2	9	14
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/kernels/__init__.py	2	9	12
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/likelihoods/__init__.py	2	9	8
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/models/__init__.py	2	9	11
pyro/contrib/tracking/assignment.py	pyro/contrib/gp/util.py	2	9	19
pyro/contrib/tracking/assignment.py	pyro/contrib/oed/util.py	2	9	8
pyro/contrib/tracking/distributions.py	examples/air/modules.py	2	6	6
pyro/contrib/tracking/distributions.py	examples/dmm/dmm.py	2	6	56
pyro/contrib/tracking/distributions.py	examples/rsa/semantic_parsing.py	2	6	20
pyro/contrib/tracking/distributions.py	examples/vae/utils/custom_mlp.py	2	6	6
pyro/contrib/tracking/distributions.py	examples/vae/utils/mnist_cached.py	2	6	9
pyro/contrib/tracking/distributions.py	examples/vae/vae_comparison.py	2	6	29
pyro/contrib/tracking/distributions.py	pyro/contrib/autoname/scoping.py	2	6	6
pyro/contrib/tracking/distributions.py	pyro/contrib/conjugate/infer.py	2	6	4
pyro/contrib/tracking/distributions.py	pyro/contrib/oed/glmm/guides.py	2	6	3
pyro/contrib/tracking/distributions.py	pyro/contrib/oed/search.py	2	6	4
pyro/contrib/tracking/distributions.py	examples/air/main.py	2	6	37
pyro/contrib/tracking/distributions.py	examples/capture_recapture/cjs.py	2	6	9
pyro/contrib/tracking/distributions.py	examples/contrib/autoname/mixture.py	2	6	22
pyro/contrib/tracking/distributions.py	examples/contrib/autoname/scoping_mixture.py	2	6	22
pyro/contrib/tracking/distributions.py	examples/contrib/autoname/tree_data.py	2	6	21
pyro/contrib/tracking/distributions.py	examples/contrib/oed/gp_bayes_opt.py	2	6	9
pyro/contrib/tracking/distributions.py	examples/dmm/polyphonic_data_loader.py	2	6	16
pyro/contrib/tracking/distributions.py	examples/eight_schools/data.py	2	6	3
pyro/contrib/tracking/distributions.py	examples/eight_schools/mcmc.py	2	6	29
pyro/contrib/tracking/distributions.py	examples/eight_schools/svi.py	2	6	22
pyro/contrib/tracking/distributions.py	examples/einsum.py	2	6	3
pyro/contrib/tracking/distributions.py	examples/inclined_plane.py	2	6	35
pyro/contrib/tracking/distributions.py	examples/lda.py	2	6	25
pyro/contrib/tracking/distributions.py	examples/minipyro.py	2	6	26
pyro/contrib/tracking/distributions.py	examples/mixed_hmm/experiment.py	2	6	3
pyro/contrib/tracking/distributions.py	examples/mixed_hmm/model.py	2	6	4
pyro/contrib/tracking/distributions.py	examples/mixed_hmm/seal_data.py	2	6	5
pyro/contrib/tracking/distributions.py	examples/rsa/schelling.py	2	6	19
pyro/contrib/tracking/distributions.py	examples/rsa/schelling_false.py	2	6	19
pyro/contrib/tracking/distributions.py	profiler/distributions.py	2	6	11
pyro/contrib/tracking/distributions.py	pyro/__init__.py	2	6	176
pyro/contrib/tracking/distributions.py	pyro/contrib/__init__.py	2	6	17
pyro/contrib/tracking/distributions.py	pyro/contrib/autoname/__init__.py	2	6	5
pyro/contrib/tracking/distributions.py	pyro/contrib/bnn/__init__.py	2	6	3
pyro/contrib/tracking/distributions.py	pyro/contrib/bnn/hidden_layer.py	2	6	3
pyro/contrib/tracking/distributions.py	pyro/contrib/bnn/utils.py	2	6	3
pyro/contrib/tracking/distributions.py	pyro/contrib/easyguide/__init__.py	2	6	3
pyro/contrib/tracking/distributions.py	pyro/contrib/easyguide/easyguide.py	2	6	9
pyro/contrib/tracking/distributions.py	pyro/contrib/examples/util.py	2	6	9
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/__init__.py	2	6	14
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/kernels/__init__.py	2	6	12
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/likelihoods/__init__.py	2	6	8
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/models/__init__.py	2	6	11
pyro/contrib/tracking/distributions.py	pyro/contrib/gp/util.py	2	6	19
pyro/contrib/tracking/distributions.py	pyro/contrib/oed/util.py	2	6	8
pyro/contrib/tracking/distributions.py	pyro/contrib/tracking/__init__.py	2	6	3
pyro/contrib/tracking/dynamic_models.py	examples/air/modules.py	2	7	6
pyro/contrib/tracking/dynamic_models.py	examples/contrib/gp/sv-dkl.py	2	7	34
pyro/contrib/tracking/dynamic_models.py	examples/dmm/dmm.py	2	7	56
pyro/contrib/tracking/dynamic_models.py	examples/rsa/semantic_parsing.py	2	7	20
pyro/contrib/tracking/dynamic_models.py	examples/sparse_gamma_def.py	2	7	28
pyro/contrib/tracking/dynamic_models.py	examples/vae/utils/custom_mlp.py	2	7	6
pyro/contrib/tracking/dynamic_models.py	examples/vae/utils/mnist_cached.py	2	7	9
pyro/contrib/tracking/dynamic_models.py	profiler/profiling_utils.py	2	7	5
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/autoname/named.py	2	7	5
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/autoname/scoping.py	2	7	6
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/conjugate/infer.py	2	7	4
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/kernels/brownian.py	2	7	12
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/kernels/coregionalize.py	2	7	9
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/kernels/dot_product.py	2	7	13
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/kernels/isotropic.py	2	7	14
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/kernels/kernel.py	2	7	22
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/kernels/periodic.py	2	7	12
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/kernels/static.py	2	7	13
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/likelihoods/binary.py	2	7	17
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/likelihoods/gaussian.py	2	7	18
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/likelihoods/likelihood.py	2	7	12
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/likelihoods/multi_class.py	2	7	15
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/likelihoods/poisson.py	2	7	11
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/models/gplvm.py	2	7	12
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/models/gpr.py	2	7	27
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/models/model.py	2	7	24
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/models/sgpr.py	2	7	32
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/models/vgp.py	2	7	21
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/models/vsgp.py	2	7	11
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/parameterized.py	2	7	8
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/oed/eig.py	2	7	17
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/oed/glmm/guides.py	2	7	3
pyro/contrib/tracking/dynamic_models.py	examples/contrib/oed/gp_bayes_opt.py	2	7	9
pyro/contrib/tracking/dynamic_models.py	examples/lkj.py	2	7	20
pyro/contrib/tracking/dynamic_models.py	examples/mixed_hmm/seal_data.py	2	7	5
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/easyguide/easyguide.py	2	7	9
pyro/contrib/tracking/extended_kalman_filter.py	examples/air/modules.py	2	8	6
pyro/contrib/tracking/extended_kalman_filter.py	examples/contrib/gp/sv-dkl.py	2	8	34
pyro/contrib/tracking/extended_kalman_filter.py	examples/dmm/dmm.py	2	8	56
pyro/contrib/tracking/extended_kalman_filter.py	examples/rsa/search_inference.py	2	8	9
pyro/contrib/tracking/extended_kalman_filter.py	examples/rsa/semantic_parsing.py	2	8	20
pyro/contrib/tracking/extended_kalman_filter.py	examples/sparse_gamma_def.py	2	8	28
pyro/contrib/tracking/extended_kalman_filter.py	examples/vae/utils/custom_mlp.py	2	8	6
pyro/contrib/tracking/extended_kalman_filter.py	examples/vae/utils/mnist_cached.py	2	8	9
pyro/contrib/tracking/extended_kalman_filter.py	examples/vae/vae_comparison.py	2	8	29
pyro/contrib/tracking/extended_kalman_filter.py	profiler/profiling_utils.py	2	8	5
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/autoname/named.py	2	8	5
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/autoname/scoping.py	2	8	6
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/conjugate/infer.py	2	8	4
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/kernels/brownian.py	2	8	12
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/kernels/coregionalize.py	2	8	9
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/kernels/dot_product.py	2	8	13
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/kernels/isotropic.py	2	8	14
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/kernels/kernel.py	2	8	22
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/kernels/periodic.py	2	8	12
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/kernels/static.py	2	8	13
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/likelihoods/binary.py	2	8	17
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/likelihoods/gaussian.py	2	8	18
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/likelihoods/likelihood.py	2	8	12
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/likelihoods/multi_class.py	2	8	15
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/likelihoods/poisson.py	2	8	11
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/models/gplvm.py	2	8	12
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/models/gpr.py	2	8	27
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/models/model.py	2	8	24
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/models/vgp.py	2	8	21
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/models/vsgp.py	2	8	11
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/parameterized.py	2	8	8
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/oed/eig.py	2	8	17
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/oed/glmm/guides.py	2	8	3
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/oed/search.py	2	8	4
pyro/contrib/tracking/extended_kalman_filter.py	examples/contrib/oed/gp_bayes_opt.py	2	8	9
pyro/contrib/tracking/extended_kalman_filter.py	examples/dmm/polyphonic_data_loader.py	2	8	16
pyro/contrib/tracking/extended_kalman_filter.py	examples/lkj.py	2	8	20
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/util.py	2	8	19
pyro/contrib/tracking/hashing.py	examples/air/air.py	2	8	36
pyro/contrib/tracking/hashing.py	examples/air/modules.py	2	8	6
pyro/contrib/tracking/hashing.py	examples/dmm/dmm.py	2	8	56
pyro/contrib/tracking/hashing.py	examples/rsa/semantic_parsing.py	2	8	20
pyro/contrib/tracking/hashing.py	examples/vae/ss_vae_M2.py	2	8	34
pyro/contrib/tracking/hashing.py	examples/vae/utils/custom_mlp.py	2	8	6
pyro/contrib/tracking/hashing.py	examples/vae/utils/mnist_cached.py	2	8	9
pyro/contrib/tracking/hashing.py	examples/vae/vae.py	2	8	29
pyro/contrib/tracking/hashing.py	examples/vae/vae_comparison.py	2	8	29
pyro/contrib/tracking/hashing.py	pyro/contrib/autoname/scoping.py	2	8	6
pyro/contrib/tracking/hashing.py	pyro/contrib/conjugate/infer.py	2	8	4
pyro/contrib/tracking/hashing.py	pyro/contrib/oed/glmm/guides.py	2	8	3
pyro/contrib/tracking/hashing.py	pyro/contrib/oed/search.py	2	8	4
pyro/contrib/tracking/hashing.py	pyro/contrib/tracking/dynamic_models.py	2	8	7
pyro/contrib/tracking/hashing.py	pyro/contrib/tracking/extended_kalman_filter.py	2	8	8
pyro/contrib/tracking/hashing.py	examples/air/main.py	2	8	37
pyro/contrib/tracking/hashing.py	examples/capture_recapture/cjs.py	2	8	9
pyro/contrib/tracking/hashing.py	examples/contrib/autoname/mixture.py	2	8	22
pyro/contrib/tracking/hashing.py	examples/contrib/autoname/scoping_mixture.py	2	8	22
pyro/contrib/tracking/hashing.py	examples/contrib/autoname/tree_data.py	2	8	21
pyro/contrib/tracking/hashing.py	examples/eight_schools/data.py	2	8	3
pyro/contrib/tracking/hashing.py	examples/eight_schools/mcmc.py	2	8	29
pyro/contrib/tracking/hashing.py	examples/eight_schools/svi.py	2	8	22
pyro/contrib/tracking/hashing.py	examples/einsum.py	2	8	3
pyro/contrib/tracking/hashing.py	examples/inclined_plane.py	2	8	35
pyro/contrib/tracking/hashing.py	examples/lda.py	2	8	25
pyro/contrib/tracking/hashing.py	examples/lkj.py	2	8	20
pyro/contrib/tracking/hashing.py	examples/minipyro.py	2	8	26
pyro/contrib/tracking/hashing.py	examples/mixed_hmm/experiment.py	2	8	3
pyro/contrib/tracking/hashing.py	examples/mixed_hmm/model.py	2	8	4
pyro/contrib/tracking/hashing.py	examples/mixed_hmm/seal_data.py	2	8	5
pyro/contrib/tracking/hashing.py	examples/rsa/schelling.py	2	8	19
pyro/contrib/tracking/hashing.py	examples/rsa/schelling_false.py	2	8	19
pyro/contrib/tracking/hashing.py	profiler/distributions.py	2	8	11
pyro/contrib/tracking/hashing.py	pyro/__init__.py	2	8	176
pyro/contrib/tracking/hashing.py	pyro/contrib/__init__.py	2	8	17
pyro/contrib/tracking/hashing.py	pyro/contrib/autoname/__init__.py	2	8	5
pyro/contrib/tracking/hashing.py	pyro/contrib/bnn/__init__.py	2	8	3
pyro/contrib/tracking/hashing.py	pyro/contrib/bnn/hidden_layer.py	2	8	3
pyro/contrib/tracking/hashing.py	pyro/contrib/bnn/utils.py	2	8	3
pyro/contrib/tracking/hashing.py	pyro/contrib/easyguide/__init__.py	2	8	3
pyro/contrib/tracking/hashing.py	pyro/contrib/easyguide/easyguide.py	2	8	9
pyro/contrib/tracking/hashing.py	pyro/contrib/examples/util.py	2	8	9
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/__init__.py	2	8	14
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/kernels/__init__.py	2	8	12
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/likelihoods/__init__.py	2	8	8
pyro/contrib/tracking/hashing.py	pyro/contrib/gp/models/__init__.py	2	8	11
pyro/contrib/tracking/hashing.py	pyro/contrib/oed/util.py	2	8	8
pyro/contrib/tracking/hashing.py	pyro/contrib/tracking/__init__.py	2	8	3
pyro/contrib/tracking/measurements.py	examples/air/modules.py	2	5	6
pyro/contrib/tracking/measurements.py	examples/contrib/gp/sv-dkl.py	2	5	34
pyro/contrib/tracking/measurements.py	examples/dmm/dmm.py	2	5	56
pyro/contrib/tracking/measurements.py	examples/rsa/semantic_parsing.py	2	5	20
pyro/contrib/tracking/measurements.py	examples/sparse_gamma_def.py	2	5	28
pyro/contrib/tracking/measurements.py	examples/vae/utils/custom_mlp.py	2	5	6
pyro/contrib/tracking/measurements.py	examples/vae/utils/mnist_cached.py	2	5	9
pyro/contrib/tracking/measurements.py	profiler/profiling_utils.py	2	5	5
pyro/contrib/tracking/measurements.py	pyro/contrib/autoname/named.py	2	5	5
pyro/contrib/tracking/measurements.py	pyro/contrib/autoname/scoping.py	2	5	6
pyro/contrib/tracking/measurements.py	pyro/contrib/conjugate/infer.py	2	5	4
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/kernels/brownian.py	2	5	12
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/kernels/coregionalize.py	2	5	9
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/kernels/dot_product.py	2	5	13
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/kernels/isotropic.py	2	5	14
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/kernels/kernel.py	2	5	22
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/kernels/periodic.py	2	5	12
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/kernels/static.py	2	5	13
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/likelihoods/binary.py	2	5	17
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/likelihoods/gaussian.py	2	5	18
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/likelihoods/likelihood.py	2	5	12
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/likelihoods/multi_class.py	2	5	15
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/likelihoods/poisson.py	2	5	11
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/models/gplvm.py	2	5	12
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/models/gpr.py	2	5	27
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/models/model.py	2	5	24
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/models/sgpr.py	2	5	32
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/models/vgp.py	2	5	21
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/models/vsgp.py	2	5	11
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/parameterized.py	2	5	8
pyro/contrib/tracking/measurements.py	pyro/contrib/oed/eig.py	2	5	17
pyro/contrib/tracking/measurements.py	pyro/contrib/oed/glmm/guides.py	2	5	3
pyro/contrib/tracking/measurements.py	pyro/contrib/tracking/hashing.py	2	5	8
pyro/contrib/tracking/measurements.py	examples/contrib/oed/gp_bayes_opt.py	2	5	9
pyro/contrib/tracking/measurements.py	examples/lkj.py	2	5	20
pyro/contrib/tracking/measurements.py	examples/mixed_hmm/seal_data.py	2	5	5
pyro/contrib/tracking/measurements.py	pyro/contrib/easyguide/easyguide.py	2	5	9
pyro/contrib/util.py	examples/air/main.py	2	6	37
pyro/contrib/util.py	examples/baseball.py	2	6	46
pyro/contrib/util.py	examples/contrib/autoname/mixture.py	2	6	22
pyro/contrib/util.py	examples/contrib/autoname/scoping_mixture.py	2	6	22
pyro/contrib/util.py	examples/contrib/autoname/tree_data.py	2	6	21
pyro/contrib/util.py	examples/contrib/gp/sv-dkl.py	2	6	34
pyro/contrib/util.py	examples/eight_schools/data.py	2	6	3
pyro/contrib/util.py	examples/eight_schools/mcmc.py	2	6	29
pyro/contrib/util.py	examples/eight_schools/svi.py	2	6	22
pyro/contrib/util.py	examples/einsum.py	2	6	3
pyro/contrib/util.py	examples/inclined_plane.py	2	6	35
pyro/contrib/util.py	examples/lda.py	2	6	25
pyro/contrib/util.py	examples/lkj.py	2	6	20
pyro/contrib/util.py	examples/minipyro.py	2	6	26
pyro/contrib/util.py	examples/mixed_hmm/experiment.py	2	6	3
pyro/contrib/util.py	examples/mixed_hmm/model.py	2	6	4
pyro/contrib/util.py	examples/mixed_hmm/seal_data.py	2	6	5
pyro/contrib/util.py	examples/rsa/schelling.py	2	6	19
pyro/contrib/util.py	examples/rsa/schelling_false.py	2	6	19
pyro/contrib/util.py	examples/rsa/search_inference.py	2	6	9
pyro/contrib/util.py	examples/sparse_regression.py	2	6	18
pyro/contrib/util.py	profiler/distributions.py	2	6	11
pyro/contrib/util.py	profiler/profiling_utils.py	2	6	5
pyro/contrib/util.py	pyro/__init__.py	2	6	176
pyro/contrib/util.py	pyro/contrib/autoguide.py	2	6	3
pyro/contrib/util.py	pyro/contrib/autoname/__init__.py	2	6	5
pyro/contrib/util.py	pyro/contrib/autoname/named.py	2	6	5
pyro/contrib/util.py	pyro/contrib/bnn/__init__.py	2	6	3
pyro/contrib/util.py	pyro/contrib/bnn/hidden_layer.py	2	6	3
pyro/contrib/util.py	pyro/contrib/bnn/utils.py	2	6	3
pyro/contrib/util.py	pyro/contrib/easyguide/__init__.py	2	6	3
pyro/contrib/util.py	pyro/contrib/examples/util.py	2	6	9
pyro/contrib/util.py	pyro/contrib/gp/__init__.py	2	6	14
pyro/contrib/util.py	pyro/contrib/gp/kernels/__init__.py	2	6	12
pyro/contrib/util.py	pyro/contrib/gp/kernels/brownian.py	2	6	12
pyro/contrib/util.py	pyro/contrib/gp/kernels/coregionalize.py	2	6	9
pyro/contrib/util.py	pyro/contrib/gp/kernels/dot_product.py	2	6	13
pyro/contrib/util.py	pyro/contrib/gp/kernels/isotropic.py	2	6	14
pyro/contrib/util.py	pyro/contrib/gp/kernels/kernel.py	2	6	22
pyro/contrib/util.py	pyro/contrib/gp/kernels/periodic.py	2	6	12
pyro/contrib/util.py	pyro/contrib/gp/kernels/static.py	2	6	13
pyro/contrib/util.py	pyro/contrib/gp/likelihoods/__init__.py	2	6	8
pyro/contrib/util.py	pyro/contrib/gp/likelihoods/binary.py	2	6	17
pyro/contrib/util.py	pyro/contrib/gp/likelihoods/gaussian.py	2	6	18
pyro/contrib/util.py	pyro/contrib/gp/likelihoods/likelihood.py	2	6	12
pyro/contrib/util.py	pyro/contrib/gp/likelihoods/multi_class.py	2	6	15
pyro/contrib/util.py	pyro/contrib/gp/likelihoods/poisson.py	2	6	11
pyro/contrib/util.py	pyro/contrib/gp/models/__init__.py	2	6	11
pyro/contrib/util.py	pyro/contrib/gp/models/gplvm.py	2	6	12
pyro/contrib/util.py	pyro/contrib/gp/models/gpr.py	2	6	27
pyro/contrib/util.py	pyro/contrib/gp/models/model.py	2	6	24
pyro/contrib/util.py	pyro/contrib/gp/models/sgpr.py	2	6	32
pyro/contrib/util.py	pyro/contrib/gp/models/vgp.py	2	6	21
pyro/contrib/util.py	pyro/contrib/gp/models/vsgp.py	2	6	11
pyro/contrib/util.py	pyro/contrib/gp/util.py	2	6	19
pyro/contrib/util.py	pyro/contrib/minipyro.py	2	6	17
pyro/contrib/util.py	pyro/contrib/oed/__init__.py	2	6	6
pyro/contrib/util.py	pyro/contrib/tracking/__init__.py	2	6	3
pyro/contrib/util.py	pyro/contrib/tracking/assignment.py	2	6	9
pyro/contrib/util.py	pyro/contrib/tracking/distributions.py	2	6	6
pyro/contrib/util.py	pyro/contrib/tracking/hashing.py	2	6	8
pyro/distributions/__init__.py	examples/capture_recapture/cjs.py	2	114	9
pyro/distributions/__init__.py	examples/contrib/autoname/mixture.py	2	114	22
pyro/distributions/__init__.py	examples/contrib/autoname/scoping_mixture.py	2	114	22
pyro/distributions/__init__.py	examples/contrib/autoname/tree_data.py	2	114	21
pyro/distributions/__init__.py	examples/dmm/polyphonic_data_loader.py	2	114	16
pyro/distributions/__init__.py	examples/eight_schools/data.py	2	114	3
pyro/distributions/__init__.py	examples/eight_schools/svi.py	2	114	22
pyro/distributions/__init__.py	examples/einsum.py	2	114	3
pyro/distributions/__init__.py	examples/lda.py	2	114	25
pyro/distributions/__init__.py	examples/minipyro.py	2	114	26
pyro/distributions/__init__.py	examples/mixed_hmm/experiment.py	2	114	3
pyro/distributions/__init__.py	examples/mixed_hmm/model.py	2	114	4
pyro/distributions/__init__.py	examples/mixed_hmm/seal_data.py	2	114	5
pyro/distributions/__init__.py	examples/rsa/generics.py	2	114	19
pyro/distributions/__init__.py	examples/rsa/hyperbole.py	2	114	19
pyro/distributions/__init__.py	examples/rsa/schelling.py	2	114	19
pyro/distributions/__init__.py	examples/rsa/schelling_false.py	2	114	19
pyro/distributions/__init__.py	examples/rsa/semantic_parsing.py	2	114	20
pyro/distributions/__init__.py	examples/sparse_gamma_def.py	2	114	28
pyro/distributions/__init__.py	examples/vae/ss_vae_M2.py	2	114	34
pyro/distributions/__init__.py	examples/vae/utils/custom_mlp.py	2	114	6
pyro/distributions/__init__.py	examples/vae/vae_comparison.py	2	114	29
pyro/distributions/__init__.py	profiler/profiling_utils.py	2	114	5
pyro/distributions/__init__.py	pyro/contrib/autoname/__init__.py	2	114	5
pyro/distributions/__init__.py	pyro/contrib/autoname/named.py	2	114	5
pyro/distributions/__init__.py	pyro/contrib/bnn/__init__.py	2	114	3
pyro/distributions/__init__.py	pyro/contrib/bnn/hidden_layer.py	2	114	3
pyro/distributions/__init__.py	pyro/contrib/bnn/utils.py	2	114	3
pyro/distributions/__init__.py	pyro/contrib/easyguide/__init__.py	2	114	3
pyro/distributions/__init__.py	pyro/contrib/easyguide/easyguide.py	2	114	9
pyro/distributions/__init__.py	pyro/contrib/gp/kernels/brownian.py	2	114	12
pyro/distributions/__init__.py	pyro/contrib/gp/kernels/coregionalize.py	2	114	9
pyro/distributions/__init__.py	pyro/contrib/gp/kernels/dot_product.py	2	114	13
pyro/distributions/__init__.py	pyro/contrib/gp/kernels/isotropic.py	2	114	14
pyro/distributions/__init__.py	pyro/contrib/gp/kernels/static.py	2	114	13
pyro/distributions/__init__.py	pyro/contrib/gp/likelihoods/binary.py	2	114	17
pyro/distributions/__init__.py	pyro/contrib/gp/likelihoods/gaussian.py	2	114	18
pyro/distributions/__init__.py	pyro/contrib/gp/likelihoods/likelihood.py	2	114	12
pyro/distributions/__init__.py	pyro/contrib/gp/likelihoods/multi_class.py	2	114	15
pyro/distributions/__init__.py	pyro/contrib/gp/likelihoods/poisson.py	2	114	11
pyro/distributions/__init__.py	pyro/contrib/gp/parameterized.py	2	114	8
pyro/distributions/__init__.py	pyro/contrib/minipyro.py	2	114	17
pyro/distributions/__init__.py	pyro/contrib/oed/util.py	2	114	8
pyro/distributions/__init__.py	pyro/contrib/tracking/__init__.py	2	114	3
pyro/distributions/__init__.py	pyro/contrib/tracking/assignment.py	2	114	9
pyro/distributions/__init__.py	pyro/contrib/tracking/distributions.py	2	114	6
pyro/distributions/__init__.py	pyro/contrib/tracking/hashing.py	2	114	8
pyro/distributions/__init__.py	pyro/contrib/util.py	2	114	6
pyro/distributions/avf_mvn.py	examples/air/modules.py	2	6	6
pyro/distributions/avf_mvn.py	examples/dmm/dmm.py	2	6	56
pyro/distributions/avf_mvn.py	examples/rsa/semantic_parsing.py	2	6	20
pyro/distributions/avf_mvn.py	examples/vae/utils/custom_mlp.py	2	6	6
pyro/distributions/avf_mvn.py	examples/vae/utils/mnist_cached.py	2	6	9
pyro/distributions/avf_mvn.py	examples/vae/vae_comparison.py	2	6	29
pyro/distributions/avf_mvn.py	pyro/contrib/autoname/scoping.py	2	6	6
pyro/distributions/avf_mvn.py	pyro/contrib/conjugate/infer.py	2	6	4
pyro/distributions/avf_mvn.py	pyro/contrib/oed/glmm/guides.py	2	6	3
pyro/distributions/avf_mvn.py	pyro/contrib/oed/search.py	2	6	4
pyro/distributions/avf_mvn.py	examples/air/main.py	2	6	37
pyro/distributions/avf_mvn.py	examples/capture_recapture/cjs.py	2	6	9
pyro/distributions/avf_mvn.py	examples/contrib/autoname/mixture.py	2	6	22
pyro/distributions/avf_mvn.py	examples/contrib/autoname/scoping_mixture.py	2	6	22
pyro/distributions/avf_mvn.py	examples/contrib/autoname/tree_data.py	2	6	21
pyro/distributions/avf_mvn.py	examples/contrib/oed/gp_bayes_opt.py	2	6	9
pyro/distributions/avf_mvn.py	examples/dmm/polyphonic_data_loader.py	2	6	16
pyro/distributions/avf_mvn.py	examples/eight_schools/data.py	2	6	3
pyro/distributions/avf_mvn.py	examples/einsum.py	2	6	3
pyro/distributions/avf_mvn.py	examples/inclined_plane.py	2	6	35
pyro/distributions/avf_mvn.py	examples/lda.py	2	6	25
pyro/distributions/avf_mvn.py	examples/minipyro.py	2	6	26
pyro/distributions/avf_mvn.py	examples/mixed_hmm/experiment.py	2	6	3
pyro/distributions/avf_mvn.py	examples/mixed_hmm/model.py	2	6	4
pyro/distributions/avf_mvn.py	examples/mixed_hmm/seal_data.py	2	6	5
pyro/distributions/avf_mvn.py	examples/rsa/schelling.py	2	6	19
pyro/distributions/avf_mvn.py	examples/rsa/schelling_false.py	2	6	19
pyro/distributions/avf_mvn.py	profiler/distributions.py	2	6	11
pyro/distributions/avf_mvn.py	pyro/__init__.py	2	6	176
pyro/distributions/avf_mvn.py	pyro/contrib/__init__.py	2	6	17
pyro/distributions/avf_mvn.py	pyro/contrib/autoname/__init__.py	2	6	5
pyro/distributions/avf_mvn.py	pyro/contrib/bnn/__init__.py	2	6	3
pyro/distributions/avf_mvn.py	pyro/contrib/bnn/hidden_layer.py	2	6	3
pyro/distributions/avf_mvn.py	pyro/contrib/bnn/utils.py	2	6	3
pyro/distributions/avf_mvn.py	pyro/contrib/easyguide/__init__.py	2	6	3
pyro/distributions/avf_mvn.py	pyro/contrib/easyguide/easyguide.py	2	6	9
pyro/distributions/avf_mvn.py	pyro/contrib/examples/util.py	2	6	9
pyro/distributions/avf_mvn.py	pyro/contrib/gp/__init__.py	2	6	14
pyro/distributions/avf_mvn.py	pyro/contrib/gp/kernels/__init__.py	2	6	12
pyro/distributions/avf_mvn.py	pyro/contrib/gp/likelihoods/__init__.py	2	6	8
pyro/distributions/avf_mvn.py	pyro/contrib/gp/models/__init__.py	2	6	11
pyro/distributions/avf_mvn.py	pyro/contrib/oed/util.py	2	6	8
pyro/distributions/avf_mvn.py	pyro/contrib/tracking/__init__.py	2	6	3
pyro/distributions/avf_mvn.py	pyro/contrib/util.py	2	6	6
pyro/distributions/conditional.py	examples/air/air.py	2	5	36
pyro/distributions/conditional.py	examples/air/modules.py	2	5	6
pyro/distributions/conditional.py	examples/contrib/gp/sv-dkl.py	2	5	34
pyro/distributions/conditional.py	examples/dmm/dmm.py	2	5	56
pyro/distributions/conditional.py	examples/hmm.py	2	5	45
pyro/distributions/conditional.py	examples/rsa/search_inference.py	2	5	9
pyro/distributions/conditional.py	examples/rsa/semantic_parsing.py	2	5	20
pyro/distributions/conditional.py	examples/sparse_gamma_def.py	2	5	28
pyro/distributions/conditional.py	examples/vae/ss_vae_M2.py	2	5	34
pyro/distributions/conditional.py	examples/vae/utils/custom_mlp.py	2	5	6
pyro/distributions/conditional.py	examples/vae/utils/mnist_cached.py	2	5	9
pyro/distributions/conditional.py	examples/vae/vae.py	2	5	29
pyro/distributions/conditional.py	examples/vae/vae_comparison.py	2	5	29
pyro/distributions/conditional.py	profiler/profiling_utils.py	2	5	5
pyro/distributions/conditional.py	pyro/contrib/autoname/named.py	2	5	5
pyro/distributions/conditional.py	pyro/contrib/autoname/scoping.py	2	5	6
pyro/distributions/conditional.py	pyro/contrib/conjugate/infer.py	2	5	4
pyro/distributions/conditional.py	pyro/contrib/gp/kernels/brownian.py	2	5	12
pyro/distributions/conditional.py	pyro/contrib/gp/kernels/coregionalize.py	2	5	9
pyro/distributions/conditional.py	pyro/contrib/gp/kernels/dot_product.py	2	5	13
pyro/distributions/conditional.py	pyro/contrib/gp/kernels/isotropic.py	2	5	14
pyro/distributions/conditional.py	pyro/contrib/gp/kernels/kernel.py	2	5	22
pyro/distributions/conditional.py	pyro/contrib/gp/kernels/periodic.py	2	5	12
pyro/distributions/conditional.py	pyro/contrib/gp/kernels/static.py	2	5	13
pyro/distributions/conditional.py	pyro/contrib/gp/likelihoods/binary.py	2	5	17
pyro/distributions/conditional.py	pyro/contrib/gp/likelihoods/gaussian.py	2	5	18
pyro/distributions/conditional.py	pyro/contrib/gp/likelihoods/likelihood.py	2	5	12
pyro/distributions/conditional.py	pyro/contrib/gp/likelihoods/multi_class.py	2	5	15
pyro/distributions/conditional.py	pyro/contrib/gp/likelihoods/poisson.py	2	5	11
pyro/distributions/conditional.py	pyro/contrib/gp/models/gplvm.py	2	5	12
pyro/distributions/conditional.py	pyro/contrib/gp/models/gpr.py	2	5	27
pyro/distributions/conditional.py	pyro/contrib/gp/models/model.py	2	5	24
pyro/distributions/conditional.py	pyro/contrib/gp/models/sgpr.py	2	5	32
pyro/distributions/conditional.py	pyro/contrib/gp/models/vgp.py	2	5	21
pyro/distributions/conditional.py	pyro/contrib/gp/models/vsgp.py	2	5	11
pyro/distributions/conditional.py	pyro/contrib/gp/parameterized.py	2	5	8
pyro/distributions/conditional.py	pyro/contrib/minipyro.py	2	5	17
pyro/distributions/conditional.py	pyro/contrib/oed/eig.py	2	5	17
pyro/distributions/conditional.py	pyro/contrib/oed/glmm/guides.py	2	5	3
pyro/distributions/conditional.py	pyro/contrib/oed/search.py	2	5	4
pyro/distributions/conditional.py	pyro/contrib/tracking/assignment.py	2	5	9
pyro/distributions/conditional.py	pyro/contrib/tracking/distributions.py	2	5	6
pyro/distributions/conditional.py	pyro/contrib/tracking/dynamic_models.py	2	5	7
pyro/distributions/conditional.py	pyro/contrib/tracking/extended_kalman_filter.py	2	5	8
pyro/distributions/conditional.py	pyro/contrib/tracking/hashing.py	2	5	8
pyro/distributions/conditional.py	pyro/contrib/tracking/measurements.py	2	5	5
pyro/distributions/conditional.py	pyro/distributions/avf_mvn.py	2	5	6
pyro/distributions/conditional.py	pyro/distributions/__init__.py	2	5	114
pyro/distributions/conjugate.py	examples/air/modules.py	2	13	6
pyro/distributions/conjugate.py	examples/dmm/dmm.py	2	13	56
pyro/distributions/conjugate.py	examples/rsa/semantic_parsing.py	2	13	20
pyro/distributions/conjugate.py	examples/vae/utils/custom_mlp.py	2	13	6
pyro/distributions/conjugate.py	examples/vae/utils/mnist_cached.py	2	13	9
pyro/distributions/conjugate.py	examples/vae/vae_comparison.py	2	13	29
pyro/distributions/conjugate.py	pyro/contrib/autoname/scoping.py	2	13	6
pyro/distributions/conjugate.py	pyro/contrib/conjugate/infer.py	2	13	4
pyro/distributions/conjugate.py	pyro/contrib/oed/glmm/guides.py	2	13	3
pyro/distributions/conjugate.py	pyro/contrib/oed/search.py	2	13	4
pyro/distributions/conjugate.py	pyro/distributions/conditional.py	2	13	5
pyro/distributions/conjugate.py	examples/air/main.py	2	13	37
pyro/distributions/conjugate.py	examples/capture_recapture/cjs.py	2	13	9
pyro/distributions/conjugate.py	examples/contrib/autoname/mixture.py	2	13	22
pyro/distributions/conjugate.py	examples/contrib/autoname/scoping_mixture.py	2	13	22
pyro/distributions/conjugate.py	examples/contrib/autoname/tree_data.py	2	13	21
pyro/distributions/conjugate.py	examples/contrib/oed/gp_bayes_opt.py	2	13	9
pyro/distributions/conjugate.py	examples/dmm/polyphonic_data_loader.py	2	13	16
pyro/distributions/conjugate.py	examples/eight_schools/data.py	2	13	3
pyro/distributions/conjugate.py	examples/eight_schools/mcmc.py	2	13	29
pyro/distributions/conjugate.py	examples/eight_schools/svi.py	2	13	22
pyro/distributions/conjugate.py	examples/einsum.py	2	13	3
pyro/distributions/conjugate.py	examples/inclined_plane.py	2	13	35
pyro/distributions/conjugate.py	examples/lda.py	2	13	25
pyro/distributions/conjugate.py	examples/minipyro.py	2	13	26
pyro/distributions/conjugate.py	examples/mixed_hmm/experiment.py	2	13	3
pyro/distributions/conjugate.py	examples/mixed_hmm/model.py	2	13	4
pyro/distributions/conjugate.py	examples/mixed_hmm/seal_data.py	2	13	5
pyro/distributions/conjugate.py	examples/rsa/schelling.py	2	13	19
pyro/distributions/conjugate.py	examples/rsa/schelling_false.py	2	13	19
pyro/distributions/conjugate.py	profiler/distributions.py	2	13	11
pyro/distributions/conjugate.py	pyro/__init__.py	2	13	176
pyro/distributions/conjugate.py	pyro/contrib/__init__.py	2	13	17
pyro/distributions/conjugate.py	pyro/contrib/autoname/__init__.py	2	13	5
pyro/distributions/conjugate.py	pyro/contrib/bnn/__init__.py	2	13	3
pyro/distributions/conjugate.py	pyro/contrib/bnn/hidden_layer.py	2	13	3
pyro/distributions/conjugate.py	pyro/contrib/bnn/utils.py	2	13	3
pyro/distributions/conjugate.py	pyro/contrib/easyguide/__init__.py	2	13	3
pyro/distributions/conjugate.py	pyro/contrib/easyguide/easyguide.py	2	13	9
pyro/distributions/conjugate.py	pyro/contrib/examples/util.py	2	13	9
pyro/distributions/conjugate.py	pyro/contrib/gp/__init__.py	2	13	14
pyro/distributions/conjugate.py	pyro/contrib/gp/kernels/__init__.py	2	13	12
pyro/distributions/conjugate.py	pyro/contrib/gp/likelihoods/__init__.py	2	13	8
pyro/distributions/conjugate.py	pyro/contrib/gp/models/__init__.py	2	13	11
pyro/distributions/conjugate.py	pyro/contrib/gp/util.py	2	13	19
pyro/distributions/conjugate.py	pyro/contrib/oed/util.py	2	13	8
pyro/distributions/conjugate.py	pyro/contrib/tracking/__init__.py	2	13	3
pyro/distributions/conjugate.py	pyro/contrib/util.py	2	13	6
pyro/distributions/constraints.py	examples/dmm/dmm.py	2	4	56
pyro/distributions/delta.py	examples/air/modules.py	2	44	6
pyro/distributions/delta.py	examples/rsa/semantic_parsing.py	2	44	20
pyro/distributions/delta.py	examples/vae/utils/custom_mlp.py	2	44	6
pyro/distributions/delta.py	examples/vae/vae_comparison.py	2	44	29
pyro/distributions/delta.py	pyro/contrib/autoname/scoping.py	2	44	6
pyro/distributions/delta.py	pyro/contrib/conjugate/infer.py	2	44	4
pyro/distributions/delta.py	pyro/contrib/oed/glmm/guides.py	2	44	3
pyro/distributions/delta.py	pyro/contrib/oed/search.py	2	44	4
pyro/distributions/delta.py	pyro/distributions/conditional.py	2	44	5
pyro/distributions/delta.py	examples/air/main.py	2	44	37
pyro/distributions/delta.py	examples/capture_recapture/cjs.py	2	44	9
pyro/distributions/delta.py	examples/contrib/autoname/mixture.py	2	44	22
pyro/distributions/delta.py	examples/contrib/autoname/scoping_mixture.py	2	44	22
pyro/distributions/delta.py	examples/contrib/autoname/tree_data.py	2	44	21
pyro/distributions/delta.py	examples/dmm/polyphonic_data_loader.py	2	44	16
pyro/distributions/delta.py	examples/eight_schools/data.py	2	44	3
pyro/distributions/delta.py	examples/eight_schools/svi.py	2	44	22
pyro/distributions/delta.py	examples/einsum.py	2	44	3
pyro/distributions/delta.py	examples/inclined_plane.py	2	44	35
pyro/distributions/delta.py	examples/lda.py	2	44	25
pyro/distributions/delta.py	examples/minipyro.py	2	44	26
pyro/distributions/delta.py	examples/mixed_hmm/experiment.py	2	44	3
pyro/distributions/delta.py	examples/mixed_hmm/model.py	2	44	4
pyro/distributions/delta.py	examples/mixed_hmm/seal_data.py	2	44	5
pyro/distributions/delta.py	examples/rsa/schelling.py	2	44	19
pyro/distributions/delta.py	examples/rsa/schelling_false.py	2	44	19
pyro/distributions/delta.py	profiler/distributions.py	2	44	11
pyro/distributions/delta.py	pyro/contrib/__init__.py	2	44	17
pyro/distributions/delta.py	pyro/contrib/autoname/__init__.py	2	44	5
pyro/distributions/delta.py	pyro/contrib/bnn/__init__.py	2	44	3
pyro/distributions/delta.py	pyro/contrib/bnn/hidden_layer.py	2	44	3
pyro/distributions/delta.py	pyro/contrib/bnn/utils.py	2	44	3
pyro/distributions/delta.py	pyro/contrib/easyguide/__init__.py	2	44	3
pyro/distributions/delta.py	pyro/contrib/easyguide/easyguide.py	2	44	9
pyro/distributions/delta.py	pyro/contrib/gp/kernels/__init__.py	2	44	12
pyro/distributions/delta.py	pyro/contrib/gp/likelihoods/__init__.py	2	44	8
pyro/distributions/delta.py	pyro/contrib/gp/models/__init__.py	2	44	11
pyro/distributions/delta.py	pyro/contrib/oed/util.py	2	44	8
pyro/distributions/delta.py	pyro/contrib/tracking/__init__.py	2	44	3
pyro/distributions/delta.py	pyro/contrib/util.py	2	44	6
pyro/distributions/diag_normal_mixture.py	examples/air/modules.py	2	8	6
pyro/distributions/diag_normal_mixture.py	examples/dmm/dmm.py	2	8	56
pyro/distributions/diag_normal_mixture.py	examples/rsa/semantic_parsing.py	2	8	20
pyro/distributions/diag_normal_mixture.py	examples/vae/utils/custom_mlp.py	2	8	6
pyro/distributions/diag_normal_mixture.py	examples/vae/vae_comparison.py	2	8	29
pyro/distributions/diag_normal_mixture.py	pyro/contrib/autoname/scoping.py	2	8	6
pyro/distributions/diag_normal_mixture.py	pyro/contrib/conjugate/infer.py	2	8	4
pyro/distributions/diag_normal_mixture.py	pyro/contrib/oed/glmm/guides.py	2	8	3
pyro/distributions/diag_normal_mixture.py	pyro/contrib/oed/search.py	2	8	4
pyro/distributions/diag_normal_mixture.py	pyro/distributions/conditional.py	2	8	5
pyro/distributions/diag_normal_mixture.py	examples/air/main.py	2	8	37
pyro/distributions/diag_normal_mixture.py	examples/capture_recapture/cjs.py	2	8	9
pyro/distributions/diag_normal_mixture.py	examples/contrib/autoname/mixture.py	2	8	22
pyro/distributions/diag_normal_mixture.py	examples/contrib/autoname/scoping_mixture.py	2	8	22
pyro/distributions/diag_normal_mixture.py	examples/contrib/autoname/tree_data.py	2	8	21
pyro/distributions/diag_normal_mixture.py	examples/contrib/oed/gp_bayes_opt.py	2	8	9
pyro/distributions/diag_normal_mixture.py	examples/dmm/polyphonic_data_loader.py	2	8	16
pyro/distributions/diag_normal_mixture.py	examples/eight_schools/data.py	2	8	3
pyro/distributions/diag_normal_mixture.py	examples/eight_schools/svi.py	2	8	22
pyro/distributions/diag_normal_mixture.py	examples/einsum.py	2	8	3
pyro/distributions/diag_normal_mixture.py	examples/inclined_plane.py	2	8	35
pyro/distributions/diag_normal_mixture.py	examples/lda.py	2	8	25
pyro/distributions/diag_normal_mixture.py	examples/minipyro.py	2	8	26
pyro/distributions/diag_normal_mixture.py	examples/mixed_hmm/experiment.py	2	8	3
pyro/distributions/diag_normal_mixture.py	examples/mixed_hmm/model.py	2	8	4
pyro/distributions/diag_normal_mixture.py	examples/mixed_hmm/seal_data.py	2	8	5
pyro/distributions/diag_normal_mixture.py	examples/rsa/schelling.py	2	8	19
pyro/distributions/diag_normal_mixture.py	examples/rsa/schelling_false.py	2	8	19
pyro/distributions/diag_normal_mixture.py	profiler/distributions.py	2	8	11
pyro/distributions/diag_normal_mixture.py	pyro/__init__.py	2	8	176
pyro/distributions/diag_normal_mixture.py	pyro/contrib/__init__.py	2	8	17
pyro/distributions/diag_normal_mixture.py	pyro/contrib/autoname/__init__.py	2	8	5
pyro/distributions/diag_normal_mixture.py	pyro/contrib/bnn/__init__.py	2	8	3
pyro/distributions/diag_normal_mixture.py	pyro/contrib/bnn/hidden_layer.py	2	8	3
pyro/distributions/diag_normal_mixture.py	pyro/contrib/bnn/utils.py	2	8	3
pyro/distributions/diag_normal_mixture.py	pyro/contrib/easyguide/__init__.py	2	8	3
pyro/distributions/diag_normal_mixture.py	pyro/contrib/easyguide/easyguide.py	2	8	9
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/__init__.py	2	8	14
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/kernels/__init__.py	2	8	12
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/likelihoods/__init__.py	2	8	8
pyro/distributions/diag_normal_mixture.py	pyro/contrib/gp/models/__init__.py	2	8	11
pyro/distributions/diag_normal_mixture.py	pyro/contrib/oed/util.py	2	8	8
pyro/distributions/diag_normal_mixture.py	pyro/contrib/tracking/__init__.py	2	8	3
pyro/distributions/diag_normal_mixture.py	pyro/contrib/util.py	2	8	6
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/air/modules.py	2	9	6
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/dmm/dmm.py	2	9	56
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/rsa/semantic_parsing.py	2	9	20
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/vae/utils/custom_mlp.py	2	9	6
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/vae/vae_comparison.py	2	9	29
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/autoname/scoping.py	2	9	6
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/conjugate/infer.py	2	9	4
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/oed/glmm/guides.py	2	9	3
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/oed/search.py	2	9	4
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/distributions/conditional.py	2	9	5
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/air/main.py	2	9	37
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/capture_recapture/cjs.py	2	9	9
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/contrib/autoname/mixture.py	2	9	22
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/contrib/autoname/scoping_mixture.py	2	9	22
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/contrib/autoname/tree_data.py	2	9	21
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/contrib/oed/gp_bayes_opt.py	2	9	9
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/dmm/polyphonic_data_loader.py	2	9	16
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/eight_schools/data.py	2	9	3
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/eight_schools/svi.py	2	9	22
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/einsum.py	2	9	3
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/inclined_plane.py	2	9	35
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/lda.py	2	9	25
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/minipyro.py	2	9	26
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/mixed_hmm/experiment.py	2	9	3
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/mixed_hmm/model.py	2	9	4
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/mixed_hmm/seal_data.py	2	9	5
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/rsa/schelling.py	2	9	19
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/rsa/schelling_false.py	2	9	19
pyro/distributions/diag_normal_mixture_shared_cov.py	profiler/distributions.py	2	9	11
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/__init__.py	2	9	176
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/__init__.py	2	9	17
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/autoname/__init__.py	2	9	5
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/bnn/__init__.py	2	9	3
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/bnn/hidden_layer.py	2	9	3
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/bnn/utils.py	2	9	3
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/easyguide/__init__.py	2	9	3
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/easyguide/easyguide.py	2	9	9
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/__init__.py	2	9	14
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/kernels/__init__.py	2	9	12
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/likelihoods/__init__.py	2	9	8
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/gp/models/__init__.py	2	9	11
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/oed/util.py	2	9	8
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/tracking/__init__.py	2	9	3
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/util.py	2	9	6
pyro/distributions/distribution.py	examples/sparse_regression.py	2	44	18
pyro/distributions/distribution.py	examples/air/main.py	2	44	37
pyro/distributions/distribution.py	examples/contrib/autoname/mixture.py	2	44	22
pyro/distributions/distribution.py	examples/contrib/autoname/scoping_mixture.py	2	44	22
pyro/distributions/distribution.py	examples/contrib/autoname/tree_data.py	2	44	21
pyro/distributions/distribution.py	examples/contrib/gp/sv-dkl.py	2	44	34
pyro/distributions/distribution.py	examples/dmm/dmm.py	2	44	56
pyro/distributions/distribution.py	examples/dmm/polyphonic_data_loader.py	2	44	16
pyro/distributions/distribution.py	examples/eight_schools/data.py	2	44	3
pyro/distributions/distribution.py	examples/eight_schools/mcmc.py	2	44	29
pyro/distributions/distribution.py	examples/eight_schools/svi.py	2	44	22
pyro/distributions/distribution.py	examples/einsum.py	2	44	3
pyro/distributions/distribution.py	examples/hmm.py	2	44	45
pyro/distributions/distribution.py	examples/inclined_plane.py	2	44	35
pyro/distributions/distribution.py	examples/lda.py	2	44	25
pyro/distributions/distribution.py	examples/lkj.py	2	44	20
pyro/distributions/distribution.py	examples/minipyro.py	2	44	26
pyro/distributions/distribution.py	examples/mixed_hmm/experiment.py	2	44	3
pyro/distributions/distribution.py	examples/mixed_hmm/model.py	2	44	4
pyro/distributions/distribution.py	examples/rsa/schelling.py	2	44	19
pyro/distributions/distribution.py	examples/rsa/schelling_false.py	2	44	19
pyro/distributions/distribution.py	examples/sparse_gamma_def.py	2	44	28
pyro/distributions/distribution.py	examples/vae/vae_comparison.py	2	44	29
pyro/distributions/distribution.py	profiler/profiling_utils.py	2	44	5
pyro/distributions/distribution.py	pyro/contrib/__init__.py	2	44	17
pyro/distributions/distribution.py	pyro/contrib/autoname/__init__.py	2	44	5
pyro/distributions/distribution.py	pyro/contrib/autoname/named.py	2	44	5
pyro/distributions/distribution.py	pyro/contrib/bnn/__init__.py	2	44	3
pyro/distributions/distribution.py	pyro/contrib/bnn/hidden_layer.py	2	44	3
pyro/distributions/distribution.py	pyro/contrib/bnn/utils.py	2	44	3
pyro/distributions/distribution.py	pyro/contrib/easyguide/__init__.py	2	44	3
pyro/distributions/distribution.py	pyro/contrib/examples/util.py	2	44	9
pyro/distributions/distribution.py	pyro/contrib/gp/kernels/__init__.py	2	44	12
pyro/distributions/distribution.py	pyro/contrib/gp/kernels/brownian.py	2	44	12
pyro/distributions/distribution.py	pyro/contrib/gp/kernels/coregionalize.py	2	44	9
pyro/distributions/distribution.py	pyro/contrib/gp/kernels/dot_product.py	2	44	13
pyro/distributions/distribution.py	pyro/contrib/gp/kernels/kernel.py	2	44	22
pyro/distributions/distribution.py	pyro/contrib/gp/kernels/periodic.py	2	44	12
pyro/distributions/distribution.py	pyro/contrib/gp/kernels/static.py	2	44	13
pyro/distributions/distribution.py	pyro/contrib/gp/likelihoods/__init__.py	2	44	8
pyro/distributions/distribution.py	pyro/contrib/gp/likelihoods/binary.py	2	44	17
pyro/distributions/distribution.py	pyro/contrib/gp/likelihoods/gaussian.py	2	44	18
pyro/distributions/distribution.py	pyro/contrib/gp/likelihoods/likelihood.py	2	44	12
pyro/distributions/distribution.py	pyro/contrib/gp/likelihoods/multi_class.py	2	44	15
pyro/distributions/distribution.py	pyro/contrib/gp/likelihoods/poisson.py	2	44	11
pyro/distributions/distribution.py	pyro/contrib/gp/models/__init__.py	2	44	11
pyro/distributions/distribution.py	pyro/contrib/gp/models/gplvm.py	2	44	12
pyro/distributions/distribution.py	pyro/contrib/gp/models/gpr.py	2	44	27
pyro/distributions/distribution.py	pyro/contrib/gp/models/model.py	2	44	24
pyro/distributions/distribution.py	pyro/contrib/gp/models/sgpr.py	2	44	32
pyro/distributions/distribution.py	pyro/contrib/gp/models/vgp.py	2	44	21
pyro/distributions/distribution.py	pyro/contrib/gp/models/vsgp.py	2	44	11
pyro/distributions/distribution.py	pyro/contrib/gp/parameterized.py	2	44	8
pyro/distributions/distribution.py	pyro/contrib/minipyro.py	2	44	17
pyro/distributions/distribution.py	pyro/contrib/oed/eig.py	2	44	17
pyro/distributions/distribution.py	pyro/contrib/oed/search.py	2	44	4
pyro/distributions/distribution.py	pyro/contrib/oed/util.py	2	44	8
pyro/distributions/distribution.py	pyro/contrib/tracking/__init__.py	2	44	3
pyro/distributions/distribution.py	pyro/contrib/tracking/assignment.py	2	44	9
pyro/distributions/distribution.py	pyro/contrib/tracking/distributions.py	2	44	6
pyro/distributions/distribution.py	pyro/contrib/tracking/dynamic_models.py	2	44	7
pyro/distributions/distribution.py	pyro/contrib/tracking/hashing.py	2	44	8
pyro/distributions/distribution.py	pyro/contrib/tracking/measurements.py	2	44	5
pyro/distributions/distribution.py	pyro/contrib/util.py	2	44	6
pyro/distributions/distribution.py	pyro/distributions/avf_mvn.py	2	44	6
pyro/distributions/distribution.py	pyro/distributions/conjugate.py	2	44	13
pyro/distributions/distribution.py	pyro/distributions/diag_normal_mixture.py	2	44	8
pyro/distributions/distribution.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	44	9
pyro/distributions/empirical.py	examples/air/modules.py	2	13	6
pyro/distributions/empirical.py	examples/dmm/dmm.py	2	13	56
pyro/distributions/empirical.py	examples/rsa/semantic_parsing.py	2	13	20
pyro/distributions/empirical.py	examples/vae/vae.py	2	13	29
pyro/distributions/empirical.py	pyro/contrib/autoname/scoping.py	2	13	6
pyro/distributions/empirical.py	pyro/contrib/conjugate/infer.py	2	13	4
pyro/distributions/empirical.py	pyro/contrib/oed/glmm/guides.py	2	13	3
pyro/distributions/empirical.py	pyro/contrib/oed/search.py	2	13	4
pyro/distributions/empirical.py	pyro/contrib/tracking/dynamic_models.py	2	13	7
pyro/distributions/empirical.py	pyro/contrib/tracking/extended_kalman_filter.py	2	13	8
pyro/distributions/empirical.py	pyro/contrib/tracking/measurements.py	2	13	5
pyro/distributions/empirical.py	pyro/distributions/conditional.py	2	13	5
pyro/distributions/empirical.py	examples/capture_recapture/cjs.py	2	13	9
pyro/distributions/empirical.py	examples/contrib/autoname/mixture.py	2	13	22
pyro/distributions/empirical.py	examples/contrib/autoname/scoping_mixture.py	2	13	22
pyro/distributions/empirical.py	examples/contrib/autoname/tree_data.py	2	13	21
pyro/distributions/empirical.py	examples/dmm/polyphonic_data_loader.py	2	13	16
pyro/distributions/empirical.py	examples/eight_schools/data.py	2	13	3
pyro/distributions/empirical.py	examples/einsum.py	2	13	3
pyro/distributions/empirical.py	examples/lda.py	2	13	25
pyro/distributions/empirical.py	examples/lkj.py	2	13	20
pyro/distributions/empirical.py	examples/minipyro.py	2	13	26
pyro/distributions/empirical.py	examples/mixed_hmm/experiment.py	2	13	3
pyro/distributions/empirical.py	examples/mixed_hmm/model.py	2	13	4
pyro/distributions/empirical.py	examples/mixed_hmm/seal_data.py	2	13	5
pyro/distributions/empirical.py	examples/rsa/schelling.py	2	13	19
pyro/distributions/empirical.py	examples/rsa/schelling_false.py	2	13	19
pyro/distributions/empirical.py	pyro/contrib/autoname/__init__.py	2	13	5
pyro/distributions/empirical.py	pyro/contrib/bnn/__init__.py	2	13	3
pyro/distributions/empirical.py	pyro/contrib/bnn/hidden_layer.py	2	13	3
pyro/distributions/empirical.py	pyro/contrib/bnn/utils.py	2	13	3
pyro/distributions/empirical.py	pyro/contrib/easyguide/__init__.py	2	13	3
pyro/distributions/empirical.py	pyro/contrib/easyguide/easyguide.py	2	13	9
pyro/distributions/empirical.py	pyro/contrib/examples/util.py	2	13	9
pyro/distributions/empirical.py	pyro/contrib/gp/likelihoods/__init__.py	2	13	8
pyro/distributions/empirical.py	pyro/contrib/oed/util.py	2	13	8
pyro/distributions/empirical.py	pyro/contrib/tracking/__init__.py	2	13	3
pyro/distributions/empirical.py	pyro/contrib/util.py	2	13	6
pyro/distributions/extended.py	examples/sir_hmc.py	2	3	11
pyro/distributions/folded.py	pyro/distributions/__init__.py	2	2	114
pyro/distributions/gaussian_scale_mixture.py	examples/air/air.py	2	9	36
pyro/distributions/gaussian_scale_mixture.py	examples/rsa/semantic_parsing.py	2	9	20
pyro/distributions/gaussian_scale_mixture.py	examples/vae/ss_vae_M2.py	2	9	34
pyro/distributions/gaussian_scale_mixture.py	examples/vae/utils/custom_mlp.py	2	9	6
pyro/distributions/gaussian_scale_mixture.py	examples/vae/utils/mnist_cached.py	2	9	9
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/autoname/scoping.py	2	9	6
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/conjugate/infer.py	2	9	4
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/oed/glmm/guides.py	2	9	3
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/oed/search.py	2	9	4
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/tracking/dynamic_models.py	2	9	7
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/tracking/extended_kalman_filter.py	2	9	8
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/tracking/measurements.py	2	9	5
pyro/distributions/gaussian_scale_mixture.py	pyro/distributions/conditional.py	2	9	5
pyro/distributions/gaussian_scale_mixture.py	examples/air/main.py	2	9	37
pyro/distributions/gaussian_scale_mixture.py	examples/baseball.py	2	9	46
pyro/distributions/gaussian_scale_mixture.py	examples/capture_recapture/cjs.py	2	9	9
pyro/distributions/gaussian_scale_mixture.py	examples/contrib/autoname/mixture.py	2	9	22
pyro/distributions/gaussian_scale_mixture.py	examples/contrib/autoname/scoping_mixture.py	2	9	22
pyro/distributions/gaussian_scale_mixture.py	examples/contrib/autoname/tree_data.py	2	9	21
pyro/distributions/gaussian_scale_mixture.py	examples/eight_schools/data.py	2	9	3
pyro/distributions/gaussian_scale_mixture.py	examples/eight_schools/mcmc.py	2	9	29
pyro/distributions/gaussian_scale_mixture.py	examples/eight_schools/svi.py	2	9	22
pyro/distributions/gaussian_scale_mixture.py	examples/einsum.py	2	9	3
pyro/distributions/gaussian_scale_mixture.py	examples/inclined_plane.py	2	9	35
pyro/distributions/gaussian_scale_mixture.py	examples/lda.py	2	9	25
pyro/distributions/gaussian_scale_mixture.py	examples/lkj.py	2	9	20
pyro/distributions/gaussian_scale_mixture.py	examples/minipyro.py	2	9	26
pyro/distributions/gaussian_scale_mixture.py	examples/mixed_hmm/experiment.py	2	9	3
pyro/distributions/gaussian_scale_mixture.py	examples/mixed_hmm/model.py	2	9	4
pyro/distributions/gaussian_scale_mixture.py	examples/mixed_hmm/seal_data.py	2	9	5
pyro/distributions/gaussian_scale_mixture.py	examples/rsa/schelling.py	2	9	19
pyro/distributions/gaussian_scale_mixture.py	examples/rsa/schelling_false.py	2	9	19
pyro/distributions/gaussian_scale_mixture.py	profiler/distributions.py	2	9	11
pyro/distributions/gaussian_scale_mixture.py	pyro/__init__.py	2	9	176
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/__init__.py	2	9	17
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/autoname/__init__.py	2	9	5
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/bnn/__init__.py	2	9	3
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/bnn/hidden_layer.py	2	9	3
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/bnn/utils.py	2	9	3
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/easyguide/__init__.py	2	9	3
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/easyguide/easyguide.py	2	9	9
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/examples/util.py	2	9	9
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/__init__.py	2	9	14
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/kernels/__init__.py	2	9	12
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/likelihoods/__init__.py	2	9	8
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/models/__init__.py	2	9	11
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/gp/util.py	2	9	19
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/oed/util.py	2	9	8
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/tracking/__init__.py	2	9	3
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/util.py	2	9	6
pyro/distributions/gaussian_scale_mixture.py	pyro/distributions/distribution.py	2	9	44
pyro/distributions/hmm.py	examples/sir_hmc.py	2	30	11
pyro/distributions/hmm.py	pyro/contrib/forecast/util.py	2	30	9
pyro/distributions/hmm.py	examples/air/air.py	2	30	36
pyro/distributions/hmm.py	examples/air/modules.py	2	30	6
pyro/distributions/hmm.py	examples/dmm/dmm.py	2	30	56
pyro/distributions/hmm.py	examples/rsa/semantic_parsing.py	2	30	20
pyro/distributions/hmm.py	examples/vae/ss_vae_M2.py	2	30	34
pyro/distributions/hmm.py	examples/vae/utils/custom_mlp.py	2	30	6
pyro/distributions/hmm.py	examples/vae/utils/mnist_cached.py	2	30	9
pyro/distributions/hmm.py	examples/vae/vae.py	2	30	29
pyro/distributions/hmm.py	examples/vae/vae_comparison.py	2	30	29
pyro/distributions/hmm.py	pyro/contrib/autoname/scoping.py	2	30	6
pyro/distributions/hmm.py	pyro/contrib/conjugate/infer.py	2	30	4
pyro/distributions/hmm.py	pyro/contrib/oed/glmm/guides.py	2	30	3
pyro/distributions/hmm.py	pyro/contrib/oed/search.py	2	30	4
pyro/distributions/hmm.py	pyro/contrib/tracking/dynamic_models.py	2	30	7
pyro/distributions/hmm.py	pyro/contrib/tracking/extended_kalman_filter.py	2	30	8
pyro/distributions/hmm.py	pyro/contrib/tracking/measurements.py	2	30	5
pyro/distributions/hmm.py	pyro/distributions/conditional.py	2	30	5
pyro/distributions/hmm.py	examples/air/main.py	2	30	37
pyro/distributions/hmm.py	examples/baseball.py	2	30	46
pyro/distributions/hmm.py	examples/capture_recapture/cjs.py	2	30	9
pyro/distributions/hmm.py	examples/contrib/autoname/mixture.py	2	30	22
pyro/distributions/hmm.py	examples/contrib/autoname/scoping_mixture.py	2	30	22
pyro/distributions/hmm.py	examples/contrib/autoname/tree_data.py	2	30	21
pyro/distributions/hmm.py	examples/eight_schools/data.py	2	30	3
pyro/distributions/hmm.py	examples/eight_schools/mcmc.py	2	30	29
pyro/distributions/hmm.py	examples/eight_schools/svi.py	2	30	22
pyro/distributions/hmm.py	examples/einsum.py	2	30	3
pyro/distributions/hmm.py	examples/inclined_plane.py	2	30	35
pyro/distributions/hmm.py	examples/lda.py	2	30	25
pyro/distributions/hmm.py	examples/lkj.py	2	30	20
pyro/distributions/hmm.py	examples/minipyro.py	2	30	26
pyro/distributions/hmm.py	examples/mixed_hmm/experiment.py	2	30	3
pyro/distributions/hmm.py	examples/mixed_hmm/model.py	2	30	4
pyro/distributions/hmm.py	examples/mixed_hmm/seal_data.py	2	30	5
pyro/distributions/hmm.py	examples/rsa/schelling.py	2	30	19
pyro/distributions/hmm.py	examples/rsa/schelling_false.py	2	30	19
pyro/distributions/hmm.py	profiler/distributions.py	2	30	11
pyro/distributions/hmm.py	pyro/__init__.py	2	30	176
pyro/distributions/hmm.py	pyro/contrib/__init__.py	2	30	17
pyro/distributions/hmm.py	pyro/contrib/autoname/__init__.py	2	30	5
pyro/distributions/hmm.py	pyro/contrib/bnn/__init__.py	2	30	3
pyro/distributions/hmm.py	pyro/contrib/bnn/hidden_layer.py	2	30	3
pyro/distributions/hmm.py	pyro/contrib/bnn/utils.py	2	30	3
pyro/distributions/hmm.py	pyro/contrib/easyguide/__init__.py	2	30	3
pyro/distributions/hmm.py	pyro/contrib/easyguide/easyguide.py	2	30	9
pyro/distributions/hmm.py	pyro/contrib/examples/util.py	2	30	9
pyro/distributions/hmm.py	pyro/contrib/gp/__init__.py	2	30	14
pyro/distributions/hmm.py	pyro/contrib/gp/kernels/__init__.py	2	30	12
pyro/distributions/hmm.py	pyro/contrib/gp/likelihoods/__init__.py	2	30	8
pyro/distributions/hmm.py	pyro/contrib/gp/models/__init__.py	2	30	11
pyro/distributions/hmm.py	pyro/contrib/gp/util.py	2	30	19
pyro/distributions/hmm.py	pyro/contrib/oed/util.py	2	30	8
pyro/distributions/hmm.py	pyro/contrib/tracking/__init__.py	2	30	3
pyro/distributions/hmm.py	pyro/contrib/util.py	2	30	6
pyro/distributions/inverse_gamma.py	examples/air/air.py	2	6	36
pyro/distributions/inverse_gamma.py	examples/air/modules.py	2	6	6
pyro/distributions/inverse_gamma.py	examples/dmm/dmm.py	2	6	56
pyro/distributions/inverse_gamma.py	examples/rsa/semantic_parsing.py	2	6	20
pyro/distributions/inverse_gamma.py	examples/vae/ss_vae_M2.py	2	6	34
pyro/distributions/inverse_gamma.py	examples/vae/utils/custom_mlp.py	2	6	6
pyro/distributions/inverse_gamma.py	examples/vae/utils/mnist_cached.py	2	6	9
pyro/distributions/inverse_gamma.py	examples/vae/vae.py	2	6	29
pyro/distributions/inverse_gamma.py	examples/vae/vae_comparison.py	2	6	29
pyro/distributions/inverse_gamma.py	pyro/contrib/autoname/scoping.py	2	6	6
pyro/distributions/inverse_gamma.py	pyro/contrib/conjugate/infer.py	2	6	4
pyro/distributions/inverse_gamma.py	pyro/contrib/oed/glmm/guides.py	2	6	3
pyro/distributions/inverse_gamma.py	pyro/contrib/oed/search.py	2	6	4
pyro/distributions/inverse_gamma.py	pyro/contrib/tracking/dynamic_models.py	2	6	7
pyro/distributions/inverse_gamma.py	pyro/contrib/tracking/extended_kalman_filter.py	2	6	8
pyro/distributions/inverse_gamma.py	pyro/contrib/tracking/measurements.py	2	6	5
pyro/distributions/inverse_gamma.py	pyro/distributions/conditional.py	2	6	5
pyro/distributions/inverse_gamma.py	examples/air/main.py	2	6	37
pyro/distributions/inverse_gamma.py	examples/baseball.py	2	6	46
pyro/distributions/inverse_gamma.py	examples/capture_recapture/cjs.py	2	6	9
pyro/distributions/inverse_gamma.py	examples/contrib/autoname/mixture.py	2	6	22
pyro/distributions/inverse_gamma.py	examples/contrib/autoname/scoping_mixture.py	2	6	22
pyro/distributions/inverse_gamma.py	examples/contrib/autoname/tree_data.py	2	6	21
pyro/distributions/inverse_gamma.py	examples/eight_schools/data.py	2	6	3
pyro/distributions/inverse_gamma.py	examples/eight_schools/mcmc.py	2	6	29
pyro/distributions/inverse_gamma.py	examples/eight_schools/svi.py	2	6	22
pyro/distributions/inverse_gamma.py	examples/einsum.py	2	6	3
pyro/distributions/inverse_gamma.py	examples/inclined_plane.py	2	6	35
pyro/distributions/inverse_gamma.py	examples/lda.py	2	6	25
pyro/distributions/inverse_gamma.py	examples/lkj.py	2	6	20
pyro/distributions/inverse_gamma.py	examples/minipyro.py	2	6	26
pyro/distributions/inverse_gamma.py	examples/mixed_hmm/experiment.py	2	6	3
pyro/distributions/inverse_gamma.py	examples/mixed_hmm/model.py	2	6	4
pyro/distributions/inverse_gamma.py	examples/mixed_hmm/seal_data.py	2	6	5
pyro/distributions/inverse_gamma.py	examples/rsa/schelling.py	2	6	19
pyro/distributions/inverse_gamma.py	examples/rsa/schelling_false.py	2	6	19
pyro/distributions/inverse_gamma.py	profiler/distributions.py	2	6	11
pyro/distributions/inverse_gamma.py	pyro/__init__.py	2	6	176
pyro/distributions/inverse_gamma.py	pyro/contrib/__init__.py	2	6	17
pyro/distributions/inverse_gamma.py	pyro/contrib/autoname/__init__.py	2	6	5
pyro/distributions/inverse_gamma.py	pyro/contrib/bnn/__init__.py	2	6	3
pyro/distributions/inverse_gamma.py	pyro/contrib/bnn/hidden_layer.py	2	6	3
pyro/distributions/inverse_gamma.py	pyro/contrib/bnn/utils.py	2	6	3
pyro/distributions/inverse_gamma.py	pyro/contrib/easyguide/__init__.py	2	6	3
pyro/distributions/inverse_gamma.py	pyro/contrib/easyguide/easyguide.py	2	6	9
pyro/distributions/inverse_gamma.py	pyro/contrib/examples/util.py	2	6	9
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/__init__.py	2	6	14
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/kernels/__init__.py	2	6	12
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/likelihoods/__init__.py	2	6	8
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/models/__init__.py	2	6	11
pyro/distributions/inverse_gamma.py	pyro/contrib/gp/util.py	2	6	19
pyro/distributions/inverse_gamma.py	pyro/contrib/oed/util.py	2	6	8
pyro/distributions/inverse_gamma.py	pyro/contrib/tracking/__init__.py	2	6	3
pyro/distributions/inverse_gamma.py	pyro/contrib/util.py	2	6	6
pyro/distributions/inverse_gamma.py	pyro/distributions/distribution.py	2	6	44
pyro/distributions/kl.py	pyro/distributions/__init__.py	2	3	114
pyro/distributions/lkj.py	examples/air/modules.py	2	10	6
pyro/distributions/lkj.py	examples/rsa/semantic_parsing.py	2	10	20
pyro/distributions/lkj.py	examples/vae/utils/custom_mlp.py	2	10	6
pyro/distributions/lkj.py	examples/vae/utils/mnist_cached.py	2	10	9
pyro/distributions/lkj.py	examples/vae/vae_comparison.py	2	10	29
pyro/distributions/lkj.py	pyro/contrib/autoname/scoping.py	2	10	6
pyro/distributions/lkj.py	pyro/contrib/conjugate/infer.py	2	10	4
pyro/distributions/lkj.py	pyro/contrib/oed/glmm/guides.py	2	10	3
pyro/distributions/lkj.py	pyro/contrib/oed/search.py	2	10	4
pyro/distributions/lkj.py	pyro/distributions/conditional.py	2	10	5
pyro/distributions/lkj.py	examples/air/main.py	2	10	37
pyro/distributions/lkj.py	examples/capture_recapture/cjs.py	2	10	9
pyro/distributions/lkj.py	examples/contrib/autoname/mixture.py	2	10	22
pyro/distributions/lkj.py	examples/contrib/autoname/scoping_mixture.py	2	10	22
pyro/distributions/lkj.py	examples/contrib/autoname/tree_data.py	2	10	21
pyro/distributions/lkj.py	examples/contrib/oed/gp_bayes_opt.py	2	10	9
pyro/distributions/lkj.py	examples/dmm/polyphonic_data_loader.py	2	10	16
pyro/distributions/lkj.py	examples/eight_schools/data.py	2	10	3
pyro/distributions/lkj.py	examples/eight_schools/mcmc.py	2	10	29
pyro/distributions/lkj.py	examples/eight_schools/svi.py	2	10	22
pyro/distributions/lkj.py	examples/einsum.py	2	10	3
pyro/distributions/lkj.py	examples/inclined_plane.py	2	10	35
pyro/distributions/lkj.py	examples/lda.py	2	10	25
pyro/distributions/lkj.py	examples/minipyro.py	2	10	26
pyro/distributions/lkj.py	examples/mixed_hmm/experiment.py	2	10	3
pyro/distributions/lkj.py	examples/mixed_hmm/model.py	2	10	4
pyro/distributions/lkj.py	examples/mixed_hmm/seal_data.py	2	10	5
pyro/distributions/lkj.py	examples/rsa/schelling.py	2	10	19
pyro/distributions/lkj.py	examples/rsa/schelling_false.py	2	10	19
pyro/distributions/lkj.py	profiler/distributions.py	2	10	11
pyro/distributions/lkj.py	pyro/__init__.py	2	10	176
pyro/distributions/lkj.py	pyro/contrib/__init__.py	2	10	17
pyro/distributions/lkj.py	pyro/contrib/autoname/__init__.py	2	10	5
pyro/distributions/lkj.py	pyro/contrib/bnn/__init__.py	2	10	3
pyro/distributions/lkj.py	pyro/contrib/bnn/hidden_layer.py	2	10	3
pyro/distributions/lkj.py	pyro/contrib/bnn/utils.py	2	10	3
pyro/distributions/lkj.py	pyro/contrib/easyguide/__init__.py	2	10	3
pyro/distributions/lkj.py	pyro/contrib/easyguide/easyguide.py	2	10	9
pyro/distributions/lkj.py	pyro/contrib/examples/util.py	2	10	9
pyro/distributions/lkj.py	pyro/contrib/gp/__init__.py	2	10	14
pyro/distributions/lkj.py	pyro/contrib/gp/kernels/__init__.py	2	10	12
pyro/distributions/lkj.py	pyro/contrib/gp/likelihoods/__init__.py	2	10	8
pyro/distributions/lkj.py	pyro/contrib/gp/models/__init__.py	2	10	11
pyro/distributions/lkj.py	pyro/contrib/gp/util.py	2	10	19
pyro/distributions/lkj.py	pyro/contrib/oed/util.py	2	10	8
pyro/distributions/lkj.py	pyro/contrib/tracking/__init__.py	2	10	3
pyro/distributions/lkj.py	pyro/contrib/util.py	2	10	6
pyro/distributions/lkj.py	pyro/distributions/constraints.py	2	10	4
pyro/distributions/lkj.py	pyro/distributions/distribution.py	2	10	44
pyro/distributions/mixture.py	examples/air/modules.py	2	8	6
pyro/distributions/mixture.py	examples/rsa/semantic_parsing.py	2	8	20
pyro/distributions/mixture.py	examples/vae/utils/custom_mlp.py	2	8	6
pyro/distributions/mixture.py	examples/vae/utils/mnist_cached.py	2	8	9
pyro/distributions/mixture.py	pyro/contrib/autoname/scoping.py	2	8	6
pyro/distributions/mixture.py	pyro/contrib/conjugate/infer.py	2	8	4
pyro/distributions/mixture.py	pyro/contrib/oed/glmm/guides.py	2	8	3
pyro/distributions/mixture.py	pyro/contrib/oed/search.py	2	8	4
pyro/distributions/mixture.py	pyro/contrib/tracking/dynamic_models.py	2	8	7
pyro/distributions/mixture.py	pyro/contrib/tracking/extended_kalman_filter.py	2	8	8
pyro/distributions/mixture.py	pyro/contrib/tracking/measurements.py	2	8	5
pyro/distributions/mixture.py	pyro/distributions/conditional.py	2	8	5
pyro/distributions/mixture.py	examples/air/main.py	2	8	37
pyro/distributions/mixture.py	examples/baseball.py	2	8	46
pyro/distributions/mixture.py	examples/contrib/autoname/mixture.py	2	8	22
pyro/distributions/mixture.py	examples/contrib/autoname/tree_data.py	2	8	21
pyro/distributions/mixture.py	examples/eight_schools/data.py	2	8	3
pyro/distributions/mixture.py	examples/eight_schools/mcmc.py	2	8	29
pyro/distributions/mixture.py	examples/eight_schools/svi.py	2	8	22
pyro/distributions/mixture.py	examples/einsum.py	2	8	3
pyro/distributions/mixture.py	examples/inclined_plane.py	2	8	35
pyro/distributions/mixture.py	examples/lkj.py	2	8	20
pyro/distributions/mixture.py	examples/minipyro.py	2	8	26
pyro/distributions/mixture.py	examples/mixed_hmm/experiment.py	2	8	3
pyro/distributions/mixture.py	examples/mixed_hmm/model.py	2	8	4
pyro/distributions/mixture.py	examples/mixed_hmm/seal_data.py	2	8	5
pyro/distributions/mixture.py	examples/rsa/schelling.py	2	8	19
pyro/distributions/mixture.py	examples/rsa/schelling_false.py	2	8	19
pyro/distributions/mixture.py	examples/sparse_regression.py	2	8	18
pyro/distributions/mixture.py	profiler/distributions.py	2	8	11
pyro/distributions/mixture.py	pyro/contrib/__init__.py	2	8	17
pyro/distributions/mixture.py	pyro/contrib/autoname/__init__.py	2	8	5
pyro/distributions/mixture.py	pyro/contrib/bnn/__init__.py	2	8	3
pyro/distributions/mixture.py	pyro/contrib/bnn/hidden_layer.py	2	8	3
pyro/distributions/mixture.py	pyro/contrib/bnn/utils.py	2	8	3
pyro/distributions/mixture.py	pyro/contrib/easyguide/__init__.py	2	8	3
pyro/distributions/mixture.py	pyro/contrib/easyguide/easyguide.py	2	8	9
pyro/distributions/mixture.py	pyro/contrib/examples/util.py	2	8	9
pyro/distributions/mixture.py	pyro/contrib/gp/__init__.py	2	8	14
pyro/distributions/mixture.py	pyro/contrib/gp/kernels/__init__.py	2	8	12
pyro/distributions/mixture.py	pyro/contrib/gp/likelihoods/__init__.py	2	8	8
pyro/distributions/mixture.py	pyro/contrib/gp/models/__init__.py	2	8	11
pyro/distributions/mixture.py	pyro/contrib/gp/util.py	2	8	19
pyro/distributions/mixture.py	pyro/contrib/oed/util.py	2	8	8
pyro/distributions/mixture.py	pyro/contrib/tracking/__init__.py	2	8	3
pyro/distributions/mixture.py	pyro/contrib/util.py	2	8	6
pyro/distributions/mixture.py	pyro/distributions/distribution.py	2	8	44
pyro/distributions/multivariate_studentt.py	examples/air/air.py	2	5	36
pyro/distributions/multivariate_studentt.py	examples/air/modules.py	2	5	6
pyro/distributions/multivariate_studentt.py	examples/contrib/gp/sv-dkl.py	2	5	34
pyro/distributions/multivariate_studentt.py	examples/dmm/dmm.py	2	5	56
pyro/distributions/multivariate_studentt.py	examples/hmm.py	2	5	45
pyro/distributions/multivariate_studentt.py	examples/rsa/search_inference.py	2	5	9
pyro/distributions/multivariate_studentt.py	examples/rsa/semantic_parsing.py	2	5	20
pyro/distributions/multivariate_studentt.py	examples/sparse_gamma_def.py	2	5	28
pyro/distributions/multivariate_studentt.py	examples/vae/ss_vae_M2.py	2	5	34
pyro/distributions/multivariate_studentt.py	examples/vae/utils/custom_mlp.py	2	5	6
pyro/distributions/multivariate_studentt.py	examples/vae/utils/mnist_cached.py	2	5	9
pyro/distributions/multivariate_studentt.py	examples/vae/vae.py	2	5	29
pyro/distributions/multivariate_studentt.py	examples/vae/vae_comparison.py	2	5	29
pyro/distributions/multivariate_studentt.py	profiler/profiling_utils.py	2	5	5
pyro/distributions/multivariate_studentt.py	pyro/contrib/autoname/named.py	2	5	5
pyro/distributions/multivariate_studentt.py	pyro/contrib/autoname/scoping.py	2	5	6
pyro/distributions/multivariate_studentt.py	pyro/contrib/conjugate/infer.py	2	5	4
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/kernels/brownian.py	2	5	12
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/kernels/coregionalize.py	2	5	9
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/kernels/dot_product.py	2	5	13
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/kernels/isotropic.py	2	5	14
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/kernels/kernel.py	2	5	22
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/kernels/periodic.py	2	5	12
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/kernels/static.py	2	5	13
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/likelihoods/binary.py	2	5	17
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/likelihoods/gaussian.py	2	5	18
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/likelihoods/likelihood.py	2	5	12
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/likelihoods/multi_class.py	2	5	15
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/likelihoods/poisson.py	2	5	11
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/models/gplvm.py	2	5	12
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/models/gpr.py	2	5	27
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/models/model.py	2	5	24
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/models/sgpr.py	2	5	32
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/models/vgp.py	2	5	21
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/models/vsgp.py	2	5	11
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/parameterized.py	2	5	8
pyro/distributions/multivariate_studentt.py	pyro/contrib/minipyro.py	2	5	17
pyro/distributions/multivariate_studentt.py	pyro/contrib/oed/eig.py	2	5	17
pyro/distributions/multivariate_studentt.py	pyro/contrib/oed/glmm/guides.py	2	5	3
pyro/distributions/multivariate_studentt.py	pyro/contrib/oed/search.py	2	5	4
pyro/distributions/multivariate_studentt.py	pyro/contrib/tracking/assignment.py	2	5	9
pyro/distributions/multivariate_studentt.py	pyro/contrib/tracking/distributions.py	2	5	6
pyro/distributions/multivariate_studentt.py	pyro/contrib/tracking/dynamic_models.py	2	5	7
pyro/distributions/multivariate_studentt.py	pyro/contrib/tracking/extended_kalman_filter.py	2	5	8
pyro/distributions/multivariate_studentt.py	pyro/contrib/tracking/hashing.py	2	5	8
pyro/distributions/multivariate_studentt.py	pyro/contrib/tracking/measurements.py	2	5	5
pyro/distributions/multivariate_studentt.py	pyro/distributions/avf_mvn.py	2	5	6
pyro/distributions/multivariate_studentt.py	pyro/distributions/conditional.py	2	5	5
pyro/distributions/multivariate_studentt.py	pyro/distributions/conjugate.py	2	5	13
pyro/distributions/multivariate_studentt.py	pyro/distributions/delta.py	2	5	44
pyro/distributions/multivariate_studentt.py	pyro/distributions/diag_normal_mixture.py	2	5	8
pyro/distributions/multivariate_studentt.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	5	9
pyro/distributions/multivariate_studentt.py	pyro/distributions/empirical.py	2	5	13
pyro/distributions/multivariate_studentt.py	pyro/distributions/gaussian_scale_mixture.py	2	5	9
pyro/distributions/multivariate_studentt.py	pyro/distributions/hmm.py	2	5	30
pyro/distributions/multivariate_studentt.py	pyro/distributions/inverse_gamma.py	2	5	6
pyro/distributions/multivariate_studentt.py	pyro/distributions/lkj.py	2	5	10
pyro/distributions/multivariate_studentt.py	pyro/distributions/mixture.py	2	5	8
pyro/distributions/multivariate_studentt.py	pyro/distributions/__init__.py	2	5	114
pyro/distributions/omt_mvn.py	examples/air/modules.py	2	18	6
pyro/distributions/omt_mvn.py	examples/dmm/dmm.py	2	18	56
pyro/distributions/omt_mvn.py	examples/rsa/semantic_parsing.py	2	18	20
pyro/distributions/omt_mvn.py	examples/vae/utils/custom_mlp.py	2	18	6
pyro/distributions/omt_mvn.py	examples/vae/vae_comparison.py	2	18	29
pyro/distributions/omt_mvn.py	pyro/contrib/autoname/scoping.py	2	18	6
pyro/distributions/omt_mvn.py	pyro/contrib/conjugate/infer.py	2	18	4
pyro/distributions/omt_mvn.py	pyro/contrib/oed/glmm/guides.py	2	18	3
pyro/distributions/omt_mvn.py	pyro/contrib/oed/search.py	2	18	4
pyro/distributions/omt_mvn.py	pyro/distributions/conditional.py	2	18	5
pyro/distributions/omt_mvn.py	pyro/distributions/multivariate_studentt.py	2	18	5
pyro/distributions/omt_mvn.py	examples/air/main.py	2	18	37
pyro/distributions/omt_mvn.py	examples/capture_recapture/cjs.py	2	18	9
pyro/distributions/omt_mvn.py	examples/contrib/autoname/mixture.py	2	18	22
pyro/distributions/omt_mvn.py	examples/contrib/autoname/scoping_mixture.py	2	18	22
pyro/distributions/omt_mvn.py	examples/contrib/autoname/tree_data.py	2	18	21
pyro/distributions/omt_mvn.py	examples/dmm/polyphonic_data_loader.py	2	18	16
pyro/distributions/omt_mvn.py	examples/eight_schools/data.py	2	18	3
pyro/distributions/omt_mvn.py	examples/eight_schools/svi.py	2	18	22
pyro/distributions/omt_mvn.py	examples/einsum.py	2	18	3
pyro/distributions/omt_mvn.py	examples/inclined_plane.py	2	18	35
pyro/distributions/omt_mvn.py	examples/lda.py	2	18	25
pyro/distributions/omt_mvn.py	examples/minipyro.py	2	18	26
pyro/distributions/omt_mvn.py	examples/mixed_hmm/experiment.py	2	18	3
pyro/distributions/omt_mvn.py	examples/mixed_hmm/model.py	2	18	4
pyro/distributions/omt_mvn.py	examples/mixed_hmm/seal_data.py	2	18	5
pyro/distributions/omt_mvn.py	examples/rsa/schelling.py	2	18	19
pyro/distributions/omt_mvn.py	examples/rsa/schelling_false.py	2	18	19
pyro/distributions/omt_mvn.py	profiler/distributions.py	2	18	11
pyro/distributions/omt_mvn.py	pyro/__init__.py	2	18	176
pyro/distributions/omt_mvn.py	pyro/contrib/autoname/__init__.py	2	18	5
pyro/distributions/omt_mvn.py	pyro/contrib/bnn/__init__.py	2	18	3
pyro/distributions/omt_mvn.py	pyro/contrib/bnn/hidden_layer.py	2	18	3
pyro/distributions/omt_mvn.py	pyro/contrib/bnn/utils.py	2	18	3
pyro/distributions/omt_mvn.py	pyro/contrib/easyguide/__init__.py	2	18	3
pyro/distributions/omt_mvn.py	pyro/contrib/easyguide/easyguide.py	2	18	9
pyro/distributions/omt_mvn.py	pyro/contrib/oed/util.py	2	18	8
pyro/distributions/omt_mvn.py	pyro/contrib/tracking/__init__.py	2	18	3
pyro/distributions/omt_mvn.py	pyro/contrib/util.py	2	18	6
pyro/distributions/rejector.py	examples/air/main.py	2	10	37
pyro/distributions/rejector.py	examples/baseball.py	2	10	46
pyro/distributions/rejector.py	examples/contrib/autoname/mixture.py	2	10	22
pyro/distributions/rejector.py	examples/contrib/autoname/scoping_mixture.py	2	10	22
pyro/distributions/rejector.py	examples/contrib/autoname/tree_data.py	2	10	21
pyro/distributions/rejector.py	examples/contrib/gp/sv-dkl.py	2	10	34
pyro/distributions/rejector.py	examples/dmm/dmm.py	2	10	56
pyro/distributions/rejector.py	examples/eight_schools/data.py	2	10	3
pyro/distributions/rejector.py	examples/eight_schools/mcmc.py	2	10	29
pyro/distributions/rejector.py	examples/eight_schools/svi.py	2	10	22
pyro/distributions/rejector.py	examples/einsum.py	2	10	3
pyro/distributions/rejector.py	examples/hmm.py	2	10	45
pyro/distributions/rejector.py	examples/inclined_plane.py	2	10	35
pyro/distributions/rejector.py	examples/lda.py	2	10	25
pyro/distributions/rejector.py	examples/lkj.py	2	10	20
pyro/distributions/rejector.py	examples/minipyro.py	2	10	26
pyro/distributions/rejector.py	examples/mixed_hmm/experiment.py	2	10	3
pyro/distributions/rejector.py	examples/mixed_hmm/model.py	2	10	4
pyro/distributions/rejector.py	examples/mixed_hmm/seal_data.py	2	10	5
pyro/distributions/rejector.py	examples/rsa/schelling.py	2	10	19
pyro/distributions/rejector.py	examples/rsa/schelling_false.py	2	10	19
pyro/distributions/rejector.py	examples/rsa/search_inference.py	2	10	9
pyro/distributions/rejector.py	examples/sparse_gamma_def.py	2	10	28
pyro/distributions/rejector.py	examples/sparse_regression.py	2	10	18
pyro/distributions/rejector.py	profiler/profiling_utils.py	2	10	5
pyro/distributions/rejector.py	pyro/contrib/__init__.py	2	10	17
pyro/distributions/rejector.py	pyro/contrib/autoname/__init__.py	2	10	5
pyro/distributions/rejector.py	pyro/contrib/autoname/named.py	2	10	5
pyro/distributions/rejector.py	pyro/contrib/bnn/__init__.py	2	10	3
pyro/distributions/rejector.py	pyro/contrib/bnn/hidden_layer.py	2	10	3
pyro/distributions/rejector.py	pyro/contrib/bnn/utils.py	2	10	3
pyro/distributions/rejector.py	pyro/contrib/easyguide/__init__.py	2	10	3
pyro/distributions/rejector.py	pyro/contrib/easyguide/easyguide.py	2	10	9
pyro/distributions/rejector.py	pyro/contrib/examples/util.py	2	10	9
pyro/distributions/rejector.py	pyro/contrib/gp/kernels/__init__.py	2	10	12
pyro/distributions/rejector.py	pyro/contrib/gp/kernels/brownian.py	2	10	12
pyro/distributions/rejector.py	pyro/contrib/gp/kernels/coregionalize.py	2	10	9
pyro/distributions/rejector.py	pyro/contrib/gp/kernels/dot_product.py	2	10	13
pyro/distributions/rejector.py	pyro/contrib/gp/kernels/isotropic.py	2	10	14
pyro/distributions/rejector.py	pyro/contrib/gp/kernels/kernel.py	2	10	22
pyro/distributions/rejector.py	pyro/contrib/gp/kernels/periodic.py	2	10	12
pyro/distributions/rejector.py	pyro/contrib/gp/kernels/static.py	2	10	13
pyro/distributions/rejector.py	pyro/contrib/gp/likelihoods/__init__.py	2	10	8
pyro/distributions/rejector.py	pyro/contrib/gp/likelihoods/binary.py	2	10	17
pyro/distributions/rejector.py	pyro/contrib/gp/likelihoods/gaussian.py	2	10	18
pyro/distributions/rejector.py	pyro/contrib/gp/likelihoods/likelihood.py	2	10	12
pyro/distributions/rejector.py	pyro/contrib/gp/likelihoods/multi_class.py	2	10	15
pyro/distributions/rejector.py	pyro/contrib/gp/likelihoods/poisson.py	2	10	11
pyro/distributions/rejector.py	pyro/contrib/gp/models/__init__.py	2	10	11
pyro/distributions/rejector.py	pyro/contrib/gp/models/gplvm.py	2	10	12
pyro/distributions/rejector.py	pyro/contrib/gp/models/gpr.py	2	10	27
pyro/distributions/rejector.py	pyro/contrib/gp/models/model.py	2	10	24
pyro/distributions/rejector.py	pyro/contrib/gp/models/sgpr.py	2	10	32
pyro/distributions/rejector.py	pyro/contrib/gp/models/vgp.py	2	10	21
pyro/distributions/rejector.py	pyro/contrib/gp/models/vsgp.py	2	10	11
pyro/distributions/rejector.py	pyro/contrib/gp/parameterized.py	2	10	8
pyro/distributions/rejector.py	pyro/contrib/gp/util.py	2	10	19
pyro/distributions/rejector.py	pyro/contrib/minipyro.py	2	10	17
pyro/distributions/rejector.py	pyro/contrib/oed/eig.py	2	10	17
pyro/distributions/rejector.py	pyro/contrib/oed/util.py	2	10	8
pyro/distributions/rejector.py	pyro/contrib/tracking/__init__.py	2	10	3
pyro/distributions/rejector.py	pyro/contrib/tracking/assignment.py	2	10	9
pyro/distributions/rejector.py	pyro/contrib/tracking/distributions.py	2	10	6
pyro/distributions/rejector.py	pyro/contrib/tracking/hashing.py	2	10	8
pyro/distributions/rejector.py	pyro/contrib/util.py	2	10	6
pyro/distributions/rejector.py	pyro/distributions/avf_mvn.py	2	10	6
pyro/distributions/rejector.py	pyro/distributions/conjugate.py	2	10	13
pyro/distributions/rejector.py	pyro/distributions/diag_normal_mixture.py	2	10	8
pyro/distributions/rejector.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	10	9
pyro/distributions/rejector.py	pyro/distributions/empirical.py	2	10	13
pyro/distributions/rejector.py	pyro/distributions/gaussian_scale_mixture.py	2	10	9
pyro/distributions/rejector.py	pyro/distributions/hmm.py	2	10	30
pyro/distributions/rejector.py	pyro/distributions/inverse_gamma.py	2	10	6
pyro/distributions/rejector.py	pyro/distributions/lkj.py	2	10	10
pyro/distributions/rejector.py	pyro/distributions/omt_mvn.py	2	10	18
pyro/distributions/relaxed_straight_through.py	examples/air/modules.py	2	8	6
pyro/distributions/relaxed_straight_through.py	examples/dmm/dmm.py	2	8	56
pyro/distributions/relaxed_straight_through.py	examples/rsa/semantic_parsing.py	2	8	20
pyro/distributions/relaxed_straight_through.py	examples/vae/utils/custom_mlp.py	2	8	6
pyro/distributions/relaxed_straight_through.py	examples/vae/vae_comparison.py	2	8	29
pyro/distributions/relaxed_straight_through.py	pyro/contrib/autoname/scoping.py	2	8	6
pyro/distributions/relaxed_straight_through.py	pyro/contrib/conjugate/infer.py	2	8	4
pyro/distributions/relaxed_straight_through.py	pyro/contrib/oed/glmm/guides.py	2	8	3
pyro/distributions/relaxed_straight_through.py	pyro/contrib/oed/search.py	2	8	4
pyro/distributions/relaxed_straight_through.py	pyro/distributions/conditional.py	2	8	5
pyro/distributions/relaxed_straight_through.py	pyro/distributions/multivariate_studentt.py	2	8	5
pyro/distributions/relaxed_straight_through.py	examples/air/main.py	2	8	37
pyro/distributions/relaxed_straight_through.py	examples/capture_recapture/cjs.py	2	8	9
pyro/distributions/relaxed_straight_through.py	examples/contrib/autoname/mixture.py	2	8	22
pyro/distributions/relaxed_straight_through.py	examples/contrib/autoname/scoping_mixture.py	2	8	22
pyro/distributions/relaxed_straight_through.py	examples/contrib/autoname/tree_data.py	2	8	21
pyro/distributions/relaxed_straight_through.py	examples/contrib/oed/gp_bayes_opt.py	2	8	9
pyro/distributions/relaxed_straight_through.py	examples/dmm/polyphonic_data_loader.py	2	8	16
pyro/distributions/relaxed_straight_through.py	examples/eight_schools/data.py	2	8	3
pyro/distributions/relaxed_straight_through.py	examples/eight_schools/svi.py	2	8	22
pyro/distributions/relaxed_straight_through.py	examples/einsum.py	2	8	3
pyro/distributions/relaxed_straight_through.py	examples/inclined_plane.py	2	8	35
pyro/distributions/relaxed_straight_through.py	examples/lda.py	2	8	25
pyro/distributions/relaxed_straight_through.py	examples/minipyro.py	2	8	26
pyro/distributions/relaxed_straight_through.py	examples/mixed_hmm/experiment.py	2	8	3
pyro/distributions/relaxed_straight_through.py	examples/mixed_hmm/model.py	2	8	4
pyro/distributions/relaxed_straight_through.py	examples/mixed_hmm/seal_data.py	2	8	5
pyro/distributions/relaxed_straight_through.py	examples/rsa/schelling.py	2	8	19
pyro/distributions/relaxed_straight_through.py	examples/rsa/schelling_false.py	2	8	19
pyro/distributions/relaxed_straight_through.py	profiler/distributions.py	2	8	11
pyro/distributions/relaxed_straight_through.py	pyro/__init__.py	2	8	176
pyro/distributions/relaxed_straight_through.py	pyro/contrib/__init__.py	2	8	17
pyro/distributions/relaxed_straight_through.py	pyro/contrib/autoname/__init__.py	2	8	5
pyro/distributions/relaxed_straight_through.py	pyro/contrib/bnn/__init__.py	2	8	3
pyro/distributions/relaxed_straight_through.py	pyro/contrib/bnn/hidden_layer.py	2	8	3
pyro/distributions/relaxed_straight_through.py	pyro/contrib/bnn/utils.py	2	8	3
pyro/distributions/relaxed_straight_through.py	pyro/contrib/easyguide/__init__.py	2	8	3
pyro/distributions/relaxed_straight_through.py	pyro/contrib/easyguide/easyguide.py	2	8	9
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/__init__.py	2	8	14
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/kernels/__init__.py	2	8	12
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/likelihoods/__init__.py	2	8	8
pyro/distributions/relaxed_straight_through.py	pyro/contrib/gp/models/__init__.py	2	8	11
pyro/distributions/relaxed_straight_through.py	pyro/contrib/oed/util.py	2	8	8
pyro/distributions/relaxed_straight_through.py	pyro/contrib/tracking/__init__.py	2	8	3
pyro/distributions/relaxed_straight_through.py	pyro/contrib/util.py	2	8	6
pyro/distributions/relaxed_straight_through.py	pyro/distributions/distribution.py	2	8	44
pyro/distributions/relaxed_straight_through.py	pyro/distributions/rejector.py	2	8	10
pyro/distributions/score_parts.py	examples/air/main.py	2	7	37
pyro/distributions/score_parts.py	examples/baseball.py	2	7	46
pyro/distributions/score_parts.py	examples/contrib/autoname/mixture.py	2	7	22
pyro/distributions/score_parts.py	examples/contrib/autoname/scoping_mixture.py	2	7	22
pyro/distributions/score_parts.py	examples/contrib/autoname/tree_data.py	2	7	21
pyro/distributions/score_parts.py	examples/contrib/gp/sv-dkl.py	2	7	34
pyro/distributions/score_parts.py	examples/dmm/dmm.py	2	7	56
pyro/distributions/score_parts.py	examples/eight_schools/data.py	2	7	3
pyro/distributions/score_parts.py	examples/eight_schools/mcmc.py	2	7	29
pyro/distributions/score_parts.py	examples/eight_schools/svi.py	2	7	22
pyro/distributions/score_parts.py	examples/einsum.py	2	7	3
pyro/distributions/score_parts.py	examples/hmm.py	2	7	45
pyro/distributions/score_parts.py	examples/inclined_plane.py	2	7	35
pyro/distributions/score_parts.py	examples/lda.py	2	7	25
pyro/distributions/score_parts.py	examples/lkj.py	2	7	20
pyro/distributions/score_parts.py	examples/minipyro.py	2	7	26
pyro/distributions/score_parts.py	examples/mixed_hmm/experiment.py	2	7	3
pyro/distributions/score_parts.py	examples/mixed_hmm/model.py	2	7	4
pyro/distributions/score_parts.py	examples/mixed_hmm/seal_data.py	2	7	5
pyro/distributions/score_parts.py	examples/rsa/schelling.py	2	7	19
pyro/distributions/score_parts.py	examples/rsa/schelling_false.py	2	7	19
pyro/distributions/score_parts.py	examples/rsa/search_inference.py	2	7	9
pyro/distributions/score_parts.py	examples/sparse_gamma_def.py	2	7	28
pyro/distributions/score_parts.py	examples/sparse_regression.py	2	7	18
pyro/distributions/score_parts.py	profiler/profiling_utils.py	2	7	5
pyro/distributions/score_parts.py	pyro/contrib/__init__.py	2	7	17
pyro/distributions/score_parts.py	pyro/contrib/autoname/__init__.py	2	7	5
pyro/distributions/score_parts.py	pyro/contrib/autoname/named.py	2	7	5
pyro/distributions/score_parts.py	pyro/contrib/autoname/scoping.py	2	7	6
pyro/distributions/score_parts.py	pyro/contrib/bnn/__init__.py	2	7	3
pyro/distributions/score_parts.py	pyro/contrib/bnn/hidden_layer.py	2	7	3
pyro/distributions/score_parts.py	pyro/contrib/bnn/utils.py	2	7	3
pyro/distributions/score_parts.py	pyro/contrib/easyguide/__init__.py	2	7	3
pyro/distributions/score_parts.py	pyro/contrib/easyguide/easyguide.py	2	7	9
pyro/distributions/score_parts.py	pyro/contrib/examples/util.py	2	7	9
pyro/distributions/score_parts.py	pyro/contrib/gp/__init__.py	2	7	14
pyro/distributions/score_parts.py	pyro/contrib/gp/kernels/__init__.py	2	7	12
pyro/distributions/score_parts.py	pyro/contrib/gp/kernels/brownian.py	2	7	12
pyro/distributions/score_parts.py	pyro/contrib/gp/kernels/coregionalize.py	2	7	9
pyro/distributions/score_parts.py	pyro/contrib/gp/kernels/dot_product.py	2	7	13
pyro/distributions/score_parts.py	pyro/contrib/gp/kernels/isotropic.py	2	7	14
pyro/distributions/score_parts.py	pyro/contrib/gp/kernels/kernel.py	2	7	22
pyro/distributions/score_parts.py	pyro/contrib/gp/kernels/periodic.py	2	7	12
pyro/distributions/score_parts.py	pyro/contrib/gp/kernels/static.py	2	7	13
pyro/distributions/score_parts.py	pyro/contrib/gp/likelihoods/__init__.py	2	7	8
pyro/distributions/score_parts.py	pyro/contrib/gp/likelihoods/binary.py	2	7	17
pyro/distributions/score_parts.py	pyro/contrib/gp/likelihoods/gaussian.py	2	7	18
pyro/distributions/score_parts.py	pyro/contrib/gp/likelihoods/likelihood.py	2	7	12
pyro/distributions/score_parts.py	pyro/contrib/gp/likelihoods/multi_class.py	2	7	15
pyro/distributions/score_parts.py	pyro/contrib/gp/likelihoods/poisson.py	2	7	11
pyro/distributions/score_parts.py	pyro/contrib/gp/models/__init__.py	2	7	11
pyro/distributions/score_parts.py	pyro/contrib/gp/models/gplvm.py	2	7	12
pyro/distributions/score_parts.py	pyro/contrib/gp/models/gpr.py	2	7	27
pyro/distributions/score_parts.py	pyro/contrib/gp/models/model.py	2	7	24
pyro/distributions/score_parts.py	pyro/contrib/gp/models/sgpr.py	2	7	32
pyro/distributions/score_parts.py	pyro/contrib/gp/models/vgp.py	2	7	21
pyro/distributions/score_parts.py	pyro/contrib/gp/models/vsgp.py	2	7	11
pyro/distributions/score_parts.py	pyro/contrib/gp/parameterized.py	2	7	8
pyro/distributions/score_parts.py	pyro/contrib/gp/util.py	2	7	19
pyro/distributions/score_parts.py	pyro/contrib/minipyro.py	2	7	17
pyro/distributions/score_parts.py	pyro/contrib/oed/eig.py	2	7	17
pyro/distributions/score_parts.py	pyro/contrib/oed/util.py	2	7	8
pyro/distributions/score_parts.py	pyro/contrib/tracking/__init__.py	2	7	3
pyro/distributions/score_parts.py	pyro/contrib/tracking/assignment.py	2	7	9
pyro/distributions/score_parts.py	pyro/contrib/tracking/distributions.py	2	7	6
pyro/distributions/score_parts.py	pyro/contrib/tracking/hashing.py	2	7	8
pyro/distributions/score_parts.py	pyro/contrib/util.py	2	7	6
pyro/distributions/score_parts.py	pyro/distributions/avf_mvn.py	2	7	6
pyro/distributions/score_parts.py	pyro/distributions/conjugate.py	2	7	13
pyro/distributions/score_parts.py	pyro/distributions/delta.py	2	7	44
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pyro/distributions/spanning_tree.py	pyro/contrib/oed/glmm/guides.py	2	7	3
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pyro/distributions/spanning_tree.py	pyro/distributions/conditional.py	2	7	5
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pyro/distributions/spanning_tree.py	examples/contrib/autoname/tree_data.py	2	7	21
pyro/distributions/spanning_tree.py	examples/contrib/oed/gp_bayes_opt.py	2	7	9
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pyro/distributions/spanning_tree.py	examples/eight_schools/mcmc.py	2	7	29
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pyro/distributions/spanning_tree.py	examples/einsum.py	2	7	3
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pyro/distributions/spanning_tree.py	examples/sparse_regression.py	2	7	18
pyro/distributions/spanning_tree.py	profiler/distributions.py	2	7	11
pyro/distributions/spanning_tree.py	pyro/__init__.py	2	7	176
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pyro/distributions/spanning_tree.py	pyro/contrib/autoname/__init__.py	2	7	5
pyro/distributions/spanning_tree.py	pyro/contrib/bnn/__init__.py	2	7	3
pyro/distributions/spanning_tree.py	pyro/contrib/bnn/hidden_layer.py	2	7	3
pyro/distributions/spanning_tree.py	pyro/contrib/bnn/utils.py	2	7	3
pyro/distributions/spanning_tree.py	pyro/contrib/easyguide/__init__.py	2	7	3
pyro/distributions/spanning_tree.py	pyro/contrib/easyguide/easyguide.py	2	7	9
pyro/distributions/spanning_tree.py	pyro/contrib/examples/util.py	2	7	9
pyro/distributions/spanning_tree.py	pyro/contrib/gp/__init__.py	2	7	14
pyro/distributions/spanning_tree.py	pyro/contrib/gp/kernels/__init__.py	2	7	12
pyro/distributions/spanning_tree.py	pyro/contrib/gp/likelihoods/__init__.py	2	7	8
pyro/distributions/spanning_tree.py	pyro/contrib/gp/models/__init__.py	2	7	11
pyro/distributions/spanning_tree.py	pyro/contrib/gp/util.py	2	7	19
pyro/distributions/spanning_tree.py	pyro/contrib/oed/util.py	2	7	8
pyro/distributions/spanning_tree.py	pyro/contrib/tracking/__init__.py	2	7	3
pyro/distributions/spanning_tree.py	pyro/contrib/util.py	2	7	6
pyro/distributions/spanning_tree.py	pyro/distributions/distribution.py	2	7	44
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pyro/distributions/testing/fakes.py	examples/contrib/autoname/tree_data.py	2	7	21
pyro/distributions/testing/fakes.py	examples/contrib/gp/sv-dkl.py	2	7	34
pyro/distributions/testing/fakes.py	examples/eight_schools/data.py	2	7	3
pyro/distributions/testing/fakes.py	examples/eight_schools/mcmc.py	2	7	29
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pyro/distributions/testing/fakes.py	pyro/contrib/bnn/__init__.py	2	7	3
pyro/distributions/testing/fakes.py	pyro/contrib/bnn/hidden_layer.py	2	7	3
pyro/distributions/testing/fakes.py	pyro/contrib/bnn/utils.py	2	7	3
pyro/distributions/testing/fakes.py	pyro/contrib/easyguide/__init__.py	2	7	3
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pyro/distributions/testing/fakes.py	pyro/contrib/gp/kernels/__init__.py	2	7	12
pyro/distributions/testing/fakes.py	pyro/contrib/gp/kernels/brownian.py	2	7	12
pyro/distributions/testing/fakes.py	pyro/contrib/gp/kernels/coregionalize.py	2	7	9
pyro/distributions/testing/fakes.py	pyro/contrib/gp/kernels/dot_product.py	2	7	13
pyro/distributions/testing/fakes.py	pyro/contrib/gp/kernels/isotropic.py	2	7	14
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pyro/distributions/testing/fakes.py	pyro/contrib/gp/likelihoods/multi_class.py	2	7	15
pyro/distributions/testing/fakes.py	pyro/contrib/gp/likelihoods/poisson.py	2	7	11
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pyro/distributions/testing/fakes.py	pyro/contrib/gp/models/gpr.py	2	7	27
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pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/autoname/scoping.py	2	7	6
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pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/oed/glmm/guides.py	2	7	3
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/oed/search.py	2	7	4
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/tracking/dynamic_models.py	2	7	7
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/tracking/extended_kalman_filter.py	2	7	8
pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/tracking/measurements.py	2	7	5
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/conditional.py	2	7	5
pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/multivariate_studentt.py	2	7	5
pyro/distributions/testing/naive_dirichlet.py	examples/air/main.py	2	7	37
pyro/distributions/testing/naive_dirichlet.py	examples/baseball.py	2	7	46
pyro/distributions/testing/naive_dirichlet.py	examples/capture_recapture/cjs.py	2	7	9
pyro/distributions/testing/naive_dirichlet.py	examples/contrib/autoname/mixture.py	2	7	22
pyro/distributions/testing/naive_dirichlet.py	examples/contrib/autoname/scoping_mixture.py	2	7	22
pyro/distributions/testing/naive_dirichlet.py	examples/contrib/autoname/tree_data.py	2	7	21
pyro/distributions/testing/naive_dirichlet.py	examples/eight_schools/data.py	2	7	3
pyro/distributions/testing/naive_dirichlet.py	examples/eight_schools/mcmc.py	2	7	29
pyro/distributions/testing/naive_dirichlet.py	examples/eight_schools/svi.py	2	7	22
pyro/distributions/testing/naive_dirichlet.py	examples/einsum.py	2	7	3
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pyro/distributions/testing/naive_dirichlet.py	examples/mixed_hmm/experiment.py	2	7	3
pyro/distributions/testing/naive_dirichlet.py	examples/mixed_hmm/model.py	2	7	4
pyro/distributions/testing/naive_dirichlet.py	examples/mixed_hmm/seal_data.py	2	7	5
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pyro/distributions/testing/naive_dirichlet.py	pyro/contrib/bnn/hidden_layer.py	2	7	3
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pyro/distributions/testing/naive_dirichlet.py	pyro/distributions/score_parts.py	2	7	7
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pyro/distributions/testing/rejection_exponential.py	examples/rsa/semantic_parsing.py	2	9	20
pyro/distributions/testing/rejection_exponential.py	examples/vae/vae.py	2	9	29
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/autoname/scoping.py	2	9	6
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/conjugate/infer.py	2	9	4
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/oed/glmm/guides.py	2	9	3
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/oed/search.py	2	9	4
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/tracking/dynamic_models.py	2	9	7
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/tracking/extended_kalman_filter.py	2	9	8
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/tracking/measurements.py	2	9	5
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/conditional.py	2	9	5
pyro/distributions/testing/rejection_exponential.py	pyro/distributions/multivariate_studentt.py	2	9	5
pyro/distributions/testing/rejection_exponential.py	examples/baseball.py	2	9	46
pyro/distributions/testing/rejection_exponential.py	examples/capture_recapture/cjs.py	2	9	9
pyro/distributions/testing/rejection_exponential.py	examples/contrib/autoname/mixture.py	2	9	22
pyro/distributions/testing/rejection_exponential.py	examples/contrib/autoname/scoping_mixture.py	2	9	22
pyro/distributions/testing/rejection_exponential.py	examples/contrib/autoname/tree_data.py	2	9	21
pyro/distributions/testing/rejection_exponential.py	examples/dmm/polyphonic_data_loader.py	2	9	16
pyro/distributions/testing/rejection_exponential.py	examples/eight_schools/data.py	2	9	3
pyro/distributions/testing/rejection_exponential.py	examples/eight_schools/mcmc.py	2	9	29
pyro/distributions/testing/rejection_exponential.py	examples/eight_schools/svi.py	2	9	22
pyro/distributions/testing/rejection_exponential.py	examples/einsum.py	2	9	3
pyro/distributions/testing/rejection_exponential.py	examples/lda.py	2	9	25
pyro/distributions/testing/rejection_exponential.py	examples/lkj.py	2	9	20
pyro/distributions/testing/rejection_exponential.py	examples/minipyro.py	2	9	26
pyro/distributions/testing/rejection_exponential.py	examples/mixed_hmm/experiment.py	2	9	3
pyro/distributions/testing/rejection_exponential.py	examples/mixed_hmm/model.py	2	9	4
pyro/distributions/testing/rejection_exponential.py	examples/mixed_hmm/seal_data.py	2	9	5
pyro/distributions/testing/rejection_exponential.py	examples/rsa/schelling.py	2	9	19
pyro/distributions/testing/rejection_exponential.py	examples/rsa/schelling_false.py	2	9	19
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/autoname/__init__.py	2	9	5
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/bnn/__init__.py	2	9	3
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/bnn/hidden_layer.py	2	9	3
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/bnn/utils.py	2	9	3
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/easyguide/__init__.py	2	9	3
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/easyguide/easyguide.py	2	9	9
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/examples/util.py	2	9	9
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/gp/util.py	2	9	19
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/oed/util.py	2	9	8
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/tracking/__init__.py	2	9	3
pyro/distributions/testing/rejection_exponential.py	pyro/contrib/util.py	2	9	6
pyro/distributions/testing/rejection_gamma.py	examples/rsa/semantic_parsing.py	2	19	20
pyro/distributions/testing/rejection_gamma.py	examples/vae/utils/custom_mlp.py	2	19	6
pyro/distributions/testing/rejection_gamma.py	examples/vae/vae_comparison.py	2	19	29
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/autoname/scoping.py	2	19	6
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/conjugate/infer.py	2	19	4
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/oed/glmm/guides.py	2	19	3
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/oed/search.py	2	19	4
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/conditional.py	2	19	5
pyro/distributions/testing/rejection_gamma.py	pyro/distributions/multivariate_studentt.py	2	19	5
pyro/distributions/testing/rejection_gamma.py	examples/air/main.py	2	19	37
pyro/distributions/testing/rejection_gamma.py	examples/capture_recapture/cjs.py	2	19	9
pyro/distributions/testing/rejection_gamma.py	examples/contrib/autoname/mixture.py	2	19	22
pyro/distributions/testing/rejection_gamma.py	examples/contrib/autoname/scoping_mixture.py	2	19	22
pyro/distributions/testing/rejection_gamma.py	examples/contrib/autoname/tree_data.py	2	19	21
pyro/distributions/testing/rejection_gamma.py	examples/contrib/oed/gp_bayes_opt.py	2	19	9
pyro/distributions/testing/rejection_gamma.py	examples/dmm/polyphonic_data_loader.py	2	19	16
pyro/distributions/testing/rejection_gamma.py	examples/eight_schools/data.py	2	19	3
pyro/distributions/testing/rejection_gamma.py	examples/eight_schools/svi.py	2	19	22
pyro/distributions/testing/rejection_gamma.py	examples/einsum.py	2	19	3
pyro/distributions/testing/rejection_gamma.py	examples/inclined_plane.py	2	19	35
pyro/distributions/testing/rejection_gamma.py	examples/lda.py	2	19	25
pyro/distributions/testing/rejection_gamma.py	examples/minipyro.py	2	19	26
pyro/distributions/testing/rejection_gamma.py	examples/mixed_hmm/experiment.py	2	19	3
pyro/distributions/testing/rejection_gamma.py	examples/mixed_hmm/model.py	2	19	4
pyro/distributions/testing/rejection_gamma.py	examples/mixed_hmm/seal_data.py	2	19	5
pyro/distributions/testing/rejection_gamma.py	examples/rsa/schelling.py	2	19	19
pyro/distributions/testing/rejection_gamma.py	examples/rsa/schelling_false.py	2	19	19
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/__init__.py	2	19	17
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/autoname/__init__.py	2	19	5
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/bnn/__init__.py	2	19	3
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/bnn/hidden_layer.py	2	19	3
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/bnn/utils.py	2	19	3
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/easyguide/__init__.py	2	19	3
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/easyguide/easyguide.py	2	19	9
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/kernels/__init__.py	2	19	12
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/likelihoods/__init__.py	2	19	8
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/gp/models/__init__.py	2	19	11
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/oed/util.py	2	19	8
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/tracking/__init__.py	2	19	3
pyro/distributions/testing/rejection_gamma.py	pyro/contrib/util.py	2	19	6
pyro/distributions/torch.py	pyro/contrib/forecast/util.py	2	40	9
pyro/distributions/torch.py	examples/rsa/semantic_parsing.py	2	40	20
pyro/distributions/torch.py	examples/vae/ss_vae_M2.py	2	40	34
pyro/distributions/torch.py	examples/vae/utils/custom_mlp.py	2	40	6
pyro/distributions/torch.py	pyro/contrib/autoname/scoping.py	2	40	6
pyro/distributions/torch.py	pyro/contrib/conjugate/infer.py	2	40	4
pyro/distributions/torch.py	pyro/contrib/oed/glmm/guides.py	2	40	3
pyro/distributions/torch.py	pyro/contrib/oed/search.py	2	40	4
pyro/distributions/torch.py	pyro/contrib/tracking/dynamic_models.py	2	40	7
pyro/distributions/torch.py	pyro/contrib/tracking/extended_kalman_filter.py	2	40	8
pyro/distributions/torch.py	pyro/contrib/tracking/measurements.py	2	40	5
pyro/distributions/torch.py	pyro/distributions/conditional.py	2	40	5
pyro/distributions/torch.py	examples/air/main.py	2	40	37
pyro/distributions/torch.py	examples/capture_recapture/cjs.py	2	40	9
pyro/distributions/torch.py	examples/contrib/autoname/mixture.py	2	40	22
pyro/distributions/torch.py	examples/contrib/autoname/scoping_mixture.py	2	40	22
pyro/distributions/torch.py	examples/contrib/autoname/tree_data.py	2	40	21
pyro/distributions/torch.py	examples/dmm/polyphonic_data_loader.py	2	40	16
pyro/distributions/torch.py	examples/eight_schools/data.py	2	40	3
pyro/distributions/torch.py	examples/eight_schools/svi.py	2	40	22
pyro/distributions/torch.py	examples/einsum.py	2	40	3
pyro/distributions/torch.py	examples/inclined_plane.py	2	40	35
pyro/distributions/torch.py	examples/lda.py	2	40	25
pyro/distributions/torch.py	examples/lkj.py	2	40	20
pyro/distributions/torch.py	examples/minipyro.py	2	40	26
pyro/distributions/torch.py	examples/mixed_hmm/experiment.py	2	40	3
pyro/distributions/torch.py	examples/mixed_hmm/model.py	2	40	4
pyro/distributions/torch.py	examples/mixed_hmm/seal_data.py	2	40	5
pyro/distributions/torch.py	examples/rsa/schelling.py	2	40	19
pyro/distributions/torch.py	examples/rsa/schelling_false.py	2	40	19
pyro/distributions/torch.py	pyro/contrib/__init__.py	2	40	17
pyro/distributions/torch.py	pyro/contrib/autoname/__init__.py	2	40	5
pyro/distributions/torch.py	pyro/contrib/bnn/__init__.py	2	40	3
pyro/distributions/torch.py	pyro/contrib/bnn/hidden_layer.py	2	40	3
pyro/distributions/torch.py	pyro/contrib/bnn/utils.py	2	40	3
pyro/distributions/torch.py	pyro/contrib/easyguide/__init__.py	2	40	3
pyro/distributions/torch.py	pyro/contrib/easyguide/easyguide.py	2	40	9
pyro/distributions/torch.py	pyro/contrib/gp/kernels/__init__.py	2	40	12
pyro/distributions/torch.py	pyro/contrib/gp/likelihoods/__init__.py	2	40	8
pyro/distributions/torch.py	pyro/contrib/gp/models/__init__.py	2	40	11
pyro/distributions/torch.py	pyro/contrib/oed/util.py	2	40	8
pyro/distributions/torch.py	pyro/contrib/tracking/__init__.py	2	40	3
pyro/distributions/torch.py	pyro/contrib/util.py	2	40	6
pyro/distributions/torch.py	pyro/distributions/constraints.py	2	40	4
pyro/distributions/torch.py	pyro/distributions/kl.py	2	40	3
pyro/distributions/torch.py	pyro/distributions/rejector.py	2	40	10
pyro/distributions/torch.py	pyro/distributions/score_parts.py	2	40	7
pyro/distributions/torch.py	pyro/distributions/testing/fakes.py	2	40	7
pyro/distributions/torch_distribution.py	examples/air/modules.py	2	39	6
pyro/distributions/torch_distribution.py	examples/rsa/semantic_parsing.py	2	39	20
pyro/distributions/torch_distribution.py	examples/vae/utils/custom_mlp.py	2	39	6
pyro/distributions/torch_distribution.py	pyro/contrib/conjugate/infer.py	2	39	4
pyro/distributions/torch_distribution.py	pyro/contrib/oed/glmm/guides.py	2	39	3
pyro/distributions/torch_distribution.py	pyro/contrib/tracking/dynamic_models.py	2	39	7
pyro/distributions/torch_distribution.py	pyro/contrib/tracking/extended_kalman_filter.py	2	39	8
pyro/distributions/torch_distribution.py	pyro/contrib/tracking/measurements.py	2	39	5
pyro/distributions/torch_distribution.py	pyro/distributions/conditional.py	2	39	5
pyro/distributions/torch_distribution.py	pyro/distributions/multivariate_studentt.py	2	39	5
pyro/distributions/torch_distribution.py	examples/air/main.py	2	39	37
pyro/distributions/torch_distribution.py	examples/contrib/autoname/mixture.py	2	39	22
pyro/distributions/torch_distribution.py	examples/contrib/autoname/scoping_mixture.py	2	39	22
pyro/distributions/torch_distribution.py	examples/contrib/autoname/tree_data.py	2	39	21
pyro/distributions/torch_distribution.py	examples/eight_schools/data.py	2	39	3
pyro/distributions/torch_distribution.py	examples/eight_schools/svi.py	2	39	22
pyro/distributions/torch_distribution.py	examples/einsum.py	2	39	3
pyro/distributions/torch_distribution.py	examples/inclined_plane.py	2	39	35
pyro/distributions/torch_distribution.py	examples/lda.py	2	39	25
pyro/distributions/torch_distribution.py	examples/lkj.py	2	39	20
pyro/distributions/torch_distribution.py	examples/minipyro.py	2	39	26
pyro/distributions/torch_distribution.py	examples/mixed_hmm/experiment.py	2	39	3
pyro/distributions/torch_distribution.py	examples/mixed_hmm/model.py	2	39	4
pyro/distributions/torch_distribution.py	examples/mixed_hmm/seal_data.py	2	39	5
pyro/distributions/torch_distribution.py	examples/rsa/schelling.py	2	39	19
pyro/distributions/torch_distribution.py	examples/rsa/schelling_false.py	2	39	19
pyro/distributions/torch_distribution.py	examples/sparse_regression.py	2	39	18
pyro/distributions/torch_distribution.py	pyro/contrib/autoname/__init__.py	2	39	5
pyro/distributions/torch_distribution.py	pyro/contrib/bnn/__init__.py	2	39	3
pyro/distributions/torch_distribution.py	pyro/contrib/bnn/hidden_layer.py	2	39	3
pyro/distributions/torch_distribution.py	pyro/contrib/bnn/utils.py	2	39	3
pyro/distributions/torch_distribution.py	pyro/contrib/easyguide/__init__.py	2	39	3
pyro/distributions/torch_distribution.py	pyro/contrib/easyguide/easyguide.py	2	39	9
pyro/distributions/torch_distribution.py	pyro/contrib/gp/kernels/__init__.py	2	39	12
pyro/distributions/torch_distribution.py	pyro/contrib/gp/likelihoods/__init__.py	2	39	8
pyro/distributions/torch_distribution.py	pyro/contrib/gp/models/__init__.py	2	39	11
pyro/distributions/torch_distribution.py	pyro/contrib/oed/__init__.py	2	39	6
pyro/distributions/torch_distribution.py	pyro/contrib/oed/util.py	2	39	8
pyro/distributions/torch_distribution.py	pyro/contrib/tracking/__init__.py	2	39	3
pyro/distributions/torch_distribution.py	pyro/contrib/util.py	2	39	6
pyro/distributions/torch_distribution.py	pyro/distributions/constraints.py	2	39	4
pyro/distributions/torch_patch.py	pyro/distributions/conditional.py	2	27	5
pyro/distributions/torch_patch.py	examples/capture_recapture/cjs.py	2	27	9
pyro/distributions/torch_patch.py	examples/contrib/timeseries/gp_models.py	2	27	10
pyro/distributions/torch_patch.py	examples/eight_schools/data.py	2	27	3
pyro/distributions/torch_patch.py	examples/einsum.py	2	27	3
pyro/distributions/torch_patch.py	examples/mixed_hmm/experiment.py	2	27	3
pyro/distributions/torch_patch.py	examples/mixed_hmm/model.py	2	27	4
pyro/distributions/torch_patch.py	examples/mixed_hmm/seal_data.py	2	27	5
pyro/distributions/torch_patch.py	examples/rsa/search_inference.py	2	27	9
pyro/distributions/torch_patch.py	examples/sparse_regression.py	2	27	18
pyro/distributions/torch_patch.py	examples/vae/utils/mnist_cached.py	2	27	9
pyro/distributions/torch_patch.py	profiler/distributions.py	2	27	11
pyro/distributions/torch_patch.py	profiler/profiling_utils.py	2	27	5
pyro/distributions/torch_patch.py	pyro/contrib/__init__.py	2	27	17
pyro/distributions/torch_patch.py	pyro/contrib/autoname/__init__.py	2	27	5
pyro/distributions/torch_patch.py	pyro/contrib/autoname/named.py	2	27	5
pyro/distributions/torch_patch.py	pyro/contrib/bnn/__init__.py	2	27	3
pyro/distributions/torch_patch.py	pyro/contrib/bnn/hidden_layer.py	2	27	3
pyro/distributions/torch_patch.py	pyro/contrib/bnn/utils.py	2	27	3
pyro/distributions/torch_patch.py	pyro/contrib/easyguide/__init__.py	2	27	3
pyro/distributions/torch_patch.py	pyro/contrib/easyguide/easyguide.py	2	27	9
pyro/distributions/torch_patch.py	pyro/contrib/gp/__init__.py	2	27	14
pyro/distributions/torch_patch.py	pyro/contrib/gp/kernels/__init__.py	2	27	12
pyro/distributions/torch_patch.py	pyro/contrib/gp/kernels/brownian.py	2	27	12
pyro/distributions/torch_patch.py	pyro/contrib/gp/kernels/coregionalize.py	2	27	9
pyro/distributions/torch_patch.py	pyro/contrib/gp/kernels/dot_product.py	2	27	13
pyro/distributions/torch_patch.py	pyro/contrib/gp/kernels/isotropic.py	2	27	14
pyro/distributions/torch_patch.py	pyro/contrib/gp/kernels/kernel.py	2	27	22
pyro/distributions/torch_patch.py	pyro/contrib/gp/kernels/periodic.py	2	27	12
pyro/distributions/torch_patch.py	pyro/contrib/gp/kernels/static.py	2	27	13
pyro/distributions/torch_patch.py	pyro/contrib/gp/likelihoods/__init__.py	2	27	8
pyro/distributions/torch_patch.py	pyro/contrib/gp/likelihoods/binary.py	2	27	17
pyro/distributions/torch_patch.py	pyro/contrib/gp/likelihoods/gaussian.py	2	27	18
pyro/distributions/torch_patch.py	pyro/contrib/gp/likelihoods/likelihood.py	2	27	12
pyro/distributions/torch_patch.py	pyro/contrib/gp/likelihoods/multi_class.py	2	27	15
pyro/distributions/torch_patch.py	pyro/contrib/gp/likelihoods/poisson.py	2	27	11
pyro/distributions/torch_patch.py	pyro/contrib/gp/models/__init__.py	2	27	11
pyro/distributions/torch_patch.py	pyro/contrib/gp/parameterized.py	2	27	8
pyro/distributions/torch_patch.py	pyro/contrib/minipyro.py	2	27	17
pyro/distributions/torch_patch.py	pyro/contrib/oed/util.py	2	27	8
pyro/distributions/torch_patch.py	pyro/contrib/tracking/__init__.py	2	27	3
pyro/distributions/torch_patch.py	pyro/contrib/tracking/assignment.py	2	27	9
pyro/distributions/torch_patch.py	pyro/contrib/tracking/distributions.py	2	27	6
pyro/distributions/torch_patch.py	pyro/contrib/tracking/hashing.py	2	27	8
pyro/distributions/torch_patch.py	pyro/contrib/util.py	2	27	6
pyro/distributions/torch_patch.py	pyro/distributions/avf_mvn.py	2	27	6
pyro/distributions/torch_patch.py	pyro/distributions/distribution.py	2	27	44
pyro/distributions/torch_patch.py	pyro/distributions/empirical.py	2	27	13
pyro/distributions/torch_patch.py	pyro/distributions/gaussian_scale_mixture.py	2	27	9
pyro/distributions/torch_patch.py	pyro/distributions/hmm.py	2	27	30
pyro/distributions/torch_patch.py	pyro/distributions/inverse_gamma.py	2	27	6
pyro/distributions/torch_patch.py	pyro/distributions/lkj.py	2	27	10
pyro/distributions/torch_patch.py	pyro/distributions/mixture.py	2	27	8
pyro/distributions/torch_patch.py	pyro/distributions/rejector.py	2	27	10
pyro/distributions/torch_patch.py	pyro/distributions/score_parts.py	2	27	7
pyro/distributions/torch_patch.py	pyro/distributions/spanning_tree.py	2	27	7
pyro/distributions/torch_patch.py	pyro/distributions/testing/fakes.py	2	27	7
pyro/distributions/torch_patch.py	pyro/distributions/testing/naive_dirichlet.py	2	27	7
pyro/distributions/torch_patch.py	pyro/distributions/testing/rejection_exponential.py	2	27	9
pyro/distributions/torch_transform.py	examples/air/air.py	2	7	36
pyro/distributions/torch_transform.py	examples/air/modules.py	2	7	6
pyro/distributions/torch_transform.py	examples/rsa/semantic_parsing.py	2	7	20
pyro/distributions/torch_transform.py	examples/vae/ss_vae_M2.py	2	7	34
pyro/distributions/torch_transform.py	examples/vae/utils/custom_mlp.py	2	7	6
pyro/distributions/torch_transform.py	examples/vae/utils/mnist_cached.py	2	7	9
pyro/distributions/torch_transform.py	examples/vae/vae.py	2	7	29
pyro/distributions/torch_transform.py	examples/vae/vae_comparison.py	2	7	29
pyro/distributions/torch_transform.py	pyro/contrib/autoname/scoping.py	2	7	6
pyro/distributions/torch_transform.py	pyro/contrib/conjugate/infer.py	2	7	4
pyro/distributions/torch_transform.py	pyro/contrib/oed/glmm/guides.py	2	7	3
pyro/distributions/torch_transform.py	pyro/contrib/oed/search.py	2	7	4
pyro/distributions/torch_transform.py	pyro/contrib/tracking/dynamic_models.py	2	7	7
pyro/distributions/torch_transform.py	pyro/contrib/tracking/extended_kalman_filter.py	2	7	8
pyro/distributions/torch_transform.py	pyro/contrib/tracking/measurements.py	2	7	5
pyro/distributions/torch_transform.py	pyro/distributions/multivariate_studentt.py	2	7	5
pyro/distributions/torch_transform.py	examples/air/main.py	2	7	37
pyro/distributions/torch_transform.py	examples/baseball.py	2	7	46
pyro/distributions/torch_transform.py	examples/capture_recapture/cjs.py	2	7	9
pyro/distributions/torch_transform.py	examples/contrib/autoname/mixture.py	2	7	22
pyro/distributions/torch_transform.py	examples/contrib/autoname/scoping_mixture.py	2	7	22
pyro/distributions/torch_transform.py	examples/contrib/autoname/tree_data.py	2	7	21
pyro/distributions/torch_transform.py	examples/eight_schools/data.py	2	7	3
pyro/distributions/torch_transform.py	examples/eight_schools/mcmc.py	2	7	29
pyro/distributions/torch_transform.py	examples/eight_schools/svi.py	2	7	22
pyro/distributions/torch_transform.py	examples/einsum.py	2	7	3
pyro/distributions/torch_transform.py	examples/inclined_plane.py	2	7	35
pyro/distributions/torch_transform.py	examples/lda.py	2	7	25
pyro/distributions/torch_transform.py	examples/lkj.py	2	7	20
pyro/distributions/torch_transform.py	examples/minipyro.py	2	7	26
pyro/distributions/torch_transform.py	examples/mixed_hmm/experiment.py	2	7	3
pyro/distributions/torch_transform.py	examples/mixed_hmm/model.py	2	7	4
pyro/distributions/torch_transform.py	examples/mixed_hmm/seal_data.py	2	7	5
pyro/distributions/torch_transform.py	examples/rsa/schelling.py	2	7	19
pyro/distributions/torch_transform.py	examples/rsa/schelling_false.py	2	7	19
pyro/distributions/torch_transform.py	profiler/distributions.py	2	7	11
pyro/distributions/torch_transform.py	pyro/__init__.py	2	7	176
pyro/distributions/torch_transform.py	pyro/contrib/__init__.py	2	7	17
pyro/distributions/torch_transform.py	pyro/contrib/autoname/__init__.py	2	7	5
pyro/distributions/torch_transform.py	pyro/contrib/bnn/__init__.py	2	7	3
pyro/distributions/torch_transform.py	pyro/contrib/bnn/hidden_layer.py	2	7	3
pyro/distributions/torch_transform.py	pyro/contrib/bnn/utils.py	2	7	3
pyro/distributions/torch_transform.py	pyro/contrib/easyguide/__init__.py	2	7	3
pyro/distributions/torch_transform.py	pyro/contrib/easyguide/easyguide.py	2	7	9
pyro/distributions/torch_transform.py	pyro/contrib/examples/util.py	2	7	9
pyro/distributions/torch_transform.py	pyro/contrib/gp/__init__.py	2	7	14
pyro/distributions/torch_transform.py	pyro/contrib/gp/kernels/__init__.py	2	7	12
pyro/distributions/torch_transform.py	pyro/contrib/gp/likelihoods/__init__.py	2	7	8
pyro/distributions/torch_transform.py	pyro/contrib/gp/models/__init__.py	2	7	11
pyro/distributions/torch_transform.py	pyro/contrib/gp/util.py	2	7	19
pyro/distributions/torch_transform.py	pyro/contrib/oed/util.py	2	7	8
pyro/distributions/torch_transform.py	pyro/contrib/tracking/__init__.py	2	7	3
pyro/distributions/torch_transform.py	pyro/contrib/util.py	2	7	6
pyro/distributions/torch_transform.py	pyro/distributions/distribution.py	2	7	44
pyro/distributions/torch_transform.py	pyro/distributions/rejector.py	2	7	10
pyro/distributions/torch_transform.py	pyro/distributions/score_parts.py	2	7	7
pyro/distributions/torch_transform.py	pyro/distributions/testing/fakes.py	2	7	7
pyro/distributions/transforms/__init__.py	pyro/distributions/diag_normal_mixture.py	2	30	8
pyro/distributions/transforms/__init__.py	pyro/distributions/gaussian_scale_mixture.py	2	30	9
pyro/distributions/transforms/__init__.py	pyro/distributions/inverse_gamma.py	2	30	6
pyro/distributions/transforms/__init__.py	pyro/distributions/relaxed_straight_through.py	2	30	8
pyro/distributions/transforms/__init__.py	pyro/distributions/conditional.py	2	30	5
pyro/distributions/transforms/__init__.py	pyro/distributions/constraints.py	2	30	4
pyro/distributions/transforms/__init__.py	pyro/distributions/lkj.py	2	30	10
pyro/distributions/transforms/__init__.py	pyro/distributions/torch_distribution.py	2	30	39
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/__init__.py	2	11	114
pyro/distributions/transforms/affine_autoregressive.py	examples/air/air.py	2	11	36
pyro/distributions/transforms/affine_autoregressive.py	examples/air/modules.py	2	11	6
pyro/distributions/transforms/affine_autoregressive.py	examples/contrib/gp/sv-dkl.py	2	11	34
pyro/distributions/transforms/affine_autoregressive.py	examples/hmm.py	2	11	45
pyro/distributions/transforms/affine_autoregressive.py	examples/rsa/search_inference.py	2	11	9
pyro/distributions/transforms/affine_autoregressive.py	examples/rsa/semantic_parsing.py	2	11	20
pyro/distributions/transforms/affine_autoregressive.py	examples/sparse_gamma_def.py	2	11	28
pyro/distributions/transforms/affine_autoregressive.py	examples/vae/ss_vae_M2.py	2	11	34
pyro/distributions/transforms/affine_autoregressive.py	examples/vae/utils/custom_mlp.py	2	11	6
pyro/distributions/transforms/affine_autoregressive.py	examples/vae/utils/mnist_cached.py	2	11	9
pyro/distributions/transforms/affine_autoregressive.py	examples/vae/vae.py	2	11	29
pyro/distributions/transforms/affine_autoregressive.py	examples/vae/vae_comparison.py	2	11	29
pyro/distributions/transforms/affine_autoregressive.py	profiler/profiling_utils.py	2	11	5
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/autoname/named.py	2	11	5
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/autoname/scoping.py	2	11	6
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/conjugate/infer.py	2	11	4
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/kernels/brownian.py	2	11	12
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/kernels/coregionalize.py	2	11	9
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/kernels/dot_product.py	2	11	13
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/kernels/isotropic.py	2	11	14
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/kernels/kernel.py	2	11	22
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/kernels/periodic.py	2	11	12
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/kernels/static.py	2	11	13
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/likelihoods/binary.py	2	11	17
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/likelihoods/gaussian.py	2	11	18
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/likelihoods/likelihood.py	2	11	12
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/likelihoods/multi_class.py	2	11	15
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/likelihoods/poisson.py	2	11	11
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/models/gplvm.py	2	11	12
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/models/gpr.py	2	11	27
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/models/model.py	2	11	24
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/models/sgpr.py	2	11	32
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/models/vgp.py	2	11	21
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/models/vsgp.py	2	11	11
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/parameterized.py	2	11	8
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/minipyro.py	2	11	17
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/oed/eig.py	2	11	17
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/oed/glmm/guides.py	2	11	3
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/oed/search.py	2	11	4
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/tracking/assignment.py	2	11	9
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/tracking/distributions.py	2	11	6
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/tracking/dynamic_models.py	2	11	7
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/tracking/extended_kalman_filter.py	2	11	8
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/tracking/hashing.py	2	11	8
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/tracking/measurements.py	2	11	5
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/avf_mvn.py	2	11	6
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/conditional.py	2	11	5
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/conjugate.py	2	11	13
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/delta.py	2	11	44
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/diag_normal_mixture.py	2	11	8
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	11	9
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/empirical.py	2	11	13
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/gaussian_scale_mixture.py	2	11	9
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/hmm.py	2	11	30
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/inverse_gamma.py	2	11	6
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/lkj.py	2	11	10
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/mixture.py	2	11	8
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/multivariate_studentt.py	2	11	5
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/omt_mvn.py	2	11	18
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/relaxed_straight_through.py	2	11	8
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/spanning_tree.py	2	11	7
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/testing/naive_dirichlet.py	2	11	7
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/testing/rejection_exponential.py	2	11	9
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/testing/rejection_gamma.py	2	11	19
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/torch.py	2	11	40
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/torch_distribution.py	2	11	39
pyro/distributions/transforms/affine_coupling.py	examples/air/air.py	2	13	36
pyro/distributions/transforms/affine_coupling.py	examples/air/modules.py	2	13	6
pyro/distributions/transforms/affine_coupling.py	examples/rsa/semantic_parsing.py	2	13	20
pyro/distributions/transforms/affine_coupling.py	examples/vae/ss_vae_M2.py	2	13	34
pyro/distributions/transforms/affine_coupling.py	examples/vae/utils/custom_mlp.py	2	13	6
pyro/distributions/transforms/affine_coupling.py	examples/vae/utils/mnist_cached.py	2	13	9
pyro/distributions/transforms/affine_coupling.py	examples/vae/vae.py	2	13	29
pyro/distributions/transforms/affine_coupling.py	examples/vae/vae_comparison.py	2	13	29
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/autoname/scoping.py	2	13	6
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/conjugate/infer.py	2	13	4
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/oed/glmm/guides.py	2	13	3
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/oed/search.py	2	13	4
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/tracking/dynamic_models.py	2	13	7
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/tracking/extended_kalman_filter.py	2	13	8
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/tracking/measurements.py	2	13	5
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/conditional.py	2	13	5
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/multivariate_studentt.py	2	13	5
pyro/distributions/transforms/affine_coupling.py	examples/air/main.py	2	13	37
pyro/distributions/transforms/affine_coupling.py	examples/baseball.py	2	13	46
pyro/distributions/transforms/affine_coupling.py	examples/capture_recapture/cjs.py	2	13	9
pyro/distributions/transforms/affine_coupling.py	examples/contrib/autoname/mixture.py	2	13	22
pyro/distributions/transforms/affine_coupling.py	examples/contrib/autoname/scoping_mixture.py	2	13	22
pyro/distributions/transforms/affine_coupling.py	examples/contrib/autoname/tree_data.py	2	13	21
pyro/distributions/transforms/affine_coupling.py	examples/eight_schools/data.py	2	13	3
pyro/distributions/transforms/affine_coupling.py	examples/eight_schools/mcmc.py	2	13	29
pyro/distributions/transforms/affine_coupling.py	examples/eight_schools/svi.py	2	13	22
pyro/distributions/transforms/affine_coupling.py	examples/einsum.py	2	13	3
pyro/distributions/transforms/affine_coupling.py	examples/inclined_plane.py	2	13	35
pyro/distributions/transforms/affine_coupling.py	examples/lda.py	2	13	25
pyro/distributions/transforms/affine_coupling.py	examples/lkj.py	2	13	20
pyro/distributions/transforms/affine_coupling.py	examples/minipyro.py	2	13	26
pyro/distributions/transforms/affine_coupling.py	examples/mixed_hmm/experiment.py	2	13	3
pyro/distributions/transforms/affine_coupling.py	examples/mixed_hmm/model.py	2	13	4
pyro/distributions/transforms/affine_coupling.py	examples/mixed_hmm/seal_data.py	2	13	5
pyro/distributions/transforms/affine_coupling.py	examples/rsa/schelling.py	2	13	19
pyro/distributions/transforms/affine_coupling.py	examples/rsa/schelling_false.py	2	13	19
pyro/distributions/transforms/affine_coupling.py	profiler/distributions.py	2	13	11
pyro/distributions/transforms/affine_coupling.py	pyro/__init__.py	2	13	176
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/__init__.py	2	13	17
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/autoname/__init__.py	2	13	5
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/bnn/__init__.py	2	13	3
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/bnn/hidden_layer.py	2	13	3
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/bnn/utils.py	2	13	3
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/easyguide/__init__.py	2	13	3
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/easyguide/easyguide.py	2	13	9
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/examples/util.py	2	13	9
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/__init__.py	2	13	14
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/kernels/__init__.py	2	13	12
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/likelihoods/__init__.py	2	13	8
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/models/__init__.py	2	13	11
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/gp/util.py	2	13	19
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/oed/util.py	2	13	8
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/tracking/__init__.py	2	13	3
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/util.py	2	13	6
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/__init__.py	2	13	114
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/distribution.py	2	13	44
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/rejector.py	2	13	10
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/score_parts.py	2	13	7
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/testing/fakes.py	2	13	7
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/torch_patch.py	2	13	27
pyro/distributions/transforms/basic.py	pyro/distributions/transforms/__init__.py	2	2	30
pyro/distributions/transforms/batchnorm.py	examples/air/air.py	2	7	36
pyro/distributions/transforms/batchnorm.py	examples/air/modules.py	2	7	6
pyro/distributions/transforms/batchnorm.py	examples/contrib/gp/sv-dkl.py	2	7	34
pyro/distributions/transforms/batchnorm.py	examples/hmm.py	2	7	45
pyro/distributions/transforms/batchnorm.py	examples/rsa/search_inference.py	2	7	9
pyro/distributions/transforms/batchnorm.py	examples/rsa/semantic_parsing.py	2	7	20
pyro/distributions/transforms/batchnorm.py	examples/sparse_gamma_def.py	2	7	28
pyro/distributions/transforms/batchnorm.py	examples/vae/ss_vae_M2.py	2	7	34
pyro/distributions/transforms/batchnorm.py	examples/vae/utils/custom_mlp.py	2	7	6
pyro/distributions/transforms/batchnorm.py	examples/vae/utils/mnist_cached.py	2	7	9
pyro/distributions/transforms/batchnorm.py	examples/vae/vae.py	2	7	29
pyro/distributions/transforms/batchnorm.py	examples/vae/vae_comparison.py	2	7	29
pyro/distributions/transforms/batchnorm.py	profiler/profiling_utils.py	2	7	5
pyro/distributions/transforms/batchnorm.py	pyro/contrib/autoname/named.py	2	7	5
pyro/distributions/transforms/batchnorm.py	pyro/contrib/autoname/scoping.py	2	7	6
pyro/distributions/transforms/batchnorm.py	pyro/contrib/conjugate/infer.py	2	7	4
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/kernels/brownian.py	2	7	12
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/kernels/coregionalize.py	2	7	9
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/kernels/dot_product.py	2	7	13
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/kernels/isotropic.py	2	7	14
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/kernels/kernel.py	2	7	22
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/kernels/periodic.py	2	7	12
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/kernels/static.py	2	7	13
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/likelihoods/binary.py	2	7	17
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/likelihoods/gaussian.py	2	7	18
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/likelihoods/likelihood.py	2	7	12
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/likelihoods/multi_class.py	2	7	15
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/likelihoods/poisson.py	2	7	11
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/models/gplvm.py	2	7	12
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/models/gpr.py	2	7	27
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/models/model.py	2	7	24
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/models/sgpr.py	2	7	32
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/models/vgp.py	2	7	21
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/models/vsgp.py	2	7	11
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/parameterized.py	2	7	8
pyro/distributions/transforms/batchnorm.py	pyro/contrib/minipyro.py	2	7	17
pyro/distributions/transforms/batchnorm.py	pyro/contrib/oed/eig.py	2	7	17
pyro/distributions/transforms/batchnorm.py	pyro/contrib/oed/glmm/guides.py	2	7	3
pyro/distributions/transforms/batchnorm.py	pyro/contrib/oed/search.py	2	7	4
pyro/distributions/transforms/batchnorm.py	pyro/contrib/tracking/assignment.py	2	7	9
pyro/distributions/transforms/batchnorm.py	pyro/contrib/tracking/distributions.py	2	7	6
pyro/distributions/transforms/batchnorm.py	pyro/contrib/tracking/dynamic_models.py	2	7	7
pyro/distributions/transforms/batchnorm.py	pyro/contrib/tracking/extended_kalman_filter.py	2	7	8
pyro/distributions/transforms/batchnorm.py	pyro/contrib/tracking/hashing.py	2	7	8
pyro/distributions/transforms/batchnorm.py	pyro/contrib/tracking/measurements.py	2	7	5
pyro/distributions/transforms/batchnorm.py	pyro/distributions/avf_mvn.py	2	7	6
pyro/distributions/transforms/batchnorm.py	pyro/distributions/conditional.py	2	7	5
pyro/distributions/transforms/batchnorm.py	pyro/distributions/conjugate.py	2	7	13
pyro/distributions/transforms/batchnorm.py	pyro/distributions/delta.py	2	7	44
pyro/distributions/transforms/batchnorm.py	pyro/distributions/diag_normal_mixture.py	2	7	8
pyro/distributions/transforms/batchnorm.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	7	9
pyro/distributions/transforms/batchnorm.py	pyro/distributions/empirical.py	2	7	13
pyro/distributions/transforms/batchnorm.py	pyro/distributions/gaussian_scale_mixture.py	2	7	9
pyro/distributions/transforms/batchnorm.py	pyro/distributions/hmm.py	2	7	30
pyro/distributions/transforms/batchnorm.py	pyro/distributions/inverse_gamma.py	2	7	6
pyro/distributions/transforms/batchnorm.py	pyro/distributions/lkj.py	2	7	10
pyro/distributions/transforms/batchnorm.py	pyro/distributions/mixture.py	2	7	8
pyro/distributions/transforms/batchnorm.py	pyro/distributions/multivariate_studentt.py	2	7	5
pyro/distributions/transforms/batchnorm.py	pyro/distributions/omt_mvn.py	2	7	18
pyro/distributions/transforms/batchnorm.py	pyro/distributions/relaxed_straight_through.py	2	7	8
pyro/distributions/transforms/batchnorm.py	pyro/distributions/spanning_tree.py	2	7	7
pyro/distributions/transforms/batchnorm.py	pyro/distributions/testing/naive_dirichlet.py	2	7	7
pyro/distributions/transforms/batchnorm.py	pyro/distributions/testing/rejection_exponential.py	2	7	9
pyro/distributions/transforms/batchnorm.py	pyro/distributions/testing/rejection_gamma.py	2	7	19
pyro/distributions/transforms/batchnorm.py	pyro/distributions/torch.py	2	7	40
pyro/distributions/transforms/batchnorm.py	pyro/distributions/torch_distribution.py	2	7	39
pyro/distributions/transforms/batchnorm.py	pyro/distributions/torch_transform.py	2	7	7
pyro/distributions/transforms/block_autoregressive.py	examples/air/air.py	2	12	36
pyro/distributions/transforms/block_autoregressive.py	examples/air/modules.py	2	12	6
pyro/distributions/transforms/block_autoregressive.py	examples/rsa/semantic_parsing.py	2	12	20
pyro/distributions/transforms/block_autoregressive.py	examples/vae/ss_vae_M2.py	2	12	34
pyro/distributions/transforms/block_autoregressive.py	examples/vae/utils/custom_mlp.py	2	12	6
pyro/distributions/transforms/block_autoregressive.py	examples/vae/utils/mnist_cached.py	2	12	9
pyro/distributions/transforms/block_autoregressive.py	examples/vae/vae.py	2	12	29
pyro/distributions/transforms/block_autoregressive.py	examples/vae/vae_comparison.py	2	12	29
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/autoname/scoping.py	2	12	6
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/conjugate/infer.py	2	12	4
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/oed/glmm/guides.py	2	12	3
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/oed/search.py	2	12	4
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/tracking/dynamic_models.py	2	12	7
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/tracking/extended_kalman_filter.py	2	12	8
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/tracking/measurements.py	2	12	5
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/conditional.py	2	12	5
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/multivariate_studentt.py	2	12	5
pyro/distributions/transforms/block_autoregressive.py	examples/air/main.py	2	12	37
pyro/distributions/transforms/block_autoregressive.py	examples/baseball.py	2	12	46
pyro/distributions/transforms/block_autoregressive.py	examples/contrib/autoname/mixture.py	2	12	22
pyro/distributions/transforms/block_autoregressive.py	examples/contrib/autoname/scoping_mixture.py	2	12	22
pyro/distributions/transforms/block_autoregressive.py	examples/contrib/autoname/tree_data.py	2	12	21
pyro/distributions/transforms/block_autoregressive.py	examples/eight_schools/data.py	2	12	3
pyro/distributions/transforms/block_autoregressive.py	examples/eight_schools/mcmc.py	2	12	29
pyro/distributions/transforms/block_autoregressive.py	examples/eight_schools/svi.py	2	12	22
pyro/distributions/transforms/block_autoregressive.py	examples/einsum.py	2	12	3
pyro/distributions/transforms/block_autoregressive.py	examples/inclined_plane.py	2	12	35
pyro/distributions/transforms/block_autoregressive.py	examples/lda.py	2	12	25
pyro/distributions/transforms/block_autoregressive.py	examples/lkj.py	2	12	20
pyro/distributions/transforms/block_autoregressive.py	examples/minipyro.py	2	12	26
pyro/distributions/transforms/block_autoregressive.py	examples/mixed_hmm/experiment.py	2	12	3
pyro/distributions/transforms/block_autoregressive.py	examples/mixed_hmm/model.py	2	12	4
pyro/distributions/transforms/block_autoregressive.py	examples/mixed_hmm/seal_data.py	2	12	5
pyro/distributions/transforms/block_autoregressive.py	examples/rsa/schelling.py	2	12	19
pyro/distributions/transforms/block_autoregressive.py	examples/rsa/schelling_false.py	2	12	19
pyro/distributions/transforms/block_autoregressive.py	examples/sparse_regression.py	2	12	18
pyro/distributions/transforms/block_autoregressive.py	profiler/distributions.py	2	12	11
pyro/distributions/transforms/block_autoregressive.py	pyro/__init__.py	2	12	176
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/__init__.py	2	12	17
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/autoname/__init__.py	2	12	5
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/bnn/__init__.py	2	12	3
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/bnn/hidden_layer.py	2	12	3
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/bnn/utils.py	2	12	3
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/easyguide/__init__.py	2	12	3
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/easyguide/easyguide.py	2	12	9
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/examples/util.py	2	12	9
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/__init__.py	2	12	14
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/kernels/__init__.py	2	12	12
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/likelihoods/__init__.py	2	12	8
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/models/__init__.py	2	12	11
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/gp/util.py	2	12	19
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/oed/util.py	2	12	8
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/tracking/__init__.py	2	12	3
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/util.py	2	12	6
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/__init__.py	2	12	114
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/distribution.py	2	12	44
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/testing/fakes.py	2	12	7
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/torch_patch.py	2	12	27
pyro/distributions/transforms/cholesky.py	pyro/distributions/transforms/batchnorm.py	2	4	7
pyro/distributions/transforms/cholesky.py	examples/dmm/dmm.py	2	4	56
pyro/distributions/transforms/cholesky.py	pyro/distributions/__init__.py	2	4	114
pyro/distributions/transforms/cholesky.py	pyro/distributions/constraints.py	2	4	4
pyro/distributions/transforms/cholesky.py	pyro/distributions/lkj.py	2	4	10
pyro/distributions/transforms/cholesky.py	pyro/distributions/torch.py	2	4	40
pyro/distributions/transforms/cholesky.py	pyro/distributions/torch_distribution.py	2	4	39
pyro/distributions/transforms/generalized_channel_permute.py	pyro/distributions/transforms/affine_autoregressive.py	2	5	11
pyro/distributions/transforms/generalized_channel_permute.py	pyro/distributions/transforms/affine_coupling.py	2	5	13
pyro/distributions/transforms/generalized_channel_permute.py	pyro/distributions/transforms/batchnorm.py	2	5	7
pyro/distributions/transforms/generalized_channel_permute.py	pyro/distributions/transforms/block_autoregressive.py	2	5	12
pyro/distributions/transforms/householder.py	pyro/distributions/transforms/generalized_channel_permute.py	2	11	5
pyro/distributions/transforms/householder.py	examples/air/air.py	2	11	36
pyro/distributions/transforms/householder.py	examples/air/modules.py	2	11	6
pyro/distributions/transforms/householder.py	examples/rsa/semantic_parsing.py	2	11	20
pyro/distributions/transforms/householder.py	examples/vae/ss_vae_M2.py	2	11	34
pyro/distributions/transforms/householder.py	examples/vae/utils/custom_mlp.py	2	11	6
pyro/distributions/transforms/householder.py	examples/vae/utils/mnist_cached.py	2	11	9
pyro/distributions/transforms/householder.py	examples/vae/vae.py	2	11	29
pyro/distributions/transforms/householder.py	examples/vae/vae_comparison.py	2	11	29
pyro/distributions/transforms/householder.py	pyro/contrib/autoname/scoping.py	2	11	6
pyro/distributions/transforms/householder.py	pyro/contrib/conjugate/infer.py	2	11	4
pyro/distributions/transforms/householder.py	pyro/contrib/oed/glmm/guides.py	2	11	3
pyro/distributions/transforms/householder.py	pyro/contrib/oed/search.py	2	11	4
pyro/distributions/transforms/householder.py	pyro/contrib/tracking/dynamic_models.py	2	11	7
pyro/distributions/transforms/householder.py	pyro/contrib/tracking/extended_kalman_filter.py	2	11	8
pyro/distributions/transforms/householder.py	pyro/contrib/tracking/measurements.py	2	11	5
pyro/distributions/transforms/householder.py	pyro/distributions/conditional.py	2	11	5
pyro/distributions/transforms/householder.py	pyro/distributions/multivariate_studentt.py	2	11	5
pyro/distributions/transforms/householder.py	examples/air/main.py	2	11	37
pyro/distributions/transforms/householder.py	examples/baseball.py	2	11	46
pyro/distributions/transforms/householder.py	examples/capture_recapture/cjs.py	2	11	9
pyro/distributions/transforms/householder.py	examples/contrib/autoname/mixture.py	2	11	22
pyro/distributions/transforms/householder.py	examples/contrib/autoname/scoping_mixture.py	2	11	22
pyro/distributions/transforms/householder.py	examples/contrib/autoname/tree_data.py	2	11	21
pyro/distributions/transforms/householder.py	examples/eight_schools/data.py	2	11	3
pyro/distributions/transforms/householder.py	examples/eight_schools/mcmc.py	2	11	29
pyro/distributions/transforms/householder.py	examples/eight_schools/svi.py	2	11	22
pyro/distributions/transforms/householder.py	examples/einsum.py	2	11	3
pyro/distributions/transforms/householder.py	examples/inclined_plane.py	2	11	35
pyro/distributions/transforms/householder.py	examples/lda.py	2	11	25
pyro/distributions/transforms/householder.py	examples/lkj.py	2	11	20
pyro/distributions/transforms/householder.py	examples/minipyro.py	2	11	26
pyro/distributions/transforms/householder.py	examples/mixed_hmm/experiment.py	2	11	3
pyro/distributions/transforms/householder.py	examples/mixed_hmm/model.py	2	11	4
pyro/distributions/transforms/householder.py	examples/mixed_hmm/seal_data.py	2	11	5
pyro/distributions/transforms/householder.py	examples/rsa/schelling.py	2	11	19
pyro/distributions/transforms/householder.py	examples/rsa/schelling_false.py	2	11	19
pyro/distributions/transforms/householder.py	profiler/distributions.py	2	11	11
pyro/distributions/transforms/householder.py	pyro/__init__.py	2	11	176
pyro/distributions/transforms/householder.py	pyro/contrib/__init__.py	2	11	17
pyro/distributions/transforms/householder.py	pyro/contrib/autoname/__init__.py	2	11	5
pyro/distributions/transforms/householder.py	pyro/contrib/bnn/__init__.py	2	11	3
pyro/distributions/transforms/householder.py	pyro/contrib/bnn/hidden_layer.py	2	11	3
pyro/distributions/transforms/householder.py	pyro/contrib/bnn/utils.py	2	11	3
pyro/distributions/transforms/householder.py	pyro/contrib/easyguide/__init__.py	2	11	3
pyro/distributions/transforms/householder.py	pyro/contrib/easyguide/easyguide.py	2	11	9
pyro/distributions/transforms/householder.py	pyro/contrib/examples/util.py	2	11	9
pyro/distributions/transforms/householder.py	pyro/contrib/gp/__init__.py	2	11	14
pyro/distributions/transforms/householder.py	pyro/contrib/gp/kernels/__init__.py	2	11	12
pyro/distributions/transforms/householder.py	pyro/contrib/gp/likelihoods/__init__.py	2	11	8
pyro/distributions/transforms/householder.py	pyro/contrib/gp/models/__init__.py	2	11	11
pyro/distributions/transforms/householder.py	pyro/contrib/gp/util.py	2	11	19
pyro/distributions/transforms/householder.py	pyro/contrib/oed/util.py	2	11	8
pyro/distributions/transforms/householder.py	pyro/contrib/tracking/__init__.py	2	11	3
pyro/distributions/transforms/householder.py	pyro/contrib/util.py	2	11	6
pyro/distributions/transforms/householder.py	pyro/distributions/distribution.py	2	11	44
pyro/distributions/transforms/householder.py	pyro/distributions/rejector.py	2	11	10
pyro/distributions/transforms/householder.py	pyro/distributions/score_parts.py	2	11	7
pyro/distributions/transforms/householder.py	pyro/distributions/testing/fakes.py	2	11	7
pyro/distributions/transforms/householder.py	pyro/distributions/torch_patch.py	2	11	27
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/transforms/cholesky.py	2	5	4
pyro/distributions/transforms/lower_cholesky_affine.py	examples/air/air.py	2	5	36
pyro/distributions/transforms/lower_cholesky_affine.py	examples/air/modules.py	2	5	6
pyro/distributions/transforms/lower_cholesky_affine.py	examples/contrib/gp/sv-dkl.py	2	5	34
pyro/distributions/transforms/lower_cholesky_affine.py	examples/dmm/dmm.py	2	5	56
pyro/distributions/transforms/lower_cholesky_affine.py	examples/hmm.py	2	5	45
pyro/distributions/transforms/lower_cholesky_affine.py	examples/rsa/search_inference.py	2	5	9
pyro/distributions/transforms/lower_cholesky_affine.py	examples/rsa/semantic_parsing.py	2	5	20
pyro/distributions/transforms/lower_cholesky_affine.py	examples/sparse_gamma_def.py	2	5	28
pyro/distributions/transforms/lower_cholesky_affine.py	examples/vae/ss_vae_M2.py	2	5	34
pyro/distributions/transforms/lower_cholesky_affine.py	examples/vae/utils/custom_mlp.py	2	5	6
pyro/distributions/transforms/lower_cholesky_affine.py	examples/vae/utils/mnist_cached.py	2	5	9
pyro/distributions/transforms/lower_cholesky_affine.py	examples/vae/vae.py	2	5	29
pyro/distributions/transforms/lower_cholesky_affine.py	examples/vae/vae_comparison.py	2	5	29
pyro/distributions/transforms/lower_cholesky_affine.py	profiler/profiling_utils.py	2	5	5
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/autoname/named.py	2	5	5
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/autoname/scoping.py	2	5	6
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/conjugate/infer.py	2	5	4
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/kernels/brownian.py	2	5	12
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/kernels/coregionalize.py	2	5	9
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/kernels/dot_product.py	2	5	13
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/kernels/isotropic.py	2	5	14
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/kernels/kernel.py	2	5	22
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/kernels/periodic.py	2	5	12
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/kernels/static.py	2	5	13
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/likelihoods/binary.py	2	5	17
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/likelihoods/gaussian.py	2	5	18
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/likelihoods/likelihood.py	2	5	12
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/likelihoods/multi_class.py	2	5	15
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/likelihoods/poisson.py	2	5	11
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/models/gplvm.py	2	5	12
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/models/gpr.py	2	5	27
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/models/model.py	2	5	24
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/models/sgpr.py	2	5	32
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/models/vgp.py	2	5	21
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/models/vsgp.py	2	5	11
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/gp/parameterized.py	2	5	8
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/minipyro.py	2	5	17
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/oed/eig.py	2	5	17
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/oed/glmm/guides.py	2	5	3
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/oed/search.py	2	5	4
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/tracking/assignment.py	2	5	9
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/tracking/distributions.py	2	5	6
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/tracking/dynamic_models.py	2	5	7
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/tracking/extended_kalman_filter.py	2	5	8
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/tracking/hashing.py	2	5	8
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/contrib/tracking/measurements.py	2	5	5
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/avf_mvn.py	2	5	6
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/conditional.py	2	5	5
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/conjugate.py	2	5	13
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/delta.py	2	5	44
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/diag_normal_mixture.py	2	5	8
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	5	9
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/empirical.py	2	5	13
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/gaussian_scale_mixture.py	2	5	9
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/hmm.py	2	5	30
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/inverse_gamma.py	2	5	6
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/lkj.py	2	5	10
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/mixture.py	2	5	8
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/multivariate_studentt.py	2	5	5
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/omt_mvn.py	2	5	18
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/relaxed_straight_through.py	2	5	8
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/spanning_tree.py	2	5	7
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/testing/naive_dirichlet.py	2	5	7
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/testing/rejection_exponential.py	2	5	9
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/testing/rejection_gamma.py	2	5	19
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/torch.py	2	5	40
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/torch_distribution.py	2	5	39
pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/torch_transform.py	2	5	7
pyro/distributions/transforms/matrix_exponential.py	pyro/distributions/transforms/__init__.py	2	2	30
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/__init__.py	2	10	114
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/transforms/generalized_channel_permute.py	2	10	5
pyro/distributions/transforms/neural_autoregressive.py	examples/air/air.py	2	10	36
pyro/distributions/transforms/neural_autoregressive.py	examples/air/modules.py	2	10	6
pyro/distributions/transforms/neural_autoregressive.py	examples/contrib/gp/sv-dkl.py	2	10	34
pyro/distributions/transforms/neural_autoregressive.py	examples/hmm.py	2	10	45
pyro/distributions/transforms/neural_autoregressive.py	examples/rsa/search_inference.py	2	10	9
pyro/distributions/transforms/neural_autoregressive.py	examples/rsa/semantic_parsing.py	2	10	20
pyro/distributions/transforms/neural_autoregressive.py	examples/sparse_gamma_def.py	2	10	28
pyro/distributions/transforms/neural_autoregressive.py	examples/vae/ss_vae_M2.py	2	10	34
pyro/distributions/transforms/neural_autoregressive.py	examples/vae/utils/custom_mlp.py	2	10	6
pyro/distributions/transforms/neural_autoregressive.py	examples/vae/utils/mnist_cached.py	2	10	9
pyro/distributions/transforms/neural_autoregressive.py	examples/vae/vae.py	2	10	29
pyro/distributions/transforms/neural_autoregressive.py	examples/vae/vae_comparison.py	2	10	29
pyro/distributions/transforms/neural_autoregressive.py	profiler/profiling_utils.py	2	10	5
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/autoname/named.py	2	10	5
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/autoname/scoping.py	2	10	6
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/conjugate/infer.py	2	10	4
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/kernels/brownian.py	2	10	12
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/kernels/coregionalize.py	2	10	9
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/kernels/dot_product.py	2	10	13
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/kernels/isotropic.py	2	10	14
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/kernels/kernel.py	2	10	22
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/kernels/periodic.py	2	10	12
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/kernels/static.py	2	10	13
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/likelihoods/binary.py	2	10	17
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/likelihoods/gaussian.py	2	10	18
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/likelihoods/likelihood.py	2	10	12
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/likelihoods/multi_class.py	2	10	15
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/likelihoods/poisson.py	2	10	11
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/models/gplvm.py	2	10	12
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/models/gpr.py	2	10	27
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/models/model.py	2	10	24
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/models/sgpr.py	2	10	32
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/models/vgp.py	2	10	21
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/models/vsgp.py	2	10	11
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/parameterized.py	2	10	8
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/minipyro.py	2	10	17
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/oed/eig.py	2	10	17
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/oed/glmm/guides.py	2	10	3
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/oed/search.py	2	10	4
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/tracking/assignment.py	2	10	9
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/tracking/distributions.py	2	10	6
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/tracking/dynamic_models.py	2	10	7
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/tracking/extended_kalman_filter.py	2	10	8
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/tracking/hashing.py	2	10	8
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/tracking/measurements.py	2	10	5
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/avf_mvn.py	2	10	6
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/conditional.py	2	10	5
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/conjugate.py	2	10	13
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/delta.py	2	10	44
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/diag_normal_mixture.py	2	10	8
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	10	9
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/empirical.py	2	10	13
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/gaussian_scale_mixture.py	2	10	9
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/hmm.py	2	10	30
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/inverse_gamma.py	2	10	6
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/lkj.py	2	10	10
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/mixture.py	2	10	8
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/multivariate_studentt.py	2	10	5
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/omt_mvn.py	2	10	18
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/relaxed_straight_through.py	2	10	8
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/spanning_tree.py	2	10	7
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/testing/naive_dirichlet.py	2	10	7
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/testing/rejection_exponential.py	2	10	9
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/testing/rejection_gamma.py	2	10	19
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/torch_distribution.py	2	10	39
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/torch_transform.py	2	10	7
pyro/distributions/transforms/permute.py	pyro/distributions/transforms/generalized_channel_permute.py	2	13	5
pyro/distributions/transforms/permute.py	examples/air/air.py	2	13	36
pyro/distributions/transforms/permute.py	examples/air/modules.py	2	13	6
pyro/distributions/transforms/permute.py	examples/rsa/semantic_parsing.py	2	13	20
pyro/distributions/transforms/permute.py	examples/vae/ss_vae_M2.py	2	13	34
pyro/distributions/transforms/permute.py	examples/vae/utils/custom_mlp.py	2	13	6
pyro/distributions/transforms/permute.py	examples/vae/utils/mnist_cached.py	2	13	9
pyro/distributions/transforms/permute.py	examples/vae/vae.py	2	13	29
pyro/distributions/transforms/permute.py	examples/vae/vae_comparison.py	2	13	29
pyro/distributions/transforms/permute.py	pyro/contrib/autoname/scoping.py	2	13	6
pyro/distributions/transforms/permute.py	pyro/contrib/conjugate/infer.py	2	13	4
pyro/distributions/transforms/permute.py	pyro/contrib/oed/glmm/guides.py	2	13	3
pyro/distributions/transforms/permute.py	pyro/contrib/oed/search.py	2	13	4
pyro/distributions/transforms/permute.py	pyro/contrib/tracking/dynamic_models.py	2	13	7
pyro/distributions/transforms/permute.py	pyro/contrib/tracking/extended_kalman_filter.py	2	13	8
pyro/distributions/transforms/permute.py	pyro/contrib/tracking/measurements.py	2	13	5
pyro/distributions/transforms/permute.py	pyro/distributions/multivariate_studentt.py	2	13	5
pyro/distributions/transforms/permute.py	examples/air/main.py	2	13	37
pyro/distributions/transforms/permute.py	examples/baseball.py	2	13	46
pyro/distributions/transforms/permute.py	examples/capture_recapture/cjs.py	2	13	9
pyro/distributions/transforms/permute.py	examples/contrib/autoname/mixture.py	2	13	22
pyro/distributions/transforms/permute.py	examples/contrib/autoname/scoping_mixture.py	2	13	22
pyro/distributions/transforms/permute.py	examples/contrib/autoname/tree_data.py	2	13	21
pyro/distributions/transforms/permute.py	examples/eight_schools/data.py	2	13	3
pyro/distributions/transforms/permute.py	examples/eight_schools/mcmc.py	2	13	29
pyro/distributions/transforms/permute.py	examples/eight_schools/svi.py	2	13	22
pyro/distributions/transforms/permute.py	examples/einsum.py	2	13	3
pyro/distributions/transforms/permute.py	examples/inclined_plane.py	2	13	35
pyro/distributions/transforms/permute.py	examples/lda.py	2	13	25
pyro/distributions/transforms/permute.py	examples/lkj.py	2	13	20
pyro/distributions/transforms/permute.py	examples/minipyro.py	2	13	26
pyro/distributions/transforms/permute.py	examples/mixed_hmm/experiment.py	2	13	3
pyro/distributions/transforms/permute.py	examples/mixed_hmm/model.py	2	13	4
pyro/distributions/transforms/permute.py	examples/mixed_hmm/seal_data.py	2	13	5
pyro/distributions/transforms/permute.py	examples/rsa/schelling.py	2	13	19
pyro/distributions/transforms/permute.py	examples/rsa/schelling_false.py	2	13	19
pyro/distributions/transforms/permute.py	profiler/distributions.py	2	13	11
pyro/distributions/transforms/permute.py	pyro/__init__.py	2	13	176
pyro/distributions/transforms/permute.py	pyro/contrib/__init__.py	2	13	17
pyro/distributions/transforms/permute.py	pyro/contrib/autoname/__init__.py	2	13	5
pyro/distributions/transforms/permute.py	pyro/contrib/bnn/__init__.py	2	13	3
pyro/distributions/transforms/permute.py	pyro/contrib/bnn/hidden_layer.py	2	13	3
pyro/distributions/transforms/permute.py	pyro/contrib/bnn/utils.py	2	13	3
pyro/distributions/transforms/permute.py	pyro/contrib/easyguide/__init__.py	2	13	3
pyro/distributions/transforms/permute.py	pyro/contrib/easyguide/easyguide.py	2	13	9
pyro/distributions/transforms/permute.py	pyro/contrib/examples/util.py	2	13	9
pyro/distributions/transforms/permute.py	pyro/contrib/gp/__init__.py	2	13	14
pyro/distributions/transforms/permute.py	pyro/contrib/gp/kernels/__init__.py	2	13	12
pyro/distributions/transforms/permute.py	pyro/contrib/gp/likelihoods/__init__.py	2	13	8
pyro/distributions/transforms/permute.py	pyro/contrib/gp/models/__init__.py	2	13	11
pyro/distributions/transforms/permute.py	pyro/contrib/gp/util.py	2	13	19
pyro/distributions/transforms/permute.py	pyro/contrib/oed/util.py	2	13	8
pyro/distributions/transforms/permute.py	pyro/contrib/tracking/__init__.py	2	13	3
pyro/distributions/transforms/permute.py	pyro/contrib/util.py	2	13	6
pyro/distributions/transforms/permute.py	pyro/distributions/constraints.py	2	13	4
pyro/distributions/transforms/permute.py	pyro/distributions/distribution.py	2	13	44
pyro/distributions/transforms/permute.py	pyro/distributions/rejector.py	2	13	10
pyro/distributions/transforms/permute.py	pyro/distributions/score_parts.py	2	13	7
pyro/distributions/transforms/permute.py	pyro/distributions/testing/fakes.py	2	13	7
pyro/distributions/transforms/permute.py	pyro/distributions/torch_patch.py	2	13	27
pyro/distributions/transforms/planar.py	pyro/distributions/transforms/generalized_channel_permute.py	2	16	5
pyro/distributions/transforms/planar.py	examples/air/air.py	2	16	36
pyro/distributions/transforms/planar.py	examples/air/modules.py	2	16	6
pyro/distributions/transforms/planar.py	examples/rsa/semantic_parsing.py	2	16	20
pyro/distributions/transforms/planar.py	examples/vae/ss_vae_M2.py	2	16	34
pyro/distributions/transforms/planar.py	examples/vae/utils/custom_mlp.py	2	16	6
pyro/distributions/transforms/planar.py	examples/vae/utils/mnist_cached.py	2	16	9
pyro/distributions/transforms/planar.py	examples/vae/vae.py	2	16	29
pyro/distributions/transforms/planar.py	examples/vae/vae_comparison.py	2	16	29
pyro/distributions/transforms/planar.py	pyro/contrib/autoname/scoping.py	2	16	6
pyro/distributions/transforms/planar.py	pyro/contrib/conjugate/infer.py	2	16	4
pyro/distributions/transforms/planar.py	pyro/contrib/oed/glmm/guides.py	2	16	3
pyro/distributions/transforms/planar.py	pyro/contrib/oed/search.py	2	16	4
pyro/distributions/transforms/planar.py	pyro/contrib/tracking/dynamic_models.py	2	16	7
pyro/distributions/transforms/planar.py	pyro/contrib/tracking/extended_kalman_filter.py	2	16	8
pyro/distributions/transforms/planar.py	pyro/contrib/tracking/measurements.py	2	16	5
pyro/distributions/transforms/planar.py	pyro/distributions/multivariate_studentt.py	2	16	5
pyro/distributions/transforms/planar.py	examples/air/main.py	2	16	37
pyro/distributions/transforms/planar.py	examples/baseball.py	2	16	46
pyro/distributions/transforms/planar.py	examples/capture_recapture/cjs.py	2	16	9
pyro/distributions/transforms/planar.py	examples/contrib/autoname/mixture.py	2	16	22
pyro/distributions/transforms/planar.py	examples/contrib/autoname/scoping_mixture.py	2	16	22
pyro/distributions/transforms/planar.py	examples/contrib/autoname/tree_data.py	2	16	21
pyro/distributions/transforms/planar.py	examples/eight_schools/data.py	2	16	3
pyro/distributions/transforms/planar.py	examples/eight_schools/mcmc.py	2	16	29
pyro/distributions/transforms/planar.py	examples/eight_schools/svi.py	2	16	22
pyro/distributions/transforms/planar.py	examples/einsum.py	2	16	3
pyro/distributions/transforms/planar.py	examples/inclined_plane.py	2	16	35
pyro/distributions/transforms/planar.py	examples/lda.py	2	16	25
pyro/distributions/transforms/planar.py	examples/lkj.py	2	16	20
pyro/distributions/transforms/planar.py	examples/minipyro.py	2	16	26
pyro/distributions/transforms/planar.py	examples/mixed_hmm/experiment.py	2	16	3
pyro/distributions/transforms/planar.py	examples/mixed_hmm/model.py	2	16	4
pyro/distributions/transforms/planar.py	examples/mixed_hmm/seal_data.py	2	16	5
pyro/distributions/transforms/planar.py	examples/rsa/schelling.py	2	16	19
pyro/distributions/transforms/planar.py	examples/rsa/schelling_false.py	2	16	19
pyro/distributions/transforms/planar.py	profiler/distributions.py	2	16	11
pyro/distributions/transforms/planar.py	pyro/__init__.py	2	16	176
pyro/distributions/transforms/planar.py	pyro/contrib/__init__.py	2	16	17
pyro/distributions/transforms/planar.py	pyro/contrib/autoname/__init__.py	2	16	5
pyro/distributions/transforms/planar.py	pyro/contrib/bnn/__init__.py	2	16	3
pyro/distributions/transforms/planar.py	pyro/contrib/bnn/hidden_layer.py	2	16	3
pyro/distributions/transforms/planar.py	pyro/contrib/bnn/utils.py	2	16	3
pyro/distributions/transforms/planar.py	pyro/contrib/easyguide/__init__.py	2	16	3
pyro/distributions/transforms/planar.py	pyro/contrib/easyguide/easyguide.py	2	16	9
pyro/distributions/transforms/planar.py	pyro/contrib/examples/util.py	2	16	9
pyro/distributions/transforms/planar.py	pyro/contrib/gp/__init__.py	2	16	14
pyro/distributions/transforms/planar.py	pyro/contrib/gp/kernels/__init__.py	2	16	12
pyro/distributions/transforms/planar.py	pyro/contrib/gp/likelihoods/__init__.py	2	16	8
pyro/distributions/transforms/planar.py	pyro/contrib/gp/models/__init__.py	2	16	11
pyro/distributions/transforms/planar.py	pyro/contrib/gp/util.py	2	16	19
pyro/distributions/transforms/planar.py	pyro/contrib/oed/util.py	2	16	8
pyro/distributions/transforms/planar.py	pyro/contrib/tracking/__init__.py	2	16	3
pyro/distributions/transforms/planar.py	pyro/contrib/util.py	2	16	6
pyro/distributions/transforms/planar.py	pyro/distributions/distribution.py	2	16	44
pyro/distributions/transforms/planar.py	pyro/distributions/rejector.py	2	16	10
pyro/distributions/transforms/planar.py	pyro/distributions/score_parts.py	2	16	7
pyro/distributions/transforms/planar.py	pyro/distributions/testing/fakes.py	2	16	7
pyro/distributions/transforms/planar.py	pyro/distributions/torch_patch.py	2	16	27
pyro/distributions/transforms/polynomial.py	examples/air/air.py	2	9	36
pyro/distributions/transforms/polynomial.py	examples/air/modules.py	2	9	6
pyro/distributions/transforms/polynomial.py	examples/rsa/semantic_parsing.py	2	9	20
pyro/distributions/transforms/polynomial.py	examples/vae/ss_vae_M2.py	2	9	34
pyro/distributions/transforms/polynomial.py	examples/vae/utils/custom_mlp.py	2	9	6
pyro/distributions/transforms/polynomial.py	examples/vae/utils/mnist_cached.py	2	9	9
pyro/distributions/transforms/polynomial.py	examples/vae/vae.py	2	9	29
pyro/distributions/transforms/polynomial.py	examples/vae/vae_comparison.py	2	9	29
pyro/distributions/transforms/polynomial.py	pyro/contrib/autoname/scoping.py	2	9	6
pyro/distributions/transforms/polynomial.py	pyro/contrib/conjugate/infer.py	2	9	4
pyro/distributions/transforms/polynomial.py	pyro/contrib/oed/glmm/guides.py	2	9	3
pyro/distributions/transforms/polynomial.py	pyro/contrib/oed/search.py	2	9	4
pyro/distributions/transforms/polynomial.py	pyro/contrib/tracking/dynamic_models.py	2	9	7
pyro/distributions/transforms/polynomial.py	pyro/contrib/tracking/extended_kalman_filter.py	2	9	8
pyro/distributions/transforms/polynomial.py	pyro/contrib/tracking/measurements.py	2	9	5
pyro/distributions/transforms/polynomial.py	pyro/distributions/conditional.py	2	9	5
pyro/distributions/transforms/polynomial.py	pyro/distributions/multivariate_studentt.py	2	9	5
pyro/distributions/transforms/polynomial.py	examples/air/main.py	2	9	37
pyro/distributions/transforms/polynomial.py	examples/baseball.py	2	9	46
pyro/distributions/transforms/polynomial.py	examples/capture_recapture/cjs.py	2	9	9
pyro/distributions/transforms/polynomial.py	examples/contrib/autoname/mixture.py	2	9	22
pyro/distributions/transforms/polynomial.py	examples/contrib/autoname/scoping_mixture.py	2	9	22
pyro/distributions/transforms/polynomial.py	examples/contrib/autoname/tree_data.py	2	9	21
pyro/distributions/transforms/polynomial.py	examples/eight_schools/data.py	2	9	3
pyro/distributions/transforms/polynomial.py	examples/eight_schools/mcmc.py	2	9	29
pyro/distributions/transforms/polynomial.py	examples/eight_schools/svi.py	2	9	22
pyro/distributions/transforms/polynomial.py	examples/einsum.py	2	9	3
pyro/distributions/transforms/polynomial.py	examples/inclined_plane.py	2	9	35
pyro/distributions/transforms/polynomial.py	examples/lda.py	2	9	25
pyro/distributions/transforms/polynomial.py	examples/lkj.py	2	9	20
pyro/distributions/transforms/polynomial.py	examples/minipyro.py	2	9	26
pyro/distributions/transforms/polynomial.py	examples/mixed_hmm/experiment.py	2	9	3
pyro/distributions/transforms/polynomial.py	examples/mixed_hmm/model.py	2	9	4
pyro/distributions/transforms/polynomial.py	examples/mixed_hmm/seal_data.py	2	9	5
pyro/distributions/transforms/polynomial.py	examples/rsa/schelling.py	2	9	19
pyro/distributions/transforms/polynomial.py	examples/rsa/schelling_false.py	2	9	19
pyro/distributions/transforms/polynomial.py	profiler/distributions.py	2	9	11
pyro/distributions/transforms/polynomial.py	pyro/__init__.py	2	9	176
pyro/distributions/transforms/polynomial.py	pyro/contrib/__init__.py	2	9	17
pyro/distributions/transforms/polynomial.py	pyro/contrib/autoname/__init__.py	2	9	5
pyro/distributions/transforms/polynomial.py	pyro/contrib/bnn/__init__.py	2	9	3
pyro/distributions/transforms/polynomial.py	pyro/contrib/bnn/hidden_layer.py	2	9	3
pyro/distributions/transforms/polynomial.py	pyro/contrib/bnn/utils.py	2	9	3
pyro/distributions/transforms/polynomial.py	pyro/contrib/easyguide/__init__.py	2	9	3
pyro/distributions/transforms/polynomial.py	pyro/contrib/easyguide/easyguide.py	2	9	9
pyro/distributions/transforms/polynomial.py	pyro/contrib/examples/util.py	2	9	9
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/__init__.py	2	9	14
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/kernels/__init__.py	2	9	12
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/likelihoods/__init__.py	2	9	8
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/models/__init__.py	2	9	11
pyro/distributions/transforms/polynomial.py	pyro/contrib/gp/util.py	2	9	19
pyro/distributions/transforms/polynomial.py	pyro/contrib/oed/util.py	2	9	8
pyro/distributions/transforms/polynomial.py	pyro/contrib/tracking/__init__.py	2	9	3
pyro/distributions/transforms/polynomial.py	pyro/contrib/util.py	2	9	6
pyro/distributions/transforms/polynomial.py	pyro/distributions/__init__.py	2	9	114
pyro/distributions/transforms/polynomial.py	pyro/distributions/distribution.py	2	9	44
pyro/distributions/transforms/polynomial.py	pyro/distributions/rejector.py	2	9	10
pyro/distributions/transforms/polynomial.py	pyro/distributions/score_parts.py	2	9	7
pyro/distributions/transforms/polynomial.py	pyro/distributions/testing/fakes.py	2	9	7
pyro/distributions/transforms/polynomial.py	pyro/distributions/torch_patch.py	2	9	27
pyro/distributions/transforms/radial.py	pyro/distributions/transforms/matrix_exponential.py	2	15	2
pyro/distributions/transforms/radial.py	pyro/distributions/transforms/generalized_channel_permute.py	2	15	5
pyro/distributions/transforms/radial.py	examples/air/air.py	2	15	36
pyro/distributions/transforms/radial.py	examples/air/modules.py	2	15	6
pyro/distributions/transforms/radial.py	examples/rsa/semantic_parsing.py	2	15	20
pyro/distributions/transforms/radial.py	examples/vae/ss_vae_M2.py	2	15	34
pyro/distributions/transforms/radial.py	examples/vae/utils/custom_mlp.py	2	15	6
pyro/distributions/transforms/radial.py	examples/vae/utils/mnist_cached.py	2	15	9
pyro/distributions/transforms/radial.py	examples/vae/vae.py	2	15	29
pyro/distributions/transforms/radial.py	examples/vae/vae_comparison.py	2	15	29
pyro/distributions/transforms/radial.py	pyro/contrib/autoname/scoping.py	2	15	6
pyro/distributions/transforms/radial.py	pyro/contrib/conjugate/infer.py	2	15	4
pyro/distributions/transforms/radial.py	pyro/contrib/oed/glmm/guides.py	2	15	3
pyro/distributions/transforms/radial.py	pyro/contrib/oed/search.py	2	15	4
pyro/distributions/transforms/radial.py	pyro/contrib/tracking/dynamic_models.py	2	15	7
pyro/distributions/transforms/radial.py	pyro/contrib/tracking/extended_kalman_filter.py	2	15	8
pyro/distributions/transforms/radial.py	pyro/contrib/tracking/measurements.py	2	15	5
pyro/distributions/transforms/radial.py	pyro/distributions/conditional.py	2	15	5
pyro/distributions/transforms/radial.py	pyro/distributions/multivariate_studentt.py	2	15	5
pyro/distributions/transforms/radial.py	examples/air/main.py	2	15	37
pyro/distributions/transforms/radial.py	examples/baseball.py	2	15	46
pyro/distributions/transforms/radial.py	examples/capture_recapture/cjs.py	2	15	9
pyro/distributions/transforms/radial.py	examples/contrib/autoname/mixture.py	2	15	22
pyro/distributions/transforms/radial.py	examples/contrib/autoname/scoping_mixture.py	2	15	22
pyro/distributions/transforms/radial.py	examples/contrib/autoname/tree_data.py	2	15	21
pyro/distributions/transforms/radial.py	examples/eight_schools/data.py	2	15	3
pyro/distributions/transforms/radial.py	examples/eight_schools/mcmc.py	2	15	29
pyro/distributions/transforms/radial.py	examples/eight_schools/svi.py	2	15	22
pyro/distributions/transforms/radial.py	examples/einsum.py	2	15	3
pyro/distributions/transforms/radial.py	examples/inclined_plane.py	2	15	35
pyro/distributions/transforms/radial.py	examples/lda.py	2	15	25
pyro/distributions/transforms/radial.py	examples/lkj.py	2	15	20
pyro/distributions/transforms/radial.py	examples/minipyro.py	2	15	26
pyro/distributions/transforms/radial.py	examples/mixed_hmm/experiment.py	2	15	3
pyro/distributions/transforms/radial.py	examples/mixed_hmm/model.py	2	15	4
pyro/distributions/transforms/radial.py	examples/mixed_hmm/seal_data.py	2	15	5
pyro/distributions/transforms/radial.py	examples/rsa/schelling.py	2	15	19
pyro/distributions/transforms/radial.py	examples/rsa/schelling_false.py	2	15	19
pyro/distributions/transforms/radial.py	profiler/distributions.py	2	15	11
pyro/distributions/transforms/radial.py	pyro/__init__.py	2	15	176
pyro/distributions/transforms/radial.py	pyro/contrib/__init__.py	2	15	17
pyro/distributions/transforms/radial.py	pyro/contrib/autoname/__init__.py	2	15	5
pyro/distributions/transforms/radial.py	pyro/contrib/bnn/__init__.py	2	15	3
pyro/distributions/transforms/radial.py	pyro/contrib/bnn/hidden_layer.py	2	15	3
pyro/distributions/transforms/radial.py	pyro/contrib/bnn/utils.py	2	15	3
pyro/distributions/transforms/radial.py	pyro/contrib/easyguide/__init__.py	2	15	3
pyro/distributions/transforms/radial.py	pyro/contrib/easyguide/easyguide.py	2	15	9
pyro/distributions/transforms/radial.py	pyro/contrib/examples/util.py	2	15	9
pyro/distributions/transforms/radial.py	pyro/contrib/gp/__init__.py	2	15	14
pyro/distributions/transforms/radial.py	pyro/contrib/gp/kernels/__init__.py	2	15	12
pyro/distributions/transforms/radial.py	pyro/contrib/gp/likelihoods/__init__.py	2	15	8
pyro/distributions/transforms/radial.py	pyro/contrib/gp/models/__init__.py	2	15	11
pyro/distributions/transforms/radial.py	pyro/contrib/gp/util.py	2	15	19
pyro/distributions/transforms/radial.py	pyro/contrib/oed/util.py	2	15	8
pyro/distributions/transforms/radial.py	pyro/contrib/tracking/__init__.py	2	15	3
pyro/distributions/transforms/radial.py	pyro/contrib/util.py	2	15	6
pyro/distributions/transforms/radial.py	pyro/distributions/distribution.py	2	15	44
pyro/distributions/transforms/radial.py	pyro/distributions/rejector.py	2	15	10
pyro/distributions/transforms/radial.py	pyro/distributions/score_parts.py	2	15	7
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pyro/distributions/unit.py	examples/rsa/hyperbole.py	2	3	19
pyro/distributions/unit.py	pyro/__init__.py	2	3	176
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pyro/distributions/util.py	pyro/contrib/conjugate/infer.py	2	62	4
pyro/distributions/util.py	pyro/contrib/oed/glmm/guides.py	2	62	3
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pyro/distributions/util.py	pyro/distributions/conditional.py	2	62	5
pyro/distributions/util.py	pyro/distributions/multivariate_studentt.py	2	62	5
pyro/distributions/util.py	pyro/distributions/transforms/affine_autoregressive.py	2	62	11
pyro/distributions/util.py	pyro/distributions/transforms/batchnorm.py	2	62	7
pyro/distributions/util.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	62	5
pyro/distributions/util.py	pyro/distributions/transforms/neural_autoregressive.py	2	62	10
pyro/distributions/util.py	pyro/distributions/unit.py	2	62	3
pyro/distributions/util.py	examples/contrib/autoname/mixture.py	2	62	22
pyro/distributions/util.py	examples/contrib/autoname/scoping_mixture.py	2	62	22
pyro/distributions/util.py	examples/contrib/autoname/tree_data.py	2	62	21
pyro/distributions/util.py	examples/contrib/oed/gp_bayes_opt.py	2	62	9
pyro/distributions/util.py	examples/eight_schools/data.py	2	62	3
pyro/distributions/util.py	examples/einsum.py	2	62	3
pyro/distributions/util.py	examples/minipyro.py	2	62	26
pyro/distributions/util.py	examples/mixed_hmm/experiment.py	2	62	3
pyro/distributions/util.py	examples/mixed_hmm/model.py	2	62	4
pyro/distributions/util.py	examples/mixed_hmm/seal_data.py	2	62	5
pyro/distributions/util.py	examples/rsa/schelling.py	2	62	19
pyro/distributions/util.py	examples/rsa/schelling_false.py	2	62	19
pyro/distributions/util.py	examples/sparse_regression.py	2	62	18
pyro/distributions/util.py	pyro/contrib/autoname/__init__.py	2	62	5
pyro/distributions/util.py	pyro/contrib/bnn/__init__.py	2	62	3
pyro/distributions/util.py	pyro/contrib/bnn/hidden_layer.py	2	62	3
pyro/distributions/util.py	pyro/contrib/bnn/utils.py	2	62	3
pyro/distributions/util.py	pyro/contrib/easyguide/__init__.py	2	62	3
pyro/distributions/util.py	pyro/contrib/easyguide/easyguide.py	2	62	9
pyro/distributions/util.py	pyro/contrib/gp/likelihoods/__init__.py	2	62	8
pyro/distributions/util.py	pyro/contrib/oed/util.py	2	62	8
pyro/distributions/util.py	pyro/contrib/tracking/__init__.py	2	62	3
pyro/distributions/util.py	pyro/contrib/util.py	2	62	6
pyro/distributions/util.py	pyro/distributions/transforms/utils.py	2	62	3
pyro/distributions/von_mises_3d.py	examples/air/air.py	2	4	36
pyro/distributions/von_mises_3d.py	examples/air/modules.py	2	4	6
pyro/distributions/von_mises_3d.py	examples/dmm/dmm.py	2	4	56
pyro/distributions/von_mises_3d.py	examples/rsa/semantic_parsing.py	2	4	20
pyro/distributions/von_mises_3d.py	examples/vae/ss_vae_M2.py	2	4	34
pyro/distributions/von_mises_3d.py	examples/vae/utils/custom_mlp.py	2	4	6
pyro/distributions/von_mises_3d.py	examples/vae/utils/mnist_cached.py	2	4	9
pyro/distributions/von_mises_3d.py	examples/vae/vae.py	2	4	29
pyro/distributions/von_mises_3d.py	examples/vae/vae_comparison.py	2	4	29
pyro/distributions/von_mises_3d.py	pyro/contrib/autoname/scoping.py	2	4	6
pyro/distributions/von_mises_3d.py	pyro/contrib/conjugate/infer.py	2	4	4
pyro/distributions/von_mises_3d.py	pyro/contrib/oed/glmm/guides.py	2	4	3
pyro/distributions/von_mises_3d.py	pyro/contrib/oed/search.py	2	4	4
pyro/distributions/von_mises_3d.py	pyro/contrib/tracking/dynamic_models.py	2	4	7
pyro/distributions/von_mises_3d.py	pyro/contrib/tracking/extended_kalman_filter.py	2	4	8
pyro/distributions/von_mises_3d.py	pyro/contrib/tracking/measurements.py	2	4	5
pyro/distributions/von_mises_3d.py	pyro/distributions/conditional.py	2	4	5
pyro/distributions/von_mises_3d.py	pyro/distributions/multivariate_studentt.py	2	4	5
pyro/distributions/von_mises_3d.py	pyro/distributions/transforms/affine_autoregressive.py	2	4	11
pyro/distributions/von_mises_3d.py	pyro/distributions/transforms/batchnorm.py	2	4	7
pyro/distributions/von_mises_3d.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	4	5
pyro/distributions/von_mises_3d.py	pyro/distributions/transforms/neural_autoregressive.py	2	4	10
pyro/distributions/von_mises_3d.py	pyro/distributions/unit.py	2	4	3
pyro/distributions/von_mises_3d.py	examples/air/main.py	2	4	37
pyro/distributions/von_mises_3d.py	examples/baseball.py	2	4	46
pyro/distributions/von_mises_3d.py	examples/capture_recapture/cjs.py	2	4	9
pyro/distributions/von_mises_3d.py	examples/contrib/autoname/mixture.py	2	4	22
pyro/distributions/von_mises_3d.py	examples/contrib/autoname/scoping_mixture.py	2	4	22
pyro/distributions/von_mises_3d.py	examples/contrib/autoname/tree_data.py	2	4	21
pyro/distributions/von_mises_3d.py	examples/eight_schools/data.py	2	4	3
pyro/distributions/von_mises_3d.py	examples/eight_schools/mcmc.py	2	4	29
pyro/distributions/von_mises_3d.py	examples/eight_schools/svi.py	2	4	22
pyro/distributions/von_mises_3d.py	examples/einsum.py	2	4	3
pyro/distributions/von_mises_3d.py	examples/inclined_plane.py	2	4	35
pyro/distributions/von_mises_3d.py	examples/lda.py	2	4	25
pyro/distributions/von_mises_3d.py	examples/lkj.py	2	4	20
pyro/distributions/von_mises_3d.py	examples/minipyro.py	2	4	26
pyro/distributions/von_mises_3d.py	examples/mixed_hmm/experiment.py	2	4	3
pyro/distributions/von_mises_3d.py	examples/mixed_hmm/model.py	2	4	4
pyro/distributions/von_mises_3d.py	examples/mixed_hmm/seal_data.py	2	4	5
pyro/distributions/von_mises_3d.py	examples/rsa/schelling.py	2	4	19
pyro/distributions/von_mises_3d.py	examples/rsa/schelling_false.py	2	4	19
pyro/distributions/von_mises_3d.py	profiler/distributions.py	2	4	11
pyro/distributions/von_mises_3d.py	pyro/__init__.py	2	4	176
pyro/distributions/von_mises_3d.py	pyro/contrib/__init__.py	2	4	17
pyro/distributions/von_mises_3d.py	pyro/contrib/autoname/__init__.py	2	4	5
pyro/distributions/von_mises_3d.py	pyro/contrib/bnn/__init__.py	2	4	3
pyro/distributions/von_mises_3d.py	pyro/contrib/bnn/hidden_layer.py	2	4	3
pyro/distributions/von_mises_3d.py	pyro/contrib/bnn/utils.py	2	4	3
pyro/distributions/von_mises_3d.py	pyro/contrib/easyguide/__init__.py	2	4	3
pyro/distributions/von_mises_3d.py	pyro/contrib/easyguide/easyguide.py	2	4	9
pyro/distributions/von_mises_3d.py	pyro/contrib/examples/util.py	2	4	9
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/__init__.py	2	4	14
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/kernels/__init__.py	2	4	12
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/likelihoods/__init__.py	2	4	8
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/models/__init__.py	2	4	11
pyro/distributions/von_mises_3d.py	pyro/contrib/gp/util.py	2	4	19
pyro/distributions/von_mises_3d.py	pyro/contrib/oed/util.py	2	4	8
pyro/distributions/von_mises_3d.py	pyro/contrib/tracking/__init__.py	2	4	3
pyro/distributions/von_mises_3d.py	pyro/contrib/util.py	2	4	6
pyro/distributions/von_mises_3d.py	pyro/distributions/distribution.py	2	4	44
pyro/distributions/von_mises_3d.py	pyro/distributions/rejector.py	2	4	10
pyro/distributions/von_mises_3d.py	pyro/distributions/score_parts.py	2	4	7
pyro/distributions/von_mises_3d.py	pyro/distributions/testing/fakes.py	2	4	7
pyro/distributions/von_mises_3d.py	pyro/distributions/torch_patch.py	2	4	27
pyro/distributions/von_mises_3d.py	pyro/distributions/transforms/utils.py	2	4	3
pyro/distributions/zero_inflated.py	pyro/distributions/transforms/__init__.py	2	8	30
pyro/distributions/zero_inflated.py	pyro/contrib/forecast/util.py	2	8	9
pyro/distributions/zero_inflated.py	examples/air/air.py	2	8	36
pyro/distributions/zero_inflated.py	examples/air/modules.py	2	8	6
pyro/distributions/zero_inflated.py	examples/contrib/gp/sv-dkl.py	2	8	34
pyro/distributions/zero_inflated.py	examples/dmm/dmm.py	2	8	56
pyro/distributions/zero_inflated.py	examples/hmm.py	2	8	45
pyro/distributions/zero_inflated.py	examples/rsa/search_inference.py	2	8	9
pyro/distributions/zero_inflated.py	examples/rsa/semantic_parsing.py	2	8	20
pyro/distributions/zero_inflated.py	examples/sparse_gamma_def.py	2	8	28
pyro/distributions/zero_inflated.py	examples/vae/ss_vae_M2.py	2	8	34
pyro/distributions/zero_inflated.py	examples/vae/utils/custom_mlp.py	2	8	6
pyro/distributions/zero_inflated.py	examples/vae/utils/mnist_cached.py	2	8	9
pyro/distributions/zero_inflated.py	examples/vae/vae.py	2	8	29
pyro/distributions/zero_inflated.py	examples/vae/vae_comparison.py	2	8	29
pyro/distributions/zero_inflated.py	profiler/profiling_utils.py	2	8	5
pyro/distributions/zero_inflated.py	pyro/contrib/autoname/named.py	2	8	5
pyro/distributions/zero_inflated.py	pyro/contrib/autoname/scoping.py	2	8	6
pyro/distributions/zero_inflated.py	pyro/contrib/conjugate/infer.py	2	8	4
pyro/distributions/zero_inflated.py	pyro/contrib/gp/kernels/brownian.py	2	8	12
pyro/distributions/zero_inflated.py	pyro/contrib/gp/kernels/coregionalize.py	2	8	9
pyro/distributions/zero_inflated.py	pyro/contrib/gp/kernels/dot_product.py	2	8	13
pyro/distributions/zero_inflated.py	pyro/contrib/gp/kernels/isotropic.py	2	8	14
pyro/distributions/zero_inflated.py	pyro/contrib/gp/kernels/kernel.py	2	8	22
pyro/distributions/zero_inflated.py	pyro/contrib/gp/kernels/periodic.py	2	8	12
pyro/distributions/zero_inflated.py	pyro/contrib/gp/kernels/static.py	2	8	13
pyro/distributions/zero_inflated.py	pyro/contrib/gp/likelihoods/binary.py	2	8	17
pyro/distributions/zero_inflated.py	pyro/contrib/gp/likelihoods/gaussian.py	2	8	18
pyro/distributions/zero_inflated.py	pyro/contrib/gp/likelihoods/likelihood.py	2	8	12
pyro/distributions/zero_inflated.py	pyro/contrib/gp/likelihoods/multi_class.py	2	8	15
pyro/distributions/zero_inflated.py	pyro/contrib/gp/likelihoods/poisson.py	2	8	11
pyro/distributions/zero_inflated.py	pyro/contrib/gp/models/gplvm.py	2	8	12
pyro/distributions/zero_inflated.py	pyro/contrib/gp/models/gpr.py	2	8	27
pyro/distributions/zero_inflated.py	pyro/contrib/gp/models/model.py	2	8	24
pyro/distributions/zero_inflated.py	pyro/contrib/gp/models/sgpr.py	2	8	32
pyro/distributions/zero_inflated.py	pyro/contrib/gp/models/vgp.py	2	8	21
pyro/distributions/zero_inflated.py	pyro/contrib/gp/models/vsgp.py	2	8	11
pyro/distributions/zero_inflated.py	pyro/contrib/gp/parameterized.py	2	8	8
pyro/distributions/zero_inflated.py	pyro/contrib/minipyro.py	2	8	17
pyro/distributions/zero_inflated.py	pyro/contrib/oed/eig.py	2	8	17
pyro/distributions/zero_inflated.py	pyro/contrib/oed/glmm/guides.py	2	8	3
pyro/distributions/zero_inflated.py	pyro/contrib/oed/search.py	2	8	4
pyro/distributions/zero_inflated.py	pyro/contrib/tracking/assignment.py	2	8	9
pyro/distributions/zero_inflated.py	pyro/contrib/tracking/distributions.py	2	8	6
pyro/distributions/zero_inflated.py	pyro/contrib/tracking/dynamic_models.py	2	8	7
pyro/distributions/zero_inflated.py	pyro/contrib/tracking/extended_kalman_filter.py	2	8	8
pyro/distributions/zero_inflated.py	pyro/contrib/tracking/hashing.py	2	8	8
pyro/distributions/zero_inflated.py	pyro/contrib/tracking/measurements.py	2	8	5
pyro/distributions/zero_inflated.py	pyro/distributions/avf_mvn.py	2	8	6
pyro/distributions/zero_inflated.py	pyro/distributions/conditional.py	2	8	5
pyro/distributions/zero_inflated.py	pyro/distributions/conjugate.py	2	8	13
pyro/distributions/zero_inflated.py	pyro/distributions/delta.py	2	8	44
pyro/distributions/zero_inflated.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	8	9
pyro/distributions/zero_inflated.py	pyro/distributions/empirical.py	2	8	13
pyro/distributions/zero_inflated.py	pyro/distributions/hmm.py	2	8	30
pyro/distributions/zero_inflated.py	pyro/distributions/lkj.py	2	8	10
pyro/distributions/zero_inflated.py	pyro/distributions/mixture.py	2	8	8
pyro/distributions/zero_inflated.py	pyro/distributions/multivariate_studentt.py	2	8	5
pyro/distributions/zero_inflated.py	pyro/distributions/omt_mvn.py	2	8	18
pyro/distributions/zero_inflated.py	pyro/distributions/spanning_tree.py	2	8	7
pyro/distributions/zero_inflated.py	pyro/distributions/testing/naive_dirichlet.py	2	8	7
pyro/distributions/zero_inflated.py	pyro/distributions/testing/rejection_exponential.py	2	8	9
pyro/distributions/zero_inflated.py	pyro/distributions/testing/rejection_gamma.py	2	8	19
pyro/distributions/zero_inflated.py	pyro/distributions/torch.py	2	8	40
pyro/distributions/zero_inflated.py	pyro/distributions/torch_distribution.py	2	8	39
pyro/distributions/zero_inflated.py	pyro/distributions/torch_transform.py	2	8	7
pyro/distributions/zero_inflated.py	pyro/distributions/transforms/affine_autoregressive.py	2	8	11
pyro/distributions/zero_inflated.py	pyro/distributions/transforms/batchnorm.py	2	8	7
pyro/distributions/zero_inflated.py	pyro/distributions/transforms/block_autoregressive.py	2	8	12
pyro/distributions/zero_inflated.py	pyro/distributions/transforms/householder.py	2	8	11
pyro/distributions/zero_inflated.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	8	5
pyro/distributions/zero_inflated.py	pyro/distributions/transforms/neural_autoregressive.py	2	8	10
pyro/distributions/zero_inflated.py	pyro/distributions/transforms/permute.py	2	8	13
pyro/distributions/zero_inflated.py	pyro/distributions/transforms/planar.py	2	8	16
pyro/distributions/zero_inflated.py	pyro/distributions/transforms/polynomial.py	2	8	9
pyro/distributions/zero_inflated.py	pyro/distributions/transforms/radial.py	2	8	15
pyro/distributions/zero_inflated.py	pyro/distributions/transforms/sylvester.py	2	8	12
pyro/distributions/zero_inflated.py	pyro/distributions/unit.py	2	8	3
pyro/distributions/zero_inflated.py	pyro/distributions/util.py	2	8	62
pyro/distributions/zero_inflated.py	pyro/distributions/von_mises_3d.py	2	8	4
pyro/distributions/zero_inflated.py	pyro/distributions/__init__.py	2	8	114
pyro/distributions/zero_inflated.py	pyro/distributions/constraints.py	2	8	4
pyro/generic.py	examples/air/main.py	2	7	37
pyro/generic.py	examples/baseball.py	2	7	46
pyro/generic.py	examples/capture_recapture/cjs.py	2	7	9
pyro/generic.py	examples/contrib/autoname/mixture.py	2	7	22
pyro/generic.py	examples/contrib/autoname/scoping_mixture.py	2	7	22
pyro/generic.py	examples/contrib/autoname/tree_data.py	2	7	21
pyro/generic.py	examples/contrib/gp/sv-dkl.py	2	7	34
pyro/generic.py	examples/eight_schools/data.py	2	7	3
pyro/generic.py	examples/eight_schools/mcmc.py	2	7	29
pyro/generic.py	examples/eight_schools/svi.py	2	7	22
pyro/generic.py	examples/einsum.py	2	7	3
pyro/generic.py	examples/hmm.py	2	7	45
pyro/generic.py	examples/inclined_plane.py	2	7	35
pyro/generic.py	examples/lda.py	2	7	25
pyro/generic.py	examples/lkj.py	2	7	20
pyro/generic.py	examples/mixed_hmm/experiment.py	2	7	3
pyro/generic.py	examples/mixed_hmm/model.py	2	7	4
pyro/generic.py	examples/mixed_hmm/seal_data.py	2	7	5
pyro/generic.py	examples/rsa/schelling.py	2	7	19
pyro/generic.py	examples/rsa/schelling_false.py	2	7	19
pyro/generic.py	examples/rsa/search_inference.py	2	7	9
pyro/generic.py	examples/sparse_gamma_def.py	2	7	28
pyro/generic.py	profiler/distributions.py	2	7	11
pyro/generic.py	profiler/profiling_utils.py	2	7	5
pyro/generic.py	pyro/__init__.py	2	7	176
pyro/generic.py	pyro/contrib/__init__.py	2	7	17
pyro/generic.py	pyro/contrib/autoname/__init__.py	2	7	5
pyro/generic.py	pyro/contrib/autoname/named.py	2	7	5
pyro/generic.py	pyro/contrib/bnn/__init__.py	2	7	3
pyro/generic.py	pyro/contrib/bnn/hidden_layer.py	2	7	3
pyro/generic.py	pyro/contrib/bnn/utils.py	2	7	3
pyro/generic.py	pyro/contrib/easyguide/__init__.py	2	7	3
pyro/generic.py	pyro/contrib/easyguide/easyguide.py	2	7	9
pyro/generic.py	pyro/contrib/examples/util.py	2	7	9
pyro/generic.py	pyro/contrib/gp/__init__.py	2	7	14
pyro/generic.py	pyro/contrib/gp/kernels/__init__.py	2	7	12
pyro/generic.py	pyro/contrib/gp/kernels/brownian.py	2	7	12
pyro/generic.py	pyro/contrib/gp/kernels/coregionalize.py	2	7	9
pyro/generic.py	pyro/contrib/gp/kernels/dot_product.py	2	7	13
pyro/generic.py	pyro/contrib/gp/kernels/isotropic.py	2	7	14
pyro/generic.py	pyro/contrib/gp/kernels/kernel.py	2	7	22
pyro/generic.py	pyro/contrib/gp/kernels/periodic.py	2	7	12
pyro/generic.py	pyro/contrib/gp/kernels/static.py	2	7	13
pyro/generic.py	pyro/contrib/gp/likelihoods/__init__.py	2	7	8
pyro/generic.py	pyro/contrib/gp/likelihoods/binary.py	2	7	17
pyro/generic.py	pyro/contrib/gp/likelihoods/gaussian.py	2	7	18
pyro/generic.py	pyro/contrib/gp/likelihoods/likelihood.py	2	7	12
pyro/generic.py	pyro/contrib/gp/likelihoods/multi_class.py	2	7	15
pyro/generic.py	pyro/contrib/gp/likelihoods/poisson.py	2	7	11
pyro/generic.py	pyro/contrib/gp/models/__init__.py	2	7	11
pyro/generic.py	pyro/contrib/gp/models/gplvm.py	2	7	12
pyro/generic.py	pyro/contrib/gp/models/gpr.py	2	7	27
pyro/generic.py	pyro/contrib/gp/models/model.py	2	7	24
pyro/generic.py	pyro/contrib/gp/models/sgpr.py	2	7	32
pyro/generic.py	pyro/contrib/gp/models/vgp.py	2	7	21
pyro/generic.py	pyro/contrib/gp/models/vsgp.py	2	7	11
pyro/generic.py	pyro/contrib/gp/parameterized.py	2	7	8
pyro/generic.py	pyro/contrib/gp/util.py	2	7	19
pyro/generic.py	pyro/contrib/oed/eig.py	2	7	17
pyro/generic.py	pyro/contrib/oed/util.py	2	7	8
pyro/generic.py	pyro/contrib/tracking/__init__.py	2	7	3
pyro/generic.py	pyro/contrib/tracking/assignment.py	2	7	9
pyro/generic.py	pyro/contrib/tracking/distributions.py	2	7	6
pyro/generic.py	pyro/contrib/tracking/hashing.py	2	7	8
pyro/generic.py	pyro/contrib/util.py	2	7	6
pyro/generic.py	pyro/distributions/__init__.py	2	7	114
pyro/generic.py	pyro/distributions/avf_mvn.py	2	7	6
pyro/generic.py	pyro/distributions/conjugate.py	2	7	13
pyro/generic.py	pyro/distributions/delta.py	2	7	44
pyro/generic.py	pyro/distributions/diag_normal_mixture.py	2	7	8
pyro/generic.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	7	9
pyro/generic.py	pyro/distributions/distribution.py	2	7	44
pyro/generic.py	pyro/distributions/empirical.py	2	7	13
pyro/generic.py	pyro/distributions/gaussian_scale_mixture.py	2	7	9
pyro/generic.py	pyro/distributions/hmm.py	2	7	30
pyro/generic.py	pyro/distributions/inverse_gamma.py	2	7	6
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pyro/infer/autoguide/initialization.py	pyro/distributions/torch_distribution.py	2	7	39
pyro/infer/autoguide/initialization.py	pyro/distributions/torch_transform.py	2	7	7
pyro/infer/autoguide/initialization.py	pyro/distributions/transforms/affine_autoregressive.py	2	7	11
pyro/infer/autoguide/initialization.py	pyro/distributions/transforms/affine_coupling.py	2	7	13
pyro/infer/autoguide/initialization.py	pyro/distributions/transforms/batchnorm.py	2	7	7
pyro/infer/autoguide/initialization.py	pyro/distributions/transforms/block_autoregressive.py	2	7	12
pyro/infer/autoguide/initialization.py	pyro/distributions/transforms/householder.py	2	7	11
pyro/infer/autoguide/initialization.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	7	5
pyro/infer/autoguide/initialization.py	pyro/distributions/transforms/neural_autoregressive.py	2	7	10
pyro/infer/autoguide/initialization.py	pyro/distributions/transforms/permute.py	2	7	13
pyro/infer/autoguide/initialization.py	pyro/distributions/transforms/planar.py	2	7	16
pyro/infer/autoguide/initialization.py	pyro/distributions/transforms/polynomial.py	2	7	9
pyro/infer/autoguide/initialization.py	pyro/distributions/transforms/radial.py	2	7	15
pyro/infer/autoguide/initialization.py	pyro/distributions/transforms/sylvester.py	2	7	12
pyro/infer/autoguide/initialization.py	pyro/distributions/unit.py	2	7	3
pyro/infer/autoguide/initialization.py	pyro/distributions/util.py	2	7	62
pyro/infer/autoguide/initialization.py	pyro/distributions/von_mises_3d.py	2	7	4
pyro/infer/autoguide/initialization.py	pyro/distributions/zero_inflated.py	2	7	8
pyro/infer/autoguide/initialization.py	pyro/infer/abstract_infer.py	2	7	64
pyro/infer/autoguide/initialization.py	examples/capture_recapture/cjs.py	2	7	9
pyro/infer/autoguide/initialization.py	pyro/contrib/__init__.py	2	7	17
pyro/infer/autoguide/initialization.py	pyro/contrib/autoguide.py	2	7	3
pyro/infer/autoguide/initialization.py	pyro/contrib/easyguide/easyguide.py	2	7	9
pyro/infer/autoguide/initialization.py	pyro/contrib/oed/util.py	2	7	8
pyro/infer/autoguide/initialization.py	pyro/contrib/util.py	2	7	6
pyro/infer/autoguide/utils.py	examples/capture_recapture/cjs.py	2	2	9
pyro/infer/autoguide/utils.py	examples/hmm.py	2	2	45
pyro/infer/autoguide/utils.py	examples/sparse_gamma_def.py	2	2	28
pyro/infer/autoguide/utils.py	examples/sparse_regression.py	2	2	18
pyro/infer/autoguide/utils.py	pyro/contrib/__init__.py	2	2	17
pyro/infer/autoguide/utils.py	pyro/contrib/autoguide.py	2	2	3
pyro/infer/autoguide/utils.py	pyro/contrib/easyguide/easyguide.py	2	2	9
pyro/infer/autoguide/utils.py	pyro/contrib/gp/parameterized.py	2	2	8
pyro/infer/autoguide/utils.py	pyro/contrib/oed/eig.py	2	2	17
pyro/infer/autoguide/utils.py	pyro/contrib/oed/util.py	2	2	8
pyro/infer/autoguide/utils.py	pyro/contrib/util.py	2	2	6
pyro/infer/autoguide/utils.py	pyro/infer/autoguide/__init__.py	2	2	6
pyro/infer/autoguide/utils.py	pyro/infer/autoguide/guides.py	2	2	18
pyro/infer/autoguide/utils.py	pyro/infer/autoguide/initialization.py	2	2	7
pyro/infer/csis.py	examples/air/air.py	2	5	36
pyro/infer/csis.py	examples/air/modules.py	2	5	6
pyro/infer/csis.py	examples/dmm/dmm.py	2	5	56
pyro/infer/csis.py	examples/rsa/semantic_parsing.py	2	5	20
pyro/infer/csis.py	examples/vae/ss_vae_M2.py	2	5	34
pyro/infer/csis.py	examples/vae/utils/custom_mlp.py	2	5	6
pyro/infer/csis.py	examples/vae/utils/mnist_cached.py	2	5	9
pyro/infer/csis.py	examples/vae/vae.py	2	5	29
pyro/infer/csis.py	examples/vae/vae_comparison.py	2	5	29
pyro/infer/csis.py	pyro/contrib/autoname/scoping.py	2	5	6
pyro/infer/csis.py	pyro/contrib/conjugate/infer.py	2	5	4
pyro/infer/csis.py	pyro/contrib/oed/glmm/guides.py	2	5	3
pyro/infer/csis.py	pyro/contrib/oed/search.py	2	5	4
pyro/infer/csis.py	pyro/contrib/tracking/dynamic_models.py	2	5	7
pyro/infer/csis.py	pyro/contrib/tracking/extended_kalman_filter.py	2	5	8
pyro/infer/csis.py	pyro/contrib/tracking/measurements.py	2	5	5
pyro/infer/csis.py	pyro/distributions/conditional.py	2	5	5
pyro/infer/csis.py	pyro/distributions/multivariate_studentt.py	2	5	5
pyro/infer/csis.py	pyro/distributions/transforms/affine_autoregressive.py	2	5	11
pyro/infer/csis.py	pyro/distributions/transforms/batchnorm.py	2	5	7
pyro/infer/csis.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	5	5
pyro/infer/csis.py	pyro/distributions/transforms/neural_autoregressive.py	2	5	10
pyro/infer/csis.py	pyro/distributions/unit.py	2	5	3
pyro/infer/csis.py	pyro/distributions/zero_inflated.py	2	5	8
pyro/infer/csis.py	pyro/infer/autoguide/initialization.py	2	5	7
pyro/infer/csis.py	examples/air/main.py	2	5	37
pyro/infer/csis.py	examples/baseball.py	2	5	46
pyro/infer/csis.py	examples/capture_recapture/cjs.py	2	5	9
pyro/infer/csis.py	examples/contrib/autoname/mixture.py	2	5	22
pyro/infer/csis.py	examples/contrib/autoname/scoping_mixture.py	2	5	22
pyro/infer/csis.py	examples/contrib/autoname/tree_data.py	2	5	21
pyro/infer/csis.py	examples/eight_schools/data.py	2	5	3
pyro/infer/csis.py	examples/eight_schools/mcmc.py	2	5	29
pyro/infer/csis.py	examples/eight_schools/svi.py	2	5	22
pyro/infer/csis.py	examples/einsum.py	2	5	3
pyro/infer/csis.py	examples/inclined_plane.py	2	5	35
pyro/infer/csis.py	examples/lda.py	2	5	25
pyro/infer/csis.py	examples/lkj.py	2	5	20
pyro/infer/csis.py	examples/minipyro.py	2	5	26
pyro/infer/csis.py	examples/mixed_hmm/experiment.py	2	5	3
pyro/infer/csis.py	examples/mixed_hmm/model.py	2	5	4
pyro/infer/csis.py	examples/mixed_hmm/seal_data.py	2	5	5
pyro/infer/csis.py	examples/rsa/schelling.py	2	5	19
pyro/infer/csis.py	examples/rsa/schelling_false.py	2	5	19
pyro/infer/csis.py	profiler/distributions.py	2	5	11
pyro/infer/csis.py	pyro/__init__.py	2	5	176
pyro/infer/csis.py	pyro/contrib/__init__.py	2	5	17
pyro/infer/csis.py	pyro/contrib/autoname/__init__.py	2	5	5
pyro/infer/csis.py	pyro/contrib/bnn/__init__.py	2	5	3
pyro/infer/csis.py	pyro/contrib/bnn/hidden_layer.py	2	5	3
pyro/infer/csis.py	pyro/contrib/bnn/utils.py	2	5	3
pyro/infer/csis.py	pyro/contrib/easyguide/__init__.py	2	5	3
pyro/infer/csis.py	pyro/contrib/easyguide/easyguide.py	2	5	9
pyro/infer/csis.py	pyro/contrib/examples/util.py	2	5	9
pyro/infer/csis.py	pyro/contrib/gp/__init__.py	2	5	14
pyro/infer/csis.py	pyro/contrib/gp/kernels/__init__.py	2	5	12
pyro/infer/csis.py	pyro/contrib/gp/likelihoods/__init__.py	2	5	8
pyro/infer/csis.py	pyro/contrib/gp/models/__init__.py	2	5	11
pyro/infer/csis.py	pyro/contrib/gp/util.py	2	5	19
pyro/infer/csis.py	pyro/contrib/oed/util.py	2	5	8
pyro/infer/csis.py	pyro/contrib/tracking/__init__.py	2	5	3
pyro/infer/csis.py	pyro/contrib/util.py	2	5	6
pyro/infer/csis.py	pyro/distributions/__init__.py	2	5	114
pyro/infer/csis.py	pyro/distributions/distribution.py	2	5	44
pyro/infer/csis.py	pyro/distributions/rejector.py	2	5	10
pyro/infer/csis.py	pyro/distributions/score_parts.py	2	5	7
pyro/infer/csis.py	pyro/distributions/testing/fakes.py	2	5	7
pyro/infer/csis.py	pyro/distributions/torch_patch.py	2	5	27
pyro/infer/csis.py	pyro/distributions/transforms/utils.py	2	5	3
pyro/infer/csis.py	pyro/generic.py	2	5	7
pyro/infer/discrete.py	examples/air/air.py	2	11	36
pyro/infer/discrete.py	examples/air/modules.py	2	11	6
pyro/infer/discrete.py	examples/dmm/dmm.py	2	11	56
pyro/infer/discrete.py	examples/rsa/semantic_parsing.py	2	11	20
pyro/infer/discrete.py	examples/vae/ss_vae_M2.py	2	11	34
pyro/infer/discrete.py	examples/vae/utils/custom_mlp.py	2	11	6
pyro/infer/discrete.py	examples/vae/utils/mnist_cached.py	2	11	9
pyro/infer/discrete.py	examples/vae/vae.py	2	11	29
pyro/infer/discrete.py	examples/vae/vae_comparison.py	2	11	29
pyro/infer/discrete.py	pyro/contrib/autoname/scoping.py	2	11	6
pyro/infer/discrete.py	pyro/contrib/conjugate/infer.py	2	11	4
pyro/infer/discrete.py	pyro/contrib/oed/glmm/guides.py	2	11	3
pyro/infer/discrete.py	pyro/contrib/oed/search.py	2	11	4
pyro/infer/discrete.py	pyro/contrib/tracking/dynamic_models.py	2	11	7
pyro/infer/discrete.py	pyro/contrib/tracking/extended_kalman_filter.py	2	11	8
pyro/infer/discrete.py	pyro/contrib/tracking/measurements.py	2	11	5
pyro/infer/discrete.py	pyro/distributions/conditional.py	2	11	5
pyro/infer/discrete.py	pyro/distributions/multivariate_studentt.py	2	11	5
pyro/infer/discrete.py	pyro/distributions/transforms/affine_autoregressive.py	2	11	11
pyro/infer/discrete.py	pyro/distributions/transforms/batchnorm.py	2	11	7
pyro/infer/discrete.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	11	5
pyro/infer/discrete.py	pyro/distributions/transforms/neural_autoregressive.py	2	11	10
pyro/infer/discrete.py	pyro/distributions/unit.py	2	11	3
pyro/infer/discrete.py	pyro/distributions/zero_inflated.py	2	11	8
pyro/infer/discrete.py	pyro/infer/autoguide/initialization.py	2	11	7
pyro/infer/discrete.py	examples/air/main.py	2	11	37
pyro/infer/discrete.py	examples/baseball.py	2	11	46
pyro/infer/discrete.py	examples/capture_recapture/cjs.py	2	11	9
pyro/infer/discrete.py	examples/contrib/autoname/mixture.py	2	11	22
pyro/infer/discrete.py	examples/contrib/autoname/tree_data.py	2	11	21
pyro/infer/discrete.py	examples/eight_schools/data.py	2	11	3
pyro/infer/discrete.py	examples/eight_schools/mcmc.py	2	11	29
pyro/infer/discrete.py	examples/eight_schools/svi.py	2	11	22
pyro/infer/discrete.py	examples/einsum.py	2	11	3
pyro/infer/discrete.py	examples/inclined_plane.py	2	11	35
pyro/infer/discrete.py	examples/lda.py	2	11	25
pyro/infer/discrete.py	examples/lkj.py	2	11	20
pyro/infer/discrete.py	examples/minipyro.py	2	11	26
pyro/infer/discrete.py	examples/mixed_hmm/experiment.py	2	11	3
pyro/infer/discrete.py	examples/mixed_hmm/model.py	2	11	4
pyro/infer/discrete.py	examples/mixed_hmm/seal_data.py	2	11	5
pyro/infer/discrete.py	examples/rsa/schelling.py	2	11	19
pyro/infer/discrete.py	examples/rsa/schelling_false.py	2	11	19
pyro/infer/discrete.py	profiler/distributions.py	2	11	11
pyro/infer/discrete.py	pyro/__init__.py	2	11	176
pyro/infer/discrete.py	pyro/contrib/__init__.py	2	11	17
pyro/infer/discrete.py	pyro/contrib/autoname/__init__.py	2	11	5
pyro/infer/discrete.py	pyro/contrib/bnn/__init__.py	2	11	3
pyro/infer/discrete.py	pyro/contrib/bnn/hidden_layer.py	2	11	3
pyro/infer/discrete.py	pyro/contrib/bnn/utils.py	2	11	3
pyro/infer/discrete.py	pyro/contrib/easyguide/__init__.py	2	11	3
pyro/infer/discrete.py	pyro/contrib/easyguide/easyguide.py	2	11	9
pyro/infer/discrete.py	pyro/contrib/examples/util.py	2	11	9
pyro/infer/discrete.py	pyro/contrib/gp/__init__.py	2	11	14
pyro/infer/discrete.py	pyro/contrib/gp/kernels/__init__.py	2	11	12
pyro/infer/discrete.py	pyro/contrib/gp/likelihoods/__init__.py	2	11	8
pyro/infer/discrete.py	pyro/contrib/gp/models/__init__.py	2	11	11
pyro/infer/discrete.py	pyro/contrib/gp/util.py	2	11	19
pyro/infer/discrete.py	pyro/contrib/oed/util.py	2	11	8
pyro/infer/discrete.py	pyro/contrib/tracking/__init__.py	2	11	3
pyro/infer/discrete.py	pyro/contrib/util.py	2	11	6
pyro/infer/discrete.py	pyro/distributions/__init__.py	2	11	114
pyro/infer/discrete.py	pyro/distributions/distribution.py	2	11	44
pyro/infer/discrete.py	pyro/distributions/rejector.py	2	11	10
pyro/infer/discrete.py	pyro/distributions/score_parts.py	2	11	7
pyro/infer/discrete.py	pyro/distributions/testing/fakes.py	2	11	7
pyro/infer/discrete.py	pyro/distributions/transforms/utils.py	2	11	3
pyro/infer/discrete.py	pyro/generic.py	2	11	7
pyro/infer/elbo.py	examples/air/air.py	2	27	36
pyro/infer/elbo.py	examples/capture_recapture/cjs.py	2	27	9
pyro/infer/elbo.py	examples/dmm/polyphonic_data_loader.py	2	27	16
pyro/infer/elbo.py	examples/eight_schools/data.py	2	27	3
pyro/infer/elbo.py	examples/einsum.py	2	27	3
pyro/infer/elbo.py	examples/mixed_hmm/experiment.py	2	27	3
pyro/infer/elbo.py	examples/mixed_hmm/model.py	2	27	4
pyro/infer/elbo.py	examples/rsa/generics.py	2	27	19
pyro/infer/elbo.py	examples/rsa/hyperbole.py	2	27	19
pyro/infer/elbo.py	examples/rsa/semantic_parsing.py	2	27	20
pyro/infer/elbo.py	examples/sparse_regression.py	2	27	18
pyro/infer/elbo.py	examples/vae/utils/mnist_cached.py	2	27	9
pyro/infer/elbo.py	profiler/distributions.py	2	27	11
pyro/infer/elbo.py	profiler/profiling_utils.py	2	27	5
pyro/infer/elbo.py	pyro/contrib/__init__.py	2	27	17
pyro/infer/elbo.py	pyro/contrib/autoname/__init__.py	2	27	5
pyro/infer/elbo.py	pyro/contrib/autoname/named.py	2	27	5
pyro/infer/elbo.py	pyro/contrib/bnn/__init__.py	2	27	3
pyro/infer/elbo.py	pyro/contrib/bnn/hidden_layer.py	2	27	3
pyro/infer/elbo.py	pyro/contrib/bnn/utils.py	2	27	3
pyro/infer/elbo.py	pyro/contrib/easyguide/__init__.py	2	27	3
pyro/infer/elbo.py	pyro/contrib/gp/__init__.py	2	27	14
pyro/infer/elbo.py	pyro/contrib/gp/kernels/__init__.py	2	27	12
pyro/infer/elbo.py	pyro/contrib/gp/kernels/brownian.py	2	27	12
pyro/infer/elbo.py	pyro/contrib/gp/kernels/coregionalize.py	2	27	9
pyro/infer/elbo.py	pyro/contrib/gp/kernels/dot_product.py	2	27	13
pyro/infer/elbo.py	pyro/contrib/gp/kernels/isotropic.py	2	27	14
pyro/infer/elbo.py	pyro/contrib/gp/kernels/kernel.py	2	27	22
pyro/infer/elbo.py	pyro/contrib/gp/kernels/periodic.py	2	27	12
pyro/infer/elbo.py	pyro/contrib/gp/kernels/static.py	2	27	13
pyro/infer/elbo.py	pyro/contrib/gp/likelihoods/__init__.py	2	27	8
pyro/infer/elbo.py	pyro/contrib/gp/likelihoods/binary.py	2	27	17
pyro/infer/elbo.py	pyro/contrib/gp/likelihoods/gaussian.py	2	27	18
pyro/infer/elbo.py	pyro/contrib/gp/likelihoods/likelihood.py	2	27	12
pyro/infer/elbo.py	pyro/contrib/gp/likelihoods/multi_class.py	2	27	15
pyro/infer/elbo.py	pyro/contrib/gp/likelihoods/poisson.py	2	27	11
pyro/infer/elbo.py	pyro/contrib/gp/models/__init__.py	2	27	11
pyro/infer/elbo.py	pyro/contrib/gp/parameterized.py	2	27	8
pyro/infer/elbo.py	pyro/contrib/minipyro.py	2	27	17
pyro/infer/elbo.py	pyro/contrib/oed/search.py	2	27	4
pyro/infer/elbo.py	pyro/contrib/oed/util.py	2	27	8
pyro/infer/elbo.py	pyro/contrib/tracking/__init__.py	2	27	3
pyro/infer/elbo.py	pyro/contrib/tracking/assignment.py	2	27	9
pyro/infer/elbo.py	pyro/contrib/tracking/distributions.py	2	27	6
pyro/infer/elbo.py	pyro/contrib/tracking/dynamic_models.py	2	27	7
pyro/infer/elbo.py	pyro/contrib/tracking/hashing.py	2	27	8
pyro/infer/elbo.py	pyro/contrib/tracking/measurements.py	2	27	5
pyro/infer/elbo.py	pyro/contrib/util.py	2	27	6
pyro/infer/elbo.py	pyro/distributions/avf_mvn.py	2	27	6
pyro/infer/elbo.py	pyro/distributions/conjugate.py	2	27	13
pyro/infer/elbo.py	pyro/distributions/empirical.py	2	27	13
pyro/infer/elbo.py	pyro/distributions/hmm.py	2	27	30
pyro/infer/elbo.py	pyro/distributions/inverse_gamma.py	2	27	6
pyro/infer/elbo.py	pyro/distributions/lkj.py	2	27	10
pyro/infer/elbo.py	pyro/distributions/rejector.py	2	27	10
pyro/infer/elbo.py	pyro/distributions/score_parts.py	2	27	7
pyro/infer/elbo.py	pyro/distributions/spanning_tree.py	2	27	7
pyro/infer/elbo.py	pyro/distributions/testing/fakes.py	2	27	7
pyro/infer/elbo.py	pyro/distributions/testing/naive_dirichlet.py	2	27	7
pyro/infer/elbo.py	pyro/distributions/testing/rejection_exponential.py	2	27	9
pyro/infer/elbo.py	pyro/distributions/torch_transform.py	2	27	7
pyro/infer/elbo.py	pyro/distributions/transforms/affine_coupling.py	2	27	13
pyro/infer/elbo.py	pyro/distributions/transforms/block_autoregressive.py	2	27	12
pyro/infer/elbo.py	pyro/distributions/transforms/householder.py	2	27	11
pyro/infer/elbo.py	pyro/distributions/transforms/permute.py	2	27	13
pyro/infer/elbo.py	pyro/distributions/transforms/planar.py	2	27	16
pyro/infer/elbo.py	pyro/distributions/transforms/polynomial.py	2	27	9
pyro/infer/elbo.py	pyro/distributions/transforms/radial.py	2	27	15
pyro/infer/elbo.py	pyro/distributions/transforms/sylvester.py	2	27	12
pyro/infer/elbo.py	pyro/distributions/transforms/utils.py	2	27	3
pyro/infer/elbo.py	pyro/distributions/von_mises_3d.py	2	27	4
pyro/infer/elbo.py	pyro/generic.py	2	27	7
pyro/infer/elbo.py	pyro/infer/csis.py	2	27	5
pyro/infer/energy_distance.py	pyro/distributions/stable.py	2	3	9
pyro/infer/energy_distance.py	pyro/infer/__init__.py	2	3	44
pyro/infer/energy_distance.py	pyro/infer/discrete.py	2	3	11
pyro/infer/energy_distance.py	pyro/infer/elbo.py	2	3	27
pyro/infer/enum.py	pyro/contrib/funsor/__init__.py	2	32	3
pyro/infer/enum.py	pyro/contrib/funsor/handlers/plate_messenger.py	2	32	4
pyro/infer/enum.py	examples/air/air.py	2	32	36
pyro/infer/enum.py	examples/capture_recapture/cjs.py	2	32	9
pyro/infer/enum.py	examples/contrib/autoname/mixture.py	2	32	22
pyro/infer/enum.py	examples/contrib/autoname/tree_data.py	2	32	21
pyro/infer/enum.py	examples/contrib/gp/sv-dkl.py	2	32	34
pyro/infer/enum.py	examples/dmm/polyphonic_data_loader.py	2	32	16
pyro/infer/enum.py	examples/eight_schools/data.py	2	32	3
pyro/infer/enum.py	examples/eight_schools/svi.py	2	32	22
pyro/infer/enum.py	examples/einsum.py	2	32	3
pyro/infer/enum.py	examples/inclined_plane.py	2	32	35
pyro/infer/enum.py	examples/lkj.py	2	32	20
pyro/infer/enum.py	examples/minipyro.py	2	32	26
pyro/infer/enum.py	examples/mixed_hmm/experiment.py	2	32	3
pyro/infer/enum.py	examples/mixed_hmm/model.py	2	32	4
pyro/infer/enum.py	examples/rsa/schelling.py	2	32	19
pyro/infer/enum.py	examples/rsa/schelling_false.py	2	32	19
pyro/infer/enum.py	examples/vae/utils/mnist_cached.py	2	32	9
pyro/infer/enum.py	examples/vae/vae.py	2	32	29
pyro/infer/enum.py	profiler/distributions.py	2	32	11
pyro/infer/enum.py	profiler/profiling_utils.py	2	32	5
pyro/infer/enum.py	pyro/contrib/__init__.py	2	32	17
pyro/infer/enum.py	pyro/contrib/autoname/__init__.py	2	32	5
pyro/infer/enum.py	pyro/contrib/autoname/named.py	2	32	5
pyro/infer/enum.py	pyro/contrib/bnn/__init__.py	2	32	3
pyro/infer/enum.py	pyro/contrib/bnn/hidden_layer.py	2	32	3
pyro/infer/enum.py	pyro/contrib/bnn/utils.py	2	32	3
pyro/infer/enum.py	pyro/contrib/easyguide/__init__.py	2	32	3
pyro/infer/enum.py	pyro/contrib/gp/__init__.py	2	32	14
pyro/infer/enum.py	pyro/contrib/gp/kernels/__init__.py	2	32	12
pyro/infer/enum.py	pyro/contrib/gp/kernels/brownian.py	2	32	12
pyro/infer/enum.py	pyro/contrib/gp/kernels/coregionalize.py	2	32	9
pyro/infer/enum.py	pyro/contrib/gp/kernels/dot_product.py	2	32	13
pyro/infer/enum.py	pyro/contrib/gp/kernels/isotropic.py	2	32	14
pyro/infer/enum.py	pyro/contrib/gp/kernels/kernel.py	2	32	22
pyro/infer/enum.py	pyro/contrib/gp/kernels/periodic.py	2	32	12
pyro/infer/enum.py	pyro/contrib/gp/kernels/static.py	2	32	13
pyro/infer/enum.py	pyro/contrib/gp/likelihoods/__init__.py	2	32	8
pyro/infer/enum.py	pyro/contrib/gp/likelihoods/binary.py	2	32	17
pyro/infer/enum.py	pyro/contrib/gp/likelihoods/gaussian.py	2	32	18
pyro/infer/enum.py	pyro/contrib/gp/likelihoods/likelihood.py	2	32	12
pyro/infer/enum.py	pyro/contrib/gp/likelihoods/multi_class.py	2	32	15
pyro/infer/enum.py	pyro/contrib/gp/likelihoods/poisson.py	2	32	11
pyro/infer/enum.py	pyro/contrib/gp/models/__init__.py	2	32	11
pyro/infer/enum.py	pyro/contrib/gp/models/model.py	2	32	24
pyro/infer/enum.py	pyro/contrib/gp/parameterized.py	2	32	8
pyro/infer/enum.py	pyro/contrib/minipyro.py	2	32	17
pyro/infer/enum.py	pyro/contrib/oed/search.py	2	32	4
pyro/infer/enum.py	pyro/contrib/oed/util.py	2	32	8
pyro/infer/enum.py	pyro/contrib/tracking/__init__.py	2	32	3
pyro/infer/enum.py	pyro/contrib/tracking/assignment.py	2	32	9
pyro/infer/enum.py	pyro/contrib/tracking/distributions.py	2	32	6
pyro/infer/enum.py	pyro/contrib/tracking/dynamic_models.py	2	32	7
pyro/infer/enum.py	pyro/contrib/tracking/hashing.py	2	32	8
pyro/infer/enum.py	pyro/contrib/tracking/measurements.py	2	32	5
pyro/infer/enum.py	pyro/contrib/util.py	2	32	6
pyro/infer/enum.py	pyro/distributions/avf_mvn.py	2	32	6
pyro/infer/enum.py	pyro/distributions/conjugate.py	2	32	13
pyro/infer/enum.py	pyro/distributions/empirical.py	2	32	13
pyro/infer/enum.py	pyro/distributions/gaussian_scale_mixture.py	2	32	9
pyro/infer/enum.py	pyro/distributions/hmm.py	2	32	30
pyro/infer/enum.py	pyro/distributions/inverse_gamma.py	2	32	6
pyro/infer/enum.py	pyro/distributions/lkj.py	2	32	10
pyro/infer/enum.py	pyro/distributions/rejector.py	2	32	10
pyro/infer/enum.py	pyro/distributions/score_parts.py	2	32	7
pyro/infer/enum.py	pyro/distributions/spanning_tree.py	2	32	7
pyro/infer/enum.py	pyro/distributions/testing/fakes.py	2	32	7
pyro/infer/enum.py	pyro/distributions/testing/naive_dirichlet.py	2	32	7
pyro/infer/enum.py	pyro/distributions/testing/rejection_exponential.py	2	32	9
pyro/infer/enum.py	pyro/distributions/torch_transform.py	2	32	7
pyro/infer/enum.py	pyro/distributions/transforms/affine_coupling.py	2	32	13
pyro/infer/enum.py	pyro/distributions/transforms/block_autoregressive.py	2	32	12
pyro/infer/enum.py	pyro/distributions/transforms/householder.py	2	32	11
pyro/infer/enum.py	pyro/distributions/transforms/permute.py	2	32	13
pyro/infer/enum.py	pyro/distributions/transforms/planar.py	2	32	16
pyro/infer/enum.py	pyro/distributions/transforms/polynomial.py	2	32	9
pyro/infer/enum.py	pyro/distributions/transforms/radial.py	2	32	15
pyro/infer/enum.py	pyro/distributions/transforms/sylvester.py	2	32	12
pyro/infer/enum.py	pyro/distributions/transforms/utils.py	2	32	3
pyro/infer/enum.py	pyro/distributions/von_mises_3d.py	2	32	4
pyro/infer/enum.py	pyro/generic.py	2	32	7
pyro/infer/enum.py	pyro/infer/csis.py	2	32	5
pyro/infer/enum.py	pyro/infer/energy_distance.py	2	32	3
pyro/infer/importance.py	examples/air/modules.py	2	33	6
pyro/infer/importance.py	examples/rsa/semantic_parsing.py	2	33	20
pyro/infer/importance.py	examples/vae/utils/custom_mlp.py	2	33	6
pyro/infer/importance.py	examples/vae/utils/mnist_cached.py	2	33	9
pyro/infer/importance.py	examples/vae/vae.py	2	33	29
pyro/infer/importance.py	examples/vae/vae_comparison.py	2	33	29
pyro/infer/importance.py	pyro/contrib/autoname/scoping.py	2	33	6
pyro/infer/importance.py	pyro/contrib/conjugate/infer.py	2	33	4
pyro/infer/importance.py	pyro/contrib/oed/glmm/guides.py	2	33	3
pyro/infer/importance.py	pyro/contrib/oed/search.py	2	33	4
pyro/infer/importance.py	pyro/contrib/tracking/dynamic_models.py	2	33	7
pyro/infer/importance.py	pyro/contrib/tracking/extended_kalman_filter.py	2	33	8
pyro/infer/importance.py	pyro/contrib/tracking/measurements.py	2	33	5
pyro/infer/importance.py	pyro/distributions/conditional.py	2	33	5
pyro/infer/importance.py	pyro/distributions/multivariate_studentt.py	2	33	5
pyro/infer/importance.py	pyro/distributions/transforms/affine_autoregressive.py	2	33	11
pyro/infer/importance.py	pyro/distributions/transforms/batchnorm.py	2	33	7
pyro/infer/importance.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	33	5
pyro/infer/importance.py	pyro/distributions/transforms/neural_autoregressive.py	2	33	10
pyro/infer/importance.py	pyro/distributions/unit.py	2	33	3
pyro/infer/importance.py	pyro/distributions/zero_inflated.py	2	33	8
pyro/infer/importance.py	pyro/infer/autoguide/initialization.py	2	33	7
pyro/infer/importance.py	examples/baseball.py	2	33	46
pyro/infer/importance.py	examples/capture_recapture/cjs.py	2	33	9
pyro/infer/importance.py	examples/contrib/autoname/mixture.py	2	33	22
pyro/infer/importance.py	examples/contrib/autoname/scoping_mixture.py	2	33	22
pyro/infer/importance.py	examples/contrib/autoname/tree_data.py	2	33	21
pyro/infer/importance.py	examples/eight_schools/data.py	2	33	3
pyro/infer/importance.py	examples/eight_schools/mcmc.py	2	33	29
pyro/infer/importance.py	examples/eight_schools/svi.py	2	33	22
pyro/infer/importance.py	examples/einsum.py	2	33	3
pyro/infer/importance.py	examples/inclined_plane.py	2	33	35
pyro/infer/importance.py	examples/lda.py	2	33	25
pyro/infer/importance.py	examples/lkj.py	2	33	20
pyro/infer/importance.py	examples/minipyro.py	2	33	26
pyro/infer/importance.py	examples/mixed_hmm/experiment.py	2	33	3
pyro/infer/importance.py	examples/mixed_hmm/model.py	2	33	4
pyro/infer/importance.py	examples/mixed_hmm/seal_data.py	2	33	5
pyro/infer/importance.py	examples/rsa/schelling.py	2	33	19
pyro/infer/importance.py	examples/rsa/schelling_false.py	2	33	19
pyro/infer/importance.py	pyro/contrib/__init__.py	2	33	17
pyro/infer/importance.py	pyro/contrib/autoname/__init__.py	2	33	5
pyro/infer/importance.py	pyro/contrib/bnn/__init__.py	2	33	3
pyro/infer/importance.py	pyro/contrib/bnn/hidden_layer.py	2	33	3
pyro/infer/importance.py	pyro/contrib/bnn/utils.py	2	33	3
pyro/infer/importance.py	pyro/contrib/easyguide/__init__.py	2	33	3
pyro/infer/importance.py	pyro/contrib/easyguide/easyguide.py	2	33	9
pyro/infer/importance.py	pyro/contrib/examples/util.py	2	33	9
pyro/infer/importance.py	pyro/contrib/gp/__init__.py	2	33	14
pyro/infer/importance.py	pyro/contrib/gp/kernels/__init__.py	2	33	12
pyro/infer/importance.py	pyro/contrib/gp/likelihoods/__init__.py	2	33	8
pyro/infer/importance.py	pyro/contrib/gp/models/__init__.py	2	33	11
pyro/infer/importance.py	pyro/contrib/gp/util.py	2	33	19
pyro/infer/importance.py	pyro/contrib/oed/util.py	2	33	8
pyro/infer/importance.py	pyro/contrib/tracking/__init__.py	2	33	3
pyro/infer/importance.py	pyro/contrib/util.py	2	33	6
pyro/infer/importance.py	pyro/distributions/testing/fakes.py	2	33	7
pyro/infer/importance.py	pyro/distributions/torch_patch.py	2	33	27
pyro/infer/importance.py	pyro/distributions/transforms/utils.py	2	33	3
pyro/infer/importance.py	pyro/generic.py	2	33	7
pyro/infer/importance.py	pyro/infer/energy_distance.py	2	33	3
pyro/infer/mcmc/__init__.py	pyro/contrib/gp/kernels/dot_product.py	2	7	13
pyro/infer/mcmc/__init__.py	pyro/infer/abstract_infer.py	2	7	64
pyro/infer/mcmc/adaptation.py	examples/air/modules.py	2	11	6
pyro/infer/mcmc/adaptation.py	examples/contrib/gp/sv-dkl.py	2	11	34
pyro/infer/mcmc/adaptation.py	examples/dmm/dmm.py	2	11	56
pyro/infer/mcmc/adaptation.py	examples/rsa/search_inference.py	2	11	9
pyro/infer/mcmc/adaptation.py	examples/rsa/semantic_parsing.py	2	11	20
pyro/infer/mcmc/adaptation.py	examples/sparse_gamma_def.py	2	11	28
pyro/infer/mcmc/adaptation.py	examples/vae/utils/custom_mlp.py	2	11	6
pyro/infer/mcmc/adaptation.py	examples/vae/utils/mnist_cached.py	2	11	9
pyro/infer/mcmc/adaptation.py	examples/vae/vae_comparison.py	2	11	29
pyro/infer/mcmc/adaptation.py	profiler/profiling_utils.py	2	11	5
pyro/infer/mcmc/adaptation.py	pyro/contrib/autoname/named.py	2	11	5
pyro/infer/mcmc/adaptation.py	pyro/contrib/autoname/scoping.py	2	11	6
pyro/infer/mcmc/adaptation.py	pyro/contrib/conjugate/infer.py	2	11	4
pyro/infer/mcmc/adaptation.py	pyro/contrib/gp/kernels/brownian.py	2	11	12
pyro/infer/mcmc/adaptation.py	pyro/contrib/gp/kernels/coregionalize.py	2	11	9
pyro/infer/mcmc/adaptation.py	pyro/contrib/gp/kernels/dot_product.py	2	11	13
pyro/infer/mcmc/adaptation.py	pyro/contrib/gp/kernels/isotropic.py	2	11	14
pyro/infer/mcmc/adaptation.py	pyro/contrib/gp/kernels/kernel.py	2	11	22
pyro/infer/mcmc/adaptation.py	pyro/contrib/gp/kernels/periodic.py	2	11	12
pyro/infer/mcmc/adaptation.py	pyro/contrib/gp/kernels/static.py	2	11	13
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pyro/infer/mcmc/adaptation.py	pyro/contrib/gp/likelihoods/likelihood.py	2	11	12
pyro/infer/mcmc/adaptation.py	pyro/contrib/gp/likelihoods/multi_class.py	2	11	15
pyro/infer/mcmc/adaptation.py	pyro/contrib/gp/likelihoods/poisson.py	2	11	11
pyro/infer/mcmc/adaptation.py	pyro/contrib/gp/models/gplvm.py	2	11	12
pyro/infer/mcmc/adaptation.py	pyro/contrib/gp/models/gpr.py	2	11	27
pyro/infer/mcmc/adaptation.py	pyro/contrib/gp/models/model.py	2	11	24
pyro/infer/mcmc/adaptation.py	pyro/contrib/gp/models/sgpr.py	2	11	32
pyro/infer/mcmc/adaptation.py	pyro/contrib/gp/models/vgp.py	2	11	21
pyro/infer/mcmc/adaptation.py	pyro/contrib/gp/models/vsgp.py	2	11	11
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pyro/infer/mcmc/adaptation.py	pyro/contrib/oed/eig.py	2	11	17
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pyro/infer/mcmc/adaptation.py	pyro/distributions/gaussian_scale_mixture.py	2	11	9
pyro/infer/mcmc/adaptation.py	pyro/distributions/hmm.py	2	11	30
pyro/infer/mcmc/adaptation.py	pyro/distributions/inverse_gamma.py	2	11	6
pyro/infer/mcmc/adaptation.py	pyro/distributions/mixture.py	2	11	8
pyro/infer/mcmc/adaptation.py	pyro/distributions/multivariate_studentt.py	2	11	5
pyro/infer/mcmc/adaptation.py	pyro/distributions/testing/naive_dirichlet.py	2	11	7
pyro/infer/mcmc/adaptation.py	pyro/distributions/testing/rejection_exponential.py	2	11	9
pyro/infer/mcmc/adaptation.py	pyro/distributions/torch.py	2	11	40
pyro/infer/mcmc/adaptation.py	pyro/distributions/torch_distribution.py	2	11	39
pyro/infer/mcmc/adaptation.py	pyro/distributions/torch_transform.py	2	11	7
pyro/infer/mcmc/adaptation.py	pyro/distributions/transforms/affine_autoregressive.py	2	11	11
pyro/infer/mcmc/adaptation.py	pyro/distributions/transforms/affine_coupling.py	2	11	13
pyro/infer/mcmc/adaptation.py	pyro/distributions/transforms/batchnorm.py	2	11	7
pyro/infer/mcmc/adaptation.py	pyro/distributions/transforms/block_autoregressive.py	2	11	12
pyro/infer/mcmc/adaptation.py	pyro/distributions/transforms/householder.py	2	11	11
pyro/infer/mcmc/adaptation.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	11	5
pyro/infer/mcmc/adaptation.py	pyro/distributions/transforms/neural_autoregressive.py	2	11	10
pyro/infer/mcmc/adaptation.py	pyro/distributions/transforms/permute.py	2	11	13
pyro/infer/mcmc/adaptation.py	pyro/distributions/transforms/planar.py	2	11	16
pyro/infer/mcmc/adaptation.py	pyro/distributions/transforms/polynomial.py	2	11	9
pyro/infer/mcmc/adaptation.py	pyro/distributions/transforms/radial.py	2	11	15
pyro/infer/mcmc/adaptation.py	pyro/distributions/transforms/sylvester.py	2	11	12
pyro/infer/mcmc/adaptation.py	pyro/distributions/unit.py	2	11	3
pyro/infer/mcmc/adaptation.py	pyro/distributions/von_mises_3d.py	2	11	4
pyro/infer/mcmc/adaptation.py	pyro/distributions/zero_inflated.py	2	11	8
pyro/infer/mcmc/adaptation.py	pyro/infer/autoguide/initialization.py	2	11	7
pyro/infer/mcmc/adaptation.py	pyro/infer/csis.py	2	11	5
pyro/infer/mcmc/adaptation.py	pyro/infer/discrete.py	2	11	11
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pyro/infer/mcmc/adaptation.py	examples/dmm/polyphonic_data_loader.py	2	11	16
pyro/infer/mcmc/adaptation.py	examples/lkj.py	2	11	20
pyro/infer/mcmc/api.py	pyro/contrib/epidemiology/compartmental.py	2	24	33
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pyro/infer/mcmc/api.py	examples/air/modules.py	2	24	6
pyro/infer/mcmc/api.py	examples/dmm/dmm.py	2	24	56
pyro/infer/mcmc/api.py	examples/rsa/semantic_parsing.py	2	24	20
pyro/infer/mcmc/api.py	examples/vae/ss_vae_M2.py	2	24	34
pyro/infer/mcmc/api.py	examples/vae/utils/custom_mlp.py	2	24	6
pyro/infer/mcmc/api.py	examples/vae/utils/mnist_cached.py	2	24	9
pyro/infer/mcmc/api.py	examples/vae/vae.py	2	24	29
pyro/infer/mcmc/api.py	pyro/contrib/autoname/scoping.py	2	24	6
pyro/infer/mcmc/api.py	pyro/contrib/oed/glmm/guides.py	2	24	3
pyro/infer/mcmc/api.py	pyro/contrib/tracking/extended_kalman_filter.py	2	24	8
pyro/infer/mcmc/api.py	pyro/distributions/conditional.py	2	24	5
pyro/infer/mcmc/api.py	pyro/distributions/multivariate_studentt.py	2	24	5
pyro/infer/mcmc/api.py	pyro/distributions/transforms/affine_autoregressive.py	2	24	11
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pyro/infer/mcmc/api.py	pyro/distributions/testing/fakes.py	2	24	7
pyro/infer/mcmc/api.py	pyro/distributions/transforms/utils.py	2	24	3
pyro/infer/mcmc/api.py	pyro/generic.py	2	24	7
pyro/infer/mcmc/api.py	pyro/infer/__init__.py	2	24	44
pyro/infer/mcmc/api.py	pyro/infer/mcmc/__init__.py	2	24	7
pyro/infer/mcmc/hmc.py	pyro/distributions/transforms/__init__.py	2	77	30
pyro/infer/mcmc/hmc.py	pyro/infer/autoguide/guides.py	2	77	18
pyro/infer/mcmc/hmc.py	examples/rsa/semantic_parsing.py	2	77	20
pyro/infer/mcmc/hmc.py	pyro/contrib/autoname/scoping.py	2	77	6
pyro/infer/mcmc/hmc.py	pyro/contrib/oed/glmm/guides.py	2	77	3
pyro/infer/mcmc/hmc.py	pyro/contrib/oed/search.py	2	77	4
pyro/infer/mcmc/hmc.py	pyro/distributions/conditional.py	2	77	5
pyro/infer/mcmc/hmc.py	pyro/distributions/multivariate_studentt.py	2	77	5
pyro/infer/mcmc/hmc.py	pyro/distributions/transforms/batchnorm.py	2	77	7
pyro/infer/mcmc/hmc.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	77	5
pyro/infer/mcmc/hmc.py	pyro/distributions/transforms/neural_autoregressive.py	2	77	10
pyro/infer/mcmc/hmc.py	pyro/distributions/unit.py	2	77	3
pyro/infer/mcmc/hmc.py	pyro/distributions/zero_inflated.py	2	77	8
pyro/infer/mcmc/hmc.py	examples/air/viz.py	2	77	6
pyro/infer/mcmc/hmc.py	examples/capture_recapture/cjs.py	2	77	9
pyro/infer/mcmc/hmc.py	examples/contrib/autoname/mixture.py	2	77	22
pyro/infer/mcmc/hmc.py	examples/contrib/autoname/tree_data.py	2	77	21
pyro/infer/mcmc/hmc.py	examples/contrib/oed/gp_bayes_opt.py	2	77	9
pyro/infer/mcmc/hmc.py	examples/eight_schools/data.py	2	77	3
pyro/infer/mcmc/hmc.py	examples/eight_schools/svi.py	2	77	22
pyro/infer/mcmc/hmc.py	examples/einsum.py	2	77	3
pyro/infer/mcmc/hmc.py	examples/minipyro.py	2	77	26
pyro/infer/mcmc/hmc.py	examples/mixed_hmm/experiment.py	2	77	3
pyro/infer/mcmc/hmc.py	examples/mixed_hmm/model.py	2	77	4
pyro/infer/mcmc/hmc.py	examples/mixed_hmm/seal_data.py	2	77	5
pyro/infer/mcmc/hmc.py	examples/rsa/schelling.py	2	77	19
pyro/infer/mcmc/hmc.py	examples/rsa/schelling_false.py	2	77	19
pyro/infer/mcmc/hmc.py	pyro/contrib/autoname/__init__.py	2	77	5
pyro/infer/mcmc/hmc.py	pyro/contrib/bnn/__init__.py	2	77	3
pyro/infer/mcmc/hmc.py	pyro/contrib/bnn/hidden_layer.py	2	77	3
pyro/infer/mcmc/hmc.py	pyro/contrib/bnn/utils.py	2	77	3
pyro/infer/mcmc/hmc.py	pyro/contrib/easyguide/__init__.py	2	77	3
pyro/infer/mcmc/hmc.py	pyro/contrib/easyguide/easyguide.py	2	77	9
pyro/infer/mcmc/hmc.py	pyro/contrib/gp/likelihoods/__init__.py	2	77	8
pyro/infer/mcmc/hmc.py	pyro/contrib/oed/util.py	2	77	8
pyro/infer/mcmc/hmc.py	pyro/contrib/tracking/__init__.py	2	77	3
pyro/infer/mcmc/hmc.py	pyro/contrib/util.py	2	77	6
pyro/infer/mcmc/hmc.py	pyro/distributions/transforms/utils.py	2	77	3
pyro/infer/mcmc/hmc.py	pyro/generic.py	2	77	7
pyro/infer/mcmc/hmc.py	pyro/infer/__init__.py	2	77	44
pyro/infer/mcmc/logger.py	examples/air/air.py	2	12	36
pyro/infer/mcmc/logger.py	examples/air/modules.py	2	12	6
pyro/infer/mcmc/logger.py	examples/rsa/search_inference.py	2	12	9
pyro/infer/mcmc/logger.py	examples/vae/utils/custom_mlp.py	2	12	6
pyro/infer/mcmc/logger.py	examples/vae/utils/mnist_cached.py	2	12	9
pyro/infer/mcmc/logger.py	profiler/profiling_utils.py	2	12	5
pyro/infer/mcmc/logger.py	pyro/contrib/autoname/named.py	2	12	5
pyro/infer/mcmc/logger.py	pyro/contrib/autoname/scoping.py	2	12	6
pyro/infer/mcmc/logger.py	pyro/contrib/conjugate/infer.py	2	12	4
pyro/infer/mcmc/logger.py	pyro/contrib/gp/kernels/brownian.py	2	12	12
pyro/infer/mcmc/logger.py	pyro/contrib/gp/kernels/coregionalize.py	2	12	9
pyro/infer/mcmc/logger.py	pyro/contrib/gp/kernels/dot_product.py	2	12	13
pyro/infer/mcmc/logger.py	pyro/contrib/gp/kernels/isotropic.py	2	12	14
pyro/infer/mcmc/logger.py	pyro/contrib/gp/kernels/kernel.py	2	12	22
pyro/infer/mcmc/logger.py	pyro/contrib/gp/kernels/periodic.py	2	12	12
pyro/infer/mcmc/logger.py	pyro/contrib/gp/kernels/static.py	2	12	13
pyro/infer/mcmc/logger.py	pyro/contrib/gp/likelihoods/binary.py	2	12	17
pyro/infer/mcmc/logger.py	pyro/contrib/gp/likelihoods/gaussian.py	2	12	18
pyro/infer/mcmc/logger.py	pyro/contrib/gp/likelihoods/likelihood.py	2	12	12
pyro/infer/mcmc/logger.py	pyro/contrib/gp/likelihoods/multi_class.py	2	12	15
pyro/infer/mcmc/logger.py	pyro/contrib/gp/likelihoods/poisson.py	2	12	11
pyro/infer/mcmc/logger.py	pyro/contrib/gp/models/gplvm.py	2	12	12
pyro/infer/mcmc/logger.py	pyro/contrib/gp/models/gpr.py	2	12	27
pyro/infer/mcmc/logger.py	pyro/contrib/gp/models/model.py	2	12	24
pyro/infer/mcmc/logger.py	pyro/contrib/gp/models/sgpr.py	2	12	32
pyro/infer/mcmc/logger.py	pyro/contrib/gp/models/vgp.py	2	12	21
pyro/infer/mcmc/logger.py	pyro/contrib/gp/models/vsgp.py	2	12	11
pyro/infer/mcmc/logger.py	pyro/contrib/gp/parameterized.py	2	12	8
pyro/infer/mcmc/logger.py	pyro/contrib/minipyro.py	2	12	17
pyro/infer/mcmc/logger.py	pyro/contrib/oed/eig.py	2	12	17
pyro/infer/mcmc/logger.py	pyro/contrib/oed/glmm/guides.py	2	12	3
pyro/infer/mcmc/logger.py	pyro/contrib/oed/search.py	2	12	4
pyro/infer/mcmc/logger.py	pyro/contrib/tracking/assignment.py	2	12	9
pyro/infer/mcmc/logger.py	pyro/contrib/tracking/distributions.py	2	12	6
pyro/infer/mcmc/logger.py	pyro/contrib/tracking/dynamic_models.py	2	12	7
pyro/infer/mcmc/logger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	12	8
pyro/infer/mcmc/logger.py	pyro/contrib/tracking/hashing.py	2	12	8
pyro/infer/mcmc/logger.py	pyro/contrib/tracking/measurements.py	2	12	5
pyro/infer/mcmc/logger.py	pyro/distributions/avf_mvn.py	2	12	6
pyro/infer/mcmc/logger.py	pyro/distributions/conditional.py	2	12	5
pyro/infer/mcmc/logger.py	pyro/distributions/conjugate.py	2	12	13
pyro/infer/mcmc/logger.py	pyro/distributions/delta.py	2	12	44
pyro/infer/mcmc/logger.py	pyro/distributions/diag_normal_mixture.py	2	12	8
pyro/infer/mcmc/logger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	12	9
pyro/infer/mcmc/logger.py	pyro/distributions/empirical.py	2	12	13
pyro/infer/mcmc/logger.py	pyro/distributions/gaussian_scale_mixture.py	2	12	9
pyro/infer/mcmc/logger.py	pyro/distributions/hmm.py	2	12	30
pyro/infer/mcmc/logger.py	pyro/distributions/inverse_gamma.py	2	12	6
pyro/infer/mcmc/logger.py	pyro/distributions/lkj.py	2	12	10
pyro/infer/mcmc/logger.py	pyro/distributions/mixture.py	2	12	8
pyro/infer/mcmc/logger.py	pyro/distributions/multivariate_studentt.py	2	12	5
pyro/infer/mcmc/logger.py	pyro/distributions/omt_mvn.py	2	12	18
pyro/infer/mcmc/logger.py	pyro/distributions/relaxed_straight_through.py	2	12	8
pyro/infer/mcmc/logger.py	pyro/distributions/spanning_tree.py	2	12	7
pyro/infer/mcmc/logger.py	pyro/distributions/testing/naive_dirichlet.py	2	12	7
pyro/infer/mcmc/logger.py	pyro/distributions/testing/rejection_exponential.py	2	12	9
pyro/infer/mcmc/logger.py	pyro/distributions/testing/rejection_gamma.py	2	12	19
pyro/infer/mcmc/logger.py	pyro/distributions/torch.py	2	12	40
pyro/infer/mcmc/logger.py	pyro/distributions/torch_distribution.py	2	12	39
pyro/infer/mcmc/logger.py	pyro/distributions/torch_transform.py	2	12	7
pyro/infer/mcmc/logger.py	pyro/distributions/transforms/affine_autoregressive.py	2	12	11
pyro/infer/mcmc/logger.py	pyro/distributions/transforms/affine_coupling.py	2	12	13
pyro/infer/mcmc/logger.py	pyro/distributions/transforms/batchnorm.py	2	12	7
pyro/infer/mcmc/logger.py	pyro/distributions/transforms/block_autoregressive.py	2	12	12
pyro/infer/mcmc/logger.py	pyro/distributions/transforms/householder.py	2	12	11
pyro/infer/mcmc/logger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	12	5
pyro/infer/mcmc/logger.py	pyro/distributions/transforms/neural_autoregressive.py	2	12	10
pyro/infer/mcmc/logger.py	pyro/distributions/transforms/permute.py	2	12	13
pyro/infer/mcmc/logger.py	pyro/distributions/transforms/planar.py	2	12	16
pyro/infer/mcmc/logger.py	pyro/distributions/transforms/polynomial.py	2	12	9
pyro/infer/mcmc/logger.py	pyro/distributions/transforms/radial.py	2	12	15
pyro/infer/mcmc/logger.py	pyro/distributions/transforms/sylvester.py	2	12	12
pyro/infer/mcmc/logger.py	pyro/distributions/unit.py	2	12	3
pyro/infer/mcmc/logger.py	pyro/distributions/util.py	2	12	62
pyro/infer/mcmc/logger.py	pyro/distributions/von_mises_3d.py	2	12	4
pyro/infer/mcmc/logger.py	pyro/distributions/zero_inflated.py	2	12	8
pyro/infer/mcmc/logger.py	pyro/infer/autoguide/initialization.py	2	12	7
pyro/infer/mcmc/logger.py	pyro/infer/csis.py	2	12	5
pyro/infer/mcmc/logger.py	pyro/infer/discrete.py	2	12	11
pyro/infer/mcmc/logger.py	pyro/infer/importance.py	2	12	33
pyro/infer/mcmc/logger.py	pyro/infer/mcmc/adaptation.py	2	12	11
pyro/infer/mcmc/logger.py	examples/air/main.py	2	12	37
pyro/infer/mcmc/logger.py	examples/contrib/autoname/mixture.py	2	12	22
pyro/infer/mcmc/logger.py	examples/contrib/autoname/scoping_mixture.py	2	12	22
pyro/infer/mcmc/logger.py	examples/contrib/autoname/tree_data.py	2	12	21
pyro/infer/mcmc/logger.py	examples/eight_schools/svi.py	2	12	22
pyro/infer/mcmc/logger.py	examples/inclined_plane.py	2	12	35
pyro/infer/mcmc/logger.py	examples/lda.py	2	12	25
pyro/infer/mcmc/logger.py	examples/lkj.py	2	12	20
pyro/infer/mcmc/logger.py	examples/minipyro.py	2	12	26
pyro/infer/mcmc/logger.py	examples/rsa/generics.py	2	12	19
pyro/infer/mcmc/logger.py	examples/rsa/hyperbole.py	2	12	19
pyro/infer/mcmc/logger.py	examples/rsa/schelling.py	2	12	19
pyro/infer/mcmc/logger.py	examples/rsa/schelling_false.py	2	12	19
pyro/infer/mcmc/logger.py	examples/sparse_regression.py	2	12	18
pyro/infer/mcmc/logger.py	pyro/__init__.py	2	12	176
pyro/infer/mcmc/mcmc_kernel.py	examples/air/main.py	2	5	37
pyro/infer/mcmc/mcmc_kernel.py	examples/capture_recapture/cjs.py	2	5	9
pyro/infer/mcmc/mcmc_kernel.py	examples/contrib/autoname/mixture.py	2	5	22
pyro/infer/mcmc/mcmc_kernel.py	examples/contrib/autoname/scoping_mixture.py	2	5	22
pyro/infer/mcmc/mcmc_kernel.py	examples/contrib/autoname/tree_data.py	2	5	21
pyro/infer/mcmc/mcmc_kernel.py	examples/contrib/gp/sv-dkl.py	2	5	34
pyro/infer/mcmc/mcmc_kernel.py	examples/dmm/polyphonic_data_loader.py	2	5	16
pyro/infer/mcmc/mcmc_kernel.py	examples/eight_schools/data.py	2	5	3
pyro/infer/mcmc/mcmc_kernel.py	examples/eight_schools/mcmc.py	2	5	29
pyro/infer/mcmc/mcmc_kernel.py	examples/eight_schools/svi.py	2	5	22
pyro/infer/mcmc/mcmc_kernel.py	examples/einsum.py	2	5	3
pyro/infer/mcmc/mcmc_kernel.py	examples/hmm.py	2	5	45
pyro/infer/mcmc/mcmc_kernel.py	examples/inclined_plane.py	2	5	35
pyro/infer/mcmc/mcmc_kernel.py	examples/lda.py	2	5	25
pyro/infer/mcmc/mcmc_kernel.py	examples/lkj.py	2	5	20
pyro/infer/mcmc/mcmc_kernel.py	examples/minipyro.py	2	5	26
pyro/infer/mcmc/mcmc_kernel.py	examples/mixed_hmm/experiment.py	2	5	3
pyro/infer/mcmc/mcmc_kernel.py	examples/mixed_hmm/model.py	2	5	4
pyro/infer/mcmc/mcmc_kernel.py	examples/rsa/schelling.py	2	5	19
pyro/infer/mcmc/mcmc_kernel.py	examples/rsa/schelling_false.py	2	5	19
pyro/infer/mcmc/mcmc_kernel.py	examples/sparse_gamma_def.py	2	5	28
pyro/infer/mcmc/mcmc_kernel.py	examples/vae/vae_comparison.py	2	5	29
pyro/infer/mcmc/mcmc_kernel.py	profiler/distributions.py	2	5	11
pyro/infer/mcmc/mcmc_kernel.py	profiler/profiling_utils.py	2	5	5
pyro/infer/mcmc/mcmc_kernel.py	pyro/__init__.py	2	5	176
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/__init__.py	2	5	17
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/autoname/__init__.py	2	5	5
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/autoname/named.py	2	5	5
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/bnn/__init__.py	2	5	3
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/bnn/hidden_layer.py	2	5	3
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/bnn/utils.py	2	5	3
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/easyguide/__init__.py	2	5	3
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/examples/util.py	2	5	9
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/__init__.py	2	5	14
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/kernels/__init__.py	2	5	12
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/kernels/brownian.py	2	5	12
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/kernels/coregionalize.py	2	5	9
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/kernels/dot_product.py	2	5	13
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/kernels/isotropic.py	2	5	14
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/kernels/kernel.py	2	5	22
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/kernels/periodic.py	2	5	12
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/kernels/static.py	2	5	13
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/likelihoods/__init__.py	2	5	8
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/likelihoods/binary.py	2	5	17
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/likelihoods/gaussian.py	2	5	18
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/likelihoods/likelihood.py	2	5	12
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/likelihoods/multi_class.py	2	5	15
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/likelihoods/poisson.py	2	5	11
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/models/__init__.py	2	5	11
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/models/gplvm.py	2	5	12
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/models/gpr.py	2	5	27
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/models/model.py	2	5	24
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/models/sgpr.py	2	5	32
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/models/vgp.py	2	5	21
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/models/vsgp.py	2	5	11
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/parameterized.py	2	5	8
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/gp/util.py	2	5	19
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/minipyro.py	2	5	17
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/oed/eig.py	2	5	17
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/oed/search.py	2	5	4
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/oed/util.py	2	5	8
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/tracking/__init__.py	2	5	3
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/tracking/assignment.py	2	5	9
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/tracking/distributions.py	2	5	6
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/tracking/dynamic_models.py	2	5	7
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/tracking/hashing.py	2	5	8
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/tracking/measurements.py	2	5	5
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/util.py	2	5	6
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/__init__.py	2	5	114
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/avf_mvn.py	2	5	6
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/conjugate.py	2	5	13
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/delta.py	2	5	44
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/diag_normal_mixture.py	2	5	8
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	5	9
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/empirical.py	2	5	13
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/gaussian_scale_mixture.py	2	5	9
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/hmm.py	2	5	30
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/inverse_gamma.py	2	5	6
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/lkj.py	2	5	10
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/mixture.py	2	5	8
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/omt_mvn.py	2	5	18
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/rejector.py	2	5	10
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/relaxed_straight_through.py	2	5	8
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/score_parts.py	2	5	7
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/spanning_tree.py	2	5	7
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/testing/fakes.py	2	5	7
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/testing/naive_dirichlet.py	2	5	7
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/testing/rejection_exponential.py	2	5	9
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/testing/rejection_gamma.py	2	5	19
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/torch.py	2	5	40
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/torch_distribution.py	2	5	39
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/torch_patch.py	2	5	27
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/torch_transform.py	2	5	7
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/transforms/affine_coupling.py	2	5	13
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/transforms/block_autoregressive.py	2	5	12
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/transforms/householder.py	2	5	11
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pyro/infer/mcmc/mcmc_kernel.py	pyro/infer/__init__.py	2	5	44
pyro/infer/mcmc/mcmc_kernel.py	pyro/infer/csis.py	2	5	5
pyro/infer/mcmc/mcmc_kernel.py	pyro/infer/discrete.py	2	5	11
pyro/infer/mcmc/mcmc_kernel.py	pyro/infer/importance.py	2	5	33
pyro/infer/mcmc/nuts.py	pyro/infer/autoguide/__init__.py	2	59	6
pyro/infer/mcmc/nuts.py	examples/rsa/semantic_parsing.py	2	59	20
pyro/infer/mcmc/nuts.py	pyro/contrib/autoname/scoping.py	2	59	6
pyro/infer/mcmc/nuts.py	pyro/contrib/oed/glmm/guides.py	2	59	3
pyro/infer/mcmc/nuts.py	pyro/contrib/oed/search.py	2	59	4
pyro/infer/mcmc/nuts.py	pyro/distributions/conditional.py	2	59	5
pyro/infer/mcmc/nuts.py	pyro/distributions/multivariate_studentt.py	2	59	5
pyro/infer/mcmc/nuts.py	pyro/distributions/transforms/affine_autoregressive.py	2	59	11
pyro/infer/mcmc/nuts.py	pyro/distributions/transforms/batchnorm.py	2	59	7
pyro/infer/mcmc/nuts.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	59	5
pyro/infer/mcmc/nuts.py	pyro/distributions/transforms/neural_autoregressive.py	2	59	10
pyro/infer/mcmc/nuts.py	pyro/distributions/unit.py	2	59	3
pyro/infer/mcmc/nuts.py	pyro/distributions/zero_inflated.py	2	59	8
pyro/infer/mcmc/nuts.py	pyro/infer/mcmc/logger.py	2	59	12
pyro/infer/mcmc/nuts.py	examples/air/viz.py	2	59	6
pyro/infer/mcmc/nuts.py	examples/capture_recapture/cjs.py	2	59	9
pyro/infer/mcmc/nuts.py	examples/contrib/autoname/mixture.py	2	59	22
pyro/infer/mcmc/nuts.py	examples/contrib/autoname/tree_data.py	2	59	21
pyro/infer/mcmc/nuts.py	examples/contrib/oed/gp_bayes_opt.py	2	59	9
pyro/infer/mcmc/nuts.py	examples/eight_schools/data.py	2	59	3
pyro/infer/mcmc/nuts.py	examples/eight_schools/svi.py	2	59	22
pyro/infer/mcmc/nuts.py	examples/einsum.py	2	59	3
pyro/infer/mcmc/nuts.py	examples/minipyro.py	2	59	26
pyro/infer/mcmc/nuts.py	examples/mixed_hmm/experiment.py	2	59	3
pyro/infer/mcmc/nuts.py	examples/mixed_hmm/model.py	2	59	4
pyro/infer/mcmc/nuts.py	examples/mixed_hmm/seal_data.py	2	59	5
pyro/infer/mcmc/nuts.py	examples/rsa/schelling.py	2	59	19
pyro/infer/mcmc/nuts.py	examples/rsa/schelling_false.py	2	59	19
pyro/infer/mcmc/nuts.py	pyro/contrib/autoname/__init__.py	2	59	5
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pyro/infer/mcmc/nuts.py	pyro/contrib/bnn/hidden_layer.py	2	59	3
pyro/infer/mcmc/nuts.py	pyro/contrib/bnn/utils.py	2	59	3
pyro/infer/mcmc/nuts.py	pyro/contrib/easyguide/__init__.py	2	59	3
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pyro/infer/mcmc/nuts.py	pyro/contrib/gp/likelihoods/__init__.py	2	59	8
pyro/infer/mcmc/nuts.py	pyro/contrib/oed/util.py	2	59	8
pyro/infer/mcmc/nuts.py	pyro/contrib/tracking/__init__.py	2	59	3
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pyro/infer/mcmc/nuts.py	pyro/distributions/transforms/utils.py	2	59	3
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pyro/infer/mcmc/util.py	pyro/distributions/transforms/batchnorm.py	2	35	7
pyro/infer/mcmc/util.py	pyro/distributions/transforms/block_autoregressive.py	2	35	12
pyro/infer/mcmc/util.py	pyro/distributions/transforms/householder.py	2	35	11
pyro/infer/mcmc/util.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	35	5
pyro/infer/mcmc/util.py	pyro/distributions/transforms/permute.py	2	35	13
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pyro/infer/mcmc/util.py	examples/contrib/autoname/scoping_mixture.py	2	35	22
pyro/infer/mcmc/util.py	examples/lda.py	2	35	25
pyro/infer/mcmc/util.py	examples/lkj.py	2	35	20
pyro/infer/mcmc/util.py	pyro/infer/elbo.py	2	35	27
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pyro/infer/predictive.py	pyro/contrib/oed/eig.py	2	6	17
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pyro/infer/predictive.py	pyro/infer/abstract_infer.py	2	6	64
pyro/infer/predictive.py	pyro/infer/mcmc/util.py	2	6	35
pyro/infer/renyi_elbo.py	examples/air/modules.py	2	14	6
pyro/infer/renyi_elbo.py	examples/rsa/semantic_parsing.py	2	14	20
pyro/infer/renyi_elbo.py	examples/vae/utils/custom_mlp.py	2	14	6
pyro/infer/renyi_elbo.py	examples/vae/utils/mnist_cached.py	2	14	9
pyro/infer/renyi_elbo.py	pyro/contrib/autoname/scoping.py	2	14	6
pyro/infer/renyi_elbo.py	pyro/contrib/conjugate/infer.py	2	14	4
pyro/infer/renyi_elbo.py	pyro/contrib/oed/glmm/guides.py	2	14	3
pyro/infer/renyi_elbo.py	pyro/contrib/oed/search.py	2	14	4
pyro/infer/renyi_elbo.py	pyro/distributions/conditional.py	2	14	5
pyro/infer/renyi_elbo.py	pyro/distributions/multivariate_studentt.py	2	14	5
pyro/infer/renyi_elbo.py	pyro/distributions/transforms/affine_autoregressive.py	2	14	11
pyro/infer/renyi_elbo.py	pyro/distributions/transforms/batchnorm.py	2	14	7
pyro/infer/renyi_elbo.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	14	5
pyro/infer/renyi_elbo.py	pyro/distributions/transforms/neural_autoregressive.py	2	14	10
pyro/infer/renyi_elbo.py	pyro/distributions/unit.py	2	14	3
pyro/infer/renyi_elbo.py	pyro/distributions/zero_inflated.py	2	14	8
pyro/infer/renyi_elbo.py	pyro/infer/autoguide/initialization.py	2	14	7
pyro/infer/renyi_elbo.py	pyro/infer/mcmc/logger.py	2	14	12
pyro/infer/renyi_elbo.py	examples/air/main.py	2	14	37
pyro/infer/renyi_elbo.py	examples/capture_recapture/cjs.py	2	14	9
pyro/infer/renyi_elbo.py	examples/contrib/autoname/mixture.py	2	14	22
pyro/infer/renyi_elbo.py	examples/contrib/autoname/tree_data.py	2	14	21
pyro/infer/renyi_elbo.py	examples/contrib/oed/gp_bayes_opt.py	2	14	9
pyro/infer/renyi_elbo.py	examples/dmm/polyphonic_data_loader.py	2	14	16
pyro/infer/renyi_elbo.py	examples/eight_schools/data.py	2	14	3
pyro/infer/renyi_elbo.py	examples/eight_schools/mcmc.py	2	14	29
pyro/infer/renyi_elbo.py	examples/eight_schools/svi.py	2	14	22
pyro/infer/renyi_elbo.py	examples/einsum.py	2	14	3
pyro/infer/renyi_elbo.py	examples/inclined_plane.py	2	14	35
pyro/infer/renyi_elbo.py	examples/minipyro.py	2	14	26
pyro/infer/renyi_elbo.py	examples/mixed_hmm/experiment.py	2	14	3
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pyro/infer/renyi_elbo.py	examples/mixed_hmm/seal_data.py	2	14	5
pyro/infer/renyi_elbo.py	examples/rsa/schelling.py	2	14	19
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pyro/infer/renyi_elbo.py	pyro/generic.py	2	14	7
pyro/infer/renyi_elbo.py	pyro/infer/energy_distance.py	2	14	3
pyro/infer/renyi_elbo.py	pyro/infer/mcmc/mcmc_kernel.py	2	14	5
pyro/infer/reparam/__init__.py	examples/contrib/epidemiology/regional.py	2	10	10
pyro/infer/reparam/__init__.py	examples/contrib/epidemiology/sir.py	2	10	21
pyro/infer/reparam/__init__.py	pyro/contrib/epidemiology/compartmental.py	2	10	33
pyro/infer/reparam/__init__.py	pyro/infer/mcmc/util.py	2	10	35
pyro/infer/reparam/__init__.py	pyro/distributions/distribution.py	2	10	44
pyro/infer/reparam/__init__.py	pyro/distributions/torch.py	2	10	40
pyro/infer/reparam/__init__.py	pyro/distributions/transforms/__init__.py	2	10	30
pyro/infer/reparam/__init__.py	pyro/distributions/__init__.py	2	10	114
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pyro/infer/reparam/loc_scale.py	pyro/infer/reparam/__init__.py	2	3	10
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pyro/infer/reparam/neutra.py	pyro/infer/reparam/__init__.py	2	5	10
pyro/infer/reparam/neutra.py	pyro/infer/reparam/loc_scale.py	2	5	3
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pyro/infer/reparam/reparam.py	pyro/infer/reparam/loc_scale.py	2	3	3
pyro/infer/reparam/reparam.py	pyro/infer/reparam/neutra.py	2	3	5
pyro/infer/reparam/stable.py	pyro/infer/reparam/hmm.py	2	8	5
pyro/infer/reparam/stable.py	pyro/distributions/torch_distribution.py	2	8	39
pyro/infer/reparam/stable.py	pyro/infer/reparam/loc_scale.py	2	8	3
pyro/infer/reparam/stable.py	pyro/infer/reparam/neutra.py	2	8	5
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pyro/infer/reparam/transform.py	pyro/infer/reparam/__init__.py	2	2	10
pyro/infer/reparam/transform.py	pyro/infer/reparam/loc_scale.py	2	2	3
pyro/infer/reparam/transform.py	pyro/infer/reparam/neutra.py	2	2	5
pyro/infer/reparam/transform.py	pyro/infer/reparam/reparam.py	2	2	3
pyro/infer/reparam/transform.py	pyro/infer/reparam/stable.py	2	2	8
pyro/infer/rws.py	examples/air/air.py	2	4	36
pyro/infer/rws.py	examples/air/modules.py	2	4	6
pyro/infer/rws.py	examples/contrib/gp/sv-dkl.py	2	4	34
pyro/infer/rws.py	examples/dmm/dmm.py	2	4	56
pyro/infer/rws.py	examples/hmm.py	2	4	45
pyro/infer/rws.py	examples/rsa/search_inference.py	2	4	9
pyro/infer/rws.py	examples/rsa/semantic_parsing.py	2	4	20
pyro/infer/rws.py	examples/sparse_gamma_def.py	2	4	28
pyro/infer/rws.py	examples/vae/ss_vae_M2.py	2	4	34
pyro/infer/rws.py	examples/vae/utils/custom_mlp.py	2	4	6
pyro/infer/rws.py	examples/vae/utils/mnist_cached.py	2	4	9
pyro/infer/rws.py	examples/vae/vae.py	2	4	29
pyro/infer/rws.py	examples/vae/vae_comparison.py	2	4	29
pyro/infer/rws.py	profiler/profiling_utils.py	2	4	5
pyro/infer/rws.py	pyro/contrib/autoname/named.py	2	4	5
pyro/infer/rws.py	pyro/contrib/autoname/scoping.py	2	4	6
pyro/infer/rws.py	pyro/contrib/conjugate/infer.py	2	4	4
pyro/infer/rws.py	pyro/contrib/gp/kernels/brownian.py	2	4	12
pyro/infer/rws.py	pyro/contrib/gp/kernels/coregionalize.py	2	4	9
pyro/infer/rws.py	pyro/contrib/gp/kernels/dot_product.py	2	4	13
pyro/infer/rws.py	pyro/contrib/gp/kernels/isotropic.py	2	4	14
pyro/infer/rws.py	pyro/contrib/gp/kernels/kernel.py	2	4	22
pyro/infer/rws.py	pyro/contrib/gp/kernels/periodic.py	2	4	12
pyro/infer/rws.py	pyro/contrib/gp/kernels/static.py	2	4	13
pyro/infer/rws.py	pyro/contrib/gp/likelihoods/binary.py	2	4	17
pyro/infer/rws.py	pyro/contrib/gp/likelihoods/gaussian.py	2	4	18
pyro/infer/rws.py	pyro/contrib/gp/likelihoods/likelihood.py	2	4	12
pyro/infer/rws.py	pyro/contrib/gp/likelihoods/multi_class.py	2	4	15
pyro/infer/rws.py	pyro/contrib/gp/likelihoods/poisson.py	2	4	11
pyro/infer/rws.py	pyro/contrib/gp/models/gplvm.py	2	4	12
pyro/infer/rws.py	pyro/contrib/gp/models/gpr.py	2	4	27
pyro/infer/rws.py	pyro/contrib/gp/models/model.py	2	4	24
pyro/infer/rws.py	pyro/contrib/gp/models/sgpr.py	2	4	32
pyro/infer/rws.py	pyro/contrib/gp/models/vgp.py	2	4	21
pyro/infer/rws.py	pyro/contrib/gp/models/vsgp.py	2	4	11
pyro/infer/rws.py	pyro/contrib/gp/parameterized.py	2	4	8
pyro/infer/rws.py	pyro/contrib/minipyro.py	2	4	17
pyro/infer/rws.py	pyro/contrib/oed/eig.py	2	4	17
pyro/infer/rws.py	pyro/contrib/oed/glmm/guides.py	2	4	3
pyro/infer/rws.py	pyro/contrib/oed/search.py	2	4	4
pyro/infer/rws.py	pyro/contrib/tracking/assignment.py	2	4	9
pyro/infer/rws.py	pyro/contrib/tracking/distributions.py	2	4	6
pyro/infer/rws.py	pyro/contrib/tracking/dynamic_models.py	2	4	7
pyro/infer/rws.py	pyro/contrib/tracking/extended_kalman_filter.py	2	4	8
pyro/infer/rws.py	pyro/contrib/tracking/hashing.py	2	4	8
pyro/infer/rws.py	pyro/contrib/tracking/measurements.py	2	4	5
pyro/infer/rws.py	pyro/distributions/avf_mvn.py	2	4	6
pyro/infer/rws.py	pyro/distributions/conditional.py	2	4	5
pyro/infer/rws.py	pyro/distributions/conjugate.py	2	4	13
pyro/infer/rws.py	pyro/distributions/delta.py	2	4	44
pyro/infer/rws.py	pyro/distributions/diag_normal_mixture.py	2	4	8
pyro/infer/rws.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	4	9
pyro/infer/rws.py	pyro/distributions/empirical.py	2	4	13
pyro/infer/rws.py	pyro/distributions/gaussian_scale_mixture.py	2	4	9
pyro/infer/rws.py	pyro/distributions/hmm.py	2	4	30
pyro/infer/rws.py	pyro/distributions/inverse_gamma.py	2	4	6
pyro/infer/rws.py	pyro/distributions/lkj.py	2	4	10
pyro/infer/rws.py	pyro/distributions/mixture.py	2	4	8
pyro/infer/rws.py	pyro/distributions/multivariate_studentt.py	2	4	5
pyro/infer/rws.py	pyro/distributions/omt_mvn.py	2	4	18
pyro/infer/rws.py	pyro/distributions/relaxed_straight_through.py	2	4	8
pyro/infer/rws.py	pyro/distributions/spanning_tree.py	2	4	7
pyro/infer/rws.py	pyro/distributions/testing/naive_dirichlet.py	2	4	7
pyro/infer/rws.py	pyro/distributions/testing/rejection_exponential.py	2	4	9
pyro/infer/rws.py	pyro/distributions/testing/rejection_gamma.py	2	4	19
pyro/infer/rws.py	pyro/distributions/torch.py	2	4	40
pyro/infer/rws.py	pyro/distributions/torch_distribution.py	2	4	39
pyro/infer/rws.py	pyro/distributions/torch_transform.py	2	4	7
pyro/infer/rws.py	pyro/distributions/transforms/affine_autoregressive.py	2	4	11
pyro/infer/rws.py	pyro/distributions/transforms/affine_coupling.py	2	4	13
pyro/infer/rws.py	pyro/distributions/transforms/batchnorm.py	2	4	7
pyro/infer/rws.py	pyro/distributions/transforms/block_autoregressive.py	2	4	12
pyro/infer/rws.py	pyro/distributions/transforms/householder.py	2	4	11
pyro/infer/rws.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	4	5
pyro/infer/rws.py	pyro/distributions/transforms/neural_autoregressive.py	2	4	10
pyro/infer/rws.py	pyro/distributions/transforms/permute.py	2	4	13
pyro/infer/rws.py	pyro/distributions/transforms/planar.py	2	4	16
pyro/infer/rws.py	pyro/distributions/transforms/polynomial.py	2	4	9
pyro/infer/rws.py	pyro/distributions/transforms/radial.py	2	4	15
pyro/infer/rws.py	pyro/distributions/transforms/sylvester.py	2	4	12
pyro/infer/rws.py	pyro/distributions/unit.py	2	4	3
pyro/infer/rws.py	pyro/distributions/util.py	2	4	62
pyro/infer/rws.py	pyro/distributions/von_mises_3d.py	2	4	4
pyro/infer/rws.py	pyro/distributions/zero_inflated.py	2	4	8
pyro/infer/rws.py	pyro/infer/abstract_infer.py	2	4	64
pyro/infer/rws.py	pyro/infer/autoguide/initialization.py	2	4	7
pyro/infer/rws.py	pyro/infer/csis.py	2	4	5
pyro/infer/rws.py	pyro/infer/mcmc/adaptation.py	2	4	11
pyro/infer/rws.py	pyro/infer/mcmc/api.py	2	4	24
pyro/infer/rws.py	pyro/infer/mcmc/hmc.py	2	4	77
pyro/infer/rws.py	pyro/infer/mcmc/logger.py	2	4	12
pyro/infer/rws.py	pyro/infer/mcmc/nuts.py	2	4	59
pyro/infer/rws.py	pyro/infer/mcmc/util.py	2	4	35
pyro/infer/rws.py	pyro/infer/__init__.py	2	4	44
pyro/infer/rws.py	pyro/infer/elbo.py	2	4	27
pyro/infer/rws.py	pyro/infer/energy_distance.py	2	4	3
pyro/infer/smcfilter.py	pyro/contrib/epidemiology/compartmental.py	2	5	33
pyro/infer/smcfilter.py	pyro/infer/__init__.py	2	5	44
pyro/infer/svgd.py	examples/air/air.py	2	7	36
pyro/infer/svgd.py	examples/air/modules.py	2	7	6
pyro/infer/svgd.py	examples/contrib/gp/sv-dkl.py	2	7	34
pyro/infer/svgd.py	examples/dmm/dmm.py	2	7	56
pyro/infer/svgd.py	examples/hmm.py	2	7	45
pyro/infer/svgd.py	examples/rsa/search_inference.py	2	7	9
pyro/infer/svgd.py	examples/rsa/semantic_parsing.py	2	7	20
pyro/infer/svgd.py	examples/sparse_gamma_def.py	2	7	28
pyro/infer/svgd.py	examples/vae/ss_vae_M2.py	2	7	34
pyro/infer/svgd.py	examples/vae/utils/custom_mlp.py	2	7	6
pyro/infer/svgd.py	examples/vae/utils/mnist_cached.py	2	7	9
pyro/infer/svgd.py	examples/vae/vae.py	2	7	29
pyro/infer/svgd.py	examples/vae/vae_comparison.py	2	7	29
pyro/infer/svgd.py	profiler/profiling_utils.py	2	7	5
pyro/infer/svgd.py	pyro/contrib/autoname/named.py	2	7	5
pyro/infer/svgd.py	pyro/contrib/autoname/scoping.py	2	7	6
pyro/infer/svgd.py	pyro/contrib/conjugate/infer.py	2	7	4
pyro/infer/svgd.py	pyro/contrib/gp/kernels/brownian.py	2	7	12
pyro/infer/svgd.py	pyro/contrib/gp/kernels/coregionalize.py	2	7	9
pyro/infer/svgd.py	pyro/contrib/gp/kernels/dot_product.py	2	7	13
pyro/infer/svgd.py	pyro/contrib/gp/kernels/isotropic.py	2	7	14
pyro/infer/svgd.py	pyro/contrib/gp/kernels/kernel.py	2	7	22
pyro/infer/svgd.py	pyro/contrib/gp/kernels/periodic.py	2	7	12
pyro/infer/svgd.py	pyro/contrib/gp/kernels/static.py	2	7	13
pyro/infer/svgd.py	pyro/contrib/gp/likelihoods/binary.py	2	7	17
pyro/infer/svgd.py	pyro/contrib/gp/likelihoods/gaussian.py	2	7	18
pyro/infer/svgd.py	pyro/contrib/gp/likelihoods/likelihood.py	2	7	12
pyro/infer/svgd.py	pyro/contrib/gp/likelihoods/multi_class.py	2	7	15
pyro/infer/svgd.py	pyro/contrib/gp/likelihoods/poisson.py	2	7	11
pyro/infer/svgd.py	pyro/contrib/gp/models/gplvm.py	2	7	12
pyro/infer/svgd.py	pyro/contrib/gp/models/gpr.py	2	7	27
pyro/infer/svgd.py	pyro/contrib/gp/models/model.py	2	7	24
pyro/infer/svgd.py	pyro/contrib/gp/models/sgpr.py	2	7	32
pyro/infer/svgd.py	pyro/contrib/gp/models/vgp.py	2	7	21
pyro/infer/svgd.py	pyro/contrib/gp/models/vsgp.py	2	7	11
pyro/infer/svgd.py	pyro/contrib/gp/parameterized.py	2	7	8
pyro/infer/svgd.py	pyro/contrib/minipyro.py	2	7	17
pyro/infer/svgd.py	pyro/contrib/oed/eig.py	2	7	17
pyro/infer/svgd.py	pyro/contrib/oed/glmm/guides.py	2	7	3
pyro/infer/svgd.py	pyro/contrib/oed/search.py	2	7	4
pyro/infer/svgd.py	pyro/contrib/tracking/assignment.py	2	7	9
pyro/infer/svgd.py	pyro/contrib/tracking/distributions.py	2	7	6
pyro/infer/svgd.py	pyro/contrib/tracking/dynamic_models.py	2	7	7
pyro/infer/svgd.py	pyro/contrib/tracking/extended_kalman_filter.py	2	7	8
pyro/infer/svgd.py	pyro/contrib/tracking/hashing.py	2	7	8
pyro/infer/svgd.py	pyro/contrib/tracking/measurements.py	2	7	5
pyro/infer/svgd.py	pyro/distributions/avf_mvn.py	2	7	6
pyro/infer/svgd.py	pyro/distributions/conditional.py	2	7	5
pyro/infer/svgd.py	pyro/distributions/conjugate.py	2	7	13
pyro/infer/svgd.py	pyro/distributions/delta.py	2	7	44
pyro/infer/svgd.py	pyro/distributions/diag_normal_mixture.py	2	7	8
pyro/infer/svgd.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	7	9
pyro/infer/svgd.py	pyro/distributions/empirical.py	2	7	13
pyro/infer/svgd.py	pyro/distributions/gaussian_scale_mixture.py	2	7	9
pyro/infer/svgd.py	pyro/distributions/hmm.py	2	7	30
pyro/infer/svgd.py	pyro/distributions/inverse_gamma.py	2	7	6
pyro/infer/svgd.py	pyro/distributions/lkj.py	2	7	10
pyro/infer/svgd.py	pyro/distributions/mixture.py	2	7	8
pyro/infer/svgd.py	pyro/distributions/multivariate_studentt.py	2	7	5
pyro/infer/svgd.py	pyro/distributions/omt_mvn.py	2	7	18
pyro/infer/svgd.py	pyro/distributions/relaxed_straight_through.py	2	7	8
pyro/infer/svgd.py	pyro/distributions/spanning_tree.py	2	7	7
pyro/infer/svgd.py	pyro/distributions/testing/naive_dirichlet.py	2	7	7
pyro/infer/svgd.py	pyro/distributions/testing/rejection_exponential.py	2	7	9
pyro/infer/svgd.py	pyro/distributions/testing/rejection_gamma.py	2	7	19
pyro/infer/svgd.py	pyro/distributions/torch.py	2	7	40
pyro/infer/svgd.py	pyro/distributions/torch_distribution.py	2	7	39
pyro/infer/svgd.py	pyro/distributions/torch_transform.py	2	7	7
pyro/infer/svgd.py	pyro/distributions/transforms/affine_autoregressive.py	2	7	11
pyro/infer/svgd.py	pyro/distributions/transforms/affine_coupling.py	2	7	13
pyro/infer/svgd.py	pyro/distributions/transforms/batchnorm.py	2	7	7
pyro/infer/svgd.py	pyro/distributions/transforms/block_autoregressive.py	2	7	12
pyro/infer/svgd.py	pyro/distributions/transforms/householder.py	2	7	11
pyro/infer/svgd.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	7	5
pyro/infer/svgd.py	pyro/distributions/transforms/neural_autoregressive.py	2	7	10
pyro/infer/svgd.py	pyro/distributions/transforms/permute.py	2	7	13
pyro/infer/svgd.py	pyro/distributions/transforms/planar.py	2	7	16
pyro/infer/svgd.py	pyro/distributions/transforms/polynomial.py	2	7	9
pyro/infer/svgd.py	pyro/distributions/transforms/radial.py	2	7	15
pyro/infer/svgd.py	pyro/distributions/transforms/sylvester.py	2	7	12
pyro/infer/svgd.py	pyro/distributions/unit.py	2	7	3
pyro/infer/svgd.py	pyro/distributions/util.py	2	7	62
pyro/infer/svgd.py	pyro/distributions/von_mises_3d.py	2	7	4
pyro/infer/svgd.py	pyro/distributions/zero_inflated.py	2	7	8
pyro/infer/svgd.py	pyro/infer/abstract_infer.py	2	7	64
pyro/infer/svgd.py	pyro/infer/autoguide/initialization.py	2	7	7
pyro/infer/svgd.py	pyro/infer/csis.py	2	7	5
pyro/infer/svgd.py	pyro/infer/discrete.py	2	7	11
pyro/infer/svgd.py	pyro/infer/importance.py	2	7	33
pyro/infer/svgd.py	pyro/infer/mcmc/adaptation.py	2	7	11
pyro/infer/svgd.py	pyro/infer/mcmc/api.py	2	7	24
pyro/infer/svgd.py	pyro/infer/mcmc/hmc.py	2	7	77
pyro/infer/svgd.py	pyro/infer/mcmc/logger.py	2	7	12
pyro/infer/svgd.py	pyro/infer/mcmc/nuts.py	2	7	59
pyro/infer/svgd.py	pyro/infer/mcmc/util.py	2	7	35
pyro/infer/svgd.py	pyro/infer/renyi_elbo.py	2	7	14
pyro/infer/svgd.py	pyro/infer/rws.py	2	7	4
pyro/infer/svgd.py	pyro/infer/autoguide/guides.py	2	7	18
pyro/infer/svi.py	examples/air/air.py	2	28	36
pyro/infer/svi.py	examples/air/modules.py	2	28	6
pyro/infer/svi.py	examples/vae/utils/custom_mlp.py	2	28	6
pyro/infer/svi.py	examples/vae/utils/mnist_cached.py	2	28	9
pyro/infer/svi.py	pyro/contrib/autoname/scoping.py	2	28	6
pyro/infer/svi.py	pyro/contrib/conjugate/infer.py	2	28	4
pyro/infer/svi.py	pyro/contrib/oed/glmm/guides.py	2	28	3
pyro/infer/svi.py	pyro/contrib/oed/search.py	2	28	4
pyro/infer/svi.py	pyro/contrib/tracking/dynamic_models.py	2	28	7
pyro/infer/svi.py	pyro/contrib/tracking/extended_kalman_filter.py	2	28	8
pyro/infer/svi.py	pyro/contrib/tracking/measurements.py	2	28	5
pyro/infer/svi.py	pyro/distributions/conditional.py	2	28	5
pyro/infer/svi.py	pyro/distributions/multivariate_studentt.py	2	28	5
pyro/infer/svi.py	pyro/distributions/transforms/affine_autoregressive.py	2	28	11
pyro/infer/svi.py	pyro/distributions/transforms/batchnorm.py	2	28	7
pyro/infer/svi.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	28	5
pyro/infer/svi.py	pyro/distributions/transforms/neural_autoregressive.py	2	28	10
pyro/infer/svi.py	pyro/distributions/unit.py	2	28	3
pyro/infer/svi.py	pyro/distributions/zero_inflated.py	2	28	8
pyro/infer/svi.py	pyro/infer/autoguide/initialization.py	2	28	7
pyro/infer/svi.py	pyro/infer/mcmc/adaptation.py	2	28	11
pyro/infer/svi.py	pyro/infer/mcmc/logger.py	2	28	12
pyro/infer/svi.py	pyro/infer/svgd.py	2	28	7
pyro/infer/svi.py	examples/air/viz.py	2	28	6
pyro/infer/svi.py	examples/capture_recapture/cjs.py	2	28	9
pyro/infer/svi.py	examples/eight_schools/data.py	2	28	3
pyro/infer/svi.py	examples/einsum.py	2	28	3
pyro/infer/svi.py	examples/mixed_hmm/experiment.py	2	28	3
pyro/infer/svi.py	examples/mixed_hmm/model.py	2	28	4
pyro/infer/svi.py	examples/mixed_hmm/seal_data.py	2	28	5
pyro/infer/svi.py	examples/rsa/generics.py	2	28	19
pyro/infer/svi.py	examples/rsa/hyperbole.py	2	28	19
pyro/infer/svi.py	examples/sparse_regression.py	2	28	18
pyro/infer/svi.py	profiler/distributions.py	2	28	11
pyro/infer/svi.py	pyro/contrib/__init__.py	2	28	17
pyro/infer/svi.py	pyro/contrib/autoname/__init__.py	2	28	5
pyro/infer/svi.py	pyro/contrib/bnn/__init__.py	2	28	3
pyro/infer/svi.py	pyro/contrib/bnn/hidden_layer.py	2	28	3
pyro/infer/svi.py	pyro/contrib/bnn/utils.py	2	28	3
pyro/infer/svi.py	pyro/contrib/easyguide/__init__.py	2	28	3
pyro/infer/svi.py	pyro/contrib/easyguide/easyguide.py	2	28	9
pyro/infer/svi.py	pyro/contrib/examples/util.py	2	28	9
pyro/infer/svi.py	pyro/contrib/gp/__init__.py	2	28	14
pyro/infer/svi.py	pyro/contrib/gp/kernels/__init__.py	2	28	12
pyro/infer/svi.py	pyro/contrib/gp/likelihoods/__init__.py	2	28	8
pyro/infer/svi.py	pyro/contrib/gp/models/__init__.py	2	28	11
pyro/infer/svi.py	pyro/contrib/oed/util.py	2	28	8
pyro/infer/svi.py	pyro/contrib/tracking/__init__.py	2	28	3
pyro/infer/svi.py	pyro/contrib/util.py	2	28	6
pyro/infer/svi.py	pyro/distributions/rejector.py	2	28	10
pyro/infer/svi.py	pyro/distributions/score_parts.py	2	28	7
pyro/infer/svi.py	pyro/distributions/stable.py	2	28	9
pyro/infer/svi.py	pyro/distributions/testing/fakes.py	2	28	7
pyro/infer/svi.py	pyro/distributions/torch_patch.py	2	28	27
pyro/infer/svi.py	pyro/distributions/transforms/utils.py	2	28	3
pyro/infer/svi.py	pyro/generic.py	2	28	7
pyro/infer/svi.py	pyro/infer/energy_distance.py	2	28	3
pyro/infer/svi.py	pyro/infer/mcmc/mcmc_kernel.py	2	28	5
pyro/infer/svi.py	pyro/infer/predictive.py	2	28	6
pyro/infer/trace_elbo.py	examples/capture_recapture/cjs.py	2	59	9
pyro/infer/trace_elbo.py	examples/contrib/autoname/mixture.py	2	59	22
pyro/infer/trace_elbo.py	examples/contrib/autoname/tree_data.py	2	59	21
pyro/infer/trace_elbo.py	examples/contrib/gp/sv-dkl.py	2	59	34
pyro/infer/trace_elbo.py	examples/dmm/polyphonic_data_loader.py	2	59	16
pyro/infer/trace_elbo.py	examples/eight_schools/data.py	2	59	3
pyro/infer/trace_elbo.py	examples/eight_schools/svi.py	2	59	22
pyro/infer/trace_elbo.py	examples/einsum.py	2	59	3
pyro/infer/trace_elbo.py	examples/lkj.py	2	59	20
pyro/infer/trace_elbo.py	examples/minipyro.py	2	59	26
pyro/infer/trace_elbo.py	examples/mixed_hmm/experiment.py	2	59	3
pyro/infer/trace_elbo.py	examples/mixed_hmm/model.py	2	59	4
pyro/infer/trace_elbo.py	examples/mixed_hmm/seal_data.py	2	59	5
pyro/infer/trace_elbo.py	examples/rsa/schelling.py	2	59	19
pyro/infer/trace_elbo.py	examples/rsa/schelling_false.py	2	59	19
pyro/infer/trace_elbo.py	examples/rsa/search_inference.py	2	59	9
pyro/infer/trace_elbo.py	examples/vae/utils/mnist_cached.py	2	59	9
pyro/infer/trace_elbo.py	examples/vae/vae.py	2	59	29
pyro/infer/trace_elbo.py	examples/vae/vae_comparison.py	2	59	29
pyro/infer/trace_elbo.py	profiler/profiling_utils.py	2	59	5
pyro/infer/trace_elbo.py	pyro/contrib/__init__.py	2	59	17
pyro/infer/trace_elbo.py	pyro/contrib/autoname/__init__.py	2	59	5
pyro/infer/trace_elbo.py	pyro/contrib/autoname/named.py	2	59	5
pyro/infer/trace_elbo.py	pyro/contrib/bnn/__init__.py	2	59	3
pyro/infer/trace_elbo.py	pyro/contrib/bnn/hidden_layer.py	2	59	3
pyro/infer/trace_elbo.py	pyro/contrib/bnn/utils.py	2	59	3
pyro/infer/trace_elbo.py	pyro/contrib/easyguide/__init__.py	2	59	3
pyro/infer/trace_elbo.py	pyro/contrib/easyguide/easyguide.py	2	59	9
pyro/infer/trace_elbo.py	pyro/contrib/gp/kernels/brownian.py	2	59	12
pyro/infer/trace_elbo.py	pyro/contrib/gp/kernels/coregionalize.py	2	59	9
pyro/infer/trace_elbo.py	pyro/contrib/gp/kernels/dot_product.py	2	59	13
pyro/infer/trace_elbo.py	pyro/contrib/gp/kernels/isotropic.py	2	59	14
pyro/infer/trace_elbo.py	pyro/contrib/gp/kernels/periodic.py	2	59	12
pyro/infer/trace_elbo.py	pyro/contrib/gp/kernels/static.py	2	59	13
pyro/infer/trace_elbo.py	pyro/contrib/gp/likelihoods/__init__.py	2	59	8
pyro/infer/trace_elbo.py	pyro/contrib/gp/likelihoods/binary.py	2	59	17
pyro/infer/trace_elbo.py	pyro/contrib/gp/likelihoods/likelihood.py	2	59	12
pyro/infer/trace_elbo.py	pyro/contrib/gp/likelihoods/multi_class.py	2	59	15
pyro/infer/trace_elbo.py	pyro/contrib/gp/likelihoods/poisson.py	2	59	11
pyro/infer/trace_elbo.py	pyro/contrib/gp/parameterized.py	2	59	8
pyro/infer/trace_elbo.py	pyro/contrib/minipyro.py	2	59	17
pyro/infer/trace_elbo.py	pyro/contrib/oed/util.py	2	59	8
pyro/infer/trace_elbo.py	pyro/contrib/tracking/__init__.py	2	59	3
pyro/infer/trace_elbo.py	pyro/contrib/tracking/assignment.py	2	59	9
pyro/infer/trace_elbo.py	pyro/contrib/tracking/distributions.py	2	59	6
pyro/infer/trace_elbo.py	pyro/contrib/tracking/hashing.py	2	59	8
pyro/infer/trace_elbo.py	pyro/contrib/util.py	2	59	6
pyro/infer/trace_elbo.py	pyro/distributions/avf_mvn.py	2	59	6
pyro/infer/trace_elbo.py	pyro/distributions/conjugate.py	2	59	13
pyro/infer/trace_elbo.py	pyro/distributions/empirical.py	2	59	13
pyro/infer/trace_elbo.py	pyro/distributions/gaussian_scale_mixture.py	2	59	9
pyro/infer/trace_elbo.py	pyro/distributions/hmm.py	2	59	30
pyro/infer/trace_elbo.py	pyro/distributions/inverse_gamma.py	2	59	6
pyro/infer/trace_elbo.py	pyro/distributions/lkj.py	2	59	10
pyro/infer/trace_elbo.py	pyro/distributions/spanning_tree.py	2	59	7
pyro/infer/trace_elbo.py	pyro/distributions/testing/naive_dirichlet.py	2	59	7
pyro/infer/trace_elbo.py	pyro/distributions/torch_transform.py	2	59	7
pyro/infer/trace_elbo.py	pyro/distributions/transforms/affine_coupling.py	2	59	13
pyro/infer/trace_elbo.py	pyro/distributions/transforms/block_autoregressive.py	2	59	12
pyro/infer/trace_elbo.py	pyro/distributions/transforms/householder.py	2	59	11
pyro/infer/trace_elbo.py	pyro/distributions/transforms/permute.py	2	59	13
pyro/infer/trace_elbo.py	pyro/distributions/transforms/planar.py	2	59	16
pyro/infer/trace_elbo.py	pyro/distributions/transforms/polynomial.py	2	59	9
pyro/infer/trace_elbo.py	pyro/distributions/transforms/radial.py	2	59	15
pyro/infer/trace_elbo.py	pyro/distributions/transforms/sylvester.py	2	59	12
pyro/infer/trace_elbo.py	pyro/distributions/transforms/utils.py	2	59	3
pyro/infer/trace_elbo.py	pyro/distributions/von_mises_3d.py	2	59	4
pyro/infer/trace_elbo.py	pyro/generic.py	2	59	7
pyro/infer/trace_elbo.py	pyro/infer/csis.py	2	59	5
pyro/infer/trace_elbo.py	pyro/infer/energy_distance.py	2	59	3
pyro/infer/trace_elbo.py	pyro/infer/mcmc/api.py	2	59	24
pyro/infer/trace_elbo.py	pyro/infer/mcmc/mcmc_kernel.py	2	59	5
pyro/infer/trace_elbo.py	pyro/infer/mcmc/util.py	2	59	35
pyro/infer/trace_elbo.py	pyro/infer/rws.py	2	59	4
pyro/infer/trace_mean_field_elbo.py	examples/air/air.py	2	10	36
pyro/infer/trace_mean_field_elbo.py	examples/air/modules.py	2	10	6
pyro/infer/trace_mean_field_elbo.py	examples/dmm/dmm.py	2	10	56
pyro/infer/trace_mean_field_elbo.py	examples/rsa/semantic_parsing.py	2	10	20
pyro/infer/trace_mean_field_elbo.py	examples/vae/ss_vae_M2.py	2	10	34
pyro/infer/trace_mean_field_elbo.py	examples/vae/utils/custom_mlp.py	2	10	6
pyro/infer/trace_mean_field_elbo.py	examples/vae/utils/mnist_cached.py	2	10	9
pyro/infer/trace_mean_field_elbo.py	examples/vae/vae.py	2	10	29
pyro/infer/trace_mean_field_elbo.py	examples/vae/vae_comparison.py	2	10	29
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/autoname/scoping.py	2	10	6
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/conjugate/infer.py	2	10	4
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/oed/glmm/guides.py	2	10	3
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/oed/search.py	2	10	4
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/tracking/dynamic_models.py	2	10	7
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/tracking/extended_kalman_filter.py	2	10	8
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/tracking/measurements.py	2	10	5
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/conditional.py	2	10	5
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/multivariate_studentt.py	2	10	5
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/transforms/affine_autoregressive.py	2	10	11
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/transforms/batchnorm.py	2	10	7
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	10	5
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/transforms/neural_autoregressive.py	2	10	10
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/unit.py	2	10	3
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/zero_inflated.py	2	10	8
pyro/infer/trace_mean_field_elbo.py	pyro/infer/autoguide/initialization.py	2	10	7
pyro/infer/trace_mean_field_elbo.py	pyro/infer/mcmc/adaptation.py	2	10	11
pyro/infer/trace_mean_field_elbo.py	pyro/infer/mcmc/logger.py	2	10	12
pyro/infer/trace_mean_field_elbo.py	pyro/infer/mcmc/util.py	2	10	35
pyro/infer/trace_mean_field_elbo.py	pyro/infer/svgd.py	2	10	7
pyro/infer/trace_mean_field_elbo.py	examples/air/main.py	2	10	37
pyro/infer/trace_mean_field_elbo.py	examples/baseball.py	2	10	46
pyro/infer/trace_mean_field_elbo.py	examples/capture_recapture/cjs.py	2	10	9
pyro/infer/trace_mean_field_elbo.py	examples/contrib/autoname/mixture.py	2	10	22
pyro/infer/trace_mean_field_elbo.py	examples/contrib/autoname/scoping_mixture.py	2	10	22
pyro/infer/trace_mean_field_elbo.py	examples/contrib/autoname/tree_data.py	2	10	21
pyro/infer/trace_mean_field_elbo.py	examples/eight_schools/data.py	2	10	3
pyro/infer/trace_mean_field_elbo.py	examples/eight_schools/mcmc.py	2	10	29
pyro/infer/trace_mean_field_elbo.py	examples/eight_schools/svi.py	2	10	22
pyro/infer/trace_mean_field_elbo.py	examples/einsum.py	2	10	3
pyro/infer/trace_mean_field_elbo.py	examples/inclined_plane.py	2	10	35
pyro/infer/trace_mean_field_elbo.py	examples/lda.py	2	10	25
pyro/infer/trace_mean_field_elbo.py	examples/lkj.py	2	10	20
pyro/infer/trace_mean_field_elbo.py	examples/minipyro.py	2	10	26
pyro/infer/trace_mean_field_elbo.py	examples/mixed_hmm/experiment.py	2	10	3
pyro/infer/trace_mean_field_elbo.py	examples/mixed_hmm/model.py	2	10	4
pyro/infer/trace_mean_field_elbo.py	examples/mixed_hmm/seal_data.py	2	10	5
pyro/infer/trace_mean_field_elbo.py	examples/rsa/schelling.py	2	10	19
pyro/infer/trace_mean_field_elbo.py	examples/rsa/schelling_false.py	2	10	19
pyro/infer/trace_mean_field_elbo.py	profiler/distributions.py	2	10	11
pyro/infer/trace_mean_field_elbo.py	pyro/__init__.py	2	10	176
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/__init__.py	2	10	17
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/autoname/__init__.py	2	10	5
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/bnn/__init__.py	2	10	3
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/bnn/hidden_layer.py	2	10	3
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/bnn/utils.py	2	10	3
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/easyguide/__init__.py	2	10	3
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/easyguide/easyguide.py	2	10	9
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/examples/util.py	2	10	9
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/__init__.py	2	10	14
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/kernels/__init__.py	2	10	12
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/likelihoods/__init__.py	2	10	8
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/models/__init__.py	2	10	11
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/gp/util.py	2	10	19
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/oed/util.py	2	10	8
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/tracking/__init__.py	2	10	3
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/util.py	2	10	6
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/__init__.py	2	10	114
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/distribution.py	2	10	44
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/rejector.py	2	10	10
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/score_parts.py	2	10	7
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/testing/fakes.py	2	10	7
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/torch_patch.py	2	10	27
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/transforms/utils.py	2	10	3
pyro/infer/trace_mean_field_elbo.py	pyro/generic.py	2	10	7
pyro/infer/trace_mean_field_elbo.py	pyro/infer/energy_distance.py	2	10	3
pyro/infer/trace_mean_field_elbo.py	pyro/infer/mcmc/mcmc_kernel.py	2	10	5
pyro/infer/trace_mmd.py	examples/air/air.py	2	6	36
pyro/infer/trace_mmd.py	examples/air/modules.py	2	6	6
pyro/infer/trace_mmd.py	examples/dmm/dmm.py	2	6	56
pyro/infer/trace_mmd.py	examples/rsa/semantic_parsing.py	2	6	20
pyro/infer/trace_mmd.py	examples/vae/ss_vae_M2.py	2	6	34
pyro/infer/trace_mmd.py	examples/vae/utils/custom_mlp.py	2	6	6
pyro/infer/trace_mmd.py	examples/vae/utils/mnist_cached.py	2	6	9
pyro/infer/trace_mmd.py	examples/vae/vae.py	2	6	29
pyro/infer/trace_mmd.py	examples/vae/vae_comparison.py	2	6	29
pyro/infer/trace_mmd.py	pyro/contrib/autoname/scoping.py	2	6	6
pyro/infer/trace_mmd.py	pyro/contrib/conjugate/infer.py	2	6	4
pyro/infer/trace_mmd.py	pyro/contrib/oed/glmm/guides.py	2	6	3
pyro/infer/trace_mmd.py	pyro/contrib/oed/search.py	2	6	4
pyro/infer/trace_mmd.py	pyro/contrib/tracking/dynamic_models.py	2	6	7
pyro/infer/trace_mmd.py	pyro/contrib/tracking/extended_kalman_filter.py	2	6	8
pyro/infer/trace_mmd.py	pyro/contrib/tracking/measurements.py	2	6	5
pyro/infer/trace_mmd.py	pyro/distributions/conditional.py	2	6	5
pyro/infer/trace_mmd.py	pyro/distributions/multivariate_studentt.py	2	6	5
pyro/infer/trace_mmd.py	pyro/distributions/transforms/affine_autoregressive.py	2	6	11
pyro/infer/trace_mmd.py	pyro/distributions/transforms/batchnorm.py	2	6	7
pyro/infer/trace_mmd.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	6	5
pyro/infer/trace_mmd.py	pyro/distributions/transforms/neural_autoregressive.py	2	6	10
pyro/infer/trace_mmd.py	pyro/distributions/unit.py	2	6	3
pyro/infer/trace_mmd.py	pyro/distributions/zero_inflated.py	2	6	8
pyro/infer/trace_mmd.py	pyro/infer/autoguide/initialization.py	2	6	7
pyro/infer/trace_mmd.py	pyro/infer/mcmc/adaptation.py	2	6	11
pyro/infer/trace_mmd.py	pyro/infer/mcmc/logger.py	2	6	12
pyro/infer/trace_mmd.py	pyro/infer/mcmc/util.py	2	6	35
pyro/infer/trace_mmd.py	pyro/infer/svgd.py	2	6	7
pyro/infer/trace_mmd.py	examples/air/main.py	2	6	37
pyro/infer/trace_mmd.py	examples/baseball.py	2	6	46
pyro/infer/trace_mmd.py	examples/capture_recapture/cjs.py	2	6	9
pyro/infer/trace_mmd.py	examples/contrib/autoname/mixture.py	2	6	22
pyro/infer/trace_mmd.py	examples/contrib/autoname/scoping_mixture.py	2	6	22
pyro/infer/trace_mmd.py	examples/contrib/autoname/tree_data.py	2	6	21
pyro/infer/trace_mmd.py	examples/eight_schools/data.py	2	6	3
pyro/infer/trace_mmd.py	examples/eight_schools/mcmc.py	2	6	29
pyro/infer/trace_mmd.py	examples/eight_schools/svi.py	2	6	22
pyro/infer/trace_mmd.py	examples/einsum.py	2	6	3
pyro/infer/trace_mmd.py	examples/inclined_plane.py	2	6	35
pyro/infer/trace_mmd.py	examples/lda.py	2	6	25
pyro/infer/trace_mmd.py	examples/lkj.py	2	6	20
pyro/infer/trace_mmd.py	examples/minipyro.py	2	6	26
pyro/infer/trace_mmd.py	examples/mixed_hmm/experiment.py	2	6	3
pyro/infer/trace_mmd.py	examples/mixed_hmm/model.py	2	6	4
pyro/infer/trace_mmd.py	examples/mixed_hmm/seal_data.py	2	6	5
pyro/infer/trace_mmd.py	examples/rsa/schelling.py	2	6	19
pyro/infer/trace_mmd.py	examples/rsa/schelling_false.py	2	6	19
pyro/infer/trace_mmd.py	profiler/distributions.py	2	6	11
pyro/infer/trace_mmd.py	pyro/__init__.py	2	6	176
pyro/infer/trace_mmd.py	pyro/contrib/__init__.py	2	6	17
pyro/infer/trace_mmd.py	pyro/contrib/autoname/__init__.py	2	6	5
pyro/infer/trace_mmd.py	pyro/contrib/bnn/__init__.py	2	6	3
pyro/infer/trace_mmd.py	pyro/contrib/bnn/hidden_layer.py	2	6	3
pyro/infer/trace_mmd.py	pyro/contrib/bnn/utils.py	2	6	3
pyro/infer/trace_mmd.py	pyro/contrib/easyguide/__init__.py	2	6	3
pyro/infer/trace_mmd.py	pyro/contrib/easyguide/easyguide.py	2	6	9
pyro/infer/trace_mmd.py	pyro/contrib/examples/util.py	2	6	9
pyro/infer/trace_mmd.py	pyro/contrib/gp/kernels/__init__.py	2	6	12
pyro/infer/trace_mmd.py	pyro/contrib/gp/likelihoods/__init__.py	2	6	8
pyro/infer/trace_mmd.py	pyro/contrib/gp/models/__init__.py	2	6	11
pyro/infer/trace_mmd.py	pyro/contrib/gp/util.py	2	6	19
pyro/infer/trace_mmd.py	pyro/contrib/oed/util.py	2	6	8
pyro/infer/trace_mmd.py	pyro/contrib/tracking/__init__.py	2	6	3
pyro/infer/trace_mmd.py	pyro/contrib/util.py	2	6	6
pyro/infer/trace_mmd.py	pyro/distributions/__init__.py	2	6	114
pyro/infer/trace_mmd.py	pyro/distributions/distribution.py	2	6	44
pyro/infer/trace_mmd.py	pyro/distributions/rejector.py	2	6	10
pyro/infer/trace_mmd.py	pyro/distributions/score_parts.py	2	6	7
pyro/infer/trace_mmd.py	pyro/distributions/testing/fakes.py	2	6	7
pyro/infer/trace_mmd.py	pyro/distributions/torch_patch.py	2	6	27
pyro/infer/trace_mmd.py	pyro/distributions/transforms/utils.py	2	6	3
pyro/infer/trace_mmd.py	pyro/generic.py	2	6	7
pyro/infer/trace_mmd.py	pyro/infer/energy_distance.py	2	6	3
pyro/infer/trace_mmd.py	pyro/infer/mcmc/mcmc_kernel.py	2	6	5
pyro/infer/trace_tail_adaptive_elbo.py	examples/air/main.py	2	5	37
pyro/infer/trace_tail_adaptive_elbo.py	examples/baseball.py	2	5	46
pyro/infer/trace_tail_adaptive_elbo.py	examples/capture_recapture/cjs.py	2	5	9
pyro/infer/trace_tail_adaptive_elbo.py	examples/contrib/autoname/mixture.py	2	5	22
pyro/infer/trace_tail_adaptive_elbo.py	examples/contrib/autoname/scoping_mixture.py	2	5	22
pyro/infer/trace_tail_adaptive_elbo.py	examples/contrib/autoname/tree_data.py	2	5	21
pyro/infer/trace_tail_adaptive_elbo.py	examples/contrib/gp/sv-dkl.py	2	5	34
pyro/infer/trace_tail_adaptive_elbo.py	examples/eight_schools/data.py	2	5	3
pyro/infer/trace_tail_adaptive_elbo.py	examples/eight_schools/mcmc.py	2	5	29
pyro/infer/trace_tail_adaptive_elbo.py	examples/eight_schools/svi.py	2	5	22
pyro/infer/trace_tail_adaptive_elbo.py	examples/einsum.py	2	5	3
pyro/infer/trace_tail_adaptive_elbo.py	examples/hmm.py	2	5	45
pyro/infer/trace_tail_adaptive_elbo.py	examples/inclined_plane.py	2	5	35
pyro/infer/trace_tail_adaptive_elbo.py	examples/lda.py	2	5	25
pyro/infer/trace_tail_adaptive_elbo.py	examples/lkj.py	2	5	20
pyro/infer/trace_tail_adaptive_elbo.py	examples/minipyro.py	2	5	26
pyro/infer/trace_tail_adaptive_elbo.py	examples/mixed_hmm/experiment.py	2	5	3
pyro/infer/trace_tail_adaptive_elbo.py	examples/mixed_hmm/model.py	2	5	4
pyro/infer/trace_tail_adaptive_elbo.py	examples/mixed_hmm/seal_data.py	2	5	5
pyro/infer/trace_tail_adaptive_elbo.py	examples/rsa/schelling.py	2	5	19
pyro/infer/trace_tail_adaptive_elbo.py	examples/rsa/schelling_false.py	2	5	19
pyro/infer/trace_tail_adaptive_elbo.py	examples/rsa/search_inference.py	2	5	9
pyro/infer/trace_tail_adaptive_elbo.py	examples/sparse_gamma_def.py	2	5	28
pyro/infer/trace_tail_adaptive_elbo.py	profiler/distributions.py	2	5	11
pyro/infer/trace_tail_adaptive_elbo.py	profiler/profiling_utils.py	2	5	5
pyro/infer/trace_tail_adaptive_elbo.py	pyro/__init__.py	2	5	176
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/__init__.py	2	5	17
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/autoname/__init__.py	2	5	5
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/autoname/named.py	2	5	5
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/bnn/__init__.py	2	5	3
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/bnn/hidden_layer.py	2	5	3
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/bnn/utils.py	2	5	3
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/easyguide/__init__.py	2	5	3
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/easyguide/easyguide.py	2	5	9
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/examples/util.py	2	5	9
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/__init__.py	2	5	14
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/kernels/__init__.py	2	5	12
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/kernels/brownian.py	2	5	12
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/kernels/coregionalize.py	2	5	9
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/kernels/dot_product.py	2	5	13
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/kernels/isotropic.py	2	5	14
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/kernels/kernel.py	2	5	22
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/kernels/periodic.py	2	5	12
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/kernels/static.py	2	5	13
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/likelihoods/__init__.py	2	5	8
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/likelihoods/binary.py	2	5	17
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/likelihoods/gaussian.py	2	5	18
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/likelihoods/likelihood.py	2	5	12
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/likelihoods/multi_class.py	2	5	15
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/likelihoods/poisson.py	2	5	11
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/models/__init__.py	2	5	11
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/models/gplvm.py	2	5	12
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/models/gpr.py	2	5	27
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/models/model.py	2	5	24
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/models/sgpr.py	2	5	32
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/models/vgp.py	2	5	21
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/models/vsgp.py	2	5	11
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/parameterized.py	2	5	8
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/gp/util.py	2	5	19
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/minipyro.py	2	5	17
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/oed/eig.py	2	5	17
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/oed/util.py	2	5	8
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/tracking/__init__.py	2	5	3
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/tracking/assignment.py	2	5	9
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/tracking/distributions.py	2	5	6
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/tracking/hashing.py	2	5	8
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/util.py	2	5	6
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/__init__.py	2	5	114
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/avf_mvn.py	2	5	6
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/conjugate.py	2	5	13
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/delta.py	2	5	44
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/diag_normal_mixture.py	2	5	8
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	5	9
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/distribution.py	2	5	44
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/empirical.py	2	5	13
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/gaussian_scale_mixture.py	2	5	9
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/hmm.py	2	5	30
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/inverse_gamma.py	2	5	6
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/lkj.py	2	5	10
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/mixture.py	2	5	8
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/omt_mvn.py	2	5	18
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/rejector.py	2	5	10
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/relaxed_straight_through.py	2	5	8
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/score_parts.py	2	5	7
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/spanning_tree.py	2	5	7
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/testing/fakes.py	2	5	7
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/testing/naive_dirichlet.py	2	5	7
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/testing/rejection_exponential.py	2	5	9
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/testing/rejection_gamma.py	2	5	19
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/torch.py	2	5	40
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/torch_distribution.py	2	5	39
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/torch_patch.py	2	5	27
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/torch_transform.py	2	5	7
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/transforms/affine_coupling.py	2	5	13
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/transforms/block_autoregressive.py	2	5	12
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/transforms/householder.py	2	5	11
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/transforms/permute.py	2	5	13
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/transforms/planar.py	2	5	16
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/transforms/polynomial.py	2	5	9
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/transforms/radial.py	2	5	15
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/transforms/sylvester.py	2	5	12
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/transforms/utils.py	2	5	3
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/util.py	2	5	62
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/von_mises_3d.py	2	5	4
pyro/infer/trace_tail_adaptive_elbo.py	pyro/generic.py	2	5	7
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/abstract_infer.py	2	5	64
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/csis.py	2	5	5
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/discrete.py	2	5	11
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/enum.py	2	5	32
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/importance.py	2	5	33
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/mcmc/api.py	2	5	24
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/mcmc/hmc.py	2	5	77
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/mcmc/mcmc_kernel.py	2	5	5
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/mcmc/nuts.py	2	5	59
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/renyi_elbo.py	2	5	14
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/svi.py	2	5	28
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/trace_elbo.py	2	5	59
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/trace_mmd.py	2	5	6
pyro/infer/traceenum_elbo.py	examples/air/modules.py	2	64	6
pyro/infer/traceenum_elbo.py	examples/rsa/semantic_parsing.py	2	64	20
pyro/infer/traceenum_elbo.py	examples/vae/utils/custom_mlp.py	2	64	6
pyro/infer/traceenum_elbo.py	pyro/contrib/autoname/scoping.py	2	64	6
pyro/infer/traceenum_elbo.py	pyro/contrib/conjugate/infer.py	2	64	4
pyro/infer/traceenum_elbo.py	pyro/contrib/oed/glmm/guides.py	2	64	3
pyro/infer/traceenum_elbo.py	pyro/contrib/tracking/extended_kalman_filter.py	2	64	8
pyro/infer/traceenum_elbo.py	pyro/distributions/conditional.py	2	64	5
pyro/infer/traceenum_elbo.py	pyro/distributions/multivariate_studentt.py	2	64	5
pyro/infer/traceenum_elbo.py	pyro/distributions/transforms/affine_autoregressive.py	2	64	11
pyro/infer/traceenum_elbo.py	pyro/distributions/transforms/batchnorm.py	2	64	7
pyro/infer/traceenum_elbo.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	64	5
pyro/infer/traceenum_elbo.py	pyro/distributions/transforms/neural_autoregressive.py	2	64	10
pyro/infer/traceenum_elbo.py	pyro/distributions/unit.py	2	64	3
pyro/infer/traceenum_elbo.py	pyro/distributions/zero_inflated.py	2	64	8
pyro/infer/traceenum_elbo.py	pyro/infer/autoguide/initialization.py	2	64	7
pyro/infer/traceenum_elbo.py	pyro/infer/mcmc/adaptation.py	2	64	11
pyro/infer/traceenum_elbo.py	pyro/infer/mcmc/logger.py	2	64	12
pyro/infer/traceenum_elbo.py	pyro/infer/svgd.py	2	64	7
pyro/infer/traceenum_elbo.py	examples/capture_recapture/cjs.py	2	64	9
pyro/infer/traceenum_elbo.py	examples/contrib/autoname/mixture.py	2	64	22
pyro/infer/traceenum_elbo.py	examples/contrib/autoname/tree_data.py	2	64	21
pyro/infer/traceenum_elbo.py	examples/dmm/polyphonic_data_loader.py	2	64	16
pyro/infer/traceenum_elbo.py	examples/eight_schools/data.py	2	64	3
pyro/infer/traceenum_elbo.py	examples/eight_schools/svi.py	2	64	22
pyro/infer/traceenum_elbo.py	examples/einsum.py	2	64	3
pyro/infer/traceenum_elbo.py	examples/inclined_plane.py	2	64	35
pyro/infer/traceenum_elbo.py	examples/lkj.py	2	64	20
pyro/infer/traceenum_elbo.py	examples/minipyro.py	2	64	26
pyro/infer/traceenum_elbo.py	examples/mixed_hmm/experiment.py	2	64	3
pyro/infer/traceenum_elbo.py	examples/mixed_hmm/model.py	2	64	4
pyro/infer/traceenum_elbo.py	examples/rsa/schelling.py	2	64	19
pyro/infer/traceenum_elbo.py	examples/rsa/schelling_false.py	2	64	19
pyro/infer/traceenum_elbo.py	pyro/contrib/autoname/__init__.py	2	64	5
pyro/infer/traceenum_elbo.py	pyro/contrib/bnn/__init__.py	2	64	3
pyro/infer/traceenum_elbo.py	pyro/contrib/bnn/hidden_layer.py	2	64	3
pyro/infer/traceenum_elbo.py	pyro/contrib/bnn/utils.py	2	64	3
pyro/infer/traceenum_elbo.py	pyro/contrib/easyguide/__init__.py	2	64	3
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/__init__.py	2	64	14
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/kernels/__init__.py	2	64	12
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/likelihoods/__init__.py	2	64	8
pyro/infer/traceenum_elbo.py	pyro/contrib/gp/models/__init__.py	2	64	11
pyro/infer/traceenum_elbo.py	pyro/contrib/oed/util.py	2	64	8
pyro/infer/traceenum_elbo.py	pyro/contrib/util.py	2	64	6
pyro/infer/traceenum_elbo.py	pyro/distributions/testing/fakes.py	2	64	7
pyro/infer/traceenum_elbo.py	pyro/distributions/transforms/utils.py	2	64	3
pyro/infer/traceenum_elbo.py	pyro/generic.py	2	64	7
pyro/infer/traceenum_elbo.py	pyro/infer/energy_distance.py	2	64	3
pyro/infer/traceenum_elbo.py	pyro/infer/trace_tail_adaptive_elbo.py	2	64	5
pyro/infer/tracegraph_elbo.py	examples/capture_recapture/cjs.py	2	70	9
pyro/infer/tracegraph_elbo.py	examples/contrib/autoname/mixture.py	2	70	22
pyro/infer/tracegraph_elbo.py	examples/contrib/autoname/tree_data.py	2	70	21
pyro/infer/tracegraph_elbo.py	examples/contrib/gp/sv-dkl.py	2	70	34
pyro/infer/tracegraph_elbo.py	examples/contrib/oed/gp_bayes_opt.py	2	70	9
pyro/infer/tracegraph_elbo.py	examples/eight_schools/data.py	2	70	3
pyro/infer/tracegraph_elbo.py	examples/eight_schools/svi.py	2	70	22
pyro/infer/tracegraph_elbo.py	examples/einsum.py	2	70	3
pyro/infer/tracegraph_elbo.py	examples/minipyro.py	2	70	26
pyro/infer/tracegraph_elbo.py	examples/mixed_hmm/experiment.py	2	70	3
pyro/infer/tracegraph_elbo.py	examples/mixed_hmm/model.py	2	70	4
pyro/infer/tracegraph_elbo.py	examples/mixed_hmm/seal_data.py	2	70	5
pyro/infer/tracegraph_elbo.py	examples/rsa/schelling.py	2	70	19
pyro/infer/tracegraph_elbo.py	examples/rsa/schelling_false.py	2	70	19
pyro/infer/tracegraph_elbo.py	examples/rsa/search_inference.py	2	70	9
pyro/infer/tracegraph_elbo.py	examples/vae/utils/mnist_cached.py	2	70	9
pyro/infer/tracegraph_elbo.py	examples/vae/vae_comparison.py	2	70	29
pyro/infer/tracegraph_elbo.py	profiler/profiling_utils.py	2	70	5
pyro/infer/tracegraph_elbo.py	pyro/contrib/__init__.py	2	70	17
pyro/infer/tracegraph_elbo.py	pyro/contrib/autoname/__init__.py	2	70	5
pyro/infer/tracegraph_elbo.py	pyro/contrib/autoname/named.py	2	70	5
pyro/infer/tracegraph_elbo.py	pyro/contrib/bnn/__init__.py	2	70	3
pyro/infer/tracegraph_elbo.py	pyro/contrib/bnn/hidden_layer.py	2	70	3
pyro/infer/tracegraph_elbo.py	pyro/contrib/bnn/utils.py	2	70	3
pyro/infer/tracegraph_elbo.py	pyro/contrib/easyguide/__init__.py	2	70	3
pyro/infer/tracegraph_elbo.py	pyro/contrib/easyguide/easyguide.py	2	70	9
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/__init__.py	2	70	14
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/kernels/__init__.py	2	70	12
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/kernels/brownian.py	2	70	12
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/kernels/coregionalize.py	2	70	9
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/kernels/dot_product.py	2	70	13
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/kernels/isotropic.py	2	70	14
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/kernels/kernel.py	2	70	22
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/kernels/periodic.py	2	70	12
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/kernels/static.py	2	70	13
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/likelihoods/__init__.py	2	70	8
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/likelihoods/binary.py	2	70	17
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/likelihoods/multi_class.py	2	70	15
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/likelihoods/poisson.py	2	70	11
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/models/__init__.py	2	70	11
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/models/model.py	2	70	24
pyro/infer/tracegraph_elbo.py	pyro/contrib/gp/parameterized.py	2	70	8
pyro/infer/tracegraph_elbo.py	pyro/contrib/oed/util.py	2	70	8
pyro/infer/tracegraph_elbo.py	pyro/contrib/tracking/__init__.py	2	70	3
pyro/infer/tracegraph_elbo.py	pyro/contrib/tracking/dynamic_models.py	2	70	7
pyro/infer/tracegraph_elbo.py	pyro/contrib/tracking/extended_kalman_filter.py	2	70	8
pyro/infer/tracegraph_elbo.py	pyro/contrib/tracking/hashing.py	2	70	8
pyro/infer/tracegraph_elbo.py	pyro/contrib/tracking/measurements.py	2	70	5
pyro/infer/tracegraph_elbo.py	pyro/contrib/util.py	2	70	6
pyro/infer/tracegraph_elbo.py	pyro/distributions/empirical.py	2	70	13
pyro/infer/tracegraph_elbo.py	pyro/distributions/hmm.py	2	70	30
pyro/infer/tracegraph_elbo.py	pyro/distributions/inverse_gamma.py	2	70	6
pyro/infer/tracegraph_elbo.py	pyro/distributions/testing/fakes.py	2	70	7
pyro/infer/tracegraph_elbo.py	pyro/distributions/testing/naive_dirichlet.py	2	70	7
pyro/infer/tracegraph_elbo.py	pyro/distributions/testing/rejection_exponential.py	2	70	9
pyro/infer/tracegraph_elbo.py	pyro/distributions/torch_transform.py	2	70	7
pyro/infer/tracegraph_elbo.py	pyro/distributions/transforms/affine_coupling.py	2	70	13
pyro/infer/tracegraph_elbo.py	pyro/distributions/transforms/block_autoregressive.py	2	70	12
pyro/infer/tracegraph_elbo.py	pyro/distributions/transforms/householder.py	2	70	11
pyro/infer/tracegraph_elbo.py	pyro/distributions/transforms/permute.py	2	70	13
pyro/infer/tracegraph_elbo.py	pyro/distributions/transforms/planar.py	2	70	16
pyro/infer/tracegraph_elbo.py	pyro/distributions/transforms/polynomial.py	2	70	9
pyro/infer/tracegraph_elbo.py	pyro/distributions/transforms/radial.py	2	70	15
pyro/infer/tracegraph_elbo.py	pyro/distributions/transforms/sylvester.py	2	70	12
pyro/infer/tracegraph_elbo.py	pyro/distributions/transforms/utils.py	2	70	3
pyro/infer/tracegraph_elbo.py	pyro/distributions/von_mises_3d.py	2	70	4
pyro/infer/tracegraph_elbo.py	pyro/generic.py	2	70	7
pyro/infer/tracegraph_elbo.py	pyro/infer/csis.py	2	70	5
pyro/infer/tracegraph_elbo.py	pyro/infer/energy_distance.py	2	70	3
pyro/infer/tracegraph_elbo.py	pyro/infer/mcmc/adaptation.py	2	70	11
pyro/infer/tracegraph_elbo.py	pyro/infer/mcmc/api.py	2	70	24
pyro/infer/tracegraph_elbo.py	pyro/infer/mcmc/mcmc_kernel.py	2	70	5
pyro/infer/tracegraph_elbo.py	pyro/infer/mcmc/util.py	2	70	35
pyro/infer/tracegraph_elbo.py	pyro/infer/rws.py	2	70	4
pyro/infer/tracegraph_elbo.py	pyro/infer/trace_tail_adaptive_elbo.py	2	70	5
pyro/infer/tracetmc_elbo.py	examples/dmm/dmm.py	2	5	56
pyro/infer/tracetmc_elbo.py	pyro/infer/__init__.py	2	5	44
pyro/infer/tracetmc_elbo.py	pyro/infer/elbo.py	2	5	27
pyro/infer/tracetmc_elbo.py	pyro/infer/energy_distance.py	2	5	3
pyro/infer/tracetmc_elbo.py	pyro/infer/importance.py	2	5	33
pyro/infer/tracetmc_elbo.py	pyro/infer/renyi_elbo.py	2	5	14
pyro/infer/tracetmc_elbo.py	pyro/infer/rws.py	2	5	4
pyro/infer/tracetmc_elbo.py	pyro/infer/trace_elbo.py	2	5	59
pyro/infer/tracetmc_elbo.py	pyro/infer/trace_mean_field_elbo.py	2	5	10
pyro/infer/tracetmc_elbo.py	pyro/infer/trace_mmd.py	2	5	6
pyro/infer/tracetmc_elbo.py	pyro/infer/tracegraph_elbo.py	2	5	70
pyro/infer/util.py	pyro/distributions/transforms/__init__.py	2	49	30
pyro/infer/util.py	examples/air/modules.py	2	49	6
pyro/infer/util.py	examples/rsa/semantic_parsing.py	2	49	20
pyro/infer/util.py	examples/vae/utils/custom_mlp.py	2	49	6
pyro/infer/util.py	pyro/contrib/autoname/scoping.py	2	49	6
pyro/infer/util.py	pyro/contrib/conjugate/infer.py	2	49	4
pyro/infer/util.py	pyro/contrib/oed/glmm/guides.py	2	49	3
pyro/infer/util.py	pyro/contrib/oed/search.py	2	49	4
pyro/infer/util.py	pyro/distributions/conditional.py	2	49	5
pyro/infer/util.py	pyro/distributions/multivariate_studentt.py	2	49	5
pyro/infer/util.py	pyro/distributions/transforms/affine_autoregressive.py	2	49	11
pyro/infer/util.py	pyro/distributions/transforms/batchnorm.py	2	49	7
pyro/infer/util.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	49	5
pyro/infer/util.py	pyro/distributions/unit.py	2	49	3
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pyro/nn/auto_reg_nn.py	examples/vae/utils/mnist_cached.py	2	25	9
pyro/nn/auto_reg_nn.py	examples/vae/vae.py	2	25	29
pyro/nn/auto_reg_nn.py	examples/vae/vae_comparison.py	2	25	29
pyro/nn/auto_reg_nn.py	pyro/contrib/autoname/scoping.py	2	25	6
pyro/nn/auto_reg_nn.py	pyro/contrib/conjugate/infer.py	2	25	4
pyro/nn/auto_reg_nn.py	pyro/contrib/oed/glmm/guides.py	2	25	3
pyro/nn/auto_reg_nn.py	pyro/contrib/oed/search.py	2	25	4
pyro/nn/auto_reg_nn.py	pyro/contrib/tracking/dynamic_models.py	2	25	7
pyro/nn/auto_reg_nn.py	pyro/contrib/tracking/extended_kalman_filter.py	2	25	8
pyro/nn/auto_reg_nn.py	pyro/contrib/tracking/measurements.py	2	25	5
pyro/nn/auto_reg_nn.py	pyro/distributions/conditional.py	2	25	5
pyro/nn/auto_reg_nn.py	pyro/distributions/multivariate_studentt.py	2	25	5
pyro/nn/auto_reg_nn.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	25	5
pyro/nn/auto_reg_nn.py	pyro/distributions/unit.py	2	25	3
pyro/nn/auto_reg_nn.py	pyro/distributions/zero_inflated.py	2	25	8
pyro/nn/auto_reg_nn.py	pyro/infer/autoguide/initialization.py	2	25	7
pyro/nn/auto_reg_nn.py	pyro/infer/mcmc/adaptation.py	2	25	11
pyro/nn/auto_reg_nn.py	pyro/infer/mcmc/logger.py	2	25	12
pyro/nn/auto_reg_nn.py	pyro/infer/mcmc/util.py	2	25	35
pyro/nn/auto_reg_nn.py	pyro/infer/rws.py	2	25	4
pyro/nn/auto_reg_nn.py	pyro/infer/svgd.py	2	25	7
pyro/nn/auto_reg_nn.py	examples/air/main.py	2	25	37
pyro/nn/auto_reg_nn.py	examples/air/viz.py	2	25	6
pyro/nn/auto_reg_nn.py	examples/baseball.py	2	25	46
pyro/nn/auto_reg_nn.py	examples/capture_recapture/cjs.py	2	25	9
pyro/nn/auto_reg_nn.py	examples/contrib/autoname/mixture.py	2	25	22
pyro/nn/auto_reg_nn.py	examples/contrib/autoname/scoping_mixture.py	2	25	22
pyro/nn/auto_reg_nn.py	examples/contrib/autoname/tree_data.py	2	25	21
pyro/nn/auto_reg_nn.py	examples/eight_schools/data.py	2	25	3
pyro/nn/auto_reg_nn.py	examples/eight_schools/mcmc.py	2	25	29
pyro/nn/auto_reg_nn.py	examples/eight_schools/svi.py	2	25	22
pyro/nn/auto_reg_nn.py	examples/einsum.py	2	25	3
pyro/nn/auto_reg_nn.py	examples/lda.py	2	25	25
pyro/nn/auto_reg_nn.py	examples/lkj.py	2	25	20
pyro/nn/auto_reg_nn.py	examples/minipyro.py	2	25	26
pyro/nn/auto_reg_nn.py	examples/mixed_hmm/experiment.py	2	25	3
pyro/nn/auto_reg_nn.py	examples/mixed_hmm/model.py	2	25	4
pyro/nn/auto_reg_nn.py	examples/mixed_hmm/seal_data.py	2	25	5
pyro/nn/auto_reg_nn.py	examples/rsa/schelling.py	2	25	19
pyro/nn/auto_reg_nn.py	examples/rsa/schelling_false.py	2	25	19
pyro/nn/auto_reg_nn.py	profiler/distributions.py	2	25	11
pyro/nn/auto_reg_nn.py	pyro/contrib/__init__.py	2	25	17
pyro/nn/auto_reg_nn.py	pyro/contrib/autoname/__init__.py	2	25	5
pyro/nn/auto_reg_nn.py	pyro/contrib/bnn/__init__.py	2	25	3
pyro/nn/auto_reg_nn.py	pyro/contrib/bnn/hidden_layer.py	2	25	3
pyro/nn/auto_reg_nn.py	pyro/contrib/bnn/utils.py	2	25	3
pyro/nn/auto_reg_nn.py	pyro/contrib/easyguide/__init__.py	2	25	3
pyro/nn/auto_reg_nn.py	pyro/contrib/easyguide/easyguide.py	2	25	9
pyro/nn/auto_reg_nn.py	pyro/contrib/examples/util.py	2	25	9
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/__init__.py	2	25	14
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/kernels/__init__.py	2	25	12
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/likelihoods/__init__.py	2	25	8
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/models/__init__.py	2	25	11
pyro/nn/auto_reg_nn.py	pyro/contrib/gp/util.py	2	25	19
pyro/nn/auto_reg_nn.py	pyro/contrib/oed/util.py	2	25	8
pyro/nn/auto_reg_nn.py	pyro/contrib/tracking/__init__.py	2	25	3
pyro/nn/auto_reg_nn.py	pyro/contrib/util.py	2	25	6
pyro/nn/auto_reg_nn.py	pyro/distributions/rejector.py	2	25	10
pyro/nn/auto_reg_nn.py	pyro/distributions/score_parts.py	2	25	7
pyro/nn/auto_reg_nn.py	pyro/distributions/testing/fakes.py	2	25	7
pyro/nn/auto_reg_nn.py	pyro/distributions/torch_patch.py	2	25	27
pyro/nn/auto_reg_nn.py	pyro/distributions/transforms/utils.py	2	25	3
pyro/nn/auto_reg_nn.py	pyro/generic.py	2	25	7
pyro/nn/auto_reg_nn.py	pyro/infer/mcmc/mcmc_kernel.py	2	25	5
pyro/nn/auto_reg_nn.py	pyro/infer/trace_tail_adaptive_elbo.py	2	25	5
pyro/nn/auto_reg_nn.py	pyro/logger.py	2	25	3
pyro/nn/dense_nn.py	examples/air/air.py	2	6	36
pyro/nn/dense_nn.py	examples/air/modules.py	2	6	6
pyro/nn/dense_nn.py	examples/dmm/dmm.py	2	6	56
pyro/nn/dense_nn.py	examples/rsa/semantic_parsing.py	2	6	20
pyro/nn/dense_nn.py	examples/vae/ss_vae_M2.py	2	6	34
pyro/nn/dense_nn.py	examples/vae/utils/custom_mlp.py	2	6	6
pyro/nn/dense_nn.py	examples/vae/utils/mnist_cached.py	2	6	9
pyro/nn/dense_nn.py	examples/vae/vae.py	2	6	29
pyro/nn/dense_nn.py	examples/vae/vae_comparison.py	2	6	29
pyro/nn/dense_nn.py	pyro/contrib/autoname/scoping.py	2	6	6
pyro/nn/dense_nn.py	pyro/contrib/conjugate/infer.py	2	6	4
pyro/nn/dense_nn.py	pyro/contrib/oed/glmm/guides.py	2	6	3
pyro/nn/dense_nn.py	pyro/contrib/oed/search.py	2	6	4
pyro/nn/dense_nn.py	pyro/contrib/tracking/dynamic_models.py	2	6	7
pyro/nn/dense_nn.py	pyro/contrib/tracking/extended_kalman_filter.py	2	6	8
pyro/nn/dense_nn.py	pyro/contrib/tracking/measurements.py	2	6	5
pyro/nn/dense_nn.py	pyro/distributions/conditional.py	2	6	5
pyro/nn/dense_nn.py	pyro/distributions/multivariate_studentt.py	2	6	5
pyro/nn/dense_nn.py	pyro/distributions/transforms/affine_autoregressive.py	2	6	11
pyro/nn/dense_nn.py	pyro/distributions/transforms/batchnorm.py	2	6	7
pyro/nn/dense_nn.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	6	5
pyro/nn/dense_nn.py	pyro/distributions/transforms/neural_autoregressive.py	2	6	10
pyro/nn/dense_nn.py	pyro/distributions/unit.py	2	6	3
pyro/nn/dense_nn.py	pyro/distributions/zero_inflated.py	2	6	8
pyro/nn/dense_nn.py	pyro/infer/autoguide/initialization.py	2	6	7
pyro/nn/dense_nn.py	pyro/infer/mcmc/adaptation.py	2	6	11
pyro/nn/dense_nn.py	pyro/infer/mcmc/logger.py	2	6	12
pyro/nn/dense_nn.py	pyro/infer/mcmc/util.py	2	6	35
pyro/nn/dense_nn.py	pyro/infer/rws.py	2	6	4
pyro/nn/dense_nn.py	pyro/infer/svgd.py	2	6	7
pyro/nn/dense_nn.py	examples/air/main.py	2	6	37
pyro/nn/dense_nn.py	examples/baseball.py	2	6	46
pyro/nn/dense_nn.py	examples/capture_recapture/cjs.py	2	6	9
pyro/nn/dense_nn.py	examples/contrib/autoname/mixture.py	2	6	22
pyro/nn/dense_nn.py	examples/contrib/autoname/scoping_mixture.py	2	6	22
pyro/nn/dense_nn.py	examples/contrib/autoname/tree_data.py	2	6	21
pyro/nn/dense_nn.py	examples/eight_schools/data.py	2	6	3
pyro/nn/dense_nn.py	examples/eight_schools/mcmc.py	2	6	29
pyro/nn/dense_nn.py	examples/eight_schools/svi.py	2	6	22
pyro/nn/dense_nn.py	examples/einsum.py	2	6	3
pyro/nn/dense_nn.py	examples/inclined_plane.py	2	6	35
pyro/nn/dense_nn.py	examples/lda.py	2	6	25
pyro/nn/dense_nn.py	examples/lkj.py	2	6	20
pyro/nn/dense_nn.py	examples/minipyro.py	2	6	26
pyro/nn/dense_nn.py	examples/mixed_hmm/experiment.py	2	6	3
pyro/nn/dense_nn.py	examples/mixed_hmm/model.py	2	6	4
pyro/nn/dense_nn.py	examples/mixed_hmm/seal_data.py	2	6	5
pyro/nn/dense_nn.py	examples/rsa/schelling.py	2	6	19
pyro/nn/dense_nn.py	examples/rsa/schelling_false.py	2	6	19
pyro/nn/dense_nn.py	profiler/distributions.py	2	6	11
pyro/nn/dense_nn.py	pyro/__init__.py	2	6	176
pyro/nn/dense_nn.py	pyro/contrib/__init__.py	2	6	17
pyro/nn/dense_nn.py	pyro/contrib/autoname/__init__.py	2	6	5
pyro/nn/dense_nn.py	pyro/contrib/bnn/__init__.py	2	6	3
pyro/nn/dense_nn.py	pyro/contrib/bnn/hidden_layer.py	2	6	3
pyro/nn/dense_nn.py	pyro/contrib/bnn/utils.py	2	6	3
pyro/nn/dense_nn.py	pyro/contrib/easyguide/__init__.py	2	6	3
pyro/nn/dense_nn.py	pyro/contrib/easyguide/easyguide.py	2	6	9
pyro/nn/dense_nn.py	pyro/contrib/examples/util.py	2	6	9
pyro/nn/dense_nn.py	pyro/contrib/gp/__init__.py	2	6	14
pyro/nn/dense_nn.py	pyro/contrib/gp/kernels/__init__.py	2	6	12
pyro/nn/dense_nn.py	pyro/contrib/gp/likelihoods/__init__.py	2	6	8
pyro/nn/dense_nn.py	pyro/contrib/gp/models/__init__.py	2	6	11
pyro/nn/dense_nn.py	pyro/contrib/gp/util.py	2	6	19
pyro/nn/dense_nn.py	pyro/contrib/oed/util.py	2	6	8
pyro/nn/dense_nn.py	pyro/contrib/tracking/__init__.py	2	6	3
pyro/nn/dense_nn.py	pyro/contrib/util.py	2	6	6
pyro/nn/dense_nn.py	pyro/distributions/__init__.py	2	6	114
pyro/nn/dense_nn.py	pyro/distributions/distribution.py	2	6	44
pyro/nn/dense_nn.py	pyro/distributions/rejector.py	2	6	10
pyro/nn/dense_nn.py	pyro/distributions/score_parts.py	2	6	7
pyro/nn/dense_nn.py	pyro/distributions/testing/fakes.py	2	6	7
pyro/nn/dense_nn.py	pyro/distributions/torch_patch.py	2	6	27
pyro/nn/dense_nn.py	pyro/generic.py	2	6	7
pyro/nn/dense_nn.py	pyro/infer/__init__.py	2	6	44
pyro/nn/dense_nn.py	pyro/infer/elbo.py	2	6	27
pyro/nn/dense_nn.py	pyro/infer/enum.py	2	6	32
pyro/nn/dense_nn.py	pyro/infer/mcmc/mcmc_kernel.py	2	6	5
pyro/nn/dense_nn.py	pyro/infer/trace_elbo.py	2	6	59
pyro/nn/dense_nn.py	pyro/infer/trace_tail_adaptive_elbo.py	2	6	5
pyro/nn/dense_nn.py	pyro/infer/tracegraph_elbo.py	2	6	70
pyro/nn/dense_nn.py	pyro/logger.py	2	6	3
pyro/nn/module.py	examples/contrib/timeseries/gp_models.py	2	20	10
pyro/nn/module.py	pyro/contrib/gp/__init__.py	2	20	14
pyro/nn/module.py	pyro/contrib/gp/kernels/brownian.py	2	20	12
pyro/nn/module.py	pyro/contrib/gp/kernels/coregionalize.py	2	20	9
pyro/nn/module.py	pyro/contrib/gp/kernels/dot_product.py	2	20	13
pyro/nn/module.py	pyro/contrib/gp/kernels/isotropic.py	2	20	14
pyro/nn/module.py	pyro/contrib/gp/kernels/periodic.py	2	20	12
pyro/nn/module.py	pyro/contrib/gp/kernels/static.py	2	20	13
pyro/nn/module.py	pyro/contrib/gp/likelihoods/binary.py	2	20	17
pyro/nn/module.py	pyro/contrib/gp/likelihoods/gaussian.py	2	20	18
pyro/nn/module.py	pyro/contrib/gp/likelihoods/multi_class.py	2	20	15
pyro/nn/module.py	pyro/contrib/gp/likelihoods/poisson.py	2	20	11
pyro/nn/module.py	pyro/contrib/gp/models/gplvm.py	2	20	12
pyro/nn/module.py	pyro/contrib/gp/models/gpr.py	2	20	27
pyro/nn/module.py	pyro/contrib/gp/models/model.py	2	20	24
pyro/nn/module.py	pyro/contrib/gp/models/sgpr.py	2	20	32
pyro/nn/module.py	pyro/contrib/gp/models/vgp.py	2	20	21
pyro/nn/module.py	pyro/contrib/gp/models/vsgp.py	2	20	11
pyro/nn/module.py	pyro/contrib/gp/parameterized.py	2	20	8
pyro/nn/module.py	pyro/contrib/timeseries/__init__.py	2	20	9
pyro/nn/module.py	pyro/contrib/timeseries/base.py	2	20	5
pyro/nn/module.py	pyro/contrib/timeseries/gp.py	2	20	12
pyro/nn/module.py	pyro/contrib/timeseries/lgssm.py	2	20	8
pyro/nn/module.py	pyro/contrib/timeseries/lgssmgp.py	2	20	7
pyro/nn/module.py	pyro/distributions/__init__.py	2	20	114
pyro/nn/module.py	pyro/distributions/distribution.py	2	20	44
pyro/nn/module.py	pyro/infer/__init__.py	2	20	44
pyro/nn/module.py	pyro/infer/abstract_infer.py	2	20	64
pyro/nn/module.py	pyro/infer/trace_mmd.py	2	20	6
pyro/ops/contract.py	examples/air/modules.py	2	21	6
pyro/ops/contract.py	examples/rsa/semantic_parsing.py	2	21	20
pyro/ops/contract.py	examples/vae/utils/custom_mlp.py	2	21	6
pyro/ops/contract.py	examples/vae/utils/mnist_cached.py	2	21	9
pyro/ops/contract.py	pyro/contrib/autoname/scoping.py	2	21	6
pyro/ops/contract.py	pyro/contrib/conjugate/infer.py	2	21	4
pyro/ops/contract.py	pyro/contrib/oed/glmm/guides.py	2	21	3
pyro/ops/contract.py	pyro/distributions/conditional.py	2	21	5
pyro/ops/contract.py	pyro/distributions/multivariate_studentt.py	2	21	5
pyro/ops/contract.py	pyro/distributions/transforms/affine_autoregressive.py	2	21	11
pyro/ops/contract.py	pyro/distributions/transforms/batchnorm.py	2	21	7
pyro/ops/contract.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	21	5
pyro/ops/contract.py	pyro/distributions/transforms/neural_autoregressive.py	2	21	10
pyro/ops/contract.py	pyro/distributions/unit.py	2	21	3
pyro/ops/contract.py	pyro/distributions/zero_inflated.py	2	21	8
pyro/ops/contract.py	pyro/infer/autoguide/initialization.py	2	21	7
pyro/ops/contract.py	pyro/infer/mcmc/logger.py	2	21	12
pyro/ops/contract.py	pyro/infer/rws.py	2	21	4
pyro/ops/contract.py	pyro/infer/svgd.py	2	21	7
pyro/ops/contract.py	examples/air/main.py	2	21	37
pyro/ops/contract.py	examples/capture_recapture/cjs.py	2	21	9
pyro/ops/contract.py	examples/contrib/autoname/mixture.py	2	21	22
pyro/ops/contract.py	examples/contrib/autoname/tree_data.py	2	21	21
pyro/ops/contract.py	examples/contrib/oed/gp_bayes_opt.py	2	21	9
pyro/ops/contract.py	examples/eight_schools/data.py	2	21	3
pyro/ops/contract.py	examples/eight_schools/mcmc.py	2	21	29
pyro/ops/contract.py	examples/eight_schools/svi.py	2	21	22
pyro/ops/contract.py	examples/inclined_plane.py	2	21	35
pyro/ops/contract.py	examples/minipyro.py	2	21	26
pyro/ops/contract.py	examples/mixed_hmm/experiment.py	2	21	3
pyro/ops/contract.py	examples/mixed_hmm/model.py	2	21	4
pyro/ops/contract.py	examples/rsa/schelling.py	2	21	19
pyro/ops/contract.py	examples/rsa/schelling_false.py	2	21	19
pyro/ops/contract.py	profiler/distributions.py	2	21	11
pyro/ops/contract.py	pyro/contrib/__init__.py	2	21	17
pyro/ops/contract.py	pyro/contrib/autoname/__init__.py	2	21	5
pyro/ops/contract.py	pyro/contrib/bnn/__init__.py	2	21	3
pyro/ops/contract.py	pyro/contrib/bnn/hidden_layer.py	2	21	3
pyro/ops/contract.py	pyro/contrib/bnn/utils.py	2	21	3
pyro/ops/contract.py	pyro/contrib/easyguide/__init__.py	2	21	3
pyro/ops/contract.py	pyro/contrib/examples/util.py	2	21	9
pyro/ops/contract.py	pyro/contrib/gp/__init__.py	2	21	14
pyro/ops/contract.py	pyro/contrib/gp/kernels/__init__.py	2	21	12
pyro/ops/contract.py	pyro/contrib/gp/likelihoods/__init__.py	2	21	8
pyro/ops/contract.py	pyro/contrib/gp/models/__init__.py	2	21	11
pyro/ops/contract.py	pyro/contrib/gp/util.py	2	21	19
pyro/ops/contract.py	pyro/contrib/oed/util.py	2	21	8
pyro/ops/contract.py	pyro/contrib/tracking/__init__.py	2	21	3
pyro/ops/contract.py	pyro/contrib/util.py	2	21	6
pyro/ops/contract.py	pyro/distributions/__init__.py	2	21	114
pyro/ops/contract.py	pyro/distributions/rejector.py	2	21	10
pyro/ops/contract.py	pyro/distributions/score_parts.py	2	21	7
pyro/ops/contract.py	pyro/distributions/testing/fakes.py	2	21	7
pyro/ops/contract.py	pyro/distributions/torch_patch.py	2	21	27
pyro/ops/contract.py	pyro/distributions/transforms/utils.py	2	21	3
pyro/ops/contract.py	pyro/generic.py	2	21	7
pyro/ops/contract.py	pyro/infer/trace_tail_adaptive_elbo.py	2	21	5
pyro/ops/contract.py	pyro/logger.py	2	21	3
pyro/ops/contract.py	pyro/nn/__init__.py	2	21	16
pyro/ops/dual_averaging.py	examples/rsa/semantic_parsing.py	2	7	20
pyro/ops/dual_averaging.py	examples/vae/ss_vae_M2.py	2	7	34
pyro/ops/dual_averaging.py	examples/vae/utils/custom_mlp.py	2	7	6
pyro/ops/dual_averaging.py	examples/vae/utils/mnist_cached.py	2	7	9
pyro/ops/dual_averaging.py	examples/vae/vae.py	2	7	29
pyro/ops/dual_averaging.py	examples/vae/vae_comparison.py	2	7	29
pyro/ops/dual_averaging.py	pyro/contrib/autoname/scoping.py	2	7	6
pyro/ops/dual_averaging.py	pyro/contrib/conjugate/infer.py	2	7	4
pyro/ops/dual_averaging.py	pyro/contrib/oed/glmm/guides.py	2	7	3
pyro/ops/dual_averaging.py	pyro/contrib/oed/search.py	2	7	4
pyro/ops/dual_averaging.py	pyro/contrib/tracking/dynamic_models.py	2	7	7
pyro/ops/dual_averaging.py	pyro/contrib/tracking/extended_kalman_filter.py	2	7	8
pyro/ops/dual_averaging.py	pyro/contrib/tracking/measurements.py	2	7	5
pyro/ops/dual_averaging.py	pyro/distributions/conditional.py	2	7	5
pyro/ops/dual_averaging.py	pyro/distributions/multivariate_studentt.py	2	7	5
pyro/ops/dual_averaging.py	pyro/distributions/transforms/affine_autoregressive.py	2	7	11
pyro/ops/dual_averaging.py	pyro/distributions/transforms/batchnorm.py	2	7	7
pyro/ops/dual_averaging.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	7	5
pyro/ops/dual_averaging.py	pyro/distributions/transforms/neural_autoregressive.py	2	7	10
pyro/ops/dual_averaging.py	pyro/distributions/unit.py	2	7	3
pyro/ops/dual_averaging.py	pyro/distributions/zero_inflated.py	2	7	8
pyro/ops/dual_averaging.py	pyro/infer/autoguide/initialization.py	2	7	7
pyro/ops/dual_averaging.py	pyro/infer/mcmc/adaptation.py	2	7	11
pyro/ops/dual_averaging.py	pyro/infer/mcmc/logger.py	2	7	12
pyro/ops/dual_averaging.py	pyro/infer/mcmc/util.py	2	7	35
pyro/ops/dual_averaging.py	pyro/infer/rws.py	2	7	4
pyro/ops/dual_averaging.py	pyro/infer/svgd.py	2	7	7
pyro/ops/dual_averaging.py	examples/air/main.py	2	7	37
pyro/ops/dual_averaging.py	examples/baseball.py	2	7	46
pyro/ops/dual_averaging.py	examples/capture_recapture/cjs.py	2	7	9
pyro/ops/dual_averaging.py	examples/contrib/autoname/mixture.py	2	7	22
pyro/ops/dual_averaging.py	examples/contrib/autoname/scoping_mixture.py	2	7	22
pyro/ops/dual_averaging.py	examples/contrib/autoname/tree_data.py	2	7	21
pyro/ops/dual_averaging.py	examples/eight_schools/data.py	2	7	3
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pyro/ops/einsum/__init__.py	pyro/distributions/transforms/block_autoregressive.py	2	13	12
pyro/ops/einsum/__init__.py	pyro/distributions/transforms/householder.py	2	13	11
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pyro/ops/einsum/__init__.py	pyro/infer/trace_mmd.py	2	13	6
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pyro/ops/einsum/adjoint.py	pyro/distributions/conjugate.py	2	7	13
pyro/ops/einsum/adjoint.py	pyro/distributions/delta.py	2	7	44
pyro/ops/einsum/adjoint.py	pyro/distributions/diag_normal_mixture.py	2	7	8
pyro/ops/einsum/adjoint.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	7	9
pyro/ops/einsum/adjoint.py	pyro/distributions/empirical.py	2	7	13
pyro/ops/einsum/adjoint.py	pyro/distributions/gaussian_scale_mixture.py	2	7	9
pyro/ops/einsum/adjoint.py	pyro/distributions/hmm.py	2	7	30
pyro/ops/einsum/adjoint.py	pyro/distributions/inverse_gamma.py	2	7	6
pyro/ops/einsum/adjoint.py	pyro/distributions/lkj.py	2	7	10
pyro/ops/einsum/adjoint.py	pyro/distributions/mixture.py	2	7	8
pyro/ops/einsum/adjoint.py	pyro/distributions/omt_mvn.py	2	7	18
pyro/ops/einsum/adjoint.py	pyro/distributions/rejector.py	2	7	10
pyro/ops/einsum/adjoint.py	pyro/distributions/relaxed_straight_through.py	2	7	8
pyro/ops/einsum/adjoint.py	pyro/distributions/score_parts.py	2	7	7
pyro/ops/einsum/adjoint.py	pyro/distributions/spanning_tree.py	2	7	7
pyro/ops/einsum/adjoint.py	pyro/distributions/testing/fakes.py	2	7	7
pyro/ops/einsum/adjoint.py	pyro/distributions/testing/naive_dirichlet.py	2	7	7
pyro/ops/einsum/adjoint.py	pyro/distributions/testing/rejection_exponential.py	2	7	9
pyro/ops/einsum/adjoint.py	pyro/distributions/testing/rejection_gamma.py	2	7	19
pyro/ops/einsum/adjoint.py	pyro/distributions/torch_distribution.py	2	7	39
pyro/ops/einsum/adjoint.py	pyro/distributions/torch_transform.py	2	7	7
pyro/ops/einsum/adjoint.py	pyro/distributions/transforms/affine_coupling.py	2	7	13
pyro/ops/einsum/adjoint.py	pyro/distributions/transforms/block_autoregressive.py	2	7	12
pyro/ops/einsum/adjoint.py	pyro/distributions/transforms/householder.py	2	7	11
pyro/ops/einsum/adjoint.py	pyro/distributions/transforms/permute.py	2	7	13
pyro/ops/einsum/adjoint.py	pyro/distributions/transforms/planar.py	2	7	16
pyro/ops/einsum/adjoint.py	pyro/distributions/transforms/polynomial.py	2	7	9
pyro/ops/einsum/adjoint.py	pyro/distributions/transforms/radial.py	2	7	15
pyro/ops/einsum/adjoint.py	pyro/distributions/transforms/sylvester.py	2	7	12
pyro/ops/einsum/adjoint.py	pyro/distributions/transforms/utils.py	2	7	3
pyro/ops/einsum/adjoint.py	pyro/distributions/util.py	2	7	62
pyro/ops/einsum/adjoint.py	pyro/distributions/von_mises_3d.py	2	7	4
pyro/ops/einsum/adjoint.py	pyro/generic.py	2	7	7
pyro/ops/einsum/adjoint.py	pyro/infer/__init__.py	2	7	44
pyro/ops/einsum/adjoint.py	pyro/infer/csis.py	2	7	5
pyro/ops/einsum/adjoint.py	pyro/infer/importance.py	2	7	33
pyro/ops/einsum/adjoint.py	pyro/infer/mcmc/hmc.py	2	7	77
pyro/ops/einsum/adjoint.py	pyro/infer/mcmc/nuts.py	2	7	59
pyro/ops/einsum/adjoint.py	pyro/infer/renyi_elbo.py	2	7	14
pyro/ops/einsum/adjoint.py	pyro/infer/svi.py	2	7	28
pyro/ops/einsum/adjoint.py	pyro/infer/trace_elbo.py	2	7	59
pyro/ops/einsum/adjoint.py	pyro/infer/trace_mean_field_elbo.py	2	7	10
pyro/ops/einsum/adjoint.py	pyro/infer/trace_mmd.py	2	7	6
pyro/ops/einsum/adjoint.py	pyro/infer/trace_tail_adaptive_elbo.py	2	7	5
pyro/ops/einsum/adjoint.py	pyro/infer/tracegraph_elbo.py	2	7	70
pyro/ops/einsum/adjoint.py	pyro/logger.py	2	7	3
pyro/ops/einsum/adjoint.py	pyro/nn/__init__.py	2	7	16
pyro/ops/einsum/adjoint.py	pyro/nn/auto_reg_nn.py	2	7	25
pyro/ops/einsum/adjoint.py	pyro/nn/dense_nn.py	2	7	6
pyro/ops/einsum/adjoint.py	pyro/ops/dual_averaging.py	2	7	7
pyro/ops/einsum/adjoint.py	pyro/ops/einsum/__init__.py	2	7	13
pyro/ops/einsum/torch_log.py	examples/air/main.py	2	11	37
pyro/ops/einsum/torch_log.py	examples/baseball.py	2	11	46
pyro/ops/einsum/torch_log.py	examples/capture_recapture/cjs.py	2	11	9
pyro/ops/einsum/torch_log.py	examples/contrib/autoname/mixture.py	2	11	22
pyro/ops/einsum/torch_log.py	examples/contrib/autoname/scoping_mixture.py	2	11	22
pyro/ops/einsum/torch_log.py	examples/contrib/autoname/tree_data.py	2	11	21
pyro/ops/einsum/torch_log.py	examples/contrib/gp/sv-dkl.py	2	11	34
pyro/ops/einsum/torch_log.py	examples/eight_schools/data.py	2	11	3
pyro/ops/einsum/torch_log.py	examples/eight_schools/mcmc.py	2	11	29
pyro/ops/einsum/torch_log.py	examples/eight_schools/svi.py	2	11	22
pyro/ops/einsum/torch_log.py	examples/einsum.py	2	11	3
pyro/ops/einsum/torch_log.py	examples/hmm.py	2	11	45
pyro/ops/einsum/torch_log.py	examples/inclined_plane.py	2	11	35
pyro/ops/einsum/torch_log.py	examples/lda.py	2	11	25
pyro/ops/einsum/torch_log.py	examples/lkj.py	2	11	20
pyro/ops/einsum/torch_log.py	examples/minipyro.py	2	11	26
pyro/ops/einsum/torch_log.py	examples/mixed_hmm/experiment.py	2	11	3
pyro/ops/einsum/torch_log.py	examples/mixed_hmm/model.py	2	11	4
pyro/ops/einsum/torch_log.py	examples/mixed_hmm/seal_data.py	2	11	5
pyro/ops/einsum/torch_log.py	examples/rsa/schelling.py	2	11	19
pyro/ops/einsum/torch_log.py	examples/rsa/schelling_false.py	2	11	19
pyro/ops/einsum/torch_log.py	examples/rsa/search_inference.py	2	11	9
pyro/ops/einsum/torch_log.py	examples/sparse_gamma_def.py	2	11	28
pyro/ops/einsum/torch_log.py	profiler/distributions.py	2	11	11
pyro/ops/einsum/torch_log.py	profiler/profiling_utils.py	2	11	5
pyro/ops/einsum/torch_log.py	pyro/__init__.py	2	11	176
pyro/ops/einsum/torch_log.py	pyro/contrib/__init__.py	2	11	17
pyro/ops/einsum/torch_log.py	pyro/contrib/autoname/__init__.py	2	11	5
pyro/ops/einsum/torch_log.py	pyro/contrib/autoname/named.py	2	11	5
pyro/ops/einsum/torch_log.py	pyro/contrib/bnn/__init__.py	2	11	3
pyro/ops/einsum/torch_log.py	pyro/contrib/bnn/hidden_layer.py	2	11	3
pyro/ops/einsum/torch_log.py	pyro/contrib/bnn/utils.py	2	11	3
pyro/ops/einsum/torch_log.py	pyro/contrib/easyguide/__init__.py	2	11	3
pyro/ops/einsum/torch_log.py	pyro/contrib/easyguide/easyguide.py	2	11	9
pyro/ops/einsum/torch_log.py	pyro/contrib/examples/util.py	2	11	9
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/__init__.py	2	11	14
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/kernels/__init__.py	2	11	12
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/kernels/brownian.py	2	11	12
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/kernels/coregionalize.py	2	11	9
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/kernels/dot_product.py	2	11	13
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/kernels/isotropic.py	2	11	14
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/kernels/kernel.py	2	11	22
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/kernels/periodic.py	2	11	12
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/kernels/static.py	2	11	13
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/likelihoods/__init__.py	2	11	8
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/likelihoods/binary.py	2	11	17
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/likelihoods/gaussian.py	2	11	18
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/likelihoods/likelihood.py	2	11	12
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/likelihoods/multi_class.py	2	11	15
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/likelihoods/poisson.py	2	11	11
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/models/__init__.py	2	11	11
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/models/gplvm.py	2	11	12
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/models/gpr.py	2	11	27
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/models/model.py	2	11	24
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/models/sgpr.py	2	11	32
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/models/vgp.py	2	11	21
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/models/vsgp.py	2	11	11
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/parameterized.py	2	11	8
pyro/ops/einsum/torch_log.py	pyro/contrib/gp/util.py	2	11	19
pyro/ops/einsum/torch_log.py	pyro/contrib/minipyro.py	2	11	17
pyro/ops/einsum/torch_log.py	pyro/contrib/oed/eig.py	2	11	17
pyro/ops/einsum/torch_log.py	pyro/contrib/oed/util.py	2	11	8
pyro/ops/einsum/torch_log.py	pyro/contrib/tracking/__init__.py	2	11	3
pyro/ops/einsum/torch_log.py	pyro/contrib/tracking/assignment.py	2	11	9
pyro/ops/einsum/torch_log.py	pyro/contrib/tracking/distributions.py	2	11	6
pyro/ops/einsum/torch_log.py	pyro/contrib/tracking/hashing.py	2	11	8
pyro/ops/einsum/torch_log.py	pyro/contrib/util.py	2	11	6
pyro/ops/einsum/torch_log.py	pyro/distributions/__init__.py	2	11	114
pyro/ops/einsum/torch_log.py	pyro/distributions/avf_mvn.py	2	11	6
pyro/ops/einsum/torch_log.py	pyro/distributions/delta.py	2	11	44
pyro/ops/einsum/torch_log.py	pyro/distributions/diag_normal_mixture.py	2	11	8
pyro/ops/einsum/torch_log.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	11	9
pyro/ops/einsum/torch_log.py	pyro/distributions/distribution.py	2	11	44
pyro/ops/einsum/torch_log.py	pyro/distributions/empirical.py	2	11	13
pyro/ops/einsum/torch_log.py	pyro/distributions/gaussian_scale_mixture.py	2	11	9
pyro/ops/einsum/torch_log.py	pyro/distributions/inverse_gamma.py	2	11	6
pyro/ops/einsum/torch_log.py	pyro/distributions/lkj.py	2	11	10
pyro/ops/einsum/torch_log.py	pyro/distributions/mixture.py	2	11	8
pyro/ops/einsum/torch_log.py	pyro/distributions/omt_mvn.py	2	11	18
pyro/ops/einsum/torch_log.py	pyro/distributions/rejector.py	2	11	10
pyro/ops/einsum/torch_log.py	pyro/distributions/relaxed_straight_through.py	2	11	8
pyro/ops/einsum/torch_log.py	pyro/distributions/score_parts.py	2	11	7
pyro/ops/einsum/torch_log.py	pyro/distributions/spanning_tree.py	2	11	7
pyro/ops/einsum/torch_log.py	pyro/distributions/testing/fakes.py	2	11	7
pyro/ops/einsum/torch_log.py	pyro/distributions/testing/naive_dirichlet.py	2	11	7
pyro/ops/einsum/torch_log.py	pyro/distributions/testing/rejection_exponential.py	2	11	9
pyro/ops/einsum/torch_log.py	pyro/distributions/testing/rejection_gamma.py	2	11	19
pyro/ops/einsum/torch_log.py	pyro/distributions/torch.py	2	11	40
pyro/ops/einsum/torch_log.py	pyro/distributions/torch_distribution.py	2	11	39
pyro/ops/einsum/torch_log.py	pyro/distributions/torch_transform.py	2	11	7
pyro/ops/einsum/torch_log.py	pyro/distributions/transforms/affine_coupling.py	2	11	13
pyro/ops/einsum/torch_log.py	pyro/distributions/transforms/block_autoregressive.py	2	11	12
pyro/ops/einsum/torch_log.py	pyro/distributions/transforms/householder.py	2	11	11
pyro/ops/einsum/torch_log.py	pyro/distributions/transforms/permute.py	2	11	13
pyro/ops/einsum/torch_log.py	pyro/distributions/transforms/planar.py	2	11	16
pyro/ops/einsum/torch_log.py	pyro/distributions/transforms/polynomial.py	2	11	9
pyro/ops/einsum/torch_log.py	pyro/distributions/transforms/radial.py	2	11	15
pyro/ops/einsum/torch_log.py	pyro/distributions/transforms/sylvester.py	2	11	12
pyro/ops/einsum/torch_log.py	pyro/distributions/transforms/utils.py	2	11	3
pyro/ops/einsum/torch_log.py	pyro/distributions/util.py	2	11	62
pyro/ops/einsum/torch_log.py	pyro/distributions/von_mises_3d.py	2	11	4
pyro/ops/einsum/torch_log.py	pyro/generic.py	2	11	7
pyro/ops/einsum/torch_log.py	pyro/infer/__init__.py	2	11	44
pyro/ops/einsum/torch_log.py	pyro/infer/abstract_infer.py	2	11	64
pyro/ops/einsum/torch_log.py	pyro/infer/csis.py	2	11	5
pyro/ops/einsum/torch_log.py	pyro/infer/discrete.py	2	11	11
pyro/ops/einsum/torch_log.py	pyro/infer/elbo.py	2	11	27
pyro/ops/einsum/torch_log.py	pyro/infer/enum.py	2	11	32
pyro/ops/einsum/torch_log.py	pyro/infer/importance.py	2	11	33
pyro/ops/einsum/torch_log.py	pyro/infer/mcmc/api.py	2	11	24
pyro/ops/einsum/torch_log.py	pyro/infer/mcmc/hmc.py	2	11	77
pyro/ops/einsum/torch_log.py	pyro/infer/mcmc/mcmc_kernel.py	2	11	5
pyro/ops/einsum/torch_log.py	pyro/infer/mcmc/nuts.py	2	11	59
pyro/ops/einsum/torch_log.py	pyro/infer/renyi_elbo.py	2	11	14
pyro/ops/einsum/torch_log.py	pyro/infer/svi.py	2	11	28
pyro/ops/einsum/torch_log.py	pyro/infer/trace_elbo.py	2	11	59
pyro/ops/einsum/torch_log.py	pyro/infer/trace_mean_field_elbo.py	2	11	10
pyro/ops/einsum/torch_log.py	pyro/infer/trace_mmd.py	2	11	6
pyro/ops/einsum/torch_log.py	pyro/infer/trace_tail_adaptive_elbo.py	2	11	5
pyro/ops/einsum/torch_log.py	pyro/infer/tracegraph_elbo.py	2	11	70
pyro/ops/einsum/torch_log.py	pyro/logger.py	2	11	3
pyro/ops/einsum/torch_log.py	pyro/nn/__init__.py	2	11	16
pyro/ops/einsum/torch_log.py	pyro/nn/auto_reg_nn.py	2	11	25
pyro/ops/einsum/torch_log.py	pyro/nn/dense_nn.py	2	11	6
pyro/ops/einsum/torch_log.py	pyro/ops/dual_averaging.py	2	11	7
pyro/ops/einsum/torch_map.py	examples/air/main.py	2	5	37
pyro/ops/einsum/torch_map.py	examples/capture_recapture/cjs.py	2	5	9
pyro/ops/einsum/torch_map.py	examples/contrib/autoname/mixture.py	2	5	22
pyro/ops/einsum/torch_map.py	examples/contrib/autoname/scoping_mixture.py	2	5	22
pyro/ops/einsum/torch_map.py	examples/contrib/autoname/tree_data.py	2	5	21
pyro/ops/einsum/torch_map.py	examples/contrib/gp/sv-dkl.py	2	5	34
pyro/ops/einsum/torch_map.py	examples/dmm/polyphonic_data_loader.py	2	5	16
pyro/ops/einsum/torch_map.py	examples/eight_schools/data.py	2	5	3
pyro/ops/einsum/torch_map.py	examples/eight_schools/mcmc.py	2	5	29
pyro/ops/einsum/torch_map.py	examples/eight_schools/svi.py	2	5	22
pyro/ops/einsum/torch_map.py	examples/einsum.py	2	5	3
pyro/ops/einsum/torch_map.py	examples/hmm.py	2	5	45
pyro/ops/einsum/torch_map.py	examples/inclined_plane.py	2	5	35
pyro/ops/einsum/torch_map.py	examples/lda.py	2	5	25
pyro/ops/einsum/torch_map.py	examples/lkj.py	2	5	20
pyro/ops/einsum/torch_map.py	examples/minipyro.py	2	5	26
pyro/ops/einsum/torch_map.py	examples/mixed_hmm/experiment.py	2	5	3
pyro/ops/einsum/torch_map.py	examples/mixed_hmm/model.py	2	5	4
pyro/ops/einsum/torch_map.py	examples/rsa/schelling.py	2	5	19
pyro/ops/einsum/torch_map.py	examples/rsa/schelling_false.py	2	5	19
pyro/ops/einsum/torch_map.py	examples/sparse_gamma_def.py	2	5	28
pyro/ops/einsum/torch_map.py	examples/vae/vae_comparison.py	2	5	29
pyro/ops/einsum/torch_map.py	profiler/distributions.py	2	5	11
pyro/ops/einsum/torch_map.py	profiler/profiling_utils.py	2	5	5
pyro/ops/einsum/torch_map.py	pyro/__init__.py	2	5	176
pyro/ops/einsum/torch_map.py	pyro/contrib/__init__.py	2	5	17
pyro/ops/einsum/torch_map.py	pyro/contrib/autoname/__init__.py	2	5	5
pyro/ops/einsum/torch_map.py	pyro/contrib/autoname/named.py	2	5	5
pyro/ops/einsum/torch_map.py	pyro/contrib/bnn/__init__.py	2	5	3
pyro/ops/einsum/torch_map.py	pyro/contrib/bnn/hidden_layer.py	2	5	3
pyro/ops/einsum/torch_map.py	pyro/contrib/bnn/utils.py	2	5	3
pyro/ops/einsum/torch_map.py	pyro/contrib/easyguide/__init__.py	2	5	3
pyro/ops/einsum/torch_map.py	pyro/contrib/examples/util.py	2	5	9
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/__init__.py	2	5	14
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/kernels/__init__.py	2	5	12
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/kernels/brownian.py	2	5	12
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/kernels/coregionalize.py	2	5	9
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/kernels/dot_product.py	2	5	13
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/kernels/isotropic.py	2	5	14
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/kernels/kernel.py	2	5	22
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/kernels/periodic.py	2	5	12
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/kernels/static.py	2	5	13
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/likelihoods/__init__.py	2	5	8
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/likelihoods/binary.py	2	5	17
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/likelihoods/gaussian.py	2	5	18
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/likelihoods/likelihood.py	2	5	12
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/likelihoods/multi_class.py	2	5	15
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/likelihoods/poisson.py	2	5	11
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/models/__init__.py	2	5	11
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/models/gplvm.py	2	5	12
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/models/gpr.py	2	5	27
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/models/model.py	2	5	24
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/models/sgpr.py	2	5	32
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/models/vgp.py	2	5	21
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/models/vsgp.py	2	5	11
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/parameterized.py	2	5	8
pyro/ops/einsum/torch_map.py	pyro/contrib/gp/util.py	2	5	19
pyro/ops/einsum/torch_map.py	pyro/contrib/minipyro.py	2	5	17
pyro/ops/einsum/torch_map.py	pyro/contrib/oed/eig.py	2	5	17
pyro/ops/einsum/torch_map.py	pyro/contrib/oed/search.py	2	5	4
pyro/ops/einsum/torch_map.py	pyro/contrib/oed/util.py	2	5	8
pyro/ops/einsum/torch_map.py	pyro/contrib/tracking/__init__.py	2	5	3
pyro/ops/einsum/torch_map.py	pyro/contrib/tracking/assignment.py	2	5	9
pyro/ops/einsum/torch_map.py	pyro/contrib/tracking/distributions.py	2	5	6
pyro/ops/einsum/torch_map.py	pyro/contrib/tracking/dynamic_models.py	2	5	7
pyro/ops/einsum/torch_map.py	pyro/contrib/tracking/hashing.py	2	5	8
pyro/ops/einsum/torch_map.py	pyro/contrib/tracking/measurements.py	2	5	5
pyro/ops/einsum/torch_map.py	pyro/contrib/util.py	2	5	6
pyro/ops/einsum/torch_map.py	pyro/distributions/__init__.py	2	5	114
pyro/ops/einsum/torch_map.py	pyro/distributions/avf_mvn.py	2	5	6
pyro/ops/einsum/torch_map.py	pyro/distributions/conjugate.py	2	5	13
pyro/ops/einsum/torch_map.py	pyro/distributions/delta.py	2	5	44
pyro/ops/einsum/torch_map.py	pyro/distributions/diag_normal_mixture.py	2	5	8
pyro/ops/einsum/torch_map.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	5	9
pyro/ops/einsum/torch_map.py	pyro/distributions/empirical.py	2	5	13
pyro/ops/einsum/torch_map.py	pyro/distributions/gaussian_scale_mixture.py	2	5	9
pyro/ops/einsum/torch_map.py	pyro/distributions/hmm.py	2	5	30
pyro/ops/einsum/torch_map.py	pyro/distributions/inverse_gamma.py	2	5	6
pyro/ops/einsum/torch_map.py	pyro/distributions/lkj.py	2	5	10
pyro/ops/einsum/torch_map.py	pyro/distributions/mixture.py	2	5	8
pyro/ops/einsum/torch_map.py	pyro/distributions/omt_mvn.py	2	5	18
pyro/ops/einsum/torch_map.py	pyro/distributions/rejector.py	2	5	10
pyro/ops/einsum/torch_map.py	pyro/distributions/relaxed_straight_through.py	2	5	8
pyro/ops/einsum/torch_map.py	pyro/distributions/score_parts.py	2	5	7
pyro/ops/einsum/torch_map.py	pyro/distributions/spanning_tree.py	2	5	7
pyro/ops/einsum/torch_map.py	pyro/distributions/testing/fakes.py	2	5	7
pyro/ops/einsum/torch_map.py	pyro/distributions/testing/naive_dirichlet.py	2	5	7
pyro/ops/einsum/torch_map.py	pyro/distributions/testing/rejection_exponential.py	2	5	9
pyro/ops/einsum/torch_map.py	pyro/distributions/testing/rejection_gamma.py	2	5	19
pyro/ops/einsum/torch_map.py	pyro/distributions/torch.py	2	5	40
pyro/ops/einsum/torch_map.py	pyro/distributions/torch_distribution.py	2	5	39
pyro/ops/einsum/torch_map.py	pyro/distributions/torch_patch.py	2	5	27
pyro/ops/einsum/torch_map.py	pyro/distributions/torch_transform.py	2	5	7
pyro/ops/einsum/torch_map.py	pyro/distributions/transforms/affine_coupling.py	2	5	13
pyro/ops/einsum/torch_map.py	pyro/distributions/transforms/block_autoregressive.py	2	5	12
pyro/ops/einsum/torch_map.py	pyro/distributions/transforms/householder.py	2	5	11
pyro/ops/einsum/torch_map.py	pyro/distributions/transforms/permute.py	2	5	13
pyro/ops/einsum/torch_map.py	pyro/distributions/transforms/planar.py	2	5	16
pyro/ops/einsum/torch_map.py	pyro/distributions/transforms/polynomial.py	2	5	9
pyro/ops/einsum/torch_map.py	pyro/distributions/transforms/radial.py	2	5	15
pyro/ops/einsum/torch_map.py	pyro/distributions/transforms/sylvester.py	2	5	12
pyro/ops/einsum/torch_map.py	pyro/distributions/transforms/utils.py	2	5	3
pyro/ops/einsum/torch_map.py	pyro/distributions/util.py	2	5	62
pyro/ops/einsum/torch_map.py	pyro/distributions/von_mises_3d.py	2	5	4
pyro/ops/einsum/torch_map.py	pyro/generic.py	2	5	7
pyro/ops/einsum/torch_map.py	pyro/infer/__init__.py	2	5	44
pyro/ops/einsum/torch_map.py	pyro/infer/csis.py	2	5	5
pyro/ops/einsum/torch_map.py	pyro/infer/discrete.py	2	5	11
pyro/ops/einsum/torch_map.py	pyro/infer/importance.py	2	5	33
pyro/ops/einsum/torch_map.py	pyro/infer/mcmc/hmc.py	2	5	77
pyro/ops/einsum/torch_map.py	pyro/infer/mcmc/nuts.py	2	5	59
pyro/ops/einsum/torch_map.py	pyro/infer/renyi_elbo.py	2	5	14
pyro/ops/einsum/torch_map.py	pyro/infer/svi.py	2	5	28
pyro/ops/einsum/torch_map.py	pyro/infer/trace_elbo.py	2	5	59
pyro/ops/einsum/torch_map.py	pyro/infer/trace_mean_field_elbo.py	2	5	10
pyro/ops/einsum/torch_map.py	pyro/infer/trace_mmd.py	2	5	6
pyro/ops/einsum/torch_map.py	pyro/infer/trace_tail_adaptive_elbo.py	2	5	5
pyro/ops/einsum/torch_map.py	pyro/infer/tracegraph_elbo.py	2	5	70
pyro/ops/einsum/torch_map.py	pyro/logger.py	2	5	3
pyro/ops/einsum/torch_map.py	pyro/nn/__init__.py	2	5	16
pyro/ops/einsum/torch_map.py	pyro/nn/auto_reg_nn.py	2	5	25
pyro/ops/einsum/torch_map.py	pyro/nn/dense_nn.py	2	5	6
pyro/ops/einsum/torch_map.py	pyro/ops/dual_averaging.py	2	5	7
pyro/ops/einsum/torch_map.py	pyro/ops/einsum/__init__.py	2	5	13
pyro/ops/einsum/torch_marginal.py	examples/air/main.py	2	5	37
pyro/ops/einsum/torch_marginal.py	examples/baseball.py	2	5	46
pyro/ops/einsum/torch_marginal.py	examples/capture_recapture/cjs.py	2	5	9
pyro/ops/einsum/torch_marginal.py	examples/contrib/autoname/mixture.py	2	5	22
pyro/ops/einsum/torch_marginal.py	examples/contrib/autoname/scoping_mixture.py	2	5	22
pyro/ops/einsum/torch_marginal.py	examples/contrib/autoname/tree_data.py	2	5	21
pyro/ops/einsum/torch_marginal.py	examples/contrib/gp/sv-dkl.py	2	5	34
pyro/ops/einsum/torch_marginal.py	examples/eight_schools/data.py	2	5	3
pyro/ops/einsum/torch_marginal.py	examples/eight_schools/mcmc.py	2	5	29
pyro/ops/einsum/torch_marginal.py	examples/eight_schools/svi.py	2	5	22
pyro/ops/einsum/torch_marginal.py	examples/einsum.py	2	5	3
pyro/ops/einsum/torch_marginal.py	examples/hmm.py	2	5	45
pyro/ops/einsum/torch_marginal.py	examples/inclined_plane.py	2	5	35
pyro/ops/einsum/torch_marginal.py	examples/lda.py	2	5	25
pyro/ops/einsum/torch_marginal.py	examples/lkj.py	2	5	20
pyro/ops/einsum/torch_marginal.py	examples/minipyro.py	2	5	26
pyro/ops/einsum/torch_marginal.py	examples/mixed_hmm/experiment.py	2	5	3
pyro/ops/einsum/torch_marginal.py	examples/mixed_hmm/model.py	2	5	4
pyro/ops/einsum/torch_marginal.py	examples/mixed_hmm/seal_data.py	2	5	5
pyro/ops/einsum/torch_marginal.py	examples/rsa/schelling.py	2	5	19
pyro/ops/einsum/torch_marginal.py	examples/rsa/schelling_false.py	2	5	19
pyro/ops/einsum/torch_marginal.py	examples/rsa/search_inference.py	2	5	9
pyro/ops/einsum/torch_marginal.py	examples/sparse_gamma_def.py	2	5	28
pyro/ops/einsum/torch_marginal.py	profiler/distributions.py	2	5	11
pyro/ops/einsum/torch_marginal.py	profiler/profiling_utils.py	2	5	5
pyro/ops/einsum/torch_marginal.py	pyro/__init__.py	2	5	176
pyro/ops/einsum/torch_marginal.py	pyro/contrib/__init__.py	2	5	17
pyro/ops/einsum/torch_marginal.py	pyro/contrib/autoname/__init__.py	2	5	5
pyro/ops/einsum/torch_marginal.py	pyro/contrib/autoname/named.py	2	5	5
pyro/ops/einsum/torch_marginal.py	pyro/contrib/bnn/__init__.py	2	5	3
pyro/ops/einsum/torch_marginal.py	pyro/contrib/bnn/hidden_layer.py	2	5	3
pyro/ops/einsum/torch_marginal.py	pyro/contrib/bnn/utils.py	2	5	3
pyro/ops/einsum/torch_marginal.py	pyro/contrib/easyguide/__init__.py	2	5	3
pyro/ops/einsum/torch_marginal.py	pyro/contrib/easyguide/easyguide.py	2	5	9
pyro/ops/einsum/torch_marginal.py	pyro/contrib/examples/util.py	2	5	9
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/__init__.py	2	5	14
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/kernels/__init__.py	2	5	12
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/kernels/brownian.py	2	5	12
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/kernels/coregionalize.py	2	5	9
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/kernels/dot_product.py	2	5	13
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/kernels/isotropic.py	2	5	14
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/kernels/kernel.py	2	5	22
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/kernels/periodic.py	2	5	12
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/kernels/static.py	2	5	13
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/likelihoods/__init__.py	2	5	8
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/likelihoods/binary.py	2	5	17
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/likelihoods/gaussian.py	2	5	18
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/likelihoods/likelihood.py	2	5	12
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/likelihoods/multi_class.py	2	5	15
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/likelihoods/poisson.py	2	5	11
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/models/__init__.py	2	5	11
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/models/gplvm.py	2	5	12
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/models/gpr.py	2	5	27
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/models/model.py	2	5	24
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/models/sgpr.py	2	5	32
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/models/vgp.py	2	5	21
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/models/vsgp.py	2	5	11
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/parameterized.py	2	5	8
pyro/ops/einsum/torch_marginal.py	pyro/contrib/gp/util.py	2	5	19
pyro/ops/einsum/torch_marginal.py	pyro/contrib/minipyro.py	2	5	17
pyro/ops/einsum/torch_marginal.py	pyro/contrib/oed/eig.py	2	5	17
pyro/ops/einsum/torch_marginal.py	pyro/contrib/oed/util.py	2	5	8
pyro/ops/einsum/torch_marginal.py	pyro/contrib/tracking/__init__.py	2	5	3
pyro/ops/einsum/torch_marginal.py	pyro/contrib/tracking/assignment.py	2	5	9
pyro/ops/einsum/torch_marginal.py	pyro/contrib/tracking/distributions.py	2	5	6
pyro/ops/einsum/torch_marginal.py	pyro/contrib/tracking/hashing.py	2	5	8
pyro/ops/einsum/torch_marginal.py	pyro/contrib/util.py	2	5	6
pyro/ops/einsum/torch_marginal.py	pyro/distributions/__init__.py	2	5	114
pyro/ops/einsum/torch_marginal.py	pyro/distributions/avf_mvn.py	2	5	6
pyro/ops/einsum/torch_marginal.py	pyro/distributions/conjugate.py	2	5	13
pyro/ops/einsum/torch_marginal.py	pyro/distributions/delta.py	2	5	44
pyro/ops/einsum/torch_marginal.py	pyro/distributions/diag_normal_mixture.py	2	5	8
pyro/ops/einsum/torch_marginal.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	5	9
pyro/ops/einsum/torch_marginal.py	pyro/distributions/distribution.py	2	5	44
pyro/ops/einsum/torch_marginal.py	pyro/distributions/empirical.py	2	5	13
pyro/ops/einsum/torch_marginal.py	pyro/distributions/gaussian_scale_mixture.py	2	5	9
pyro/ops/einsum/torch_marginal.py	pyro/distributions/hmm.py	2	5	30
pyro/ops/einsum/torch_marginal.py	pyro/distributions/inverse_gamma.py	2	5	6
pyro/ops/einsum/torch_marginal.py	pyro/distributions/lkj.py	2	5	10
pyro/ops/einsum/torch_marginal.py	pyro/distributions/mixture.py	2	5	8
pyro/ops/einsum/torch_marginal.py	pyro/distributions/omt_mvn.py	2	5	18
pyro/ops/einsum/torch_marginal.py	pyro/distributions/rejector.py	2	5	10
pyro/ops/einsum/torch_marginal.py	pyro/distributions/relaxed_straight_through.py	2	5	8
pyro/ops/einsum/torch_marginal.py	pyro/distributions/score_parts.py	2	5	7
pyro/ops/einsum/torch_marginal.py	pyro/distributions/spanning_tree.py	2	5	7
pyro/ops/einsum/torch_marginal.py	pyro/distributions/testing/fakes.py	2	5	7
pyro/ops/einsum/torch_marginal.py	pyro/distributions/testing/naive_dirichlet.py	2	5	7
pyro/ops/einsum/torch_marginal.py	pyro/distributions/testing/rejection_exponential.py	2	5	9
pyro/ops/einsum/torch_marginal.py	pyro/distributions/testing/rejection_gamma.py	2	5	19
pyro/ops/einsum/torch_marginal.py	pyro/distributions/torch.py	2	5	40
pyro/ops/einsum/torch_marginal.py	pyro/distributions/torch_distribution.py	2	5	39
pyro/ops/einsum/torch_marginal.py	pyro/distributions/torch_patch.py	2	5	27
pyro/ops/einsum/torch_marginal.py	pyro/distributions/torch_transform.py	2	5	7
pyro/ops/einsum/torch_marginal.py	pyro/distributions/transforms/affine_coupling.py	2	5	13
pyro/ops/einsum/torch_marginal.py	pyro/distributions/transforms/block_autoregressive.py	2	5	12
pyro/ops/einsum/torch_marginal.py	pyro/distributions/transforms/householder.py	2	5	11
pyro/ops/einsum/torch_marginal.py	pyro/distributions/transforms/permute.py	2	5	13
pyro/ops/einsum/torch_marginal.py	pyro/distributions/transforms/planar.py	2	5	16
pyro/ops/einsum/torch_marginal.py	pyro/distributions/transforms/polynomial.py	2	5	9
pyro/ops/einsum/torch_marginal.py	pyro/distributions/transforms/radial.py	2	5	15
pyro/ops/einsum/torch_marginal.py	pyro/distributions/transforms/sylvester.py	2	5	12
pyro/ops/einsum/torch_marginal.py	pyro/distributions/transforms/utils.py	2	5	3
pyro/ops/einsum/torch_marginal.py	pyro/distributions/util.py	2	5	62
pyro/ops/einsum/torch_marginal.py	pyro/distributions/von_mises_3d.py	2	5	4
pyro/ops/einsum/torch_marginal.py	pyro/generic.py	2	5	7
pyro/ops/einsum/torch_marginal.py	pyro/infer/__init__.py	2	5	44
pyro/ops/einsum/torch_marginal.py	pyro/infer/abstract_infer.py	2	5	64
pyro/ops/einsum/torch_marginal.py	pyro/infer/csis.py	2	5	5
pyro/ops/einsum/torch_marginal.py	pyro/infer/discrete.py	2	5	11
pyro/ops/einsum/torch_marginal.py	pyro/infer/elbo.py	2	5	27
pyro/ops/einsum/torch_marginal.py	pyro/infer/enum.py	2	5	32
pyro/ops/einsum/torch_marginal.py	pyro/infer/importance.py	2	5	33
pyro/ops/einsum/torch_marginal.py	pyro/infer/mcmc/api.py	2	5	24
pyro/ops/einsum/torch_marginal.py	pyro/infer/mcmc/hmc.py	2	5	77
pyro/ops/einsum/torch_marginal.py	pyro/infer/mcmc/mcmc_kernel.py	2	5	5
pyro/ops/einsum/torch_marginal.py	pyro/infer/mcmc/nuts.py	2	5	59
pyro/ops/einsum/torch_marginal.py	pyro/infer/renyi_elbo.py	2	5	14
pyro/ops/einsum/torch_marginal.py	pyro/infer/svi.py	2	5	28
pyro/ops/einsum/torch_marginal.py	pyro/infer/trace_elbo.py	2	5	59
pyro/ops/einsum/torch_marginal.py	pyro/infer/trace_mean_field_elbo.py	2	5	10
pyro/ops/einsum/torch_marginal.py	pyro/infer/trace_mmd.py	2	5	6
pyro/ops/einsum/torch_marginal.py	pyro/infer/trace_tail_adaptive_elbo.py	2	5	5
pyro/ops/einsum/torch_marginal.py	pyro/infer/tracegraph_elbo.py	2	5	70
pyro/ops/einsum/torch_marginal.py	pyro/logger.py	2	5	3
pyro/ops/einsum/torch_marginal.py	pyro/nn/__init__.py	2	5	16
pyro/ops/einsum/torch_marginal.py	pyro/nn/auto_reg_nn.py	2	5	25
pyro/ops/einsum/torch_marginal.py	pyro/nn/dense_nn.py	2	5	6
pyro/ops/einsum/torch_marginal.py	pyro/ops/dual_averaging.py	2	5	7
pyro/ops/einsum/torch_marginal.py	pyro/ops/einsum/__init__.py	2	5	13
pyro/ops/einsum/torch_sample.py	examples/air/main.py	2	5	37
pyro/ops/einsum/torch_sample.py	examples/capture_recapture/cjs.py	2	5	9
pyro/ops/einsum/torch_sample.py	examples/contrib/autoname/mixture.py	2	5	22
pyro/ops/einsum/torch_sample.py	examples/contrib/autoname/scoping_mixture.py	2	5	22
pyro/ops/einsum/torch_sample.py	examples/contrib/autoname/tree_data.py	2	5	21
pyro/ops/einsum/torch_sample.py	examples/contrib/gp/sv-dkl.py	2	5	34
pyro/ops/einsum/torch_sample.py	examples/dmm/polyphonic_data_loader.py	2	5	16
pyro/ops/einsum/torch_sample.py	examples/eight_schools/data.py	2	5	3
pyro/ops/einsum/torch_sample.py	examples/eight_schools/mcmc.py	2	5	29
pyro/ops/einsum/torch_sample.py	examples/eight_schools/svi.py	2	5	22
pyro/ops/einsum/torch_sample.py	examples/einsum.py	2	5	3
pyro/ops/einsum/torch_sample.py	examples/hmm.py	2	5	45
pyro/ops/einsum/torch_sample.py	examples/inclined_plane.py	2	5	35
pyro/ops/einsum/torch_sample.py	examples/lda.py	2	5	25
pyro/ops/einsum/torch_sample.py	examples/lkj.py	2	5	20
pyro/ops/einsum/torch_sample.py	examples/minipyro.py	2	5	26
pyro/ops/einsum/torch_sample.py	examples/mixed_hmm/experiment.py	2	5	3
pyro/ops/einsum/torch_sample.py	examples/mixed_hmm/model.py	2	5	4
pyro/ops/einsum/torch_sample.py	examples/rsa/schelling.py	2	5	19
pyro/ops/einsum/torch_sample.py	examples/rsa/schelling_false.py	2	5	19
pyro/ops/einsum/torch_sample.py	examples/sparse_gamma_def.py	2	5	28
pyro/ops/einsum/torch_sample.py	examples/vae/vae_comparison.py	2	5	29
pyro/ops/einsum/torch_sample.py	profiler/distributions.py	2	5	11
pyro/ops/einsum/torch_sample.py	profiler/profiling_utils.py	2	5	5
pyro/ops/einsum/torch_sample.py	pyro/__init__.py	2	5	176
pyro/ops/einsum/torch_sample.py	pyro/contrib/__init__.py	2	5	17
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pyro/ops/einsum/torch_sample.py	pyro/contrib/gp/kernels/brownian.py	2	5	12
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pyro/ops/einsum/torch_sample.py	pyro/contrib/gp/kernels/dot_product.py	2	5	13
pyro/ops/einsum/torch_sample.py	pyro/contrib/gp/kernels/isotropic.py	2	5	14
pyro/ops/einsum/torch_sample.py	pyro/contrib/gp/kernels/kernel.py	2	5	22
pyro/ops/einsum/torch_sample.py	pyro/contrib/gp/kernels/periodic.py	2	5	12
pyro/ops/einsum/torch_sample.py	pyro/contrib/gp/kernels/static.py	2	5	13
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pyro/ops/einsum/torch_sample.py	pyro/contrib/gp/likelihoods/gaussian.py	2	5	18
pyro/ops/einsum/torch_sample.py	pyro/contrib/gp/likelihoods/likelihood.py	2	5	12
pyro/ops/einsum/torch_sample.py	pyro/contrib/gp/likelihoods/multi_class.py	2	5	15
pyro/ops/einsum/torch_sample.py	pyro/contrib/gp/likelihoods/poisson.py	2	5	11
pyro/ops/einsum/torch_sample.py	pyro/contrib/gp/models/__init__.py	2	5	11
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pyro/ops/einsum/torch_sample.py	pyro/distributions/diag_normal_mixture.py	2	5	8
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pyro/ops/einsum/torch_sample.py	pyro/distributions/empirical.py	2	5	13
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pyro/ops/einsum/torch_sample.py	pyro/distributions/inverse_gamma.py	2	5	6
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pyro/ops/einsum/torch_sample.py	pyro/distributions/transforms/block_autoregressive.py	2	5	12
pyro/ops/einsum/torch_sample.py	pyro/distributions/transforms/householder.py	2	5	11
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pyro/ops/einsum/torch_sample.py	pyro/distributions/transforms/planar.py	2	5	16
pyro/ops/einsum/torch_sample.py	pyro/distributions/transforms/polynomial.py	2	5	9
pyro/ops/einsum/torch_sample.py	pyro/distributions/transforms/radial.py	2	5	15
pyro/ops/einsum/torch_sample.py	pyro/distributions/transforms/sylvester.py	2	5	12
pyro/ops/einsum/torch_sample.py	pyro/distributions/transforms/utils.py	2	5	3
pyro/ops/einsum/torch_sample.py	pyro/distributions/util.py	2	5	62
pyro/ops/einsum/torch_sample.py	pyro/distributions/von_mises_3d.py	2	5	4
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pyro/ops/einsum/torch_sample.py	pyro/infer/__init__.py	2	5	44
pyro/ops/einsum/torch_sample.py	pyro/infer/csis.py	2	5	5
pyro/ops/einsum/torch_sample.py	pyro/infer/importance.py	2	5	33
pyro/ops/einsum/torch_sample.py	pyro/infer/mcmc/hmc.py	2	5	77
pyro/ops/einsum/torch_sample.py	pyro/infer/mcmc/nuts.py	2	5	59
pyro/ops/einsum/torch_sample.py	pyro/infer/renyi_elbo.py	2	5	14
pyro/ops/einsum/torch_sample.py	pyro/infer/svi.py	2	5	28
pyro/ops/einsum/torch_sample.py	pyro/infer/trace_elbo.py	2	5	59
pyro/ops/einsum/torch_sample.py	pyro/infer/trace_mean_field_elbo.py	2	5	10
pyro/ops/einsum/torch_sample.py	pyro/infer/trace_mmd.py	2	5	6
pyro/ops/einsum/torch_sample.py	pyro/infer/trace_tail_adaptive_elbo.py	2	5	5
pyro/ops/einsum/torch_sample.py	pyro/infer/tracegraph_elbo.py	2	5	70
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pyro/ops/einsum/torch_sample.py	pyro/nn/auto_reg_nn.py	2	5	25
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pyro/ops/einsum/util.py	pyro/distributions/zero_inflated.py	2	4	8
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pyro/ops/einsum/util.py	examples/eight_schools/mcmc.py	2	4	29
pyro/ops/einsum/util.py	examples/eight_schools/svi.py	2	4	22
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pyro/ops/einsum/util.py	examples/lkj.py	2	4	20
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pyro/ops/einsum/util.py	pyro/contrib/gp/likelihoods/__init__.py	2	4	8
pyro/ops/einsum/util.py	pyro/contrib/gp/models/__init__.py	2	4	11
pyro/ops/einsum/util.py	pyro/contrib/gp/util.py	2	4	19
pyro/ops/einsum/util.py	pyro/contrib/oed/util.py	2	4	8
pyro/ops/einsum/util.py	pyro/contrib/tracking/__init__.py	2	4	3
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pyro/ops/einsum/util.py	pyro/distributions/score_parts.py	2	4	7
pyro/ops/einsum/util.py	pyro/distributions/testing/fakes.py	2	4	7
pyro/ops/einsum/util.py	pyro/distributions/torch_patch.py	2	4	27
pyro/ops/einsum/util.py	pyro/distributions/transforms/utils.py	2	4	3
pyro/ops/einsum/util.py	pyro/generic.py	2	4	7
pyro/ops/einsum/util.py	pyro/infer/__init__.py	2	4	44
pyro/ops/einsum/util.py	pyro/infer/elbo.py	2	4	27
pyro/ops/einsum/util.py	pyro/infer/enum.py	2	4	32
pyro/ops/einsum/util.py	pyro/infer/mcmc/mcmc_kernel.py	2	4	5
pyro/ops/einsum/util.py	pyro/infer/trace_elbo.py	2	4	59
pyro/ops/einsum/util.py	pyro/infer/trace_tail_adaptive_elbo.py	2	4	5
pyro/ops/einsum/util.py	pyro/infer/tracegraph_elbo.py	2	4	70
pyro/ops/einsum/util.py	pyro/logger.py	2	4	3
pyro/ops/einsum/util.py	pyro/nn/__init__.py	2	4	16
pyro/ops/einsum/util.py	pyro/ops/einsum/__init__.py	2	4	13
pyro/ops/gamma_gaussian.py	pyro/infer/mcmc/__init__.py	2	5	7
pyro/ops/gamma_gaussian.py	pyro/infer/mcmc/adaptation.py	2	5	11
pyro/ops/gamma_gaussian.py	pyro/infer/mcmc/hmc.py	2	5	77
pyro/ops/gamma_gaussian.py	pyro/infer/mcmc/nuts.py	2	5	59
pyro/ops/gamma_gaussian.py	pyro/distributions/multivariate_studentt.py	2	5	5
pyro/ops/gamma_gaussian.py	pyro/distributions/torch.py	2	5	40
pyro/ops/gamma_gaussian.py	pyro/distributions/__init__.py	2	5	114
pyro/ops/gamma_gaussian.py	pyro/distributions/hmm.py	2	5	30
pyro/ops/gaussian.py	pyro/distributions/multivariate_studentt.py	2	12	5
pyro/ops/gaussian.py	pyro/distributions/stable.py	2	12	9
pyro/ops/gaussian.py	pyro/infer/reparam/__init__.py	2	12	10
pyro/ops/gaussian.py	pyro/infer/reparam/loc_scale.py	2	12	3
pyro/ops/gaussian.py	pyro/infer/reparam/neutra.py	2	12	5
pyro/ops/gaussian.py	pyro/infer/reparam/reparam.py	2	12	3
pyro/ops/gaussian.py	pyro/infer/reparam/stable.py	2	12	8
pyro/ops/gaussian.py	pyro/infer/reparam/transform.py	2	12	2
pyro/ops/hessian.py	examples/capture_recapture/cjs.py	2	2	9
pyro/ops/hessian.py	examples/hmm.py	2	2	45
pyro/ops/hessian.py	examples/sparse_gamma_def.py	2	2	28
pyro/ops/hessian.py	examples/sparse_regression.py	2	2	18
pyro/ops/hessian.py	pyro/contrib/__init__.py	2	2	17
pyro/ops/hessian.py	pyro/contrib/autoguide.py	2	2	3
pyro/ops/hessian.py	pyro/contrib/easyguide/easyguide.py	2	2	9
pyro/ops/hessian.py	pyro/contrib/gp/parameterized.py	2	2	8
pyro/ops/hessian.py	pyro/contrib/oed/eig.py	2	2	17
pyro/ops/hessian.py	pyro/contrib/oed/util.py	2	2	8
pyro/ops/hessian.py	pyro/contrib/util.py	2	2	6
pyro/ops/hessian.py	pyro/infer/autoguide/__init__.py	2	2	6
pyro/ops/hessian.py	pyro/infer/autoguide/guides.py	2	2	18
pyro/ops/hessian.py	pyro/infer/autoguide/initialization.py	2	2	7
pyro/ops/hessian.py	pyro/infer/autoguide/utils.py	2	2	2
pyro/ops/indexing.py	examples/air/air.py	2	6	36
pyro/ops/indexing.py	examples/air/modules.py	2	6	6
pyro/ops/indexing.py	examples/dmm/dmm.py	2	6	56
pyro/ops/indexing.py	examples/rsa/semantic_parsing.py	2	6	20
pyro/ops/indexing.py	examples/vae/ss_vae_M2.py	2	6	34
pyro/ops/indexing.py	examples/vae/utils/custom_mlp.py	2	6	6
pyro/ops/indexing.py	examples/vae/utils/mnist_cached.py	2	6	9
pyro/ops/indexing.py	examples/vae/vae.py	2	6	29
pyro/ops/indexing.py	examples/vae/vae_comparison.py	2	6	29
pyro/ops/indexing.py	pyro/contrib/autoname/scoping.py	2	6	6
pyro/ops/indexing.py	pyro/contrib/conjugate/infer.py	2	6	4
pyro/ops/indexing.py	pyro/contrib/oed/glmm/guides.py	2	6	3
pyro/ops/indexing.py	pyro/contrib/oed/search.py	2	6	4
pyro/ops/indexing.py	pyro/contrib/tracking/dynamic_models.py	2	6	7
pyro/ops/indexing.py	pyro/contrib/tracking/extended_kalman_filter.py	2	6	8
pyro/ops/indexing.py	pyro/contrib/tracking/measurements.py	2	6	5
pyro/ops/indexing.py	pyro/distributions/conditional.py	2	6	5
pyro/ops/indexing.py	pyro/distributions/multivariate_studentt.py	2	6	5
pyro/ops/indexing.py	pyro/distributions/transforms/affine_autoregressive.py	2	6	11
pyro/ops/indexing.py	pyro/distributions/transforms/batchnorm.py	2	6	7
pyro/ops/indexing.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	6	5
pyro/ops/indexing.py	pyro/distributions/transforms/neural_autoregressive.py	2	6	10
pyro/ops/indexing.py	pyro/distributions/unit.py	2	6	3
pyro/ops/indexing.py	pyro/distributions/zero_inflated.py	2	6	8
pyro/ops/indexing.py	pyro/infer/autoguide/initialization.py	2	6	7
pyro/ops/indexing.py	pyro/infer/mcmc/adaptation.py	2	6	11
pyro/ops/indexing.py	pyro/infer/mcmc/logger.py	2	6	12
pyro/ops/indexing.py	pyro/infer/mcmc/util.py	2	6	35
pyro/ops/indexing.py	pyro/infer/rws.py	2	6	4
pyro/ops/indexing.py	pyro/infer/svgd.py	2	6	7
pyro/ops/indexing.py	examples/air/main.py	2	6	37
pyro/ops/indexing.py	examples/baseball.py	2	6	46
pyro/ops/indexing.py	examples/contrib/autoname/mixture.py	2	6	22
pyro/ops/indexing.py	examples/contrib/autoname/scoping_mixture.py	2	6	22
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pyro/ops/indexing.py	examples/eight_schools/data.py	2	6	3
pyro/ops/indexing.py	examples/eight_schools/mcmc.py	2	6	29
pyro/ops/indexing.py	examples/eight_schools/svi.py	2	6	22
pyro/ops/indexing.py	examples/einsum.py	2	6	3
pyro/ops/indexing.py	examples/inclined_plane.py	2	6	35
pyro/ops/indexing.py	examples/lda.py	2	6	25
pyro/ops/indexing.py	examples/lkj.py	2	6	20
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pyro/ops/indexing.py	examples/mixed_hmm/seal_data.py	2	6	5
pyro/ops/indexing.py	examples/rsa/schelling.py	2	6	19
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pyro/ops/indexing.py	pyro/__init__.py	2	6	176
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pyro/ops/indexing.py	pyro/contrib/bnn/__init__.py	2	6	3
pyro/ops/indexing.py	pyro/contrib/bnn/hidden_layer.py	2	6	3
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pyro/ops/indexing.py	pyro/contrib/easyguide/__init__.py	2	6	3
pyro/ops/indexing.py	pyro/contrib/easyguide/easyguide.py	2	6	9
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pyro/ops/indexing.py	pyro/contrib/gp/__init__.py	2	6	14
pyro/ops/indexing.py	pyro/contrib/gp/kernels/__init__.py	2	6	12
pyro/ops/indexing.py	pyro/contrib/gp/likelihoods/__init__.py	2	6	8
pyro/ops/indexing.py	pyro/contrib/gp/models/__init__.py	2	6	11
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pyro/ops/indexing.py	pyro/contrib/tracking/__init__.py	2	6	3
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pyro/ops/indexing.py	pyro/distributions/__init__.py	2	6	114
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pyro/ops/indexing.py	pyro/distributions/transforms/utils.py	2	6	3
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pyro/ops/indexing.py	pyro/infer/elbo.py	2	6	27
pyro/ops/indexing.py	pyro/infer/enum.py	2	6	32
pyro/ops/indexing.py	pyro/infer/mcmc/mcmc_kernel.py	2	6	5
pyro/ops/indexing.py	pyro/infer/trace_elbo.py	2	6	59
pyro/ops/indexing.py	pyro/infer/trace_tail_adaptive_elbo.py	2	6	5
pyro/ops/indexing.py	pyro/infer/tracegraph_elbo.py	2	6	70
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pyro/ops/indexing.py	pyro/ops/einsum/adjoint.py	2	6	7
pyro/ops/indexing.py	pyro/ops/einsum/torch_log.py	2	6	11
pyro/ops/indexing.py	pyro/ops/einsum/torch_map.py	2	6	5
pyro/ops/indexing.py	pyro/ops/einsum/torch_marginal.py	2	6	5
pyro/ops/indexing.py	pyro/ops/einsum/torch_sample.py	2	6	5
pyro/ops/integrator.py	pyro/infer/mcmc/__init__.py	2	16	7
pyro/ops/integrator.py	pyro/ops/gamma_gaussian.py	2	16	5
pyro/ops/integrator.py	examples/air/main.py	2	16	37
pyro/ops/integrator.py	examples/capture_recapture/cjs.py	2	16	9
pyro/ops/integrator.py	examples/contrib/autoname/mixture.py	2	16	22
pyro/ops/integrator.py	examples/contrib/autoname/scoping_mixture.py	2	16	22
pyro/ops/integrator.py	examples/contrib/autoname/tree_data.py	2	16	21
pyro/ops/integrator.py	examples/contrib/gp/sv-dkl.py	2	16	34
pyro/ops/integrator.py	examples/eight_schools/data.py	2	16	3
pyro/ops/integrator.py	examples/eight_schools/mcmc.py	2	16	29
pyro/ops/integrator.py	examples/eight_schools/svi.py	2	16	22
pyro/ops/integrator.py	examples/einsum.py	2	16	3
pyro/ops/integrator.py	examples/hmm.py	2	16	45
pyro/ops/integrator.py	examples/inclined_plane.py	2	16	35
pyro/ops/integrator.py	examples/lda.py	2	16	25
pyro/ops/integrator.py	examples/lkj.py	2	16	20
pyro/ops/integrator.py	examples/minipyro.py	2	16	26
pyro/ops/integrator.py	examples/mixed_hmm/experiment.py	2	16	3
pyro/ops/integrator.py	examples/mixed_hmm/model.py	2	16	4
pyro/ops/integrator.py	examples/mixed_hmm/seal_data.py	2	16	5
pyro/ops/integrator.py	examples/rsa/schelling.py	2	16	19
pyro/ops/integrator.py	examples/rsa/schelling_false.py	2	16	19
pyro/ops/integrator.py	examples/rsa/search_inference.py	2	16	9
pyro/ops/integrator.py	examples/sparse_gamma_def.py	2	16	28
pyro/ops/integrator.py	profiler/distributions.py	2	16	11
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pyro/ops/integrator.py	pyro/contrib/__init__.py	2	16	17
pyro/ops/integrator.py	pyro/contrib/autoname/__init__.py	2	16	5
pyro/ops/integrator.py	pyro/contrib/autoname/named.py	2	16	5
pyro/ops/integrator.py	pyro/contrib/bnn/__init__.py	2	16	3
pyro/ops/integrator.py	pyro/contrib/bnn/hidden_layer.py	2	16	3
pyro/ops/integrator.py	pyro/contrib/bnn/utils.py	2	16	3
pyro/ops/integrator.py	pyro/contrib/easyguide/__init__.py	2	16	3
pyro/ops/integrator.py	pyro/contrib/easyguide/easyguide.py	2	16	9
pyro/ops/integrator.py	pyro/contrib/examples/util.py	2	16	9
pyro/ops/integrator.py	pyro/contrib/gp/kernels/__init__.py	2	16	12
pyro/ops/integrator.py	pyro/contrib/gp/kernels/brownian.py	2	16	12
pyro/ops/integrator.py	pyro/contrib/gp/kernels/coregionalize.py	2	16	9
pyro/ops/integrator.py	pyro/contrib/gp/kernels/dot_product.py	2	16	13
pyro/ops/integrator.py	pyro/contrib/gp/kernels/kernel.py	2	16	22
pyro/ops/integrator.py	pyro/contrib/gp/kernels/periodic.py	2	16	12
pyro/ops/integrator.py	pyro/contrib/gp/kernels/static.py	2	16	13
pyro/ops/integrator.py	pyro/contrib/gp/likelihoods/__init__.py	2	16	8
pyro/ops/integrator.py	pyro/contrib/gp/likelihoods/binary.py	2	16	17
pyro/ops/integrator.py	pyro/contrib/gp/likelihoods/gaussian.py	2	16	18
pyro/ops/integrator.py	pyro/contrib/gp/likelihoods/likelihood.py	2	16	12
pyro/ops/integrator.py	pyro/contrib/gp/likelihoods/multi_class.py	2	16	15
pyro/ops/integrator.py	pyro/contrib/gp/likelihoods/poisson.py	2	16	11
pyro/ops/integrator.py	pyro/contrib/gp/models/__init__.py	2	16	11
pyro/ops/integrator.py	pyro/contrib/gp/models/gplvm.py	2	16	12
pyro/ops/integrator.py	pyro/contrib/gp/models/gpr.py	2	16	27
pyro/ops/integrator.py	pyro/contrib/gp/models/model.py	2	16	24
pyro/ops/integrator.py	pyro/contrib/gp/models/sgpr.py	2	16	32
pyro/ops/integrator.py	pyro/contrib/gp/models/vgp.py	2	16	21
pyro/ops/integrator.py	pyro/contrib/gp/models/vsgp.py	2	16	11
pyro/ops/integrator.py	pyro/contrib/gp/parameterized.py	2	16	8
pyro/ops/integrator.py	pyro/contrib/gp/util.py	2	16	19
pyro/ops/integrator.py	pyro/contrib/minipyro.py	2	16	17
pyro/ops/integrator.py	pyro/contrib/oed/eig.py	2	16	17
pyro/ops/integrator.py	pyro/contrib/oed/util.py	2	16	8
pyro/ops/integrator.py	pyro/contrib/tracking/__init__.py	2	16	3
pyro/ops/integrator.py	pyro/contrib/tracking/assignment.py	2	16	9
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pyro/ops/integrator.py	pyro/contrib/tracking/hashing.py	2	16	8
pyro/ops/integrator.py	pyro/contrib/util.py	2	16	6
pyro/ops/integrator.py	pyro/distributions/__init__.py	2	16	114
pyro/ops/integrator.py	pyro/distributions/avf_mvn.py	2	16	6
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pyro/ops/integrator.py	pyro/distributions/delta.py	2	16	44
pyro/ops/integrator.py	pyro/distributions/diag_normal_mixture.py	2	16	8
pyro/ops/integrator.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	16	9
pyro/ops/integrator.py	pyro/distributions/empirical.py	2	16	13
pyro/ops/integrator.py	pyro/distributions/gaussian_scale_mixture.py	2	16	9
pyro/ops/integrator.py	pyro/distributions/hmm.py	2	16	30
pyro/ops/integrator.py	pyro/distributions/inverse_gamma.py	2	16	6
pyro/ops/integrator.py	pyro/distributions/lkj.py	2	16	10
pyro/ops/integrator.py	pyro/distributions/mixture.py	2	16	8
pyro/ops/integrator.py	pyro/distributions/omt_mvn.py	2	16	18
pyro/ops/integrator.py	pyro/distributions/rejector.py	2	16	10
pyro/ops/integrator.py	pyro/distributions/relaxed_straight_through.py	2	16	8
pyro/ops/integrator.py	pyro/distributions/score_parts.py	2	16	7
pyro/ops/integrator.py	pyro/distributions/spanning_tree.py	2	16	7
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pyro/ops/integrator.py	pyro/distributions/testing/naive_dirichlet.py	2	16	7
pyro/ops/integrator.py	pyro/distributions/testing/rejection_exponential.py	2	16	9
pyro/ops/integrator.py	pyro/distributions/testing/rejection_gamma.py	2	16	19
pyro/ops/integrator.py	pyro/distributions/torch_patch.py	2	16	27
pyro/ops/integrator.py	pyro/distributions/torch_transform.py	2	16	7
pyro/ops/integrator.py	pyro/distributions/transforms/affine_coupling.py	2	16	13
pyro/ops/integrator.py	pyro/distributions/transforms/block_autoregressive.py	2	16	12
pyro/ops/integrator.py	pyro/distributions/transforms/householder.py	2	16	11
pyro/ops/integrator.py	pyro/distributions/transforms/permute.py	2	16	13
pyro/ops/integrator.py	pyro/distributions/transforms/planar.py	2	16	16
pyro/ops/integrator.py	pyro/distributions/transforms/polynomial.py	2	16	9
pyro/ops/integrator.py	pyro/distributions/transforms/radial.py	2	16	15
pyro/ops/integrator.py	pyro/distributions/transforms/sylvester.py	2	16	12
pyro/ops/integrator.py	pyro/distributions/transforms/utils.py	2	16	3
pyro/ops/integrator.py	pyro/distributions/von_mises_3d.py	2	16	4
pyro/ops/integrator.py	pyro/generic.py	2	16	7
pyro/ops/integrator.py	pyro/infer/__init__.py	2	16	44
pyro/ops/integrator.py	pyro/infer/abstract_infer.py	2	16	64
pyro/ops/integrator.py	pyro/infer/csis.py	2	16	5
pyro/ops/integrator.py	pyro/infer/discrete.py	2	16	11
pyro/ops/integrator.py	pyro/infer/elbo.py	2	16	27
pyro/ops/integrator.py	pyro/infer/enum.py	2	16	32
pyro/ops/integrator.py	pyro/infer/importance.py	2	16	33
pyro/ops/integrator.py	pyro/infer/mcmc/mcmc_kernel.py	2	16	5
pyro/ops/integrator.py	pyro/infer/mcmc/util.py	2	16	35
pyro/ops/integrator.py	pyro/infer/renyi_elbo.py	2	16	14
pyro/ops/integrator.py	pyro/infer/svi.py	2	16	28
pyro/ops/integrator.py	pyro/infer/trace_elbo.py	2	16	59
pyro/ops/integrator.py	pyro/infer/trace_mean_field_elbo.py	2	16	10
pyro/ops/integrator.py	pyro/infer/trace_mmd.py	2	16	6
pyro/ops/integrator.py	pyro/infer/trace_tail_adaptive_elbo.py	2	16	5
pyro/ops/integrator.py	pyro/infer/traceenum_elbo.py	2	16	64
pyro/ops/integrator.py	pyro/infer/tracegraph_elbo.py	2	16	70
pyro/ops/integrator.py	pyro/logger.py	2	16	3
pyro/ops/integrator.py	pyro/nn/__init__.py	2	16	16
pyro/ops/integrator.py	pyro/nn/dense_nn.py	2	16	6
pyro/ops/integrator.py	pyro/ops/contract.py	2	16	21
pyro/ops/integrator.py	pyro/ops/einsum/__init__.py	2	16	13
pyro/ops/integrator.py	pyro/ops/einsum/adjoint.py	2	16	7
pyro/ops/integrator.py	pyro/ops/einsum/torch_log.py	2	16	11
pyro/ops/integrator.py	pyro/ops/einsum/torch_map.py	2	16	5
pyro/ops/integrator.py	pyro/ops/einsum/torch_marginal.py	2	16	5
pyro/ops/integrator.py	pyro/ops/einsum/torch_sample.py	2	16	5
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pyro/ops/jit.py	examples/air/air.py	2	9	36
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pyro/ops/jit.py	examples/dmm/dmm.py	2	9	56
pyro/ops/jit.py	examples/rsa/semantic_parsing.py	2	9	20
pyro/ops/jit.py	examples/vae/ss_vae_M2.py	2	9	34
pyro/ops/jit.py	examples/vae/utils/custom_mlp.py	2	9	6
pyro/ops/jit.py	examples/vae/vae.py	2	9	29
pyro/ops/jit.py	examples/vae/vae_comparison.py	2	9	29
pyro/ops/jit.py	pyro/contrib/autoname/scoping.py	2	9	6
pyro/ops/jit.py	pyro/contrib/conjugate/infer.py	2	9	4
pyro/ops/jit.py	pyro/contrib/oed/glmm/guides.py	2	9	3
pyro/ops/jit.py	pyro/contrib/oed/search.py	2	9	4
pyro/ops/jit.py	pyro/contrib/tracking/dynamic_models.py	2	9	7
pyro/ops/jit.py	pyro/contrib/tracking/extended_kalman_filter.py	2	9	8
pyro/ops/jit.py	pyro/contrib/tracking/measurements.py	2	9	5
pyro/ops/jit.py	pyro/distributions/conditional.py	2	9	5
pyro/ops/jit.py	pyro/distributions/multivariate_studentt.py	2	9	5
pyro/ops/jit.py	pyro/distributions/transforms/affine_autoregressive.py	2	9	11
pyro/ops/jit.py	pyro/distributions/transforms/batchnorm.py	2	9	7
pyro/ops/jit.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	9	5
pyro/ops/jit.py	pyro/distributions/transforms/neural_autoregressive.py	2	9	10
pyro/ops/jit.py	pyro/distributions/unit.py	2	9	3
pyro/ops/jit.py	pyro/distributions/zero_inflated.py	2	9	8
pyro/ops/jit.py	pyro/infer/autoguide/initialization.py	2	9	7
pyro/ops/jit.py	pyro/infer/mcmc/adaptation.py	2	9	11
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pyro/ops/jit.py	pyro/infer/rws.py	2	9	4
pyro/ops/jit.py	pyro/infer/svgd.py	2	9	7
pyro/ops/jit.py	examples/air/main.py	2	9	37
pyro/ops/jit.py	examples/capture_recapture/cjs.py	2	9	9
pyro/ops/jit.py	examples/contrib/autoname/mixture.py	2	9	22
pyro/ops/jit.py	examples/contrib/autoname/scoping_mixture.py	2	9	22
pyro/ops/jit.py	examples/contrib/autoname/tree_data.py	2	9	21
pyro/ops/jit.py	examples/eight_schools/data.py	2	9	3
pyro/ops/jit.py	examples/eight_schools/svi.py	2	9	22
pyro/ops/jit.py	examples/einsum.py	2	9	3
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pyro/ops/jit.py	examples/lda.py	2	9	25
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pyro/ops/jit.py	examples/minipyro.py	2	9	26
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pyro/ops/jit.py	examples/mixed_hmm/model.py	2	9	4
pyro/ops/jit.py	examples/mixed_hmm/seal_data.py	2	9	5
pyro/ops/jit.py	examples/rsa/schelling.py	2	9	19
pyro/ops/jit.py	examples/rsa/schelling_false.py	2	9	19
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pyro/ops/jit.py	pyro/__init__.py	2	9	176
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pyro/ops/jit.py	pyro/contrib/bnn/__init__.py	2	9	3
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pyro/ops/jit.py	pyro/contrib/easyguide/__init__.py	2	9	3
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pyro/ops/jit.py	pyro/contrib/gp/models/__init__.py	2	9	11
pyro/ops/jit.py	pyro/contrib/oed/util.py	2	9	8
pyro/ops/jit.py	pyro/contrib/tracking/__init__.py	2	9	3
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pyro/ops/jit.py	pyro/distributions/testing/fakes.py	2	9	7
pyro/ops/jit.py	pyro/distributions/transforms/utils.py	2	9	3
pyro/ops/jit.py	pyro/generic.py	2	9	7
pyro/ops/jit.py	pyro/infer/mcmc/mcmc_kernel.py	2	9	5
pyro/ops/jit.py	pyro/infer/trace_tail_adaptive_elbo.py	2	9	5
pyro/ops/jit.py	pyro/logger.py	2	9	3
pyro/ops/jit.py	pyro/nn/__init__.py	2	9	16
pyro/ops/jit.py	pyro/ops/einsum/__init__.py	2	9	13
pyro/ops/jit.py	pyro/ops/einsum/adjoint.py	2	9	7
pyro/ops/jit.py	pyro/ops/einsum/torch_log.py	2	9	11
pyro/ops/jit.py	pyro/ops/einsum/torch_map.py	2	9	5
pyro/ops/jit.py	pyro/ops/einsum/torch_marginal.py	2	9	5
pyro/ops/jit.py	pyro/ops/einsum/torch_sample.py	2	9	5
pyro/ops/jit.py	pyro/ops/integrator.py	2	9	16
pyro/ops/linalg.py	examples/air/air.py	2	5	36
pyro/ops/linalg.py	examples/air/main.py	2	5	37
pyro/ops/linalg.py	examples/capture_recapture/cjs.py	2	5	9
pyro/ops/linalg.py	examples/contrib/autoname/mixture.py	2	5	22
pyro/ops/linalg.py	examples/contrib/autoname/scoping_mixture.py	2	5	22
pyro/ops/linalg.py	examples/contrib/autoname/tree_data.py	2	5	21
pyro/ops/linalg.py	examples/contrib/gp/sv-dkl.py	2	5	34
pyro/ops/linalg.py	examples/contrib/oed/gp_bayes_opt.py	2	5	9
pyro/ops/linalg.py	examples/dmm/polyphonic_data_loader.py	2	5	16
pyro/ops/linalg.py	examples/eight_schools/data.py	2	5	3
pyro/ops/linalg.py	examples/eight_schools/mcmc.py	2	5	29
pyro/ops/linalg.py	examples/eight_schools/svi.py	2	5	22
pyro/ops/linalg.py	examples/einsum.py	2	5	3
pyro/ops/linalg.py	examples/inclined_plane.py	2	5	35
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pyro/ops/linalg.py	pyro/contrib/gp/__init__.py	2	5	14
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pyro/ops/linalg.py	pyro/contrib/gp/kernels/coregionalize.py	2	5	9
pyro/ops/linalg.py	pyro/contrib/gp/kernels/dot_product.py	2	5	13
pyro/ops/linalg.py	pyro/contrib/gp/kernels/isotropic.py	2	5	14
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pyro/ops/linalg.py	pyro/contrib/gp/likelihoods/binary.py	2	5	17
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pyro/ops/linalg.py	pyro/contrib/gp/likelihoods/multi_class.py	2	5	15
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pyro/ops/linalg.py	pyro/contrib/gp/models/__init__.py	2	5	11
pyro/ops/linalg.py	pyro/contrib/gp/models/gplvm.py	2	5	12
pyro/ops/linalg.py	pyro/contrib/gp/models/gpr.py	2	5	27
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pyro/ops/linalg.py	pyro/contrib/gp/models/vgp.py	2	5	21
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pyro/ops/linalg.py	pyro/contrib/oed/eig.py	2	5	17
pyro/ops/linalg.py	pyro/contrib/tracking/__init__.py	2	5	3
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pyro/ops/linalg.py	pyro/contrib/tracking/extended_kalman_filter.py	2	5	8
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pyro/ops/linalg.py	pyro/distributions/__init__.py	2	5	114
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pyro/ops/linalg.py	pyro/distributions/torch_distribution.py	2	5	39
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pyro/ops/linalg.py	pyro/distributions/transforms/affine_coupling.py	2	5	13
pyro/ops/linalg.py	pyro/distributions/transforms/block_autoregressive.py	2	5	12
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pyro/ops/linalg.py	pyro/distributions/transforms/radial.py	2	5	15
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pyro/ops/linalg.py	pyro/distributions/von_mises_3d.py	2	5	4
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pyro/ops/linalg.py	pyro/infer/importance.py	2	5	33
pyro/ops/linalg.py	pyro/infer/mcmc/adaptation.py	2	5	11
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pyro/ops/linalg.py	pyro/infer/mcmc/mcmc_kernel.py	2	5	5
pyro/ops/linalg.py	pyro/infer/svi.py	2	5	28
pyro/ops/linalg.py	pyro/infer/trace_elbo.py	2	5	59
pyro/ops/linalg.py	pyro/infer/trace_mean_field_elbo.py	2	5	10
pyro/ops/linalg.py	pyro/infer/trace_mmd.py	2	5	6
pyro/ops/linalg.py	pyro/infer/trace_tail_adaptive_elbo.py	2	5	5
pyro/ops/linalg.py	pyro/infer/traceenum_elbo.py	2	5	64
pyro/ops/linalg.py	pyro/logger.py	2	5	3
pyro/ops/linalg.py	pyro/nn/__init__.py	2	5	16
pyro/ops/linalg.py	pyro/nn/auto_reg_nn.py	2	5	25
pyro/ops/linalg.py	pyro/nn/dense_nn.py	2	5	6
pyro/ops/linalg.py	pyro/ops/dual_averaging.py	2	5	7
pyro/ops/linalg.py	pyro/ops/einsum/__init__.py	2	5	13
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pyro/ops/linalg.py	pyro/ops/einsum/torch_log.py	2	5	11
pyro/ops/linalg.py	pyro/ops/einsum/torch_map.py	2	5	5
pyro/ops/linalg.py	pyro/ops/einsum/torch_marginal.py	2	5	5
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pyro/ops/newton.py	examples/air/main.py	2	9	37
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pyro/ops/newton.py	examples/contrib/autoname/tree_data.py	2	9	21
pyro/ops/newton.py	examples/contrib/gp/sv-dkl.py	2	9	34
pyro/ops/newton.py	examples/contrib/oed/gp_bayes_opt.py	2	9	9
pyro/ops/newton.py	examples/eight_schools/data.py	2	9	3
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pyro/ops/newton.py	examples/lda.py	2	9	25
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pyro/ops/newton.py	examples/minipyro.py	2	9	26
pyro/ops/newton.py	examples/mixed_hmm/experiment.py	2	9	3
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pyro/ops/newton.py	examples/mixed_hmm/seal_data.py	2	9	5
pyro/ops/newton.py	examples/rsa/schelling.py	2	9	19
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pyro/ops/newton.py	pyro/__init__.py	2	9	176
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pyro/ops/newton.py	pyro/contrib/bnn/__init__.py	2	9	3
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pyro/ops/newton.py	pyro/contrib/easyguide/__init__.py	2	9	3
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pyro/ops/newton.py	pyro/contrib/gp/__init__.py	2	9	14
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pyro/ops/newton.py	pyro/contrib/gp/kernels/brownian.py	2	9	12
pyro/ops/newton.py	pyro/contrib/gp/kernels/coregionalize.py	2	9	9
pyro/ops/newton.py	pyro/contrib/gp/kernels/dot_product.py	2	9	13
pyro/ops/newton.py	pyro/contrib/gp/kernels/isotropic.py	2	9	14
pyro/ops/newton.py	pyro/contrib/gp/kernels/kernel.py	2	9	22
pyro/ops/newton.py	pyro/contrib/gp/kernels/periodic.py	2	9	12
pyro/ops/newton.py	pyro/contrib/gp/kernels/static.py	2	9	13
pyro/ops/newton.py	pyro/contrib/gp/likelihoods/__init__.py	2	9	8
pyro/ops/newton.py	pyro/contrib/gp/likelihoods/binary.py	2	9	17
pyro/ops/newton.py	pyro/contrib/gp/likelihoods/gaussian.py	2	9	18
pyro/ops/newton.py	pyro/contrib/gp/likelihoods/likelihood.py	2	9	12
pyro/ops/newton.py	pyro/contrib/gp/likelihoods/multi_class.py	2	9	15
pyro/ops/newton.py	pyro/contrib/gp/likelihoods/poisson.py	2	9	11
pyro/ops/newton.py	pyro/contrib/gp/models/__init__.py	2	9	11
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pyro/ops/newton.py	pyro/contrib/gp/models/model.py	2	9	24
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pyro/ops/newton.py	pyro/contrib/minipyro.py	2	9	17
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pyro/ops/newton.py	pyro/contrib/tracking/__init__.py	2	9	3
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pyro/ops/newton.py	pyro/distributions/__init__.py	2	9	114
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pyro/ops/newton.py	pyro/distributions/diag_normal_mixture.py	2	9	8
pyro/ops/newton.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	9	9
pyro/ops/newton.py	pyro/distributions/distribution.py	2	9	44
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pyro/ops/newton.py	pyro/distributions/relaxed_straight_through.py	2	9	8
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pyro/ops/newton.py	pyro/distributions/torch.py	2	9	40
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pyro/ops/newton.py	pyro/distributions/transforms/affine_coupling.py	2	9	13
pyro/ops/newton.py	pyro/distributions/transforms/block_autoregressive.py	2	9	12
pyro/ops/newton.py	pyro/distributions/transforms/householder.py	2	9	11
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pyro/ops/newton.py	pyro/distributions/transforms/planar.py	2	9	16
pyro/ops/newton.py	pyro/distributions/transforms/polynomial.py	2	9	9
pyro/ops/newton.py	pyro/distributions/transforms/radial.py	2	9	15
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pyro/ops/newton.py	pyro/infer/abstract_infer.py	2	9	64
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pyro/ops/newton.py	pyro/infer/enum.py	2	9	32
pyro/ops/newton.py	pyro/infer/importance.py	2	9	33
pyro/ops/newton.py	pyro/infer/mcmc/api.py	2	9	24
pyro/ops/newton.py	pyro/infer/mcmc/hmc.py	2	9	77
pyro/ops/newton.py	pyro/infer/mcmc/mcmc_kernel.py	2	9	5
pyro/ops/newton.py	pyro/infer/mcmc/nuts.py	2	9	59
pyro/ops/newton.py	pyro/infer/renyi_elbo.py	2	9	14
pyro/ops/newton.py	pyro/infer/svi.py	2	9	28
pyro/ops/newton.py	pyro/infer/trace_elbo.py	2	9	59
pyro/ops/newton.py	pyro/infer/trace_mean_field_elbo.py	2	9	10
pyro/ops/newton.py	pyro/infer/trace_mmd.py	2	9	6
pyro/ops/newton.py	pyro/infer/trace_tail_adaptive_elbo.py	2	9	5
pyro/ops/newton.py	pyro/infer/traceenum_elbo.py	2	9	64
pyro/ops/newton.py	pyro/infer/tracegraph_elbo.py	2	9	70
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pyro/ops/newton.py	pyro/nn/auto_reg_nn.py	2	9	25
pyro/ops/newton.py	pyro/nn/dense_nn.py	2	9	6
pyro/ops/newton.py	pyro/ops/contract.py	2	9	21
pyro/ops/newton.py	pyro/ops/einsum/__init__.py	2	9	13
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pyro/ops/newton.py	pyro/ops/einsum/torch_log.py	2	9	11
pyro/ops/newton.py	pyro/ops/einsum/torch_map.py	2	9	5
pyro/ops/newton.py	pyro/ops/einsum/torch_marginal.py	2	9	5
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pyro/ops/newton.py	pyro/ops/jit.py	2	9	9
pyro/ops/packed.py	examples/air/air.py	2	10	36
pyro/ops/packed.py	examples/air/main.py	2	10	37
pyro/ops/packed.py	examples/contrib/autoname/mixture.py	2	10	22
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pyro/ops/packed.py	examples/contrib/autoname/tree_data.py	2	10	21
pyro/ops/packed.py	examples/contrib/gp/sv-dkl.py	2	10	34
pyro/ops/packed.py	examples/contrib/oed/gp_bayes_opt.py	2	10	9
pyro/ops/packed.py	examples/dmm/polyphonic_data_loader.py	2	10	16
pyro/ops/packed.py	examples/eight_schools/data.py	2	10	3
pyro/ops/packed.py	examples/eight_schools/mcmc.py	2	10	29
pyro/ops/packed.py	examples/eight_schools/svi.py	2	10	22
pyro/ops/packed.py	examples/einsum.py	2	10	3
pyro/ops/packed.py	examples/inclined_plane.py	2	10	35
pyro/ops/packed.py	examples/lda.py	2	10	25
pyro/ops/packed.py	examples/minipyro.py	2	10	26
pyro/ops/packed.py	examples/mixed_hmm/experiment.py	2	10	3
pyro/ops/packed.py	examples/mixed_hmm/model.py	2	10	4
pyro/ops/packed.py	examples/mixed_hmm/seal_data.py	2	10	5
pyro/ops/packed.py	examples/rsa/schelling.py	2	10	19
pyro/ops/packed.py	examples/rsa/schelling_false.py	2	10	19
pyro/ops/packed.py	examples/rsa/search_inference.py	2	10	9
pyro/ops/packed.py	examples/sparse_gamma_def.py	2	10	28
pyro/ops/packed.py	examples/sparse_regression.py	2	10	18
pyro/ops/packed.py	examples/vae/ss_vae_M2.py	2	10	34
pyro/ops/packed.py	examples/vae/vae.py	2	10	29
pyro/ops/packed.py	profiler/distributions.py	2	10	11
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pyro/ops/packed.py	pyro/contrib/__init__.py	2	10	17
pyro/ops/packed.py	pyro/contrib/autoname/__init__.py	2	10	5
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pyro/ops/packed.py	pyro/contrib/bnn/__init__.py	2	10	3
pyro/ops/packed.py	pyro/contrib/bnn/hidden_layer.py	2	10	3
pyro/ops/packed.py	pyro/contrib/bnn/utils.py	2	10	3
pyro/ops/packed.py	pyro/contrib/easyguide/__init__.py	2	10	3
pyro/ops/packed.py	pyro/contrib/easyguide/easyguide.py	2	10	9
pyro/ops/packed.py	pyro/contrib/examples/util.py	2	10	9
pyro/ops/packed.py	pyro/contrib/gp/__init__.py	2	10	14
pyro/ops/packed.py	pyro/contrib/gp/kernels/__init__.py	2	10	12
pyro/ops/packed.py	pyro/contrib/gp/kernels/brownian.py	2	10	12
pyro/ops/packed.py	pyro/contrib/gp/kernels/coregionalize.py	2	10	9
pyro/ops/packed.py	pyro/contrib/gp/kernels/dot_product.py	2	10	13
pyro/ops/packed.py	pyro/contrib/gp/kernels/isotropic.py	2	10	14
pyro/ops/packed.py	pyro/contrib/gp/kernels/kernel.py	2	10	22
pyro/ops/packed.py	pyro/contrib/gp/kernels/periodic.py	2	10	12
pyro/ops/packed.py	pyro/contrib/gp/kernels/static.py	2	10	13
pyro/ops/packed.py	pyro/contrib/gp/likelihoods/__init__.py	2	10	8
pyro/ops/packed.py	pyro/contrib/gp/likelihoods/binary.py	2	10	17
pyro/ops/packed.py	pyro/contrib/gp/likelihoods/gaussian.py	2	10	18
pyro/ops/packed.py	pyro/contrib/gp/likelihoods/likelihood.py	2	10	12
pyro/ops/packed.py	pyro/contrib/gp/likelihoods/multi_class.py	2	10	15
pyro/ops/packed.py	pyro/contrib/gp/likelihoods/poisson.py	2	10	11
pyro/ops/packed.py	pyro/contrib/gp/models/__init__.py	2	10	11
pyro/ops/packed.py	pyro/contrib/gp/models/gplvm.py	2	10	12
pyro/ops/packed.py	pyro/contrib/gp/models/gpr.py	2	10	27
pyro/ops/packed.py	pyro/contrib/gp/models/model.py	2	10	24
pyro/ops/packed.py	pyro/contrib/gp/models/sgpr.py	2	10	32
pyro/ops/packed.py	pyro/contrib/gp/models/vgp.py	2	10	21
pyro/ops/packed.py	pyro/contrib/gp/models/vsgp.py	2	10	11
pyro/ops/packed.py	pyro/contrib/gp/parameterized.py	2	10	8
pyro/ops/packed.py	pyro/contrib/gp/util.py	2	10	19
pyro/ops/packed.py	pyro/contrib/oed/eig.py	2	10	17
pyro/ops/packed.py	pyro/contrib/oed/util.py	2	10	8
pyro/ops/packed.py	pyro/contrib/tracking/__init__.py	2	10	3
pyro/ops/packed.py	pyro/contrib/tracking/dynamic_models.py	2	10	7
pyro/ops/packed.py	pyro/contrib/tracking/extended_kalman_filter.py	2	10	8
pyro/ops/packed.py	pyro/contrib/tracking/hashing.py	2	10	8
pyro/ops/packed.py	pyro/contrib/tracking/measurements.py	2	10	5
pyro/ops/packed.py	pyro/contrib/util.py	2	10	6
pyro/ops/packed.py	pyro/distributions/__init__.py	2	10	114
pyro/ops/packed.py	pyro/distributions/distribution.py	2	10	44
pyro/ops/packed.py	pyro/distributions/empirical.py	2	10	13
pyro/ops/packed.py	pyro/distributions/gaussian_scale_mixture.py	2	10	9
pyro/ops/packed.py	pyro/distributions/hmm.py	2	10	30
pyro/ops/packed.py	pyro/distributions/inverse_gamma.py	2	10	6
pyro/ops/packed.py	pyro/distributions/testing/fakes.py	2	10	7
pyro/ops/packed.py	pyro/distributions/testing/naive_dirichlet.py	2	10	7
pyro/ops/packed.py	pyro/distributions/testing/rejection_exponential.py	2	10	9
pyro/ops/packed.py	pyro/distributions/torch.py	2	10	40
pyro/ops/packed.py	pyro/distributions/torch_transform.py	2	10	7
pyro/ops/packed.py	pyro/distributions/transforms/affine_coupling.py	2	10	13
pyro/ops/packed.py	pyro/distributions/transforms/householder.py	2	10	11
pyro/ops/packed.py	pyro/distributions/transforms/permute.py	2	10	13
pyro/ops/packed.py	pyro/distributions/transforms/planar.py	2	10	16
pyro/ops/packed.py	pyro/distributions/transforms/polynomial.py	2	10	9
pyro/ops/packed.py	pyro/distributions/transforms/radial.py	2	10	15
pyro/ops/packed.py	pyro/distributions/transforms/sylvester.py	2	10	12
pyro/ops/packed.py	pyro/distributions/transforms/utils.py	2	10	3
pyro/ops/packed.py	pyro/distributions/von_mises_3d.py	2	10	4
pyro/ops/packed.py	pyro/generic.py	2	10	7
pyro/ops/packed.py	pyro/infer/__init__.py	2	10	44
pyro/ops/packed.py	pyro/infer/csis.py	2	10	5
pyro/ops/packed.py	pyro/infer/discrete.py	2	10	11
pyro/ops/packed.py	pyro/infer/elbo.py	2	10	27
pyro/ops/packed.py	pyro/infer/enum.py	2	10	32
pyro/ops/packed.py	pyro/infer/importance.py	2	10	33
pyro/ops/packed.py	pyro/infer/mcmc/adaptation.py	2	10	11
pyro/ops/packed.py	pyro/infer/mcmc/api.py	2	10	24
pyro/ops/packed.py	pyro/infer/mcmc/mcmc_kernel.py	2	10	5
pyro/ops/packed.py	pyro/infer/svi.py	2	10	28
pyro/ops/packed.py	pyro/infer/trace_elbo.py	2	10	59
pyro/ops/packed.py	pyro/infer/trace_mean_field_elbo.py	2	10	10
pyro/ops/packed.py	pyro/infer/trace_mmd.py	2	10	6
pyro/ops/packed.py	pyro/infer/trace_tail_adaptive_elbo.py	2	10	5
pyro/ops/packed.py	pyro/logger.py	2	10	3
pyro/ops/packed.py	pyro/nn/__init__.py	2	10	16
pyro/ops/packed.py	pyro/nn/auto_reg_nn.py	2	10	25
pyro/ops/packed.py	pyro/nn/dense_nn.py	2	10	6
pyro/ops/packed.py	pyro/ops/dual_averaging.py	2	10	7
pyro/ops/packed.py	pyro/ops/einsum/__init__.py	2	10	13
pyro/ops/packed.py	pyro/ops/integrator.py	2	10	16
pyro/ops/packed.py	pyro/ops/jit.py	2	10	9
pyro/ops/packed.py	pyro/ops/newton.py	2	10	9
pyro/ops/rings.py	examples/air/air.py	2	10	36
pyro/ops/rings.py	examples/air/modules.py	2	10	6
pyro/ops/rings.py	examples/dmm/dmm.py	2	10	56
pyro/ops/rings.py	examples/rsa/semantic_parsing.py	2	10	20
pyro/ops/rings.py	examples/vae/ss_vae_M2.py	2	10	34
pyro/ops/rings.py	examples/vae/utils/custom_mlp.py	2	10	6
pyro/ops/rings.py	examples/vae/utils/mnist_cached.py	2	10	9
pyro/ops/rings.py	examples/vae/vae.py	2	10	29
pyro/ops/rings.py	pyro/contrib/autoname/scoping.py	2	10	6
pyro/ops/rings.py	pyro/contrib/conjugate/infer.py	2	10	4
pyro/ops/rings.py	pyro/contrib/oed/glmm/guides.py	2	10	3
pyro/ops/rings.py	pyro/contrib/tracking/extended_kalman_filter.py	2	10	8
pyro/ops/rings.py	pyro/distributions/conditional.py	2	10	5
pyro/ops/rings.py	pyro/distributions/multivariate_studentt.py	2	10	5
pyro/ops/rings.py	pyro/distributions/transforms/affine_autoregressive.py	2	10	11
pyro/ops/rings.py	pyro/distributions/transforms/batchnorm.py	2	10	7
pyro/ops/rings.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	10	5
pyro/ops/rings.py	pyro/distributions/transforms/neural_autoregressive.py	2	10	10
pyro/ops/rings.py	pyro/distributions/unit.py	2	10	3
pyro/ops/rings.py	pyro/distributions/zero_inflated.py	2	10	8
pyro/ops/rings.py	pyro/infer/autoguide/initialization.py	2	10	7
pyro/ops/rings.py	pyro/infer/mcmc/adaptation.py	2	10	11
pyro/ops/rings.py	pyro/infer/mcmc/logger.py	2	10	12
pyro/ops/rings.py	pyro/infer/mcmc/util.py	2	10	35
pyro/ops/rings.py	pyro/infer/rws.py	2	10	4
pyro/ops/rings.py	pyro/infer/svgd.py	2	10	7
pyro/ops/rings.py	examples/air/main.py	2	10	37
pyro/ops/rings.py	examples/capture_recapture/cjs.py	2	10	9
pyro/ops/rings.py	examples/contrib/autoname/mixture.py	2	10	22
pyro/ops/rings.py	examples/contrib/autoname/scoping_mixture.py	2	10	22
pyro/ops/rings.py	examples/contrib/autoname/tree_data.py	2	10	21
pyro/ops/rings.py	examples/dmm/polyphonic_data_loader.py	2	10	16
pyro/ops/rings.py	examples/eight_schools/data.py	2	10	3
pyro/ops/rings.py	examples/eight_schools/mcmc.py	2	10	29
pyro/ops/rings.py	examples/eight_schools/svi.py	2	10	22
pyro/ops/rings.py	examples/inclined_plane.py	2	10	35
pyro/ops/rings.py	examples/lda.py	2	10	25
pyro/ops/rings.py	examples/lkj.py	2	10	20
pyro/ops/rings.py	examples/minipyro.py	2	10	26
pyro/ops/rings.py	examples/mixed_hmm/experiment.py	2	10	3
pyro/ops/rings.py	examples/mixed_hmm/model.py	2	10	4
pyro/ops/rings.py	examples/rsa/schelling.py	2	10	19
pyro/ops/rings.py	examples/rsa/schelling_false.py	2	10	19
pyro/ops/rings.py	profiler/distributions.py	2	10	11
pyro/ops/rings.py	pyro/__init__.py	2	10	176
pyro/ops/rings.py	pyro/contrib/__init__.py	2	10	17
pyro/ops/rings.py	pyro/contrib/autoname/__init__.py	2	10	5
pyro/ops/rings.py	pyro/contrib/bnn/__init__.py	2	10	3
pyro/ops/rings.py	pyro/contrib/bnn/hidden_layer.py	2	10	3
pyro/ops/rings.py	pyro/contrib/bnn/utils.py	2	10	3
pyro/ops/rings.py	pyro/contrib/easyguide/__init__.py	2	10	3
pyro/ops/rings.py	pyro/contrib/examples/util.py	2	10	9
pyro/ops/rings.py	pyro/contrib/gp/__init__.py	2	10	14
pyro/ops/rings.py	pyro/contrib/gp/kernels/__init__.py	2	10	12
pyro/ops/rings.py	pyro/contrib/gp/likelihoods/__init__.py	2	10	8
pyro/ops/rings.py	pyro/contrib/gp/models/__init__.py	2	10	11
pyro/ops/rings.py	pyro/contrib/gp/util.py	2	10	19
pyro/ops/rings.py	pyro/contrib/oed/util.py	2	10	8
pyro/ops/rings.py	pyro/contrib/tracking/__init__.py	2	10	3
pyro/ops/rings.py	pyro/contrib/util.py	2	10	6
pyro/ops/rings.py	pyro/distributions/__init__.py	2	10	114
pyro/ops/rings.py	pyro/distributions/rejector.py	2	10	10
pyro/ops/rings.py	pyro/distributions/score_parts.py	2	10	7
pyro/ops/rings.py	pyro/distributions/testing/fakes.py	2	10	7
pyro/ops/rings.py	pyro/distributions/torch_patch.py	2	10	27
pyro/ops/rings.py	pyro/distributions/transforms/utils.py	2	10	3
pyro/ops/rings.py	pyro/generic.py	2	10	7
pyro/ops/rings.py	pyro/infer/__init__.py	2	10	44
pyro/ops/rings.py	pyro/infer/trace_elbo.py	2	10	59
pyro/ops/rings.py	pyro/infer/trace_tail_adaptive_elbo.py	2	10	5
pyro/ops/rings.py	pyro/infer/tracegraph_elbo.py	2	10	70
pyro/ops/rings.py	pyro/logger.py	2	10	3
pyro/ops/rings.py	pyro/nn/__init__.py	2	10	16
pyro/ops/rings.py	pyro/ops/einsum/__init__.py	2	10	13
pyro/ops/rings.py	pyro/ops/integrator.py	2	10	16
pyro/ops/rings.py	pyro/ops/linalg.py	2	10	5
pyro/ops/rings.py	pyro/ops/newton.py	2	10	9
pyro/ops/special.py	pyro/contrib/epidemiology/compartmental.py	2	2	33
pyro/ops/special.py	pyro/contrib/epidemiology/distributions.py	2	2	9
pyro/ops/special.py	pyro/distributions/conjugate.py	2	2	13
pyro/ops/ssm_gp.py	pyro/contrib/timeseries/base.py	2	6	5
pyro/ops/ssm_gp.py	pyro/nn/__init__.py	2	6	16
pyro/ops/ssm_gp.py	pyro/nn/module.py	2	6	20
pyro/ops/stats.py	pyro/contrib/forecast/forecaster.py	2	17	14
pyro/ops/stats.py	pyro/contrib/forecast/evaluate.py	2	17	8
pyro/ops/stats.py	pyro/infer/autoguide/guides.py	2	17	18
pyro/ops/stats.py	examples/air/air.py	2	17	36
pyro/ops/stats.py	examples/air/main.py	2	17	37
pyro/ops/stats.py	examples/capture_recapture/cjs.py	2	17	9
pyro/ops/stats.py	examples/contrib/autoname/mixture.py	2	17	22
pyro/ops/stats.py	examples/contrib/autoname/scoping_mixture.py	2	17	22
pyro/ops/stats.py	examples/contrib/autoname/tree_data.py	2	17	21
pyro/ops/stats.py	examples/contrib/gp/sv-dkl.py	2	17	34
pyro/ops/stats.py	examples/contrib/oed/gp_bayes_opt.py	2	17	9
pyro/ops/stats.py	examples/dmm/polyphonic_data_loader.py	2	17	16
pyro/ops/stats.py	examples/eight_schools/data.py	2	17	3
pyro/ops/stats.py	examples/eight_schools/mcmc.py	2	17	29
pyro/ops/stats.py	examples/eight_schools/svi.py	2	17	22
pyro/ops/stats.py	examples/einsum.py	2	17	3
pyro/ops/stats.py	examples/inclined_plane.py	2	17	35
pyro/ops/stats.py	examples/lda.py	2	17	25
pyro/ops/stats.py	examples/minipyro.py	2	17	26
pyro/ops/stats.py	examples/mixed_hmm/experiment.py	2	17	3
pyro/ops/stats.py	examples/mixed_hmm/model.py	2	17	4
pyro/ops/stats.py	examples/mixed_hmm/seal_data.py	2	17	5
pyro/ops/stats.py	examples/rsa/schelling.py	2	17	19
pyro/ops/stats.py	examples/rsa/schelling_false.py	2	17	19
pyro/ops/stats.py	examples/rsa/search_inference.py	2	17	9
pyro/ops/stats.py	examples/sparse_gamma_def.py	2	17	28
pyro/ops/stats.py	examples/vae/ss_vae_M2.py	2	17	34
pyro/ops/stats.py	examples/vae/vae.py	2	17	29
pyro/ops/stats.py	profiler/distributions.py	2	17	11
pyro/ops/stats.py	profiler/profiling_utils.py	2	17	5
pyro/ops/stats.py	pyro/__init__.py	2	17	176
pyro/ops/stats.py	pyro/contrib/autoname/__init__.py	2	17	5
pyro/ops/stats.py	pyro/contrib/autoname/named.py	2	17	5
pyro/ops/stats.py	pyro/contrib/bnn/__init__.py	2	17	3
pyro/ops/stats.py	pyro/contrib/bnn/hidden_layer.py	2	17	3
pyro/ops/stats.py	pyro/contrib/bnn/utils.py	2	17	3
pyro/ops/stats.py	pyro/contrib/easyguide/__init__.py	2	17	3
pyro/ops/stats.py	pyro/contrib/easyguide/easyguide.py	2	17	9
pyro/ops/stats.py	pyro/contrib/examples/util.py	2	17	9
pyro/ops/stats.py	pyro/contrib/gp/__init__.py	2	17	14
pyro/ops/stats.py	pyro/contrib/gp/kernels/__init__.py	2	17	12
pyro/ops/stats.py	pyro/contrib/gp/kernels/brownian.py	2	17	12
pyro/ops/stats.py	pyro/contrib/gp/kernels/coregionalize.py	2	17	9
pyro/ops/stats.py	pyro/contrib/gp/kernels/dot_product.py	2	17	13
pyro/ops/stats.py	pyro/contrib/gp/kernels/isotropic.py	2	17	14
pyro/ops/stats.py	pyro/contrib/gp/kernels/kernel.py	2	17	22
pyro/ops/stats.py	pyro/contrib/gp/kernels/periodic.py	2	17	12
pyro/ops/stats.py	pyro/contrib/gp/kernels/static.py	2	17	13
pyro/ops/stats.py	pyro/contrib/gp/likelihoods/__init__.py	2	17	8
pyro/ops/stats.py	pyro/contrib/gp/likelihoods/binary.py	2	17	17
pyro/ops/stats.py	pyro/contrib/gp/likelihoods/gaussian.py	2	17	18
pyro/ops/stats.py	pyro/contrib/gp/likelihoods/likelihood.py	2	17	12
pyro/ops/stats.py	pyro/contrib/gp/likelihoods/multi_class.py	2	17	15
pyro/ops/stats.py	pyro/contrib/gp/likelihoods/poisson.py	2	17	11
pyro/ops/stats.py	pyro/contrib/gp/models/__init__.py	2	17	11
pyro/ops/stats.py	pyro/contrib/gp/models/gplvm.py	2	17	12
pyro/ops/stats.py	pyro/contrib/gp/models/gpr.py	2	17	27
pyro/ops/stats.py	pyro/contrib/gp/models/model.py	2	17	24
pyro/ops/stats.py	pyro/contrib/gp/models/sgpr.py	2	17	32
pyro/ops/stats.py	pyro/contrib/gp/models/vgp.py	2	17	21
pyro/ops/stats.py	pyro/contrib/gp/models/vsgp.py	2	17	11
pyro/ops/stats.py	pyro/contrib/gp/parameterized.py	2	17	8
pyro/ops/stats.py	pyro/contrib/gp/util.py	2	17	19
pyro/ops/stats.py	pyro/contrib/oed/eig.py	2	17	17
pyro/ops/stats.py	pyro/contrib/oed/util.py	2	17	8
pyro/ops/stats.py	pyro/contrib/tracking/__init__.py	2	17	3
pyro/ops/stats.py	pyro/contrib/tracking/dynamic_models.py	2	17	7
pyro/ops/stats.py	pyro/contrib/tracking/extended_kalman_filter.py	2	17	8
pyro/ops/stats.py	pyro/contrib/tracking/hashing.py	2	17	8
pyro/ops/stats.py	pyro/contrib/tracking/measurements.py	2	17	5
pyro/ops/stats.py	pyro/contrib/util.py	2	17	6
pyro/ops/stats.py	pyro/distributions/__init__.py	2	17	114
pyro/ops/stats.py	pyro/distributions/distribution.py	2	17	44
pyro/ops/stats.py	pyro/distributions/empirical.py	2	17	13
pyro/ops/stats.py	pyro/distributions/hmm.py	2	17	30
pyro/ops/stats.py	pyro/distributions/inverse_gamma.py	2	17	6
pyro/ops/stats.py	pyro/distributions/mixture.py	2	17	8
pyro/ops/stats.py	pyro/distributions/rejector.py	2	17	10
pyro/ops/stats.py	pyro/distributions/score_parts.py	2	17	7
pyro/ops/stats.py	pyro/distributions/testing/fakes.py	2	17	7
pyro/ops/stats.py	pyro/distributions/testing/naive_dirichlet.py	2	17	7
pyro/ops/stats.py	pyro/distributions/testing/rejection_exponential.py	2	17	9
pyro/ops/stats.py	pyro/distributions/torch.py	2	17	40
pyro/ops/stats.py	pyro/distributions/torch_distribution.py	2	17	39
pyro/ops/stats.py	pyro/distributions/torch_patch.py	2	17	27
pyro/ops/stats.py	pyro/distributions/torch_transform.py	2	17	7
pyro/ops/stats.py	pyro/distributions/transforms/affine_coupling.py	2	17	13
pyro/ops/stats.py	pyro/distributions/transforms/block_autoregressive.py	2	17	12
pyro/ops/stats.py	pyro/distributions/transforms/householder.py	2	17	11
pyro/ops/stats.py	pyro/distributions/transforms/permute.py	2	17	13
pyro/ops/stats.py	pyro/distributions/transforms/planar.py	2	17	16
pyro/ops/stats.py	pyro/distributions/transforms/polynomial.py	2	17	9
pyro/ops/stats.py	pyro/distributions/transforms/radial.py	2	17	15
pyro/ops/stats.py	pyro/distributions/transforms/sylvester.py	2	17	12
pyro/ops/stats.py	pyro/distributions/transforms/utils.py	2	17	3
pyro/ops/stats.py	pyro/distributions/von_mises_3d.py	2	17	4
pyro/ops/stats.py	pyro/generic.py	2	17	7
pyro/ops/stats.py	pyro/infer/__init__.py	2	17	44
pyro/ops/stats.py	pyro/infer/csis.py	2	17	5
pyro/ops/stats.py	pyro/infer/discrete.py	2	17	11
pyro/ops/stats.py	pyro/infer/enum.py	2	17	32
pyro/ops/stats.py	pyro/infer/mcmc/adaptation.py	2	17	11
pyro/ops/stats.py	pyro/infer/mcmc/logger.py	2	17	12
pyro/ops/stats.py	pyro/infer/svi.py	2	17	28
pyro/ops/stats.py	pyro/infer/trace_elbo.py	2	17	59
pyro/ops/stats.py	pyro/infer/trace_mean_field_elbo.py	2	17	10
pyro/ops/stats.py	pyro/infer/trace_mmd.py	2	17	6
pyro/ops/stats.py	pyro/infer/trace_tail_adaptive_elbo.py	2	17	5
pyro/ops/stats.py	pyro/infer/traceenum_elbo.py	2	17	64
pyro/ops/stats.py	pyro/logger.py	2	17	3
pyro/ops/stats.py	pyro/nn/__init__.py	2	17	16
pyro/ops/stats.py	pyro/nn/dense_nn.py	2	17	6
pyro/ops/stats.py	pyro/ops/dual_averaging.py	2	17	7
pyro/ops/stats.py	pyro/ops/einsum/__init__.py	2	17	13
pyro/ops/stats.py	pyro/ops/einsum/adjoint.py	2	17	7
pyro/ops/stats.py	pyro/ops/einsum/torch_log.py	2	17	11
pyro/ops/stats.py	pyro/ops/einsum/torch_map.py	2	17	5
pyro/ops/stats.py	pyro/ops/einsum/torch_marginal.py	2	17	5
pyro/ops/stats.py	pyro/ops/einsum/torch_sample.py	2	17	5
pyro/ops/stats.py	pyro/ops/einsum/util.py	2	17	4
pyro/ops/stats.py	pyro/ops/indexing.py	2	17	6
pyro/ops/stats.py	pyro/ops/integrator.py	2	17	16
pyro/ops/stats.py	pyro/ops/jit.py	2	17	9
pyro/ops/stats.py	pyro/ops/newton.py	2	17	9
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pyro/ops/tensor_utils.py	pyro/distributions/transforms/discrete_cosine.py	2	15	4
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pyro/ops/tensor_utils.py	pyro/infer/mcmc/hmc.py	2	15	77
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pyro/ops/tensor_utils.py	pyro/ops/gamma_gaussian.py	2	15	5
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pyro/ops/tensor_utils.py	pyro/infer/reparam/__init__.py	2	15	10
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pyro/ops/tensor_utils.py	pyro/contrib/timeseries/__init__.py	2	15	9
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pyro/ops/welford.py	examples/rsa/search_inference.py	2	6	9
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pyro/ops/welford.py	examples/sparse_gamma_def.py	2	6	28
pyro/ops/welford.py	examples/vae/ss_vae_M2.py	2	6	34
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pyro/ops/welford.py	pyro/contrib/conjugate/infer.py	2	6	4
pyro/ops/welford.py	pyro/contrib/gp/kernels/brownian.py	2	6	12
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pyro/ops/welford.py	pyro/contrib/gp/kernels/dot_product.py	2	6	13
pyro/ops/welford.py	pyro/contrib/gp/kernels/isotropic.py	2	6	14
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pyro/ops/welford.py	pyro/contrib/gp/kernels/periodic.py	2	6	12
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pyro/ops/welford.py	pyro/contrib/gp/likelihoods/likelihood.py	2	6	12
pyro/ops/welford.py	pyro/contrib/gp/likelihoods/multi_class.py	2	6	15
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pyro/ops/welford.py	pyro/contrib/gp/models/sgpr.py	2	6	32
pyro/ops/welford.py	pyro/contrib/gp/models/vgp.py	2	6	21
pyro/ops/welford.py	pyro/contrib/gp/models/vsgp.py	2	6	11
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pyro/ops/welford.py	pyro/contrib/minipyro.py	2	6	17
pyro/ops/welford.py	pyro/contrib/oed/eig.py	2	6	17
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pyro/ops/welford.py	pyro/contrib/tracking/extended_kalman_filter.py	2	6	8
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pyro/ops/welford.py	pyro/contrib/tracking/measurements.py	2	6	5
pyro/ops/welford.py	pyro/distributions/avf_mvn.py	2	6	6
pyro/ops/welford.py	pyro/distributions/conditional.py	2	6	5
pyro/ops/welford.py	pyro/distributions/conjugate.py	2	6	13
pyro/ops/welford.py	pyro/distributions/delta.py	2	6	44
pyro/ops/welford.py	pyro/distributions/diag_normal_mixture.py	2	6	8
pyro/ops/welford.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	6	9
pyro/ops/welford.py	pyro/distributions/empirical.py	2	6	13
pyro/ops/welford.py	pyro/distributions/gaussian_scale_mixture.py	2	6	9
pyro/ops/welford.py	pyro/distributions/hmm.py	2	6	30
pyro/ops/welford.py	pyro/distributions/inverse_gamma.py	2	6	6
pyro/ops/welford.py	pyro/distributions/lkj.py	2	6	10
pyro/ops/welford.py	pyro/distributions/mixture.py	2	6	8
pyro/ops/welford.py	pyro/distributions/multivariate_studentt.py	2	6	5
pyro/ops/welford.py	pyro/distributions/omt_mvn.py	2	6	18
pyro/ops/welford.py	pyro/distributions/relaxed_straight_through.py	2	6	8
pyro/ops/welford.py	pyro/distributions/spanning_tree.py	2	6	7
pyro/ops/welford.py	pyro/distributions/testing/naive_dirichlet.py	2	6	7
pyro/ops/welford.py	pyro/distributions/testing/rejection_exponential.py	2	6	9
pyro/ops/welford.py	pyro/distributions/testing/rejection_gamma.py	2	6	19
pyro/ops/welford.py	pyro/distributions/torch.py	2	6	40
pyro/ops/welford.py	pyro/distributions/torch_distribution.py	2	6	39
pyro/ops/welford.py	pyro/distributions/torch_transform.py	2	6	7
pyro/ops/welford.py	pyro/distributions/transforms/affine_autoregressive.py	2	6	11
pyro/ops/welford.py	pyro/distributions/transforms/affine_coupling.py	2	6	13
pyro/ops/welford.py	pyro/distributions/transforms/batchnorm.py	2	6	7
pyro/ops/welford.py	pyro/distributions/transforms/block_autoregressive.py	2	6	12
pyro/ops/welford.py	pyro/distributions/transforms/householder.py	2	6	11
pyro/ops/welford.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	6	5
pyro/ops/welford.py	pyro/distributions/transforms/neural_autoregressive.py	2	6	10
pyro/ops/welford.py	pyro/distributions/transforms/permute.py	2	6	13
pyro/ops/welford.py	pyro/distributions/transforms/planar.py	2	6	16
pyro/ops/welford.py	pyro/distributions/transforms/polynomial.py	2	6	9
pyro/ops/welford.py	pyro/distributions/transforms/radial.py	2	6	15
pyro/ops/welford.py	pyro/distributions/transforms/sylvester.py	2	6	12
pyro/ops/welford.py	pyro/distributions/unit.py	2	6	3
pyro/ops/welford.py	pyro/distributions/util.py	2	6	62
pyro/ops/welford.py	pyro/distributions/von_mises_3d.py	2	6	4
pyro/ops/welford.py	pyro/distributions/zero_inflated.py	2	6	8
pyro/ops/welford.py	pyro/infer/abstract_infer.py	2	6	64
pyro/ops/welford.py	pyro/infer/autoguide/initialization.py	2	6	7
pyro/ops/welford.py	pyro/infer/csis.py	2	6	5
pyro/ops/welford.py	pyro/infer/discrete.py	2	6	11
pyro/ops/welford.py	pyro/infer/importance.py	2	6	33
pyro/ops/welford.py	pyro/infer/mcmc/api.py	2	6	24
pyro/ops/welford.py	pyro/infer/mcmc/logger.py	2	6	12
pyro/ops/welford.py	pyro/infer/mcmc/util.py	2	6	35
pyro/ops/welford.py	pyro/infer/renyi_elbo.py	2	6	14
pyro/ops/welford.py	pyro/infer/rws.py	2	6	4
pyro/ops/welford.py	pyro/infer/svgd.py	2	6	7
pyro/ops/welford.py	pyro/infer/svi.py	2	6	28
pyro/ops/welford.py	pyro/infer/trace_mean_field_elbo.py	2	6	10
pyro/ops/welford.py	pyro/infer/trace_mmd.py	2	6	6
pyro/ops/welford.py	pyro/infer/traceenum_elbo.py	2	6	64
pyro/ops/welford.py	pyro/infer/util.py	2	6	49
pyro/ops/welford.py	pyro/nn/auto_reg_nn.py	2	6	25
pyro/ops/welford.py	pyro/nn/dense_nn.py	2	6	6
pyro/ops/welford.py	pyro/ops/contract.py	2	6	21
pyro/ops/welford.py	pyro/ops/einsum/util.py	2	6	4
pyro/ops/welford.py	pyro/ops/indexing.py	2	6	6
pyro/ops/welford.py	pyro/ops/jit.py	2	6	9
pyro/ops/welford.py	pyro/ops/rings.py	2	6	10
pyro/ops/welford.py	pyro/ops/integrator.py	2	6	16
pyro/optim/__init__.py	pyro/infer/autoguide/guides.py	2	17	18
pyro/optim/__init__.py	pyro/ops/tensor_utils.py	2	17	15
pyro/optim/__init__.py	examples/air/air.py	2	17	36
pyro/optim/__init__.py	examples/baseball.py	2	17	46
pyro/optim/__init__.py	examples/capture_recapture/cjs.py	2	17	9
pyro/optim/__init__.py	examples/contrib/autoname/mixture.py	2	17	22
pyro/optim/__init__.py	examples/contrib/autoname/scoping_mixture.py	2	17	22
pyro/optim/__init__.py	examples/contrib/autoname/tree_data.py	2	17	21
pyro/optim/__init__.py	examples/contrib/gp/sv-dkl.py	2	17	34
pyro/optim/__init__.py	examples/contrib/oed/gp_bayes_opt.py	2	17	9
pyro/optim/__init__.py	examples/dmm/dmm.py	2	17	56
pyro/optim/__init__.py	examples/dmm/util.py	2	17	2
pyro/optim/__init__.py	examples/eight_schools/data.py	2	17	3
pyro/optim/__init__.py	examples/eight_schools/mcmc.py	2	17	29
pyro/optim/__init__.py	examples/eight_schools/svi.py	2	17	22
pyro/optim/__init__.py	examples/einsum.py	2	17	3
pyro/optim/__init__.py	examples/hmm.py	2	17	45
pyro/optim/__init__.py	examples/lda.py	2	17	25
pyro/optim/__init__.py	examples/lkj.py	2	17	20
pyro/optim/__init__.py	examples/minipyro.py	2	17	26
pyro/optim/__init__.py	examples/mixed_hmm/experiment.py	2	17	3
pyro/optim/__init__.py	examples/mixed_hmm/model.py	2	17	4
pyro/optim/__init__.py	examples/mixed_hmm/seal_data.py	2	17	5
pyro/optim/__init__.py	examples/rsa/schelling.py	2	17	19
pyro/optim/__init__.py	examples/rsa/schelling_false.py	2	17	19
pyro/optim/__init__.py	examples/rsa/search_inference.py	2	17	9
pyro/optim/__init__.py	examples/sparse_gamma_def.py	2	17	28
pyro/optim/__init__.py	examples/vae/ss_vae_M2.py	2	17	34
pyro/optim/__init__.py	examples/vae/utils/custom_mlp.py	2	17	6
pyro/optim/__init__.py	examples/vae/utils/mnist_cached.py	2	17	9
pyro/optim/__init__.py	examples/vae/vae_comparison.py	2	17	29
pyro/optim/__init__.py	profiler/profiling_utils.py	2	17	5
pyro/optim/__init__.py	pyro/contrib/autoname/__init__.py	2	17	5
pyro/optim/__init__.py	pyro/contrib/autoname/named.py	2	17	5
pyro/optim/__init__.py	pyro/contrib/bnn/__init__.py	2	17	3
pyro/optim/__init__.py	pyro/contrib/bnn/hidden_layer.py	2	17	3
pyro/optim/__init__.py	pyro/contrib/bnn/utils.py	2	17	3
pyro/optim/__init__.py	pyro/contrib/easyguide/__init__.py	2	17	3
pyro/optim/__init__.py	pyro/contrib/easyguide/easyguide.py	2	17	9
pyro/optim/__init__.py	pyro/contrib/examples/util.py	2	17	9
pyro/optim/__init__.py	pyro/contrib/gp/kernels/brownian.py	2	17	12
pyro/optim/__init__.py	pyro/contrib/gp/kernels/coregionalize.py	2	17	9
pyro/optim/__init__.py	pyro/contrib/gp/kernels/dot_product.py	2	17	13
pyro/optim/__init__.py	pyro/contrib/gp/kernels/isotropic.py	2	17	14
pyro/optim/__init__.py	pyro/contrib/gp/kernels/static.py	2	17	13
pyro/optim/__init__.py	pyro/contrib/gp/likelihoods/binary.py	2	17	17
pyro/optim/__init__.py	pyro/contrib/gp/likelihoods/gaussian.py	2	17	18
pyro/optim/__init__.py	pyro/contrib/gp/likelihoods/likelihood.py	2	17	12
pyro/optim/__init__.py	pyro/contrib/gp/likelihoods/multi_class.py	2	17	15
pyro/optim/__init__.py	pyro/contrib/gp/likelihoods/poisson.py	2	17	11
pyro/optim/__init__.py	pyro/contrib/gp/models/gplvm.py	2	17	12
pyro/optim/__init__.py	pyro/contrib/gp/models/model.py	2	17	24
pyro/optim/__init__.py	pyro/contrib/gp/models/vgp.py	2	17	21
pyro/optim/__init__.py	pyro/contrib/gp/models/vsgp.py	2	17	11
pyro/optim/__init__.py	pyro/contrib/gp/parameterized.py	2	17	8
pyro/optim/__init__.py	pyro/contrib/gp/util.py	2	17	19
pyro/optim/__init__.py	pyro/contrib/minipyro.py	2	17	17
pyro/optim/__init__.py	pyro/contrib/oed/eig.py	2	17	17
pyro/optim/__init__.py	pyro/contrib/oed/util.py	2	17	8
pyro/optim/__init__.py	pyro/contrib/tracking/__init__.py	2	17	3
pyro/optim/__init__.py	pyro/contrib/tracking/assignment.py	2	17	9
pyro/optim/__init__.py	pyro/contrib/tracking/distributions.py	2	17	6
pyro/optim/__init__.py	pyro/contrib/tracking/hashing.py	2	17	8
pyro/optim/__init__.py	pyro/contrib/util.py	2	17	6
pyro/optim/__init__.py	pyro/distributions/avf_mvn.py	2	17	6
pyro/optim/__init__.py	pyro/distributions/conjugate.py	2	17	13
pyro/optim/__init__.py	pyro/distributions/diag_normal_mixture.py	2	17	8
pyro/optim/__init__.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	17	9
pyro/optim/__init__.py	pyro/distributions/gaussian_scale_mixture.py	2	17	9
pyro/optim/__init__.py	pyro/distributions/hmm.py	2	17	30
pyro/optim/__init__.py	pyro/distributions/inverse_gamma.py	2	17	6
pyro/optim/__init__.py	pyro/distributions/lkj.py	2	17	10
pyro/optim/__init__.py	pyro/distributions/mixture.py	2	17	8
pyro/optim/__init__.py	pyro/distributions/rejector.py	2	17	10
pyro/optim/__init__.py	pyro/distributions/relaxed_straight_through.py	2	17	8
pyro/optim/__init__.py	pyro/distributions/score_parts.py	2	17	7
pyro/optim/__init__.py	pyro/distributions/spanning_tree.py	2	17	7
pyro/optim/__init__.py	pyro/distributions/testing/fakes.py	2	17	7
pyro/optim/__init__.py	pyro/distributions/testing/naive_dirichlet.py	2	17	7
pyro/optim/__init__.py	pyro/distributions/testing/rejection_gamma.py	2	17	19
pyro/optim/__init__.py	pyro/distributions/torch.py	2	17	40
pyro/optim/__init__.py	pyro/distributions/torch_distribution.py	2	17	39
pyro/optim/__init__.py	pyro/distributions/torch_patch.py	2	17	27
pyro/optim/__init__.py	pyro/distributions/torch_transform.py	2	17	7
pyro/optim/__init__.py	pyro/distributions/transforms/affine_coupling.py	2	17	13
pyro/optim/__init__.py	pyro/distributions/transforms/block_autoregressive.py	2	17	12
pyro/optim/__init__.py	pyro/distributions/transforms/householder.py	2	17	11
pyro/optim/__init__.py	pyro/distributions/transforms/permute.py	2	17	13
pyro/optim/__init__.py	pyro/distributions/transforms/planar.py	2	17	16
pyro/optim/__init__.py	pyro/distributions/transforms/polynomial.py	2	17	9
pyro/optim/__init__.py	pyro/distributions/transforms/radial.py	2	17	15
pyro/optim/__init__.py	pyro/distributions/transforms/sylvester.py	2	17	12
pyro/optim/__init__.py	pyro/distributions/transforms/utils.py	2	17	3
pyro/optim/__init__.py	pyro/distributions/von_mises_3d.py	2	17	4
pyro/optim/__init__.py	pyro/generic.py	2	17	7
pyro/optim/__init__.py	pyro/infer/csis.py	2	17	5
pyro/optim/__init__.py	pyro/infer/discrete.py	2	17	11
pyro/optim/__init__.py	pyro/infer/mcmc/api.py	2	17	24
pyro/optim/__init__.py	pyro/infer/mcmc/mcmc_kernel.py	2	17	5
pyro/optim/__init__.py	pyro/infer/renyi_elbo.py	2	17	14
pyro/optim/__init__.py	pyro/infer/trace_mean_field_elbo.py	2	17	10
pyro/optim/__init__.py	pyro/infer/trace_mmd.py	2	17	6
pyro/optim/__init__.py	pyro/infer/trace_tail_adaptive_elbo.py	2	17	5
pyro/optim/__init__.py	pyro/infer/traceenum_elbo.py	2	17	64
pyro/optim/__init__.py	pyro/infer/util.py	2	17	49
pyro/optim/__init__.py	pyro/logger.py	2	17	3
pyro/optim/__init__.py	pyro/nn/dense_nn.py	2	17	6
pyro/optim/__init__.py	pyro/nn/module.py	2	17	20
pyro/optim/__init__.py	pyro/ops/contract.py	2	17	21
pyro/optim/__init__.py	pyro/ops/dual_averaging.py	2	17	7
pyro/optim/__init__.py	pyro/ops/einsum/__init__.py	2	17	13
pyro/optim/__init__.py	pyro/ops/einsum/adjoint.py	2	17	7
pyro/optim/__init__.py	pyro/ops/einsum/torch_log.py	2	17	11
pyro/optim/__init__.py	pyro/ops/einsum/torch_map.py	2	17	5
pyro/optim/__init__.py	pyro/ops/einsum/torch_marginal.py	2	17	5
pyro/optim/__init__.py	pyro/ops/einsum/torch_sample.py	2	17	5
pyro/optim/__init__.py	pyro/ops/einsum/util.py	2	17	4
pyro/optim/__init__.py	pyro/ops/indexing.py	2	17	6
pyro/optim/__init__.py	pyro/ops/integrator.py	2	17	16
pyro/optim/__init__.py	pyro/ops/jit.py	2	17	9
pyro/optim/__init__.py	pyro/ops/linalg.py	2	17	5
pyro/optim/__init__.py	pyro/ops/newton.py	2	17	9
pyro/optim/__init__.py	pyro/ops/packed.py	2	17	10
pyro/optim/__init__.py	pyro/ops/rings.py	2	17	10
pyro/optim/adagrad_rmsprop.py	examples/air/air.py	2	6	36
pyro/optim/adagrad_rmsprop.py	examples/air/modules.py	2	6	6
pyro/optim/adagrad_rmsprop.py	examples/dmm/dmm.py	2	6	56
pyro/optim/adagrad_rmsprop.py	examples/rsa/semantic_parsing.py	2	6	20
pyro/optim/adagrad_rmsprop.py	examples/vae/ss_vae_M2.py	2	6	34
pyro/optim/adagrad_rmsprop.py	examples/vae/utils/custom_mlp.py	2	6	6
pyro/optim/adagrad_rmsprop.py	examples/vae/utils/mnist_cached.py	2	6	9
pyro/optim/adagrad_rmsprop.py	examples/vae/vae.py	2	6	29
pyro/optim/adagrad_rmsprop.py	examples/vae/vae_comparison.py	2	6	29
pyro/optim/adagrad_rmsprop.py	pyro/contrib/autoname/scoping.py	2	6	6
pyro/optim/adagrad_rmsprop.py	pyro/contrib/conjugate/infer.py	2	6	4
pyro/optim/adagrad_rmsprop.py	pyro/contrib/oed/glmm/guides.py	2	6	3
pyro/optim/adagrad_rmsprop.py	pyro/contrib/oed/search.py	2	6	4
pyro/optim/adagrad_rmsprop.py	pyro/contrib/tracking/dynamic_models.py	2	6	7
pyro/optim/adagrad_rmsprop.py	pyro/contrib/tracking/extended_kalman_filter.py	2	6	8
pyro/optim/adagrad_rmsprop.py	pyro/contrib/tracking/measurements.py	2	6	5
pyro/optim/adagrad_rmsprop.py	pyro/distributions/conditional.py	2	6	5
pyro/optim/adagrad_rmsprop.py	pyro/distributions/multivariate_studentt.py	2	6	5
pyro/optim/adagrad_rmsprop.py	pyro/distributions/transforms/affine_autoregressive.py	2	6	11
pyro/optim/adagrad_rmsprop.py	pyro/distributions/transforms/batchnorm.py	2	6	7
pyro/optim/adagrad_rmsprop.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	6	5
pyro/optim/adagrad_rmsprop.py	pyro/distributions/transforms/neural_autoregressive.py	2	6	10
pyro/optim/adagrad_rmsprop.py	pyro/distributions/unit.py	2	6	3
pyro/optim/adagrad_rmsprop.py	pyro/distributions/zero_inflated.py	2	6	8
pyro/optim/adagrad_rmsprop.py	pyro/infer/autoguide/initialization.py	2	6	7
pyro/optim/adagrad_rmsprop.py	pyro/infer/mcmc/adaptation.py	2	6	11
pyro/optim/adagrad_rmsprop.py	pyro/infer/mcmc/logger.py	2	6	12
pyro/optim/adagrad_rmsprop.py	pyro/infer/mcmc/util.py	2	6	35
pyro/optim/adagrad_rmsprop.py	pyro/infer/rws.py	2	6	4
pyro/optim/adagrad_rmsprop.py	pyro/infer/svgd.py	2	6	7
pyro/optim/adagrad_rmsprop.py	pyro/ops/welford.py	2	6	6
pyro/optim/adagrad_rmsprop.py	examples/air/main.py	2	6	37
pyro/optim/adagrad_rmsprop.py	examples/baseball.py	2	6	46
pyro/optim/adagrad_rmsprop.py	examples/capture_recapture/cjs.py	2	6	9
pyro/optim/adagrad_rmsprop.py	examples/contrib/autoname/mixture.py	2	6	22
pyro/optim/adagrad_rmsprop.py	examples/contrib/autoname/scoping_mixture.py	2	6	22
pyro/optim/adagrad_rmsprop.py	examples/contrib/autoname/tree_data.py	2	6	21
pyro/optim/adagrad_rmsprop.py	examples/eight_schools/data.py	2	6	3
pyro/optim/adagrad_rmsprop.py	examples/eight_schools/mcmc.py	2	6	29
pyro/optim/adagrad_rmsprop.py	examples/eight_schools/svi.py	2	6	22
pyro/optim/adagrad_rmsprop.py	examples/einsum.py	2	6	3
pyro/optim/adagrad_rmsprop.py	examples/inclined_plane.py	2	6	35
pyro/optim/adagrad_rmsprop.py	examples/lda.py	2	6	25
pyro/optim/adagrad_rmsprop.py	examples/lkj.py	2	6	20
pyro/optim/adagrad_rmsprop.py	examples/minipyro.py	2	6	26
pyro/optim/adagrad_rmsprop.py	examples/mixed_hmm/experiment.py	2	6	3
pyro/optim/adagrad_rmsprop.py	examples/mixed_hmm/model.py	2	6	4
pyro/optim/adagrad_rmsprop.py	examples/mixed_hmm/seal_data.py	2	6	5
pyro/optim/adagrad_rmsprop.py	examples/rsa/schelling.py	2	6	19
pyro/optim/adagrad_rmsprop.py	examples/rsa/schelling_false.py	2	6	19
pyro/optim/adagrad_rmsprop.py	profiler/distributions.py	2	6	11
pyro/optim/adagrad_rmsprop.py	pyro/__init__.py	2	6	176
pyro/optim/adagrad_rmsprop.py	pyro/contrib/__init__.py	2	6	17
pyro/optim/adagrad_rmsprop.py	pyro/contrib/autoname/__init__.py	2	6	5
pyro/optim/adagrad_rmsprop.py	pyro/contrib/bnn/__init__.py	2	6	3
pyro/optim/adagrad_rmsprop.py	pyro/contrib/bnn/hidden_layer.py	2	6	3
pyro/optim/adagrad_rmsprop.py	pyro/contrib/bnn/utils.py	2	6	3
pyro/optim/adagrad_rmsprop.py	pyro/contrib/easyguide/__init__.py	2	6	3
pyro/optim/adagrad_rmsprop.py	pyro/contrib/easyguide/easyguide.py	2	6	9
pyro/optim/adagrad_rmsprop.py	pyro/contrib/examples/util.py	2	6	9
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/__init__.py	2	6	14
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/kernels/__init__.py	2	6	12
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/likelihoods/__init__.py	2	6	8
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/models/__init__.py	2	6	11
pyro/optim/adagrad_rmsprop.py	pyro/contrib/gp/util.py	2	6	19
pyro/optim/adagrad_rmsprop.py	pyro/contrib/oed/util.py	2	6	8
pyro/optim/adagrad_rmsprop.py	pyro/contrib/tracking/__init__.py	2	6	3
pyro/optim/adagrad_rmsprop.py	pyro/contrib/util.py	2	6	6
pyro/optim/adagrad_rmsprop.py	pyro/distributions/__init__.py	2	6	114
pyro/optim/adagrad_rmsprop.py	pyro/distributions/distribution.py	2	6	44
pyro/optim/adagrad_rmsprop.py	pyro/distributions/rejector.py	2	6	10
pyro/optim/adagrad_rmsprop.py	pyro/distributions/score_parts.py	2	6	7
pyro/optim/adagrad_rmsprop.py	pyro/distributions/testing/fakes.py	2	6	7
pyro/optim/adagrad_rmsprop.py	pyro/distributions/torch_patch.py	2	6	27
pyro/optim/adagrad_rmsprop.py	pyro/distributions/transforms/utils.py	2	6	3
pyro/optim/adagrad_rmsprop.py	pyro/generic.py	2	6	7
pyro/optim/adagrad_rmsprop.py	pyro/infer/__init__.py	2	6	44
pyro/optim/adagrad_rmsprop.py	pyro/infer/elbo.py	2	6	27
pyro/optim/adagrad_rmsprop.py	pyro/infer/enum.py	2	6	32
pyro/optim/adagrad_rmsprop.py	pyro/infer/mcmc/mcmc_kernel.py	2	6	5
pyro/optim/adagrad_rmsprop.py	pyro/infer/trace_elbo.py	2	6	59
pyro/optim/adagrad_rmsprop.py	pyro/infer/trace_tail_adaptive_elbo.py	2	6	5
pyro/optim/adagrad_rmsprop.py	pyro/infer/tracegraph_elbo.py	2	6	70
pyro/optim/adagrad_rmsprop.py	pyro/logger.py	2	6	3
pyro/optim/adagrad_rmsprop.py	pyro/nn/__init__.py	2	6	16
pyro/optim/adagrad_rmsprop.py	pyro/ops/einsum/__init__.py	2	6	13
pyro/optim/adagrad_rmsprop.py	pyro/ops/einsum/adjoint.py	2	6	7
pyro/optim/adagrad_rmsprop.py	pyro/ops/einsum/torch_log.py	2	6	11
pyro/optim/adagrad_rmsprop.py	pyro/ops/einsum/torch_map.py	2	6	5
pyro/optim/adagrad_rmsprop.py	pyro/ops/einsum/torch_marginal.py	2	6	5
pyro/optim/adagrad_rmsprop.py	pyro/ops/einsum/torch_sample.py	2	6	5
pyro/optim/adagrad_rmsprop.py	pyro/ops/integrator.py	2	6	16
pyro/optim/adagrad_rmsprop.py	pyro/ops/linalg.py	2	6	5
pyro/optim/adagrad_rmsprop.py	pyro/ops/newton.py	2	6	9
pyro/optim/adagrad_rmsprop.py	pyro/ops/packed.py	2	6	10
pyro/optim/adagrad_rmsprop.py	pyro/ops/stats.py	2	6	17
pyro/optim/clipped_adam.py	examples/air/modules.py	2	10	6
pyro/optim/clipped_adam.py	examples/rsa/semantic_parsing.py	2	10	20
pyro/optim/clipped_adam.py	examples/vae/utils/custom_mlp.py	2	10	6
pyro/optim/clipped_adam.py	examples/vae/utils/mnist_cached.py	2	10	9
pyro/optim/clipped_adam.py	examples/vae/vae_comparison.py	2	10	29
pyro/optim/clipped_adam.py	pyro/contrib/autoname/scoping.py	2	10	6
pyro/optim/clipped_adam.py	pyro/contrib/conjugate/infer.py	2	10	4
pyro/optim/clipped_adam.py	pyro/contrib/oed/glmm/guides.py	2	10	3
pyro/optim/clipped_adam.py	pyro/contrib/oed/search.py	2	10	4
pyro/optim/clipped_adam.py	pyro/distributions/conditional.py	2	10	5
pyro/optim/clipped_adam.py	pyro/distributions/multivariate_studentt.py	2	10	5
pyro/optim/clipped_adam.py	pyro/distributions/transforms/affine_autoregressive.py	2	10	11
pyro/optim/clipped_adam.py	pyro/distributions/transforms/batchnorm.py	2	10	7
pyro/optim/clipped_adam.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	10	5
pyro/optim/clipped_adam.py	pyro/distributions/transforms/neural_autoregressive.py	2	10	10
pyro/optim/clipped_adam.py	pyro/distributions/unit.py	2	10	3
pyro/optim/clipped_adam.py	pyro/distributions/zero_inflated.py	2	10	8
pyro/optim/clipped_adam.py	pyro/infer/autoguide/initialization.py	2	10	7
pyro/optim/clipped_adam.py	pyro/infer/mcmc/logger.py	2	10	12
pyro/optim/clipped_adam.py	pyro/infer/mcmc/util.py	2	10	35
pyro/optim/clipped_adam.py	pyro/infer/rws.py	2	10	4
pyro/optim/clipped_adam.py	pyro/infer/svgd.py	2	10	7
pyro/optim/clipped_adam.py	pyro/ops/welford.py	2	10	6
pyro/optim/clipped_adam.py	examples/air/main.py	2	10	37
pyro/optim/clipped_adam.py	examples/capture_recapture/cjs.py	2	10	9
pyro/optim/clipped_adam.py	examples/contrib/autoname/mixture.py	2	10	22
pyro/optim/clipped_adam.py	examples/contrib/autoname/scoping_mixture.py	2	10	22
pyro/optim/clipped_adam.py	examples/contrib/autoname/tree_data.py	2	10	21
pyro/optim/clipped_adam.py	examples/contrib/oed/gp_bayes_opt.py	2	10	9
pyro/optim/clipped_adam.py	examples/dmm/util.py	2	10	2
pyro/optim/clipped_adam.py	examples/eight_schools/data.py	2	10	3
pyro/optim/clipped_adam.py	examples/eight_schools/mcmc.py	2	10	29
pyro/optim/clipped_adam.py	examples/eight_schools/svi.py	2	10	22
pyro/optim/clipped_adam.py	examples/einsum.py	2	10	3
pyro/optim/clipped_adam.py	examples/inclined_plane.py	2	10	35
pyro/optim/clipped_adam.py	examples/lda.py	2	10	25
pyro/optim/clipped_adam.py	examples/minipyro.py	2	10	26
pyro/optim/clipped_adam.py	examples/mixed_hmm/experiment.py	2	10	3
pyro/optim/clipped_adam.py	examples/mixed_hmm/model.py	2	10	4
pyro/optim/clipped_adam.py	examples/mixed_hmm/seal_data.py	2	10	5
pyro/optim/clipped_adam.py	examples/rsa/schelling.py	2	10	19
pyro/optim/clipped_adam.py	examples/rsa/schelling_false.py	2	10	19
pyro/optim/clipped_adam.py	profiler/distributions.py	2	10	11
pyro/optim/clipped_adam.py	pyro/contrib/__init__.py	2	10	17
pyro/optim/clipped_adam.py	pyro/contrib/autoname/__init__.py	2	10	5
pyro/optim/clipped_adam.py	pyro/contrib/bnn/__init__.py	2	10	3
pyro/optim/clipped_adam.py	pyro/contrib/bnn/hidden_layer.py	2	10	3
pyro/optim/clipped_adam.py	pyro/contrib/bnn/utils.py	2	10	3
pyro/optim/clipped_adam.py	pyro/contrib/easyguide/__init__.py	2	10	3
pyro/optim/clipped_adam.py	pyro/contrib/easyguide/easyguide.py	2	10	9
pyro/optim/clipped_adam.py	pyro/contrib/examples/util.py	2	10	9
pyro/optim/clipped_adam.py	pyro/contrib/gp/__init__.py	2	10	14
pyro/optim/clipped_adam.py	pyro/contrib/gp/kernels/__init__.py	2	10	12
pyro/optim/clipped_adam.py	pyro/contrib/gp/likelihoods/__init__.py	2	10	8
pyro/optim/clipped_adam.py	pyro/contrib/gp/models/__init__.py	2	10	11
pyro/optim/clipped_adam.py	pyro/contrib/gp/util.py	2	10	19
pyro/optim/clipped_adam.py	pyro/contrib/oed/util.py	2	10	8
pyro/optim/clipped_adam.py	pyro/contrib/tracking/__init__.py	2	10	3
pyro/optim/clipped_adam.py	pyro/contrib/util.py	2	10	6
pyro/optim/clipped_adam.py	pyro/distributions/rejector.py	2	10	10
pyro/optim/clipped_adam.py	pyro/distributions/score_parts.py	2	10	7
pyro/optim/clipped_adam.py	pyro/distributions/testing/fakes.py	2	10	7
pyro/optim/clipped_adam.py	pyro/distributions/torch_patch.py	2	10	27
pyro/optim/clipped_adam.py	pyro/distributions/transforms/utils.py	2	10	3
pyro/optim/clipped_adam.py	pyro/generic.py	2	10	7
pyro/optim/clipped_adam.py	pyro/infer/mcmc/mcmc_kernel.py	2	10	5
pyro/optim/clipped_adam.py	pyro/infer/trace_tail_adaptive_elbo.py	2	10	5
pyro/optim/clipped_adam.py	pyro/logger.py	2	10	3
pyro/optim/clipped_adam.py	pyro/ops/einsum/__init__.py	2	10	13
pyro/optim/clipped_adam.py	pyro/ops/einsum/adjoint.py	2	10	7
pyro/optim/clipped_adam.py	pyro/ops/einsum/torch_log.py	2	10	11
pyro/optim/clipped_adam.py	pyro/ops/einsum/torch_map.py	2	10	5
pyro/optim/clipped_adam.py	pyro/ops/einsum/torch_marginal.py	2	10	5
pyro/optim/clipped_adam.py	pyro/ops/einsum/torch_sample.py	2	10	5
pyro/optim/clipped_adam.py	pyro/ops/integrator.py	2	10	16
pyro/optim/clipped_adam.py	pyro/ops/newton.py	2	10	9
pyro/optim/dct_adam.py	pyro/contrib/forecast/forecaster.py	2	4	14
pyro/optim/lr_scheduler.py	pyro/distributions/transforms/__init__.py	2	10	30
pyro/optim/lr_scheduler.py	examples/air/air.py	2	10	36
pyro/optim/lr_scheduler.py	examples/air/modules.py	2	10	6
pyro/optim/lr_scheduler.py	examples/dmm/dmm.py	2	10	56
pyro/optim/lr_scheduler.py	examples/rsa/semantic_parsing.py	2	10	20
pyro/optim/lr_scheduler.py	examples/vae/ss_vae_M2.py	2	10	34
pyro/optim/lr_scheduler.py	examples/vae/utils/custom_mlp.py	2	10	6
pyro/optim/lr_scheduler.py	examples/vae/utils/mnist_cached.py	2	10	9
pyro/optim/lr_scheduler.py	examples/vae/vae.py	2	10	29
pyro/optim/lr_scheduler.py	examples/vae/vae_comparison.py	2	10	29
pyro/optim/lr_scheduler.py	pyro/contrib/autoname/scoping.py	2	10	6
pyro/optim/lr_scheduler.py	pyro/contrib/conjugate/infer.py	2	10	4
pyro/optim/lr_scheduler.py	pyro/contrib/oed/glmm/guides.py	2	10	3
pyro/optim/lr_scheduler.py	pyro/contrib/oed/search.py	2	10	4
pyro/optim/lr_scheduler.py	pyro/contrib/tracking/dynamic_models.py	2	10	7
pyro/optim/lr_scheduler.py	pyro/contrib/tracking/measurements.py	2	10	5
pyro/optim/lr_scheduler.py	pyro/distributions/conditional.py	2	10	5
pyro/optim/lr_scheduler.py	pyro/distributions/multivariate_studentt.py	2	10	5
pyro/optim/lr_scheduler.py	pyro/distributions/transforms/affine_autoregressive.py	2	10	11
pyro/optim/lr_scheduler.py	pyro/distributions/transforms/batchnorm.py	2	10	7
pyro/optim/lr_scheduler.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	10	5
pyro/optim/lr_scheduler.py	pyro/distributions/unit.py	2	10	3
pyro/optim/lr_scheduler.py	pyro/distributions/zero_inflated.py	2	10	8
pyro/optim/lr_scheduler.py	pyro/infer/autoguide/initialization.py	2	10	7
pyro/optim/lr_scheduler.py	pyro/infer/mcmc/adaptation.py	2	10	11
pyro/optim/lr_scheduler.py	pyro/infer/mcmc/logger.py	2	10	12
pyro/optim/lr_scheduler.py	pyro/infer/rws.py	2	10	4
pyro/optim/lr_scheduler.py	pyro/infer/svgd.py	2	10	7
pyro/optim/lr_scheduler.py	pyro/ops/welford.py	2	10	6
pyro/optim/lr_scheduler.py	examples/air/main.py	2	10	37
pyro/optim/lr_scheduler.py	examples/capture_recapture/cjs.py	2	10	9
pyro/optim/lr_scheduler.py	examples/contrib/autoname/mixture.py	2	10	22
pyro/optim/lr_scheduler.py	examples/contrib/autoname/scoping_mixture.py	2	10	22
pyro/optim/lr_scheduler.py	examples/contrib/autoname/tree_data.py	2	10	21
pyro/optim/lr_scheduler.py	examples/eight_schools/data.py	2	10	3
pyro/optim/lr_scheduler.py	examples/eight_schools/mcmc.py	2	10	29
pyro/optim/lr_scheduler.py	examples/eight_schools/svi.py	2	10	22
pyro/optim/lr_scheduler.py	examples/einsum.py	2	10	3
pyro/optim/lr_scheduler.py	examples/inclined_plane.py	2	10	35
pyro/optim/lr_scheduler.py	examples/lda.py	2	10	25
pyro/optim/lr_scheduler.py	examples/lkj.py	2	10	20
pyro/optim/lr_scheduler.py	examples/minipyro.py	2	10	26
pyro/optim/lr_scheduler.py	examples/mixed_hmm/experiment.py	2	10	3
pyro/optim/lr_scheduler.py	examples/mixed_hmm/model.py	2	10	4
pyro/optim/lr_scheduler.py	examples/mixed_hmm/seal_data.py	2	10	5
pyro/optim/lr_scheduler.py	examples/rsa/schelling.py	2	10	19
pyro/optim/lr_scheduler.py	examples/rsa/schelling_false.py	2	10	19
pyro/optim/lr_scheduler.py	profiler/distributions.py	2	10	11
pyro/optim/lr_scheduler.py	pyro/__init__.py	2	10	176
pyro/optim/lr_scheduler.py	pyro/contrib/__init__.py	2	10	17
pyro/optim/lr_scheduler.py	pyro/contrib/autoname/__init__.py	2	10	5
pyro/optim/lr_scheduler.py	pyro/contrib/bnn/__init__.py	2	10	3
pyro/optim/lr_scheduler.py	pyro/contrib/bnn/hidden_layer.py	2	10	3
pyro/optim/lr_scheduler.py	pyro/contrib/bnn/utils.py	2	10	3
pyro/optim/lr_scheduler.py	pyro/contrib/easyguide/__init__.py	2	10	3
pyro/optim/lr_scheduler.py	pyro/contrib/easyguide/easyguide.py	2	10	9
pyro/optim/lr_scheduler.py	pyro/contrib/examples/util.py	2	10	9
pyro/optim/lr_scheduler.py	pyro/contrib/gp/__init__.py	2	10	14
pyro/optim/lr_scheduler.py	pyro/contrib/gp/kernels/__init__.py	2	10	12
pyro/optim/lr_scheduler.py	pyro/contrib/gp/likelihoods/__init__.py	2	10	8
pyro/optim/lr_scheduler.py	pyro/contrib/gp/models/__init__.py	2	10	11
pyro/optim/lr_scheduler.py	pyro/contrib/oed/util.py	2	10	8
pyro/optim/lr_scheduler.py	pyro/contrib/tracking/__init__.py	2	10	3
pyro/optim/lr_scheduler.py	pyro/contrib/util.py	2	10	6
pyro/optim/lr_scheduler.py	pyro/distributions/distribution.py	2	10	44
pyro/optim/lr_scheduler.py	pyro/distributions/rejector.py	2	10	10
pyro/optim/lr_scheduler.py	pyro/distributions/score_parts.py	2	10	7
pyro/optim/lr_scheduler.py	pyro/distributions/testing/fakes.py	2	10	7
pyro/optim/lr_scheduler.py	pyro/distributions/torch_patch.py	2	10	27
pyro/optim/lr_scheduler.py	pyro/distributions/transforms/utils.py	2	10	3
pyro/optim/lr_scheduler.py	pyro/generic.py	2	10	7
pyro/optim/lr_scheduler.py	pyro/infer/__init__.py	2	10	44
pyro/optim/lr_scheduler.py	pyro/infer/elbo.py	2	10	27
pyro/optim/lr_scheduler.py	pyro/infer/enum.py	2	10	32
pyro/optim/lr_scheduler.py	pyro/infer/mcmc/mcmc_kernel.py	2	10	5
pyro/optim/lr_scheduler.py	pyro/infer/trace_elbo.py	2	10	59
pyro/optim/lr_scheduler.py	pyro/infer/trace_tail_adaptive_elbo.py	2	10	5
pyro/optim/lr_scheduler.py	pyro/infer/tracegraph_elbo.py	2	10	70
pyro/optim/lr_scheduler.py	pyro/logger.py	2	10	3
pyro/optim/lr_scheduler.py	pyro/nn/__init__.py	2	10	16
pyro/optim/lr_scheduler.py	pyro/ops/einsum/__init__.py	2	10	13
pyro/optim/lr_scheduler.py	pyro/ops/einsum/torch_log.py	2	10	11
pyro/optim/lr_scheduler.py	pyro/ops/einsum/torch_map.py	2	10	5
pyro/optim/lr_scheduler.py	pyro/ops/einsum/torch_marginal.py	2	10	5
pyro/optim/lr_scheduler.py	pyro/ops/einsum/torch_sample.py	2	10	5
pyro/optim/lr_scheduler.py	pyro/ops/integrator.py	2	10	16
pyro/optim/lr_scheduler.py	pyro/ops/linalg.py	2	10	5
pyro/optim/lr_scheduler.py	pyro/ops/newton.py	2	10	9
pyro/optim/lr_scheduler.py	pyro/ops/packed.py	2	10	10
pyro/optim/lr_scheduler.py	pyro/ops/stats.py	2	10	17
pyro/optim/multi.py	examples/air/air.py	2	7	36
pyro/optim/multi.py	examples/air/modules.py	2	7	6
pyro/optim/multi.py	examples/dmm/dmm.py	2	7	56
pyro/optim/multi.py	examples/rsa/semantic_parsing.py	2	7	20
pyro/optim/multi.py	examples/vae/ss_vae_M2.py	2	7	34
pyro/optim/multi.py	examples/vae/utils/custom_mlp.py	2	7	6
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pyro/optim/multi.py	examples/vae/vae.py	2	7	29
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pyro/optim/multi.py	pyro/contrib/autoname/scoping.py	2	7	6
pyro/optim/multi.py	pyro/contrib/conjugate/infer.py	2	7	4
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pyro/optim/multi.py	pyro/contrib/oed/search.py	2	7	4
pyro/optim/multi.py	pyro/contrib/tracking/dynamic_models.py	2	7	7
pyro/optim/multi.py	pyro/contrib/tracking/extended_kalman_filter.py	2	7	8
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pyro/optim/multi.py	pyro/distributions/transforms/affine_autoregressive.py	2	7	11
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pyro/optim/multi.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	7	5
pyro/optim/multi.py	pyro/distributions/transforms/neural_autoregressive.py	2	7	10
pyro/optim/multi.py	pyro/distributions/unit.py	2	7	3
pyro/optim/multi.py	pyro/distributions/zero_inflated.py	2	7	8
pyro/optim/multi.py	pyro/infer/autoguide/initialization.py	2	7	7
pyro/optim/multi.py	pyro/infer/mcmc/adaptation.py	2	7	11
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pyro/optim/multi.py	pyro/infer/trace_elbo.py	2	7	59
pyro/optim/multi.py	pyro/infer/trace_tail_adaptive_elbo.py	2	7	5
pyro/optim/multi.py	pyro/infer/tracegraph_elbo.py	2	7	70
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pyro/optim/multi.py	pyro/ops/einsum/torch_map.py	2	7	5
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pyro/optim/optim.py	pyro/contrib/tracking/dynamic_models.py	2	24	7
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pyro/optim/optim.py	pyro/ops/einsum/torch_map.py	2	24	5
pyro/optim/optim.py	pyro/ops/einsum/torch_marginal.py	2	24	5
pyro/optim/optim.py	pyro/ops/einsum/torch_sample.py	2	24	5
pyro/optim/optim.py	pyro/ops/integrator.py	2	24	16
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pyro/optim/optim.py	pyro/ops/newton.py	2	24	9
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pyro/params/__init__.py	pyro/contrib/gp/kernels/isotropic.py	2	12	14
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pyro/params/__init__.py	pyro/ops/contract.py	2	12	21
pyro/params/__init__.py	pyro/ops/dual_averaging.py	2	12	7
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pyro/params/__init__.py	pyro/ops/einsum/adjoint.py	2	12	7
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pyro/params/__init__.py	pyro/ops/einsum/torch_map.py	2	12	5
pyro/params/__init__.py	pyro/ops/einsum/torch_marginal.py	2	12	5
pyro/params/__init__.py	pyro/ops/einsum/torch_sample.py	2	12	5
pyro/params/__init__.py	pyro/ops/einsum/util.py	2	12	4
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pyro/params/__init__.py	pyro/ops/jit.py	2	12	9
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pyro/params/__init__.py	pyro/ops/newton.py	2	12	9
pyro/params/__init__.py	pyro/ops/packed.py	2	12	10
pyro/params/__init__.py	pyro/ops/rings.py	2	12	10
pyro/params/__init__.py	pyro/ops/stats.py	2	12	17
pyro/params/__init__.py	pyro/optim/adagrad_rmsprop.py	2	12	6
pyro/params/__init__.py	pyro/optim/lr_scheduler.py	2	12	10
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pyro/params/param_store.py	examples/vae/ss_vae_M2.py	2	38	34
pyro/params/param_store.py	examples/vae/utils/custom_mlp.py	2	38	6
pyro/params/param_store.py	examples/vae/utils/mnist_cached.py	2	38	9
pyro/params/param_store.py	examples/vae/vae.py	2	38	29
pyro/params/param_store.py	examples/vae/vae_comparison.py	2	38	29
pyro/params/param_store.py	pyro/contrib/autoname/scoping.py	2	38	6
pyro/params/param_store.py	pyro/contrib/conjugate/infer.py	2	38	4
pyro/params/param_store.py	pyro/contrib/oed/glmm/guides.py	2	38	3
pyro/params/param_store.py	pyro/contrib/oed/search.py	2	38	4
pyro/params/param_store.py	pyro/contrib/tracking/dynamic_models.py	2	38	7
pyro/params/param_store.py	pyro/contrib/tracking/extended_kalman_filter.py	2	38	8
pyro/params/param_store.py	pyro/contrib/tracking/measurements.py	2	38	5
pyro/params/param_store.py	pyro/distributions/conditional.py	2	38	5
pyro/params/param_store.py	pyro/distributions/multivariate_studentt.py	2	38	5
pyro/params/param_store.py	pyro/distributions/transforms/affine_autoregressive.py	2	38	11
pyro/params/param_store.py	pyro/distributions/transforms/batchnorm.py	2	38	7
pyro/params/param_store.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	38	5
pyro/params/param_store.py	pyro/distributions/transforms/neural_autoregressive.py	2	38	10
pyro/params/param_store.py	pyro/distributions/unit.py	2	38	3
pyro/params/param_store.py	pyro/distributions/zero_inflated.py	2	38	8
pyro/params/param_store.py	pyro/infer/autoguide/initialization.py	2	38	7
pyro/params/param_store.py	pyro/infer/mcmc/adaptation.py	2	38	11
pyro/params/param_store.py	pyro/infer/mcmc/logger.py	2	38	12
pyro/params/param_store.py	pyro/infer/mcmc/util.py	2	38	35
pyro/params/param_store.py	pyro/infer/rws.py	2	38	4
pyro/params/param_store.py	pyro/infer/svgd.py	2	38	7
pyro/params/param_store.py	pyro/ops/welford.py	2	38	6
pyro/params/param_store.py	examples/baseball.py	2	38	46
pyro/params/param_store.py	examples/capture_recapture/cjs.py	2	38	9
pyro/params/param_store.py	examples/eight_schools/data.py	2	38	3
pyro/params/param_store.py	examples/eight_schools/mcmc.py	2	38	29
pyro/params/param_store.py	examples/einsum.py	2	38	3
pyro/params/param_store.py	examples/lda.py	2	38	25
pyro/params/param_store.py	examples/lkj.py	2	38	20
pyro/params/param_store.py	examples/minipyro.py	2	38	26
pyro/params/param_store.py	examples/mixed_hmm/experiment.py	2	38	3
pyro/params/param_store.py	examples/mixed_hmm/model.py	2	38	4
pyro/params/param_store.py	examples/mixed_hmm/seal_data.py	2	38	5
pyro/params/param_store.py	examples/rsa/schelling.py	2	38	19
pyro/params/param_store.py	examples/rsa/schelling_false.py	2	38	19
pyro/params/param_store.py	profiler/distributions.py	2	38	11
pyro/params/param_store.py	pyro/contrib/__init__.py	2	38	17
pyro/params/param_store.py	pyro/contrib/autoname/__init__.py	2	38	5
pyro/params/param_store.py	pyro/contrib/bnn/__init__.py	2	38	3
pyro/params/param_store.py	pyro/contrib/bnn/hidden_layer.py	2	38	3
pyro/params/param_store.py	pyro/contrib/bnn/utils.py	2	38	3
pyro/params/param_store.py	pyro/contrib/easyguide/__init__.py	2	38	3
pyro/params/param_store.py	pyro/contrib/easyguide/easyguide.py	2	38	9
pyro/params/param_store.py	pyro/contrib/examples/util.py	2	38	9
pyro/params/param_store.py	pyro/contrib/gp/__init__.py	2	38	14
pyro/params/param_store.py	pyro/contrib/gp/kernels/__init__.py	2	38	12
pyro/params/param_store.py	pyro/contrib/gp/likelihoods/__init__.py	2	38	8
pyro/params/param_store.py	pyro/contrib/gp/models/__init__.py	2	38	11
pyro/params/param_store.py	pyro/contrib/oed/util.py	2	38	8
pyro/params/param_store.py	pyro/contrib/tracking/__init__.py	2	38	3
pyro/params/param_store.py	pyro/contrib/util.py	2	38	6
pyro/params/param_store.py	pyro/distributions/rejector.py	2	38	10
pyro/params/param_store.py	pyro/distributions/score_parts.py	2	38	7
pyro/params/param_store.py	pyro/distributions/testing/fakes.py	2	38	7
pyro/params/param_store.py	pyro/distributions/torch_patch.py	2	38	27
pyro/params/param_store.py	pyro/distributions/transforms/utils.py	2	38	3
pyro/params/param_store.py	pyro/generic.py	2	38	7
pyro/params/param_store.py	pyro/infer/mcmc/mcmc_kernel.py	2	38	5
pyro/params/param_store.py	pyro/infer/trace_tail_adaptive_elbo.py	2	38	5
pyro/params/param_store.py	pyro/logger.py	2	38	3
pyro/params/param_store.py	pyro/ops/einsum/__init__.py	2	38	13
pyro/params/param_store.py	pyro/ops/einsum/adjoint.py	2	38	7
pyro/params/param_store.py	pyro/ops/einsum/torch_log.py	2	38	11
pyro/params/param_store.py	pyro/ops/einsum/torch_map.py	2	38	5
pyro/params/param_store.py	pyro/ops/einsum/torch_marginal.py	2	38	5
pyro/params/param_store.py	pyro/ops/einsum/torch_sample.py	2	38	5
pyro/params/param_store.py	pyro/ops/linalg.py	2	38	5
pyro/params/param_store.py	pyro/ops/newton.py	2	38	9
pyro/params/param_store.py	pyro/ops/packed.py	2	38	10
pyro/params/param_store.py	pyro/ops/stats.py	2	38	17
pyro/poutine/__init__.py	examples/baseball.py	2	64	46
pyro/poutine/__init__.py	examples/capture_recapture/cjs.py	2	64	9
pyro/poutine/__init__.py	examples/contrib/autoname/mixture.py	2	64	22
pyro/poutine/__init__.py	examples/contrib/autoname/tree_data.py	2	64	21
pyro/poutine/__init__.py	examples/contrib/gp/sv-dkl.py	2	64	34
pyro/poutine/__init__.py	examples/dmm/polyphonic_data_loader.py	2	64	16
pyro/poutine/__init__.py	examples/eight_schools/data.py	2	64	3
pyro/poutine/__init__.py	examples/eight_schools/mcmc.py	2	64	29
pyro/poutine/__init__.py	examples/eight_schools/svi.py	2	64	22
pyro/poutine/__init__.py	examples/einsum.py	2	64	3
pyro/poutine/__init__.py	examples/lkj.py	2	64	20
pyro/poutine/__init__.py	examples/minipyro.py	2	64	26
pyro/poutine/__init__.py	examples/mixed_hmm/experiment.py	2	64	3
pyro/poutine/__init__.py	examples/mixed_hmm/model.py	2	64	4
pyro/poutine/__init__.py	examples/mixed_hmm/seal_data.py	2	64	5
pyro/poutine/__init__.py	examples/rsa/schelling.py	2	64	19
pyro/poutine/__init__.py	examples/rsa/schelling_false.py	2	64	19
pyro/poutine/__init__.py	examples/rsa/search_inference.py	2	64	9
pyro/poutine/__init__.py	examples/vae/utils/custom_mlp.py	2	64	6
pyro/poutine/__init__.py	examples/vae/utils/mnist_cached.py	2	64	9
pyro/poutine/__init__.py	examples/vae/vae.py	2	64	29
pyro/poutine/__init__.py	profiler/profiling_utils.py	2	64	5
pyro/poutine/__init__.py	pyro/contrib/autoname/__init__.py	2	64	5
pyro/poutine/__init__.py	pyro/contrib/autoname/named.py	2	64	5
pyro/poutine/__init__.py	pyro/contrib/autoname/scoping.py	2	64	6
pyro/poutine/__init__.py	pyro/contrib/bnn/__init__.py	2	64	3
pyro/poutine/__init__.py	pyro/contrib/bnn/hidden_layer.py	2	64	3
pyro/poutine/__init__.py	pyro/contrib/bnn/utils.py	2	64	3
pyro/poutine/__init__.py	pyro/contrib/easyguide/__init__.py	2	64	3
pyro/poutine/__init__.py	pyro/contrib/easyguide/easyguide.py	2	64	9
pyro/poutine/__init__.py	pyro/contrib/examples/util.py	2	64	9
pyro/poutine/__init__.py	pyro/contrib/gp/kernels/brownian.py	2	64	12
pyro/poutine/__init__.py	pyro/contrib/gp/kernels/coregionalize.py	2	64	9
pyro/poutine/__init__.py	pyro/contrib/gp/kernels/dot_product.py	2	64	13
pyro/poutine/__init__.py	pyro/contrib/gp/kernels/isotropic.py	2	64	14
pyro/poutine/__init__.py	pyro/contrib/gp/kernels/static.py	2	64	13
pyro/poutine/__init__.py	pyro/contrib/gp/likelihoods/__init__.py	2	64	8
pyro/poutine/__init__.py	pyro/contrib/gp/likelihoods/binary.py	2	64	17
pyro/poutine/__init__.py	pyro/contrib/gp/likelihoods/likelihood.py	2	64	12
pyro/poutine/__init__.py	pyro/contrib/gp/likelihoods/multi_class.py	2	64	15
pyro/poutine/__init__.py	pyro/contrib/gp/likelihoods/poisson.py	2	64	11
pyro/poutine/__init__.py	pyro/contrib/gp/models/gplvm.py	2	64	12
pyro/poutine/__init__.py	pyro/contrib/gp/models/gpr.py	2	64	27
pyro/poutine/__init__.py	pyro/contrib/gp/models/model.py	2	64	24
pyro/poutine/__init__.py	pyro/contrib/gp/models/vgp.py	2	64	21
pyro/poutine/__init__.py	pyro/contrib/gp/models/vsgp.py	2	64	11
pyro/poutine/__init__.py	pyro/contrib/gp/parameterized.py	2	64	8
pyro/poutine/__init__.py	pyro/contrib/gp/util.py	2	64	19
pyro/poutine/__init__.py	pyro/contrib/minipyro.py	2	64	17
pyro/poutine/__init__.py	pyro/contrib/oed/eig.py	2	64	17
pyro/poutine/__init__.py	pyro/contrib/oed/util.py	2	64	8
pyro/poutine/__init__.py	pyro/contrib/tracking/__init__.py	2	64	3
pyro/poutine/__init__.py	pyro/contrib/tracking/assignment.py	2	64	9
pyro/poutine/__init__.py	pyro/contrib/tracking/distributions.py	2	64	6
pyro/poutine/__init__.py	pyro/contrib/tracking/hashing.py	2	64	8
pyro/poutine/__init__.py	pyro/contrib/util.py	2	64	6
pyro/poutine/__init__.py	pyro/distributions/avf_mvn.py	2	64	6
pyro/poutine/__init__.py	pyro/distributions/conjugate.py	2	64	13
pyro/poutine/__init__.py	pyro/distributions/diag_normal_mixture.py	2	64	8
pyro/poutine/__init__.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	64	9
pyro/poutine/__init__.py	pyro/distributions/gaussian_scale_mixture.py	2	64	9
pyro/poutine/__init__.py	pyro/distributions/hmm.py	2	64	30
pyro/poutine/__init__.py	pyro/distributions/inverse_gamma.py	2	64	6
pyro/poutine/__init__.py	pyro/distributions/lkj.py	2	64	10
pyro/poutine/__init__.py	pyro/distributions/omt_mvn.py	2	64	18
pyro/poutine/__init__.py	pyro/distributions/rejector.py	2	64	10
pyro/poutine/__init__.py	pyro/distributions/relaxed_straight_through.py	2	64	8
pyro/poutine/__init__.py	pyro/distributions/spanning_tree.py	2	64	7
pyro/poutine/__init__.py	pyro/distributions/stable.py	2	64	9
pyro/poutine/__init__.py	pyro/distributions/testing/fakes.py	2	64	7
pyro/poutine/__init__.py	pyro/distributions/testing/naive_dirichlet.py	2	64	7
pyro/poutine/__init__.py	pyro/distributions/torch.py	2	64	40
pyro/poutine/__init__.py	pyro/distributions/torch_patch.py	2	64	27
pyro/poutine/__init__.py	pyro/distributions/torch_transform.py	2	64	7
pyro/poutine/__init__.py	pyro/distributions/transforms/affine_coupling.py	2	64	13
pyro/poutine/__init__.py	pyro/distributions/transforms/block_autoregressive.py	2	64	12
pyro/poutine/__init__.py	pyro/distributions/transforms/householder.py	2	64	11
pyro/poutine/__init__.py	pyro/distributions/transforms/permute.py	2	64	13
pyro/poutine/__init__.py	pyro/distributions/transforms/planar.py	2	64	16
pyro/poutine/__init__.py	pyro/distributions/transforms/polynomial.py	2	64	9
pyro/poutine/__init__.py	pyro/distributions/transforms/radial.py	2	64	15
pyro/poutine/__init__.py	pyro/distributions/transforms/sylvester.py	2	64	12
pyro/poutine/__init__.py	pyro/distributions/transforms/utils.py	2	64	3
pyro/poutine/__init__.py	pyro/distributions/von_mises_3d.py	2	64	4
pyro/poutine/__init__.py	pyro/infer/discrete.py	2	64	11
pyro/poutine/__init__.py	pyro/infer/mcmc/api.py	2	64	24
pyro/poutine/__init__.py	pyro/infer/mcmc/mcmc_kernel.py	2	64	5
pyro/poutine/__init__.py	pyro/infer/trace_mean_field_elbo.py	2	64	10
pyro/poutine/__init__.py	pyro/infer/trace_mmd.py	2	64	6
pyro/poutine/__init__.py	pyro/infer/trace_tail_adaptive_elbo.py	2	64	5
pyro/poutine/__init__.py	pyro/logger.py	2	64	3
pyro/poutine/__init__.py	pyro/nn/dense_nn.py	2	64	6
pyro/poutine/__init__.py	pyro/ops/dual_averaging.py	2	64	7
pyro/poutine/__init__.py	pyro/ops/einsum/__init__.py	2	64	13
pyro/poutine/__init__.py	pyro/ops/einsum/adjoint.py	2	64	7
pyro/poutine/__init__.py	pyro/ops/einsum/torch_log.py	2	64	11
pyro/poutine/__init__.py	pyro/ops/einsum/torch_map.py	2	64	5
pyro/poutine/__init__.py	pyro/ops/einsum/torch_marginal.py	2	64	5
pyro/poutine/__init__.py	pyro/ops/einsum/torch_sample.py	2	64	5
pyro/poutine/__init__.py	pyro/ops/einsum/util.py	2	64	4
pyro/poutine/__init__.py	pyro/ops/indexing.py	2	64	6
pyro/poutine/__init__.py	pyro/ops/integrator.py	2	64	16
pyro/poutine/__init__.py	pyro/ops/jit.py	2	64	9
pyro/poutine/__init__.py	pyro/ops/linalg.py	2	64	5
pyro/poutine/__init__.py	pyro/ops/newton.py	2	64	9
pyro/poutine/__init__.py	pyro/ops/rings.py	2	64	10
pyro/poutine/__init__.py	pyro/ops/stats.py	2	64	17
pyro/poutine/__init__.py	pyro/optim/adagrad_rmsprop.py	2	64	6
pyro/poutine/__init__.py	pyro/optim/lr_scheduler.py	2	64	10
pyro/poutine/__init__.py	pyro/optim/multi.py	2	64	7
pyro/poutine/block_messenger.py	examples/air/air.py	2	12	36
pyro/poutine/block_messenger.py	examples/air/modules.py	2	12	6
pyro/poutine/block_messenger.py	examples/dmm/dmm.py	2	12	56
pyro/poutine/block_messenger.py	examples/rsa/semantic_parsing.py	2	12	20
pyro/poutine/block_messenger.py	examples/vae/ss_vae_M2.py	2	12	34
pyro/poutine/block_messenger.py	examples/vae/utils/custom_mlp.py	2	12	6
pyro/poutine/block_messenger.py	examples/vae/vae.py	2	12	29
pyro/poutine/block_messenger.py	pyro/contrib/autoname/scoping.py	2	12	6
pyro/poutine/block_messenger.py	pyro/contrib/conjugate/infer.py	2	12	4
pyro/poutine/block_messenger.py	pyro/contrib/oed/glmm/guides.py	2	12	3
pyro/poutine/block_messenger.py	pyro/contrib/oed/search.py	2	12	4
pyro/poutine/block_messenger.py	pyro/contrib/tracking/dynamic_models.py	2	12	7
pyro/poutine/block_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	12	8
pyro/poutine/block_messenger.py	pyro/contrib/tracking/measurements.py	2	12	5
pyro/poutine/block_messenger.py	pyro/distributions/conditional.py	2	12	5
pyro/poutine/block_messenger.py	pyro/distributions/multivariate_studentt.py	2	12	5
pyro/poutine/block_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	12	11
pyro/poutine/block_messenger.py	pyro/distributions/transforms/batchnorm.py	2	12	7
pyro/poutine/block_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	12	5
pyro/poutine/block_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	12	10
pyro/poutine/block_messenger.py	pyro/distributions/unit.py	2	12	3
pyro/poutine/block_messenger.py	pyro/distributions/zero_inflated.py	2	12	8
pyro/poutine/block_messenger.py	pyro/infer/autoguide/initialization.py	2	12	7
pyro/poutine/block_messenger.py	pyro/infer/mcmc/adaptation.py	2	12	11
pyro/poutine/block_messenger.py	pyro/infer/mcmc/logger.py	2	12	12
pyro/poutine/block_messenger.py	pyro/infer/rws.py	2	12	4
pyro/poutine/block_messenger.py	pyro/infer/svgd.py	2	12	7
pyro/poutine/block_messenger.py	pyro/ops/welford.py	2	12	6
pyro/poutine/block_messenger.py	examples/air/main.py	2	12	37
pyro/poutine/block_messenger.py	examples/baseball.py	2	12	46
pyro/poutine/block_messenger.py	examples/capture_recapture/cjs.py	2	12	9
pyro/poutine/block_messenger.py	examples/contrib/autoname/mixture.py	2	12	22
pyro/poutine/block_messenger.py	examples/contrib/autoname/scoping_mixture.py	2	12	22
pyro/poutine/block_messenger.py	examples/contrib/autoname/tree_data.py	2	12	21
pyro/poutine/block_messenger.py	examples/eight_schools/data.py	2	12	3
pyro/poutine/block_messenger.py	examples/eight_schools/mcmc.py	2	12	29
pyro/poutine/block_messenger.py	examples/eight_schools/svi.py	2	12	22
pyro/poutine/block_messenger.py	examples/einsum.py	2	12	3
pyro/poutine/block_messenger.py	examples/inclined_plane.py	2	12	35
pyro/poutine/block_messenger.py	examples/lda.py	2	12	25
pyro/poutine/block_messenger.py	examples/lkj.py	2	12	20
pyro/poutine/block_messenger.py	examples/minipyro.py	2	12	26
pyro/poutine/block_messenger.py	examples/mixed_hmm/experiment.py	2	12	3
pyro/poutine/block_messenger.py	examples/mixed_hmm/model.py	2	12	4
pyro/poutine/block_messenger.py	examples/mixed_hmm/seal_data.py	2	12	5
pyro/poutine/block_messenger.py	examples/rsa/schelling.py	2	12	19
pyro/poutine/block_messenger.py	examples/rsa/schelling_false.py	2	12	19
pyro/poutine/block_messenger.py	profiler/distributions.py	2	12	11
pyro/poutine/block_messenger.py	pyro/__init__.py	2	12	176
pyro/poutine/block_messenger.py	pyro/contrib/__init__.py	2	12	17
pyro/poutine/block_messenger.py	pyro/contrib/autoname/__init__.py	2	12	5
pyro/poutine/block_messenger.py	pyro/contrib/bnn/__init__.py	2	12	3
pyro/poutine/block_messenger.py	pyro/contrib/bnn/hidden_layer.py	2	12	3
pyro/poutine/block_messenger.py	pyro/contrib/bnn/utils.py	2	12	3
pyro/poutine/block_messenger.py	pyro/contrib/easyguide/__init__.py	2	12	3
pyro/poutine/block_messenger.py	pyro/contrib/easyguide/easyguide.py	2	12	9
pyro/poutine/block_messenger.py	pyro/contrib/examples/util.py	2	12	9
pyro/poutine/block_messenger.py	pyro/contrib/gp/__init__.py	2	12	14
pyro/poutine/block_messenger.py	pyro/contrib/gp/kernels/__init__.py	2	12	12
pyro/poutine/block_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	2	12	8
pyro/poutine/block_messenger.py	pyro/contrib/gp/models/__init__.py	2	12	11
pyro/poutine/block_messenger.py	pyro/contrib/gp/util.py	2	12	19
pyro/poutine/block_messenger.py	pyro/contrib/oed/util.py	2	12	8
pyro/poutine/block_messenger.py	pyro/contrib/tracking/__init__.py	2	12	3
pyro/poutine/block_messenger.py	pyro/contrib/util.py	2	12	6
pyro/poutine/block_messenger.py	pyro/distributions/__init__.py	2	12	114
pyro/poutine/block_messenger.py	pyro/distributions/distribution.py	2	12	44
pyro/poutine/block_messenger.py	pyro/distributions/rejector.py	2	12	10
pyro/poutine/block_messenger.py	pyro/distributions/score_parts.py	2	12	7
pyro/poutine/block_messenger.py	pyro/distributions/testing/fakes.py	2	12	7
pyro/poutine/block_messenger.py	pyro/distributions/transforms/utils.py	2	12	3
pyro/poutine/block_messenger.py	pyro/generic.py	2	12	7
pyro/poutine/block_messenger.py	pyro/infer/__init__.py	2	12	44
pyro/poutine/block_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	2	12	5
pyro/poutine/block_messenger.py	pyro/infer/trace_elbo.py	2	12	59
pyro/poutine/block_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	2	12	5
pyro/poutine/block_messenger.py	pyro/infer/tracetmc_elbo.py	2	12	5
pyro/poutine/block_messenger.py	pyro/logger.py	2	12	3
pyro/poutine/block_messenger.py	pyro/nn/__init__.py	2	12	16
pyro/poutine/block_messenger.py	pyro/ops/einsum/__init__.py	2	12	13
pyro/poutine/block_messenger.py	pyro/ops/einsum/adjoint.py	2	12	7
pyro/poutine/block_messenger.py	pyro/ops/einsum/torch_log.py	2	12	11
pyro/poutine/block_messenger.py	pyro/ops/einsum/torch_map.py	2	12	5
pyro/poutine/block_messenger.py	pyro/ops/einsum/torch_marginal.py	2	12	5
pyro/poutine/block_messenger.py	pyro/ops/einsum/torch_sample.py	2	12	5
pyro/poutine/block_messenger.py	pyro/ops/integrator.py	2	12	16
pyro/poutine/block_messenger.py	pyro/ops/linalg.py	2	12	5
pyro/poutine/block_messenger.py	pyro/ops/newton.py	2	12	9
pyro/poutine/block_messenger.py	pyro/ops/packed.py	2	12	10
pyro/poutine/block_messenger.py	pyro/optim/__init__.py	2	12	17
pyro/poutine/block_messenger.py	pyro/params/__init__.py	2	12	12
pyro/poutine/broadcast_messenger.py	examples/air/air.py	2	9	36
pyro/poutine/broadcast_messenger.py	examples/air/main.py	2	9	37
pyro/poutine/broadcast_messenger.py	examples/capture_recapture/cjs.py	2	9	9
pyro/poutine/broadcast_messenger.py	examples/contrib/autoname/mixture.py	2	9	22
pyro/poutine/broadcast_messenger.py	examples/contrib/autoname/tree_data.py	2	9	21
pyro/poutine/broadcast_messenger.py	examples/contrib/gp/sv-dkl.py	2	9	34
pyro/poutine/broadcast_messenger.py	examples/dmm/dmm.py	2	9	56
pyro/poutine/broadcast_messenger.py	examples/eight_schools/data.py	2	9	3
pyro/poutine/broadcast_messenger.py	examples/eight_schools/svi.py	2	9	22
pyro/poutine/broadcast_messenger.py	examples/einsum.py	2	9	3
pyro/poutine/broadcast_messenger.py	examples/inclined_plane.py	2	9	35
pyro/poutine/broadcast_messenger.py	examples/lkj.py	2	9	20
pyro/poutine/broadcast_messenger.py	examples/minipyro.py	2	9	26
pyro/poutine/broadcast_messenger.py	examples/mixed_hmm/experiment.py	2	9	3
pyro/poutine/broadcast_messenger.py	examples/mixed_hmm/model.py	2	9	4
pyro/poutine/broadcast_messenger.py	examples/mixed_hmm/seal_data.py	2	9	5
pyro/poutine/broadcast_messenger.py	examples/rsa/schelling.py	2	9	19
pyro/poutine/broadcast_messenger.py	examples/rsa/schelling_false.py	2	9	19
pyro/poutine/broadcast_messenger.py	examples/rsa/search_inference.py	2	9	9
pyro/poutine/broadcast_messenger.py	examples/vae/ss_vae_M2.py	2	9	34
pyro/poutine/broadcast_messenger.py	examples/vae/utils/mnist_cached.py	2	9	9
pyro/poutine/broadcast_messenger.py	examples/vae/vae.py	2	9	29
pyro/poutine/broadcast_messenger.py	examples/vae/vae_comparison.py	2	9	29
pyro/poutine/broadcast_messenger.py	profiler/distributions.py	2	9	11
pyro/poutine/broadcast_messenger.py	profiler/profiling_utils.py	2	9	5
pyro/poutine/broadcast_messenger.py	pyro/contrib/__init__.py	2	9	17
pyro/poutine/broadcast_messenger.py	pyro/contrib/autoname/__init__.py	2	9	5
pyro/poutine/broadcast_messenger.py	pyro/contrib/autoname/named.py	2	9	5
pyro/poutine/broadcast_messenger.py	pyro/contrib/bnn/__init__.py	2	9	3
pyro/poutine/broadcast_messenger.py	pyro/contrib/bnn/hidden_layer.py	2	9	3
pyro/poutine/broadcast_messenger.py	pyro/contrib/bnn/utils.py	2	9	3
pyro/poutine/broadcast_messenger.py	pyro/contrib/easyguide/__init__.py	2	9	3
pyro/poutine/broadcast_messenger.py	pyro/contrib/easyguide/easyguide.py	2	9	9
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/__init__.py	2	9	14
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/kernels/__init__.py	2	9	12
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/kernels/brownian.py	2	9	12
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	2	9	9
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/kernels/dot_product.py	2	9	13
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/kernels/isotropic.py	2	9	14
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/kernels/kernel.py	2	9	22
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/kernels/periodic.py	2	9	12
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/kernels/static.py	2	9	13
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	2	9	8
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/likelihoods/binary.py	2	9	17
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	2	9	18
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	2	9	12
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	2	9	15
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	2	9	11
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/models/__init__.py	2	9	11
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/models/model.py	2	9	24
pyro/poutine/broadcast_messenger.py	pyro/contrib/gp/parameterized.py	2	9	8
pyro/poutine/broadcast_messenger.py	pyro/contrib/minipyro.py	2	9	17
pyro/poutine/broadcast_messenger.py	pyro/contrib/oed/util.py	2	9	8
pyro/poutine/broadcast_messenger.py	pyro/contrib/tracking/__init__.py	2	9	3
pyro/poutine/broadcast_messenger.py	pyro/contrib/tracking/assignment.py	2	9	9
pyro/poutine/broadcast_messenger.py	pyro/contrib/tracking/distributions.py	2	9	6
pyro/poutine/broadcast_messenger.py	pyro/contrib/tracking/hashing.py	2	9	8
pyro/poutine/broadcast_messenger.py	pyro/contrib/util.py	2	9	6
pyro/poutine/broadcast_messenger.py	pyro/distributions/avf_mvn.py	2	9	6
pyro/poutine/broadcast_messenger.py	pyro/distributions/conjugate.py	2	9	13
pyro/poutine/broadcast_messenger.py	pyro/distributions/empirical.py	2	9	13
pyro/poutine/broadcast_messenger.py	pyro/distributions/gaussian_scale_mixture.py	2	9	9
pyro/poutine/broadcast_messenger.py	pyro/distributions/hmm.py	2	9	30
pyro/poutine/broadcast_messenger.py	pyro/distributions/inverse_gamma.py	2	9	6
pyro/poutine/broadcast_messenger.py	pyro/distributions/lkj.py	2	9	10
pyro/poutine/broadcast_messenger.py	pyro/distributions/rejector.py	2	9	10
pyro/poutine/broadcast_messenger.py	pyro/distributions/score_parts.py	2	9	7
pyro/poutine/broadcast_messenger.py	pyro/distributions/spanning_tree.py	2	9	7
pyro/poutine/broadcast_messenger.py	pyro/distributions/testing/fakes.py	2	9	7
pyro/poutine/broadcast_messenger.py	pyro/distributions/testing/naive_dirichlet.py	2	9	7
pyro/poutine/broadcast_messenger.py	pyro/distributions/testing/rejection_exponential.py	2	9	9
pyro/poutine/broadcast_messenger.py	pyro/distributions/torch_transform.py	2	9	7
pyro/poutine/broadcast_messenger.py	pyro/distributions/transforms/affine_coupling.py	2	9	13
pyro/poutine/broadcast_messenger.py	pyro/distributions/transforms/block_autoregressive.py	2	9	12
pyro/poutine/broadcast_messenger.py	pyro/distributions/transforms/householder.py	2	9	11
pyro/poutine/broadcast_messenger.py	pyro/distributions/transforms/permute.py	2	9	13
pyro/poutine/broadcast_messenger.py	pyro/distributions/transforms/planar.py	2	9	16
pyro/poutine/broadcast_messenger.py	pyro/distributions/transforms/polynomial.py	2	9	9
pyro/poutine/broadcast_messenger.py	pyro/distributions/transforms/radial.py	2	9	15
pyro/poutine/broadcast_messenger.py	pyro/distributions/transforms/sylvester.py	2	9	12
pyro/poutine/broadcast_messenger.py	pyro/distributions/transforms/utils.py	2	9	3
pyro/poutine/broadcast_messenger.py	pyro/distributions/von_mises_3d.py	2	9	4
pyro/poutine/broadcast_messenger.py	pyro/generic.py	2	9	7
pyro/poutine/broadcast_messenger.py	pyro/infer/__init__.py	2	9	44
pyro/poutine/broadcast_messenger.py	pyro/infer/abstract_infer.py	2	9	64
pyro/poutine/broadcast_messenger.py	pyro/infer/csis.py	2	9	5
pyro/poutine/broadcast_messenger.py	pyro/infer/importance.py	2	9	33
pyro/poutine/broadcast_messenger.py	pyro/infer/mcmc/api.py	2	9	24
pyro/poutine/broadcast_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	2	9	5
pyro/poutine/broadcast_messenger.py	pyro/infer/svi.py	2	9	28
pyro/poutine/broadcast_messenger.py	pyro/infer/trace_mean_field_elbo.py	2	9	10
pyro/poutine/broadcast_messenger.py	pyro/infer/trace_mmd.py	2	9	6
pyro/poutine/broadcast_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	2	9	5
pyro/poutine/broadcast_messenger.py	pyro/infer/tracetmc_elbo.py	2	9	5
pyro/poutine/broadcast_messenger.py	pyro/logger.py	2	9	3
pyro/poutine/broadcast_messenger.py	pyro/nn/__init__.py	2	9	16
pyro/poutine/broadcast_messenger.py	pyro/nn/auto_reg_nn.py	2	9	25
pyro/poutine/broadcast_messenger.py	pyro/nn/dense_nn.py	2	9	6
pyro/poutine/broadcast_messenger.py	pyro/ops/dual_averaging.py	2	9	7
pyro/poutine/broadcast_messenger.py	pyro/ops/einsum/__init__.py	2	9	13
pyro/poutine/broadcast_messenger.py	pyro/ops/einsum/adjoint.py	2	9	7
pyro/poutine/broadcast_messenger.py	pyro/ops/einsum/torch_log.py	2	9	11
pyro/poutine/broadcast_messenger.py	pyro/ops/einsum/torch_map.py	2	9	5
pyro/poutine/broadcast_messenger.py	pyro/ops/einsum/torch_marginal.py	2	9	5
pyro/poutine/broadcast_messenger.py	pyro/ops/einsum/torch_sample.py	2	9	5
pyro/poutine/broadcast_messenger.py	pyro/ops/einsum/util.py	2	9	4
pyro/poutine/broadcast_messenger.py	pyro/ops/indexing.py	2	9	6
pyro/poutine/broadcast_messenger.py	pyro/ops/integrator.py	2	9	16
pyro/poutine/broadcast_messenger.py	pyro/ops/linalg.py	2	9	5
pyro/poutine/broadcast_messenger.py	pyro/ops/newton.py	2	9	9
pyro/poutine/broadcast_messenger.py	pyro/ops/packed.py	2	9	10
pyro/poutine/broadcast_messenger.py	pyro/ops/rings.py	2	9	10
pyro/poutine/broadcast_messenger.py	pyro/ops/stats.py	2	9	17
pyro/poutine/broadcast_messenger.py	pyro/optim/__init__.py	2	9	17
pyro/poutine/broadcast_messenger.py	pyro/optim/adagrad_rmsprop.py	2	9	6
pyro/poutine/broadcast_messenger.py	pyro/optim/clipped_adam.py	2	9	10
pyro/poutine/broadcast_messenger.py	pyro/optim/lr_scheduler.py	2	9	10
pyro/poutine/broadcast_messenger.py	pyro/optim/multi.py	2	9	7
pyro/poutine/broadcast_messenger.py	pyro/optim/optim.py	2	9	24
pyro/poutine/broadcast_messenger.py	pyro/params/__init__.py	2	9	12
pyro/poutine/broadcast_messenger.py	pyro/params/param_store.py	2	9	38
pyro/poutine/condition_messenger.py	examples/air/air.py	2	7	36
pyro/poutine/condition_messenger.py	examples/air/modules.py	2	7	6
pyro/poutine/condition_messenger.py	examples/dmm/dmm.py	2	7	56
pyro/poutine/condition_messenger.py	examples/rsa/semantic_parsing.py	2	7	20
pyro/poutine/condition_messenger.py	examples/vae/ss_vae_M2.py	2	7	34
pyro/poutine/condition_messenger.py	examples/vae/utils/custom_mlp.py	2	7	6
pyro/poutine/condition_messenger.py	examples/vae/utils/mnist_cached.py	2	7	9
pyro/poutine/condition_messenger.py	examples/vae/vae.py	2	7	29
pyro/poutine/condition_messenger.py	examples/vae/vae_comparison.py	2	7	29
pyro/poutine/condition_messenger.py	pyro/contrib/autoname/scoping.py	2	7	6
pyro/poutine/condition_messenger.py	pyro/contrib/conjugate/infer.py	2	7	4
pyro/poutine/condition_messenger.py	pyro/contrib/oed/glmm/guides.py	2	7	3
pyro/poutine/condition_messenger.py	pyro/contrib/oed/search.py	2	7	4
pyro/poutine/condition_messenger.py	pyro/contrib/tracking/dynamic_models.py	2	7	7
pyro/poutine/condition_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	7	8
pyro/poutine/condition_messenger.py	pyro/contrib/tracking/measurements.py	2	7	5
pyro/poutine/condition_messenger.py	pyro/distributions/conditional.py	2	7	5
pyro/poutine/condition_messenger.py	pyro/distributions/multivariate_studentt.py	2	7	5
pyro/poutine/condition_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	7	11
pyro/poutine/condition_messenger.py	pyro/distributions/transforms/batchnorm.py	2	7	7
pyro/poutine/condition_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	7	5
pyro/poutine/condition_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	7	10
pyro/poutine/condition_messenger.py	pyro/distributions/unit.py	2	7	3
pyro/poutine/condition_messenger.py	pyro/distributions/zero_inflated.py	2	7	8
pyro/poutine/condition_messenger.py	pyro/infer/autoguide/initialization.py	2	7	7
pyro/poutine/condition_messenger.py	pyro/infer/mcmc/adaptation.py	2	7	11
pyro/poutine/condition_messenger.py	pyro/infer/mcmc/logger.py	2	7	12
pyro/poutine/condition_messenger.py	pyro/infer/mcmc/util.py	2	7	35
pyro/poutine/condition_messenger.py	pyro/infer/rws.py	2	7	4
pyro/poutine/condition_messenger.py	pyro/infer/svgd.py	2	7	7
pyro/poutine/condition_messenger.py	pyro/ops/welford.py	2	7	6
pyro/poutine/condition_messenger.py	examples/air/main.py	2	7	37
pyro/poutine/condition_messenger.py	examples/baseball.py	2	7	46
pyro/poutine/condition_messenger.py	examples/capture_recapture/cjs.py	2	7	9
pyro/poutine/condition_messenger.py	examples/contrib/autoname/mixture.py	2	7	22
pyro/poutine/condition_messenger.py	examples/contrib/autoname/scoping_mixture.py	2	7	22
pyro/poutine/condition_messenger.py	examples/contrib/autoname/tree_data.py	2	7	21
pyro/poutine/condition_messenger.py	examples/eight_schools/data.py	2	7	3
pyro/poutine/condition_messenger.py	examples/eight_schools/mcmc.py	2	7	29
pyro/poutine/condition_messenger.py	examples/eight_schools/svi.py	2	7	22
pyro/poutine/condition_messenger.py	examples/einsum.py	2	7	3
pyro/poutine/condition_messenger.py	examples/inclined_plane.py	2	7	35
pyro/poutine/condition_messenger.py	examples/lda.py	2	7	25
pyro/poutine/condition_messenger.py	examples/lkj.py	2	7	20
pyro/poutine/condition_messenger.py	examples/minipyro.py	2	7	26
pyro/poutine/condition_messenger.py	examples/mixed_hmm/experiment.py	2	7	3
pyro/poutine/condition_messenger.py	examples/mixed_hmm/model.py	2	7	4
pyro/poutine/condition_messenger.py	examples/mixed_hmm/seal_data.py	2	7	5
pyro/poutine/condition_messenger.py	examples/rsa/schelling.py	2	7	19
pyro/poutine/condition_messenger.py	examples/rsa/schelling_false.py	2	7	19
pyro/poutine/condition_messenger.py	profiler/distributions.py	2	7	11
pyro/poutine/condition_messenger.py	pyro/__init__.py	2	7	176
pyro/poutine/condition_messenger.py	pyro/contrib/__init__.py	2	7	17
pyro/poutine/condition_messenger.py	pyro/contrib/autoname/__init__.py	2	7	5
pyro/poutine/condition_messenger.py	pyro/contrib/bnn/__init__.py	2	7	3
pyro/poutine/condition_messenger.py	pyro/contrib/bnn/hidden_layer.py	2	7	3
pyro/poutine/condition_messenger.py	pyro/contrib/bnn/utils.py	2	7	3
pyro/poutine/condition_messenger.py	pyro/contrib/easyguide/__init__.py	2	7	3
pyro/poutine/condition_messenger.py	pyro/contrib/easyguide/easyguide.py	2	7	9
pyro/poutine/condition_messenger.py	pyro/contrib/examples/util.py	2	7	9
pyro/poutine/condition_messenger.py	pyro/contrib/gp/__init__.py	2	7	14
pyro/poutine/condition_messenger.py	pyro/contrib/gp/kernels/__init__.py	2	7	12
pyro/poutine/condition_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	2	7	8
pyro/poutine/condition_messenger.py	pyro/contrib/gp/models/__init__.py	2	7	11
pyro/poutine/condition_messenger.py	pyro/contrib/gp/util.py	2	7	19
pyro/poutine/condition_messenger.py	pyro/contrib/oed/util.py	2	7	8
pyro/poutine/condition_messenger.py	pyro/contrib/tracking/__init__.py	2	7	3
pyro/poutine/condition_messenger.py	pyro/contrib/util.py	2	7	6
pyro/poutine/condition_messenger.py	pyro/distributions/__init__.py	2	7	114
pyro/poutine/condition_messenger.py	pyro/distributions/distribution.py	2	7	44
pyro/poutine/condition_messenger.py	pyro/distributions/rejector.py	2	7	10
pyro/poutine/condition_messenger.py	pyro/distributions/score_parts.py	2	7	7
pyro/poutine/condition_messenger.py	pyro/distributions/testing/fakes.py	2	7	7
pyro/poutine/condition_messenger.py	pyro/distributions/torch_patch.py	2	7	27
pyro/poutine/condition_messenger.py	pyro/distributions/transforms/utils.py	2	7	3
pyro/poutine/condition_messenger.py	pyro/generic.py	2	7	7
pyro/poutine/condition_messenger.py	pyro/infer/__init__.py	2	7	44
pyro/poutine/condition_messenger.py	pyro/infer/elbo.py	2	7	27
pyro/poutine/condition_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	2	7	5
pyro/poutine/condition_messenger.py	pyro/infer/trace_elbo.py	2	7	59
pyro/poutine/condition_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	2	7	5
pyro/poutine/condition_messenger.py	pyro/infer/tracegraph_elbo.py	2	7	70
pyro/poutine/condition_messenger.py	pyro/infer/tracetmc_elbo.py	2	7	5
pyro/poutine/condition_messenger.py	pyro/logger.py	2	7	3
pyro/poutine/condition_messenger.py	pyro/nn/__init__.py	2	7	16
pyro/poutine/condition_messenger.py	pyro/ops/einsum/__init__.py	2	7	13
pyro/poutine/condition_messenger.py	pyro/ops/einsum/adjoint.py	2	7	7
pyro/poutine/condition_messenger.py	pyro/ops/einsum/torch_log.py	2	7	11
pyro/poutine/condition_messenger.py	pyro/ops/einsum/torch_map.py	2	7	5
pyro/poutine/condition_messenger.py	pyro/ops/einsum/torch_marginal.py	2	7	5
pyro/poutine/condition_messenger.py	pyro/ops/einsum/torch_sample.py	2	7	5
pyro/poutine/condition_messenger.py	pyro/ops/integrator.py	2	7	16
pyro/poutine/condition_messenger.py	pyro/ops/linalg.py	2	7	5
pyro/poutine/condition_messenger.py	pyro/ops/newton.py	2	7	9
pyro/poutine/condition_messenger.py	pyro/ops/packed.py	2	7	10
pyro/poutine/condition_messenger.py	pyro/ops/stats.py	2	7	17
pyro/poutine/condition_messenger.py	pyro/optim/__init__.py	2	7	17
pyro/poutine/condition_messenger.py	pyro/params/__init__.py	2	7	12
pyro/poutine/do_messenger.py	examples/air/air.py	2	3	36
pyro/poutine/do_messenger.py	examples/air/modules.py	2	3	6
pyro/poutine/do_messenger.py	examples/contrib/gp/sv-dkl.py	2	3	34
pyro/poutine/do_messenger.py	examples/dmm/dmm.py	2	3	56
pyro/poutine/do_messenger.py	examples/hmm.py	2	3	45
pyro/poutine/do_messenger.py	examples/rsa/search_inference.py	2	3	9
pyro/poutine/do_messenger.py	examples/rsa/semantic_parsing.py	2	3	20
pyro/poutine/do_messenger.py	examples/sparse_gamma_def.py	2	3	28
pyro/poutine/do_messenger.py	examples/vae/ss_vae_M2.py	2	3	34
pyro/poutine/do_messenger.py	examples/vae/utils/custom_mlp.py	2	3	6
pyro/poutine/do_messenger.py	examples/vae/utils/mnist_cached.py	2	3	9
pyro/poutine/do_messenger.py	examples/vae/vae.py	2	3	29
pyro/poutine/do_messenger.py	examples/vae/vae_comparison.py	2	3	29
pyro/poutine/do_messenger.py	profiler/profiling_utils.py	2	3	5
pyro/poutine/do_messenger.py	pyro/contrib/autoname/named.py	2	3	5
pyro/poutine/do_messenger.py	pyro/contrib/autoname/scoping.py	2	3	6
pyro/poutine/do_messenger.py	pyro/contrib/conjugate/infer.py	2	3	4
pyro/poutine/do_messenger.py	pyro/contrib/gp/kernels/brownian.py	2	3	12
pyro/poutine/do_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	2	3	9
pyro/poutine/do_messenger.py	pyro/contrib/gp/kernels/dot_product.py	2	3	13
pyro/poutine/do_messenger.py	pyro/contrib/gp/kernels/isotropic.py	2	3	14
pyro/poutine/do_messenger.py	pyro/contrib/gp/kernels/kernel.py	2	3	22
pyro/poutine/do_messenger.py	pyro/contrib/gp/kernels/periodic.py	2	3	12
pyro/poutine/do_messenger.py	pyro/contrib/gp/kernels/static.py	2	3	13
pyro/poutine/do_messenger.py	pyro/contrib/gp/likelihoods/binary.py	2	3	17
pyro/poutine/do_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	2	3	18
pyro/poutine/do_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	2	3	12
pyro/poutine/do_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	2	3	15
pyro/poutine/do_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	2	3	11
pyro/poutine/do_messenger.py	pyro/contrib/gp/models/gplvm.py	2	3	12
pyro/poutine/do_messenger.py	pyro/contrib/gp/models/gpr.py	2	3	27
pyro/poutine/do_messenger.py	pyro/contrib/gp/models/model.py	2	3	24
pyro/poutine/do_messenger.py	pyro/contrib/gp/models/sgpr.py	2	3	32
pyro/poutine/do_messenger.py	pyro/contrib/gp/models/vgp.py	2	3	21
pyro/poutine/do_messenger.py	pyro/contrib/gp/models/vsgp.py	2	3	11
pyro/poutine/do_messenger.py	pyro/contrib/gp/parameterized.py	2	3	8
pyro/poutine/do_messenger.py	pyro/contrib/minipyro.py	2	3	17
pyro/poutine/do_messenger.py	pyro/contrib/oed/eig.py	2	3	17
pyro/poutine/do_messenger.py	pyro/contrib/oed/glmm/guides.py	2	3	3
pyro/poutine/do_messenger.py	pyro/contrib/oed/search.py	2	3	4
pyro/poutine/do_messenger.py	pyro/contrib/tracking/assignment.py	2	3	9
pyro/poutine/do_messenger.py	pyro/contrib/tracking/distributions.py	2	3	6
pyro/poutine/do_messenger.py	pyro/contrib/tracking/dynamic_models.py	2	3	7
pyro/poutine/do_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	3	8
pyro/poutine/do_messenger.py	pyro/contrib/tracking/hashing.py	2	3	8
pyro/poutine/do_messenger.py	pyro/contrib/tracking/measurements.py	2	3	5
pyro/poutine/do_messenger.py	pyro/distributions/avf_mvn.py	2	3	6
pyro/poutine/do_messenger.py	pyro/distributions/conditional.py	2	3	5
pyro/poutine/do_messenger.py	pyro/distributions/conjugate.py	2	3	13
pyro/poutine/do_messenger.py	pyro/distributions/delta.py	2	3	44
pyro/poutine/do_messenger.py	pyro/distributions/diag_normal_mixture.py	2	3	8
pyro/poutine/do_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	3	9
pyro/poutine/do_messenger.py	pyro/distributions/empirical.py	2	3	13
pyro/poutine/do_messenger.py	pyro/distributions/gaussian_scale_mixture.py	2	3	9
pyro/poutine/do_messenger.py	pyro/distributions/hmm.py	2	3	30
pyro/poutine/do_messenger.py	pyro/distributions/inverse_gamma.py	2	3	6
pyro/poutine/do_messenger.py	pyro/distributions/lkj.py	2	3	10
pyro/poutine/do_messenger.py	pyro/distributions/mixture.py	2	3	8
pyro/poutine/do_messenger.py	pyro/distributions/multivariate_studentt.py	2	3	5
pyro/poutine/do_messenger.py	pyro/distributions/omt_mvn.py	2	3	18
pyro/poutine/do_messenger.py	pyro/distributions/relaxed_straight_through.py	2	3	8
pyro/poutine/do_messenger.py	pyro/distributions/spanning_tree.py	2	3	7
pyro/poutine/do_messenger.py	pyro/distributions/testing/naive_dirichlet.py	2	3	7
pyro/poutine/do_messenger.py	pyro/distributions/testing/rejection_exponential.py	2	3	9
pyro/poutine/do_messenger.py	pyro/distributions/testing/rejection_gamma.py	2	3	19
pyro/poutine/do_messenger.py	pyro/distributions/torch.py	2	3	40
pyro/poutine/do_messenger.py	pyro/distributions/torch_distribution.py	2	3	39
pyro/poutine/do_messenger.py	pyro/distributions/torch_transform.py	2	3	7
pyro/poutine/do_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	3	11
pyro/poutine/do_messenger.py	pyro/distributions/transforms/affine_coupling.py	2	3	13
pyro/poutine/do_messenger.py	pyro/distributions/transforms/batchnorm.py	2	3	7
pyro/poutine/do_messenger.py	pyro/distributions/transforms/block_autoregressive.py	2	3	12
pyro/poutine/do_messenger.py	pyro/distributions/transforms/householder.py	2	3	11
pyro/poutine/do_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	3	5
pyro/poutine/do_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	3	10
pyro/poutine/do_messenger.py	pyro/distributions/transforms/permute.py	2	3	13
pyro/poutine/do_messenger.py	pyro/distributions/transforms/planar.py	2	3	16
pyro/poutine/do_messenger.py	pyro/distributions/transforms/polynomial.py	2	3	9
pyro/poutine/do_messenger.py	pyro/distributions/transforms/radial.py	2	3	15
pyro/poutine/do_messenger.py	pyro/distributions/transforms/sylvester.py	2	3	12
pyro/poutine/do_messenger.py	pyro/distributions/unit.py	2	3	3
pyro/poutine/do_messenger.py	pyro/distributions/util.py	2	3	62
pyro/poutine/do_messenger.py	pyro/distributions/von_mises_3d.py	2	3	4
pyro/poutine/do_messenger.py	pyro/distributions/zero_inflated.py	2	3	8
pyro/poutine/do_messenger.py	pyro/infer/abstract_infer.py	2	3	64
pyro/poutine/do_messenger.py	pyro/infer/autoguide/initialization.py	2	3	7
pyro/poutine/do_messenger.py	pyro/infer/csis.py	2	3	5
pyro/poutine/do_messenger.py	pyro/infer/discrete.py	2	3	11
pyro/poutine/do_messenger.py	pyro/infer/importance.py	2	3	33
pyro/poutine/do_messenger.py	pyro/infer/mcmc/adaptation.py	2	3	11
pyro/poutine/do_messenger.py	pyro/infer/mcmc/api.py	2	3	24
pyro/poutine/do_messenger.py	pyro/infer/mcmc/hmc.py	2	3	77
pyro/poutine/do_messenger.py	pyro/infer/mcmc/logger.py	2	3	12
pyro/poutine/do_messenger.py	pyro/infer/mcmc/nuts.py	2	3	59
pyro/poutine/do_messenger.py	pyro/infer/mcmc/util.py	2	3	35
pyro/poutine/do_messenger.py	pyro/infer/renyi_elbo.py	2	3	14
pyro/poutine/do_messenger.py	pyro/infer/rws.py	2	3	4
pyro/poutine/do_messenger.py	pyro/infer/svgd.py	2	3	7
pyro/poutine/do_messenger.py	pyro/infer/svi.py	2	3	28
pyro/poutine/do_messenger.py	pyro/infer/trace_mean_field_elbo.py	2	3	10
pyro/poutine/do_messenger.py	pyro/infer/trace_mmd.py	2	3	6
pyro/poutine/do_messenger.py	pyro/infer/traceenum_elbo.py	2	3	64
pyro/poutine/do_messenger.py	pyro/infer/util.py	2	3	49
pyro/poutine/do_messenger.py	pyro/nn/auto_reg_nn.py	2	3	25
pyro/poutine/do_messenger.py	pyro/nn/dense_nn.py	2	3	6
pyro/poutine/do_messenger.py	pyro/ops/contract.py	2	3	21
pyro/poutine/do_messenger.py	pyro/ops/dual_averaging.py	2	3	7
pyro/poutine/do_messenger.py	pyro/ops/einsum/util.py	2	3	4
pyro/poutine/do_messenger.py	pyro/ops/indexing.py	2	3	6
pyro/poutine/do_messenger.py	pyro/ops/jit.py	2	3	9
pyro/poutine/do_messenger.py	pyro/ops/rings.py	2	3	10
pyro/poutine/do_messenger.py	pyro/ops/welford.py	2	3	6
pyro/poutine/do_messenger.py	pyro/optim/adagrad_rmsprop.py	2	3	6
pyro/poutine/do_messenger.py	pyro/optim/clipped_adam.py	2	3	10
pyro/poutine/do_messenger.py	pyro/optim/lr_scheduler.py	2	3	10
pyro/poutine/do_messenger.py	pyro/optim/multi.py	2	3	7
pyro/poutine/do_messenger.py	pyro/optim/optim.py	2	3	24
pyro/poutine/do_messenger.py	pyro/params/param_store.py	2	3	38
pyro/poutine/do_messenger.py	pyro/poutine/block_messenger.py	2	3	12
pyro/poutine/enum_messenger.py	examples/air/air.py	2	4	36
pyro/poutine/enum_messenger.py	examples/air/modules.py	2	4	6
pyro/poutine/enum_messenger.py	examples/contrib/gp/sv-dkl.py	2	4	34
pyro/poutine/enum_messenger.py	examples/dmm/dmm.py	2	4	56
pyro/poutine/enum_messenger.py	examples/hmm.py	2	4	45
pyro/poutine/enum_messenger.py	examples/rsa/search_inference.py	2	4	9
pyro/poutine/enum_messenger.py	examples/rsa/semantic_parsing.py	2	4	20
pyro/poutine/enum_messenger.py	examples/sparse_gamma_def.py	2	4	28
pyro/poutine/enum_messenger.py	examples/vae/ss_vae_M2.py	2	4	34
pyro/poutine/enum_messenger.py	examples/vae/utils/custom_mlp.py	2	4	6
pyro/poutine/enum_messenger.py	examples/vae/utils/mnist_cached.py	2	4	9
pyro/poutine/enum_messenger.py	examples/vae/vae.py	2	4	29
pyro/poutine/enum_messenger.py	examples/vae/vae_comparison.py	2	4	29
pyro/poutine/enum_messenger.py	profiler/profiling_utils.py	2	4	5
pyro/poutine/enum_messenger.py	pyro/contrib/autoname/named.py	2	4	5
pyro/poutine/enum_messenger.py	pyro/contrib/autoname/scoping.py	2	4	6
pyro/poutine/enum_messenger.py	pyro/contrib/conjugate/infer.py	2	4	4
pyro/poutine/enum_messenger.py	pyro/contrib/gp/kernels/brownian.py	2	4	12
pyro/poutine/enum_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	2	4	9
pyro/poutine/enum_messenger.py	pyro/contrib/gp/kernels/dot_product.py	2	4	13
pyro/poutine/enum_messenger.py	pyro/contrib/gp/kernels/isotropic.py	2	4	14
pyro/poutine/enum_messenger.py	pyro/contrib/gp/kernels/kernel.py	2	4	22
pyro/poutine/enum_messenger.py	pyro/contrib/gp/kernels/periodic.py	2	4	12
pyro/poutine/enum_messenger.py	pyro/contrib/gp/kernels/static.py	2	4	13
pyro/poutine/enum_messenger.py	pyro/contrib/gp/likelihoods/binary.py	2	4	17
pyro/poutine/enum_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	2	4	18
pyro/poutine/enum_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	2	4	12
pyro/poutine/enum_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	2	4	15
pyro/poutine/enum_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	2	4	11
pyro/poutine/enum_messenger.py	pyro/contrib/gp/models/gplvm.py	2	4	12
pyro/poutine/enum_messenger.py	pyro/contrib/gp/models/gpr.py	2	4	27
pyro/poutine/enum_messenger.py	pyro/contrib/gp/models/model.py	2	4	24
pyro/poutine/enum_messenger.py	pyro/contrib/gp/models/sgpr.py	2	4	32
pyro/poutine/enum_messenger.py	pyro/contrib/gp/models/vgp.py	2	4	21
pyro/poutine/enum_messenger.py	pyro/contrib/gp/models/vsgp.py	2	4	11
pyro/poutine/enum_messenger.py	pyro/contrib/gp/parameterized.py	2	4	8
pyro/poutine/enum_messenger.py	pyro/contrib/minipyro.py	2	4	17
pyro/poutine/enum_messenger.py	pyro/contrib/oed/eig.py	2	4	17
pyro/poutine/enum_messenger.py	pyro/contrib/oed/glmm/guides.py	2	4	3
pyro/poutine/enum_messenger.py	pyro/contrib/oed/search.py	2	4	4
pyro/poutine/enum_messenger.py	pyro/contrib/tracking/assignment.py	2	4	9
pyro/poutine/enum_messenger.py	pyro/contrib/tracking/distributions.py	2	4	6
pyro/poutine/enum_messenger.py	pyro/contrib/tracking/dynamic_models.py	2	4	7
pyro/poutine/enum_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	4	8
pyro/poutine/enum_messenger.py	pyro/contrib/tracking/hashing.py	2	4	8
pyro/poutine/enum_messenger.py	pyro/contrib/tracking/measurements.py	2	4	5
pyro/poutine/enum_messenger.py	pyro/distributions/avf_mvn.py	2	4	6
pyro/poutine/enum_messenger.py	pyro/distributions/conditional.py	2	4	5
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pyro/poutine/enum_messenger.py	pyro/distributions/delta.py	2	4	44
pyro/poutine/enum_messenger.py	pyro/distributions/diag_normal_mixture.py	2	4	8
pyro/poutine/enum_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	4	9
pyro/poutine/enum_messenger.py	pyro/distributions/empirical.py	2	4	13
pyro/poutine/enum_messenger.py	pyro/distributions/gaussian_scale_mixture.py	2	4	9
pyro/poutine/enum_messenger.py	pyro/distributions/hmm.py	2	4	30
pyro/poutine/enum_messenger.py	pyro/distributions/inverse_gamma.py	2	4	6
pyro/poutine/enum_messenger.py	pyro/distributions/lkj.py	2	4	10
pyro/poutine/enum_messenger.py	pyro/distributions/mixture.py	2	4	8
pyro/poutine/enum_messenger.py	pyro/distributions/multivariate_studentt.py	2	4	5
pyro/poutine/enum_messenger.py	pyro/distributions/omt_mvn.py	2	4	18
pyro/poutine/enum_messenger.py	pyro/distributions/relaxed_straight_through.py	2	4	8
pyro/poutine/enum_messenger.py	pyro/distributions/spanning_tree.py	2	4	7
pyro/poutine/enum_messenger.py	pyro/distributions/testing/naive_dirichlet.py	2	4	7
pyro/poutine/enum_messenger.py	pyro/distributions/testing/rejection_exponential.py	2	4	9
pyro/poutine/enum_messenger.py	pyro/distributions/testing/rejection_gamma.py	2	4	19
pyro/poutine/enum_messenger.py	pyro/distributions/torch.py	2	4	40
pyro/poutine/enum_messenger.py	pyro/distributions/torch_distribution.py	2	4	39
pyro/poutine/enum_messenger.py	pyro/distributions/torch_transform.py	2	4	7
pyro/poutine/enum_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	4	11
pyro/poutine/enum_messenger.py	pyro/distributions/transforms/affine_coupling.py	2	4	13
pyro/poutine/enum_messenger.py	pyro/distributions/transforms/batchnorm.py	2	4	7
pyro/poutine/enum_messenger.py	pyro/distributions/transforms/block_autoregressive.py	2	4	12
pyro/poutine/enum_messenger.py	pyro/distributions/transforms/householder.py	2	4	11
pyro/poutine/enum_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	4	5
pyro/poutine/enum_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	4	10
pyro/poutine/enum_messenger.py	pyro/distributions/transforms/permute.py	2	4	13
pyro/poutine/enum_messenger.py	pyro/distributions/transforms/planar.py	2	4	16
pyro/poutine/enum_messenger.py	pyro/distributions/transforms/polynomial.py	2	4	9
pyro/poutine/enum_messenger.py	pyro/distributions/transforms/radial.py	2	4	15
pyro/poutine/enum_messenger.py	pyro/distributions/transforms/sylvester.py	2	4	12
pyro/poutine/enum_messenger.py	pyro/distributions/unit.py	2	4	3
pyro/poutine/enum_messenger.py	pyro/distributions/util.py	2	4	62
pyro/poutine/enum_messenger.py	pyro/distributions/von_mises_3d.py	2	4	4
pyro/poutine/enum_messenger.py	pyro/distributions/zero_inflated.py	2	4	8
pyro/poutine/enum_messenger.py	pyro/infer/abstract_infer.py	2	4	64
pyro/poutine/enum_messenger.py	pyro/infer/autoguide/initialization.py	2	4	7
pyro/poutine/enum_messenger.py	pyro/infer/csis.py	2	4	5
pyro/poutine/enum_messenger.py	pyro/infer/importance.py	2	4	33
pyro/poutine/enum_messenger.py	pyro/infer/mcmc/adaptation.py	2	4	11
pyro/poutine/enum_messenger.py	pyro/infer/mcmc/api.py	2	4	24
pyro/poutine/enum_messenger.py	pyro/infer/mcmc/hmc.py	2	4	77
pyro/poutine/enum_messenger.py	pyro/infer/mcmc/logger.py	2	4	12
pyro/poutine/enum_messenger.py	pyro/infer/mcmc/nuts.py	2	4	59
pyro/poutine/enum_messenger.py	pyro/infer/mcmc/util.py	2	4	35
pyro/poutine/enum_messenger.py	pyro/infer/renyi_elbo.py	2	4	14
pyro/poutine/enum_messenger.py	pyro/infer/rws.py	2	4	4
pyro/poutine/enum_messenger.py	pyro/infer/svgd.py	2	4	7
pyro/poutine/enum_messenger.py	pyro/infer/svi.py	2	4	28
pyro/poutine/enum_messenger.py	pyro/infer/trace_mean_field_elbo.py	2	4	10
pyro/poutine/enum_messenger.py	pyro/infer/trace_mmd.py	2	4	6
pyro/poutine/enum_messenger.py	pyro/infer/util.py	2	4	49
pyro/poutine/enum_messenger.py	pyro/nn/auto_reg_nn.py	2	4	25
pyro/poutine/enum_messenger.py	pyro/nn/dense_nn.py	2	4	6
pyro/poutine/enum_messenger.py	pyro/ops/contract.py	2	4	21
pyro/poutine/enum_messenger.py	pyro/ops/dual_averaging.py	2	4	7
pyro/poutine/enum_messenger.py	pyro/ops/einsum/util.py	2	4	4
pyro/poutine/enum_messenger.py	pyro/ops/indexing.py	2	4	6
pyro/poutine/enum_messenger.py	pyro/ops/jit.py	2	4	9
pyro/poutine/enum_messenger.py	pyro/ops/rings.py	2	4	10
pyro/poutine/enum_messenger.py	pyro/ops/welford.py	2	4	6
pyro/poutine/enum_messenger.py	pyro/optim/adagrad_rmsprop.py	2	4	6
pyro/poutine/enum_messenger.py	pyro/optim/clipped_adam.py	2	4	10
pyro/poutine/enum_messenger.py	pyro/optim/lr_scheduler.py	2	4	10
pyro/poutine/enum_messenger.py	pyro/optim/multi.py	2	4	7
pyro/poutine/enum_messenger.py	pyro/optim/optim.py	2	4	24
pyro/poutine/enum_messenger.py	pyro/params/param_store.py	2	4	38
pyro/poutine/enum_messenger.py	pyro/poutine/do_messenger.py	2	4	3
pyro/poutine/enum_messenger.py	pyro/poutine/broadcast_messenger.py	2	4	9
pyro/poutine/escape_messenger.py	examples/air/modules.py	2	6	6
pyro/poutine/escape_messenger.py	examples/dmm/dmm.py	2	6	56
pyro/poutine/escape_messenger.py	examples/rsa/semantic_parsing.py	2	6	20
pyro/poutine/escape_messenger.py	examples/vae/vae.py	2	6	29
pyro/poutine/escape_messenger.py	pyro/contrib/autoname/scoping.py	2	6	6
pyro/poutine/escape_messenger.py	pyro/contrib/conjugate/infer.py	2	6	4
pyro/poutine/escape_messenger.py	pyro/contrib/oed/glmm/guides.py	2	6	3
pyro/poutine/escape_messenger.py	pyro/contrib/oed/search.py	2	6	4
pyro/poutine/escape_messenger.py	pyro/contrib/tracking/dynamic_models.py	2	6	7
pyro/poutine/escape_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	6	8
pyro/poutine/escape_messenger.py	pyro/contrib/tracking/measurements.py	2	6	5
pyro/poutine/escape_messenger.py	pyro/distributions/conditional.py	2	6	5
pyro/poutine/escape_messenger.py	pyro/distributions/multivariate_studentt.py	2	6	5
pyro/poutine/escape_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	6	11
pyro/poutine/escape_messenger.py	pyro/distributions/transforms/batchnorm.py	2	6	7
pyro/poutine/escape_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	6	5
pyro/poutine/escape_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	6	10
pyro/poutine/escape_messenger.py	pyro/distributions/unit.py	2	6	3
pyro/poutine/escape_messenger.py	pyro/distributions/zero_inflated.py	2	6	8
pyro/poutine/escape_messenger.py	pyro/infer/autoguide/initialization.py	2	6	7
pyro/poutine/escape_messenger.py	pyro/infer/mcmc/adaptation.py	2	6	11
pyro/poutine/escape_messenger.py	pyro/infer/mcmc/logger.py	2	6	12
pyro/poutine/escape_messenger.py	pyro/infer/mcmc/util.py	2	6	35
pyro/poutine/escape_messenger.py	pyro/infer/rws.py	2	6	4
pyro/poutine/escape_messenger.py	pyro/infer/svgd.py	2	6	7
pyro/poutine/escape_messenger.py	pyro/ops/welford.py	2	6	6
pyro/poutine/escape_messenger.py	pyro/poutine/do_messenger.py	2	6	3
pyro/poutine/escape_messenger.py	pyro/poutine/enum_messenger.py	2	6	4
pyro/poutine/escape_messenger.py	examples/baseball.py	2	6	46
pyro/poutine/escape_messenger.py	examples/capture_recapture/cjs.py	2	6	9
pyro/poutine/escape_messenger.py	examples/contrib/autoname/mixture.py	2	6	22
pyro/poutine/escape_messenger.py	examples/contrib/autoname/scoping_mixture.py	2	6	22
pyro/poutine/escape_messenger.py	examples/contrib/autoname/tree_data.py	2	6	21
pyro/poutine/escape_messenger.py	examples/dmm/polyphonic_data_loader.py	2	6	16
pyro/poutine/escape_messenger.py	examples/eight_schools/data.py	2	6	3
pyro/poutine/escape_messenger.py	examples/eight_schools/mcmc.py	2	6	29
pyro/poutine/escape_messenger.py	examples/eight_schools/svi.py	2	6	22
pyro/poutine/escape_messenger.py	examples/einsum.py	2	6	3
pyro/poutine/escape_messenger.py	examples/lda.py	2	6	25
pyro/poutine/escape_messenger.py	examples/lkj.py	2	6	20
pyro/poutine/escape_messenger.py	examples/minipyro.py	2	6	26
pyro/poutine/escape_messenger.py	examples/mixed_hmm/experiment.py	2	6	3
pyro/poutine/escape_messenger.py	examples/mixed_hmm/model.py	2	6	4
pyro/poutine/escape_messenger.py	examples/mixed_hmm/seal_data.py	2	6	5
pyro/poutine/escape_messenger.py	examples/rsa/schelling.py	2	6	19
pyro/poutine/escape_messenger.py	examples/rsa/schelling_false.py	2	6	19
pyro/poutine/escape_messenger.py	pyro/contrib/autoname/__init__.py	2	6	5
pyro/poutine/escape_messenger.py	pyro/contrib/bnn/__init__.py	2	6	3
pyro/poutine/escape_messenger.py	pyro/contrib/bnn/hidden_layer.py	2	6	3
pyro/poutine/escape_messenger.py	pyro/contrib/bnn/utils.py	2	6	3
pyro/poutine/escape_messenger.py	pyro/contrib/easyguide/__init__.py	2	6	3
pyro/poutine/escape_messenger.py	pyro/contrib/easyguide/easyguide.py	2	6	9
pyro/poutine/escape_messenger.py	pyro/contrib/examples/util.py	2	6	9
pyro/poutine/escape_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	2	6	8
pyro/poutine/escape_messenger.py	pyro/contrib/gp/util.py	2	6	19
pyro/poutine/escape_messenger.py	pyro/contrib/oed/util.py	2	6	8
pyro/poutine/escape_messenger.py	pyro/contrib/tracking/__init__.py	2	6	3
pyro/poutine/escape_messenger.py	pyro/contrib/util.py	2	6	6
pyro/poutine/escape_messenger.py	pyro/distributions/distribution.py	2	6	44
pyro/poutine/escape_messenger.py	pyro/distributions/rejector.py	2	6	10
pyro/poutine/escape_messenger.py	pyro/distributions/score_parts.py	2	6	7
pyro/poutine/escape_messenger.py	pyro/distributions/testing/fakes.py	2	6	7
pyro/poutine/escape_messenger.py	pyro/distributions/torch_patch.py	2	6	27
pyro/poutine/escape_messenger.py	pyro/distributions/transforms/utils.py	2	6	3
pyro/poutine/escape_messenger.py	pyro/generic.py	2	6	7
pyro/poutine/escape_messenger.py	pyro/infer/__init__.py	2	6	44
pyro/poutine/escape_messenger.py	pyro/infer/elbo.py	2	6	27
pyro/poutine/escape_messenger.py	pyro/infer/enum.py	2	6	32
pyro/poutine/escape_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	2	6	5
pyro/poutine/escape_messenger.py	pyro/infer/trace_elbo.py	2	6	59
pyro/poutine/escape_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	2	6	5
pyro/poutine/escape_messenger.py	pyro/infer/tracegraph_elbo.py	2	6	70
pyro/poutine/escape_messenger.py	pyro/logger.py	2	6	3
pyro/poutine/escape_messenger.py	pyro/nn/__init__.py	2	6	16
pyro/poutine/escape_messenger.py	pyro/ops/einsum/__init__.py	2	6	13
pyro/poutine/escape_messenger.py	pyro/ops/einsum/adjoint.py	2	6	7
pyro/poutine/escape_messenger.py	pyro/ops/einsum/torch_log.py	2	6	11
pyro/poutine/escape_messenger.py	pyro/ops/einsum/torch_map.py	2	6	5
pyro/poutine/escape_messenger.py	pyro/ops/einsum/torch_marginal.py	2	6	5
pyro/poutine/escape_messenger.py	pyro/ops/einsum/torch_sample.py	2	6	5
pyro/poutine/escape_messenger.py	pyro/ops/integrator.py	2	6	16
pyro/poutine/escape_messenger.py	pyro/ops/linalg.py	2	6	5
pyro/poutine/escape_messenger.py	pyro/ops/newton.py	2	6	9
pyro/poutine/escape_messenger.py	pyro/ops/packed.py	2	6	10
pyro/poutine/escape_messenger.py	pyro/ops/stats.py	2	6	17
pyro/poutine/escape_messenger.py	pyro/poutine/broadcast_messenger.py	2	6	9
pyro/poutine/handlers.py	examples/air/air.py	2	30	36
pyro/poutine/handlers.py	examples/air/main.py	2	30	37
pyro/poutine/handlers.py	examples/contrib/autoname/mixture.py	2	30	22
pyro/poutine/handlers.py	examples/contrib/autoname/tree_data.py	2	30	21
pyro/poutine/handlers.py	examples/contrib/gp/sv-dkl.py	2	30	34
pyro/poutine/handlers.py	examples/dmm/dmm.py	2	30	56
pyro/poutine/handlers.py	examples/dmm/polyphonic_data_loader.py	2	30	16
pyro/poutine/handlers.py	examples/eight_schools/data.py	2	30	3
pyro/poutine/handlers.py	examples/eight_schools/mcmc.py	2	30	29
pyro/poutine/handlers.py	examples/eight_schools/svi.py	2	30	22
pyro/poutine/handlers.py	examples/einsum.py	2	30	3
pyro/poutine/handlers.py	examples/inclined_plane.py	2	30	35
pyro/poutine/handlers.py	examples/lkj.py	2	30	20
pyro/poutine/handlers.py	examples/minipyro.py	2	30	26
pyro/poutine/handlers.py	examples/mixed_hmm/experiment.py	2	30	3
pyro/poutine/handlers.py	examples/mixed_hmm/model.py	2	30	4
pyro/poutine/handlers.py	examples/rsa/schelling.py	2	30	19
pyro/poutine/handlers.py	examples/rsa/schelling_false.py	2	30	19
pyro/poutine/handlers.py	examples/sparse_regression.py	2	30	18
pyro/poutine/handlers.py	examples/vae/ss_vae_M2.py	2	30	34
pyro/poutine/handlers.py	examples/vae/utils/mnist_cached.py	2	30	9
pyro/poutine/handlers.py	examples/vae/vae.py	2	30	29
pyro/poutine/handlers.py	profiler/distributions.py	2	30	11
pyro/poutine/handlers.py	profiler/profiling_utils.py	2	30	5
pyro/poutine/handlers.py	pyro/contrib/autoname/named.py	2	30	5
pyro/poutine/handlers.py	pyro/contrib/bnn/__init__.py	2	30	3
pyro/poutine/handlers.py	pyro/contrib/bnn/hidden_layer.py	2	30	3
pyro/poutine/handlers.py	pyro/contrib/bnn/utils.py	2	30	3
pyro/poutine/handlers.py	pyro/contrib/easyguide/__init__.py	2	30	3
pyro/poutine/handlers.py	pyro/contrib/examples/util.py	2	30	9
pyro/poutine/handlers.py	pyro/contrib/gp/__init__.py	2	30	14
pyro/poutine/handlers.py	pyro/contrib/gp/kernels/__init__.py	2	30	12
pyro/poutine/handlers.py	pyro/contrib/gp/kernels/brownian.py	2	30	12
pyro/poutine/handlers.py	pyro/contrib/gp/kernels/coregionalize.py	2	30	9
pyro/poutine/handlers.py	pyro/contrib/gp/kernels/dot_product.py	2	30	13
pyro/poutine/handlers.py	pyro/contrib/gp/kernels/isotropic.py	2	30	14
pyro/poutine/handlers.py	pyro/contrib/gp/kernels/periodic.py	2	30	12
pyro/poutine/handlers.py	pyro/contrib/gp/kernels/static.py	2	30	13
pyro/poutine/handlers.py	pyro/contrib/gp/likelihoods/__init__.py	2	30	8
pyro/poutine/handlers.py	pyro/contrib/gp/likelihoods/binary.py	2	30	17
pyro/poutine/handlers.py	pyro/contrib/gp/likelihoods/gaussian.py	2	30	18
pyro/poutine/handlers.py	pyro/contrib/gp/likelihoods/likelihood.py	2	30	12
pyro/poutine/handlers.py	pyro/contrib/gp/likelihoods/multi_class.py	2	30	15
pyro/poutine/handlers.py	pyro/contrib/gp/likelihoods/poisson.py	2	30	11
pyro/poutine/handlers.py	pyro/contrib/gp/models/__init__.py	2	30	11
pyro/poutine/handlers.py	pyro/contrib/gp/models/gpr.py	2	30	27
pyro/poutine/handlers.py	pyro/contrib/gp/models/sgpr.py	2	30	32
pyro/poutine/handlers.py	pyro/contrib/gp/models/vgp.py	2	30	21
pyro/poutine/handlers.py	pyro/contrib/gp/models/vsgp.py	2	30	11
pyro/poutine/handlers.py	pyro/contrib/gp/parameterized.py	2	30	8
pyro/poutine/handlers.py	pyro/contrib/gp/util.py	2	30	19
pyro/poutine/handlers.py	pyro/contrib/oed/eig.py	2	30	17
pyro/poutine/handlers.py	pyro/contrib/oed/search.py	2	30	4
pyro/poutine/handlers.py	pyro/contrib/oed/util.py	2	30	8
pyro/poutine/handlers.py	pyro/contrib/tracking/__init__.py	2	30	3
pyro/poutine/handlers.py	pyro/contrib/tracking/assignment.py	2	30	9
pyro/poutine/handlers.py	pyro/contrib/tracking/distributions.py	2	30	6
pyro/poutine/handlers.py	pyro/contrib/tracking/dynamic_models.py	2	30	7
pyro/poutine/handlers.py	pyro/contrib/tracking/hashing.py	2	30	8
pyro/poutine/handlers.py	pyro/contrib/tracking/measurements.py	2	30	5
pyro/poutine/handlers.py	pyro/distributions/avf_mvn.py	2	30	6
pyro/poutine/handlers.py	pyro/distributions/conjugate.py	2	30	13
pyro/poutine/handlers.py	pyro/distributions/delta.py	2	30	44
pyro/poutine/handlers.py	pyro/distributions/diag_normal_mixture.py	2	30	8
pyro/poutine/handlers.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	30	9
pyro/poutine/handlers.py	pyro/distributions/empirical.py	2	30	13
pyro/poutine/handlers.py	pyro/distributions/hmm.py	2	30	30
pyro/poutine/handlers.py	pyro/distributions/inverse_gamma.py	2	30	6
pyro/poutine/handlers.py	pyro/distributions/lkj.py	2	30	10
pyro/poutine/handlers.py	pyro/distributions/omt_mvn.py	2	30	18
pyro/poutine/handlers.py	pyro/distributions/relaxed_straight_through.py	2	30	8
pyro/poutine/handlers.py	pyro/distributions/stable.py	2	30	9
pyro/poutine/handlers.py	pyro/distributions/testing/fakes.py	2	30	7
pyro/poutine/handlers.py	pyro/distributions/testing/naive_dirichlet.py	2	30	7
pyro/poutine/handlers.py	pyro/distributions/testing/rejection_exponential.py	2	30	9
pyro/poutine/handlers.py	pyro/distributions/testing/rejection_gamma.py	2	30	19
pyro/poutine/handlers.py	pyro/distributions/torch.py	2	30	40
pyro/poutine/handlers.py	pyro/distributions/torch_patch.py	2	30	27
pyro/poutine/handlers.py	pyro/distributions/torch_transform.py	2	30	7
pyro/poutine/handlers.py	pyro/distributions/transforms/affine_coupling.py	2	30	13
pyro/poutine/handlers.py	pyro/distributions/transforms/householder.py	2	30	11
pyro/poutine/handlers.py	pyro/distributions/transforms/permute.py	2	30	13
pyro/poutine/handlers.py	pyro/distributions/transforms/planar.py	2	30	16
pyro/poutine/handlers.py	pyro/distributions/transforms/polynomial.py	2	30	9
pyro/poutine/handlers.py	pyro/distributions/transforms/radial.py	2	30	15
pyro/poutine/handlers.py	pyro/distributions/transforms/sylvester.py	2	30	12
pyro/poutine/handlers.py	pyro/distributions/transforms/utils.py	2	30	3
pyro/poutine/handlers.py	pyro/distributions/von_mises_3d.py	2	30	4
pyro/poutine/handlers.py	pyro/infer/svi.py	2	30	28
pyro/poutine/handlers.py	pyro/infer/trace_mean_field_elbo.py	2	30	10
pyro/poutine/handlers.py	pyro/infer/trace_mmd.py	2	30	6
pyro/poutine/handlers.py	pyro/infer/trace_tail_adaptive_elbo.py	2	30	5
pyro/poutine/handlers.py	pyro/infer/tracetmc_elbo.py	2	30	5
pyro/poutine/handlers.py	pyro/logger.py	2	30	3
pyro/poutine/handlers.py	pyro/nn/__init__.py	2	30	16
pyro/poutine/handlers.py	pyro/nn/dense_nn.py	2	30	6
pyro/poutine/handlers.py	pyro/ops/dual_averaging.py	2	30	7
pyro/poutine/handlers.py	pyro/ops/einsum/__init__.py	2	30	13
pyro/poutine/handlers.py	pyro/ops/einsum/torch_log.py	2	30	11
pyro/poutine/handlers.py	pyro/ops/einsum/torch_marginal.py	2	30	5
pyro/poutine/handlers.py	pyro/ops/einsum/util.py	2	30	4
pyro/poutine/handlers.py	pyro/ops/integrator.py	2	30	16
pyro/poutine/handlers.py	pyro/ops/linalg.py	2	30	5
pyro/poutine/handlers.py	pyro/ops/newton.py	2	30	9
pyro/poutine/handlers.py	pyro/optim/__init__.py	2	30	17
pyro/poutine/handlers.py	pyro/optim/adagrad_rmsprop.py	2	30	6
pyro/poutine/handlers.py	pyro/optim/clipped_adam.py	2	30	10
pyro/poutine/handlers.py	pyro/optim/lr_scheduler.py	2	30	10
pyro/poutine/handlers.py	pyro/optim/multi.py	2	30	7
pyro/poutine/handlers.py	pyro/optim/optim.py	2	30	24
pyro/poutine/handlers.py	pyro/optim/pytorch_optimizers.py	2	30	5
pyro/poutine/handlers.py	pyro/params/__init__.py	2	30	12
pyro/poutine/handlers.py	pyro/params/param_store.py	2	30	38
pyro/poutine/handlers.py	pyro/poutine/do_messenger.py	2	30	3
pyro/poutine/handlers.py	pyro/poutine/enum_messenger.py	2	30	4
pyro/poutine/handlers.py	pyro/poutine/escape_messenger.py	2	30	6
pyro/poutine/indep_messenger.py	examples/air/modules.py	2	11	6
pyro/poutine/indep_messenger.py	examples/rsa/semantic_parsing.py	2	11	20
pyro/poutine/indep_messenger.py	examples/vae/utils/custom_mlp.py	2	11	6
pyro/poutine/indep_messenger.py	pyro/contrib/autoname/scoping.py	2	11	6
pyro/poutine/indep_messenger.py	pyro/contrib/conjugate/infer.py	2	11	4
pyro/poutine/indep_messenger.py	pyro/contrib/oed/glmm/guides.py	2	11	3
pyro/poutine/indep_messenger.py	pyro/contrib/oed/search.py	2	11	4
pyro/poutine/indep_messenger.py	pyro/contrib/tracking/dynamic_models.py	2	11	7
pyro/poutine/indep_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	11	8
pyro/poutine/indep_messenger.py	pyro/contrib/tracking/measurements.py	2	11	5
pyro/poutine/indep_messenger.py	pyro/distributions/conditional.py	2	11	5
pyro/poutine/indep_messenger.py	pyro/distributions/multivariate_studentt.py	2	11	5
pyro/poutine/indep_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	11	11
pyro/poutine/indep_messenger.py	pyro/distributions/transforms/batchnorm.py	2	11	7
pyro/poutine/indep_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	11	5
pyro/poutine/indep_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	11	10
pyro/poutine/indep_messenger.py	pyro/distributions/unit.py	2	11	3
pyro/poutine/indep_messenger.py	pyro/distributions/zero_inflated.py	2	11	8
pyro/poutine/indep_messenger.py	pyro/infer/autoguide/initialization.py	2	11	7
pyro/poutine/indep_messenger.py	pyro/infer/mcmc/adaptation.py	2	11	11
pyro/poutine/indep_messenger.py	pyro/infer/mcmc/logger.py	2	11	12
pyro/poutine/indep_messenger.py	pyro/infer/rws.py	2	11	4
pyro/poutine/indep_messenger.py	pyro/infer/svgd.py	2	11	7
pyro/poutine/indep_messenger.py	pyro/ops/welford.py	2	11	6
pyro/poutine/indep_messenger.py	pyro/poutine/do_messenger.py	2	11	3
pyro/poutine/indep_messenger.py	pyro/poutine/enum_messenger.py	2	11	4
pyro/poutine/indep_messenger.py	examples/air/main.py	2	11	37
pyro/poutine/indep_messenger.py	examples/capture_recapture/cjs.py	2	11	9
pyro/poutine/indep_messenger.py	examples/contrib/autoname/mixture.py	2	11	22
pyro/poutine/indep_messenger.py	examples/contrib/autoname/tree_data.py	2	11	21
pyro/poutine/indep_messenger.py	examples/eight_schools/data.py	2	11	3
pyro/poutine/indep_messenger.py	examples/eight_schools/svi.py	2	11	22
pyro/poutine/indep_messenger.py	examples/einsum.py	2	11	3
pyro/poutine/indep_messenger.py	examples/inclined_plane.py	2	11	35
pyro/poutine/indep_messenger.py	examples/lkj.py	2	11	20
pyro/poutine/indep_messenger.py	examples/minipyro.py	2	11	26
pyro/poutine/indep_messenger.py	examples/mixed_hmm/experiment.py	2	11	3
pyro/poutine/indep_messenger.py	examples/mixed_hmm/model.py	2	11	4
pyro/poutine/indep_messenger.py	examples/mixed_hmm/seal_data.py	2	11	5
pyro/poutine/indep_messenger.py	examples/rsa/schelling.py	2	11	19
pyro/poutine/indep_messenger.py	examples/rsa/schelling_false.py	2	11	19
pyro/poutine/indep_messenger.py	profiler/distributions.py	2	11	11
pyro/poutine/indep_messenger.py	pyro/contrib/__init__.py	2	11	17
pyro/poutine/indep_messenger.py	pyro/contrib/autoname/__init__.py	2	11	5
pyro/poutine/indep_messenger.py	pyro/contrib/bnn/__init__.py	2	11	3
pyro/poutine/indep_messenger.py	pyro/contrib/bnn/hidden_layer.py	2	11	3
pyro/poutine/indep_messenger.py	pyro/contrib/bnn/utils.py	2	11	3
pyro/poutine/indep_messenger.py	pyro/contrib/easyguide/__init__.py	2	11	3
pyro/poutine/indep_messenger.py	pyro/contrib/easyguide/easyguide.py	2	11	9
pyro/poutine/indep_messenger.py	pyro/contrib/gp/__init__.py	2	11	14
pyro/poutine/indep_messenger.py	pyro/contrib/gp/kernels/__init__.py	2	11	12
pyro/poutine/indep_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	2	11	8
pyro/poutine/indep_messenger.py	pyro/contrib/gp/models/__init__.py	2	11	11
pyro/poutine/indep_messenger.py	pyro/contrib/oed/util.py	2	11	8
pyro/poutine/indep_messenger.py	pyro/contrib/tracking/__init__.py	2	11	3
pyro/poutine/indep_messenger.py	pyro/contrib/util.py	2	11	6
pyro/poutine/indep_messenger.py	pyro/distributions/distribution.py	2	11	44
pyro/poutine/indep_messenger.py	pyro/distributions/rejector.py	2	11	10
pyro/poutine/indep_messenger.py	pyro/distributions/score_parts.py	2	11	7
pyro/poutine/indep_messenger.py	pyro/distributions/testing/fakes.py	2	11	7
pyro/poutine/indep_messenger.py	pyro/distributions/transforms/utils.py	2	11	3
pyro/poutine/indep_messenger.py	pyro/generic.py	2	11	7
pyro/poutine/indep_messenger.py	pyro/infer/__init__.py	2	11	44
pyro/poutine/indep_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	2	11	5
pyro/poutine/indep_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	2	11	5
pyro/poutine/indep_messenger.py	pyro/logger.py	2	11	3
pyro/poutine/indep_messenger.py	pyro/nn/__init__.py	2	11	16
pyro/poutine/indep_messenger.py	pyro/ops/einsum/adjoint.py	2	11	7
pyro/poutine/indep_messenger.py	pyro/ops/einsum/torch_log.py	2	11	11
pyro/poutine/indep_messenger.py	pyro/ops/einsum/torch_map.py	2	11	5
pyro/poutine/indep_messenger.py	pyro/ops/einsum/torch_marginal.py	2	11	5
pyro/poutine/indep_messenger.py	pyro/ops/einsum/torch_sample.py	2	11	5
pyro/poutine/indep_messenger.py	pyro/ops/integrator.py	2	11	16
pyro/poutine/indep_messenger.py	pyro/ops/linalg.py	2	11	5
pyro/poutine/indep_messenger.py	pyro/ops/newton.py	2	11	9
pyro/poutine/indep_messenger.py	pyro/ops/packed.py	2	11	10
pyro/poutine/indep_messenger.py	pyro/ops/stats.py	2	11	17
pyro/poutine/indep_messenger.py	pyro/optim/__init__.py	2	11	17
pyro/poutine/infer_config_messenger.py	examples/air/air.py	2	5	36
pyro/poutine/infer_config_messenger.py	examples/air/modules.py	2	5	6
pyro/poutine/infer_config_messenger.py	examples/dmm/dmm.py	2	5	56
pyro/poutine/infer_config_messenger.py	examples/rsa/semantic_parsing.py	2	5	20
pyro/poutine/infer_config_messenger.py	examples/vae/ss_vae_M2.py	2	5	34
pyro/poutine/infer_config_messenger.py	examples/vae/utils/custom_mlp.py	2	5	6
pyro/poutine/infer_config_messenger.py	examples/vae/utils/mnist_cached.py	2	5	9
pyro/poutine/infer_config_messenger.py	examples/vae/vae.py	2	5	29
pyro/poutine/infer_config_messenger.py	examples/vae/vae_comparison.py	2	5	29
pyro/poutine/infer_config_messenger.py	pyro/contrib/autoname/scoping.py	2	5	6
pyro/poutine/infer_config_messenger.py	pyro/contrib/conjugate/infer.py	2	5	4
pyro/poutine/infer_config_messenger.py	pyro/contrib/oed/glmm/guides.py	2	5	3
pyro/poutine/infer_config_messenger.py	pyro/contrib/oed/search.py	2	5	4
pyro/poutine/infer_config_messenger.py	pyro/contrib/tracking/dynamic_models.py	2	5	7
pyro/poutine/infer_config_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	5	8
pyro/poutine/infer_config_messenger.py	pyro/contrib/tracking/measurements.py	2	5	5
pyro/poutine/infer_config_messenger.py	pyro/distributions/conditional.py	2	5	5
pyro/poutine/infer_config_messenger.py	pyro/distributions/multivariate_studentt.py	2	5	5
pyro/poutine/infer_config_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	5	11
pyro/poutine/infer_config_messenger.py	pyro/distributions/transforms/batchnorm.py	2	5	7
pyro/poutine/infer_config_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	5	5
pyro/poutine/infer_config_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	5	10
pyro/poutine/infer_config_messenger.py	pyro/distributions/unit.py	2	5	3
pyro/poutine/infer_config_messenger.py	pyro/distributions/zero_inflated.py	2	5	8
pyro/poutine/infer_config_messenger.py	pyro/infer/autoguide/initialization.py	2	5	7
pyro/poutine/infer_config_messenger.py	pyro/infer/mcmc/adaptation.py	2	5	11
pyro/poutine/infer_config_messenger.py	pyro/infer/mcmc/logger.py	2	5	12
pyro/poutine/infer_config_messenger.py	pyro/infer/mcmc/util.py	2	5	35
pyro/poutine/infer_config_messenger.py	pyro/infer/rws.py	2	5	4
pyro/poutine/infer_config_messenger.py	pyro/infer/svgd.py	2	5	7
pyro/poutine/infer_config_messenger.py	pyro/ops/welford.py	2	5	6
pyro/poutine/infer_config_messenger.py	pyro/poutine/do_messenger.py	2	5	3
pyro/poutine/infer_config_messenger.py	examples/air/main.py	2	5	37
pyro/poutine/infer_config_messenger.py	examples/baseball.py	2	5	46
pyro/poutine/infer_config_messenger.py	examples/capture_recapture/cjs.py	2	5	9
pyro/poutine/infer_config_messenger.py	examples/contrib/autoname/mixture.py	2	5	22
pyro/poutine/infer_config_messenger.py	examples/contrib/autoname/scoping_mixture.py	2	5	22
pyro/poutine/infer_config_messenger.py	examples/contrib/autoname/tree_data.py	2	5	21
pyro/poutine/infer_config_messenger.py	examples/eight_schools/data.py	2	5	3
pyro/poutine/infer_config_messenger.py	examples/eight_schools/mcmc.py	2	5	29
pyro/poutine/infer_config_messenger.py	examples/eight_schools/svi.py	2	5	22
pyro/poutine/infer_config_messenger.py	examples/einsum.py	2	5	3
pyro/poutine/infer_config_messenger.py	examples/inclined_plane.py	2	5	35
pyro/poutine/infer_config_messenger.py	examples/lda.py	2	5	25
pyro/poutine/infer_config_messenger.py	examples/lkj.py	2	5	20
pyro/poutine/infer_config_messenger.py	examples/minipyro.py	2	5	26
pyro/poutine/infer_config_messenger.py	examples/mixed_hmm/experiment.py	2	5	3
pyro/poutine/infer_config_messenger.py	examples/mixed_hmm/model.py	2	5	4
pyro/poutine/infer_config_messenger.py	examples/mixed_hmm/seal_data.py	2	5	5
pyro/poutine/infer_config_messenger.py	examples/rsa/schelling.py	2	5	19
pyro/poutine/infer_config_messenger.py	examples/rsa/schelling_false.py	2	5	19
pyro/poutine/infer_config_messenger.py	profiler/distributions.py	2	5	11
pyro/poutine/infer_config_messenger.py	pyro/__init__.py	2	5	176
pyro/poutine/infer_config_messenger.py	pyro/contrib/__init__.py	2	5	17
pyro/poutine/infer_config_messenger.py	pyro/contrib/autoname/__init__.py	2	5	5
pyro/poutine/infer_config_messenger.py	pyro/contrib/bnn/__init__.py	2	5	3
pyro/poutine/infer_config_messenger.py	pyro/contrib/bnn/hidden_layer.py	2	5	3
pyro/poutine/infer_config_messenger.py	pyro/contrib/bnn/utils.py	2	5	3
pyro/poutine/infer_config_messenger.py	pyro/contrib/easyguide/__init__.py	2	5	3
pyro/poutine/infer_config_messenger.py	pyro/contrib/easyguide/easyguide.py	2	5	9
pyro/poutine/infer_config_messenger.py	pyro/contrib/examples/util.py	2	5	9
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/__init__.py	2	5	14
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/kernels/__init__.py	2	5	12
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	2	5	8
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/models/__init__.py	2	5	11
pyro/poutine/infer_config_messenger.py	pyro/contrib/gp/util.py	2	5	19
pyro/poutine/infer_config_messenger.py	pyro/contrib/oed/util.py	2	5	8
pyro/poutine/infer_config_messenger.py	pyro/contrib/tracking/__init__.py	2	5	3
pyro/poutine/infer_config_messenger.py	pyro/contrib/util.py	2	5	6
pyro/poutine/infer_config_messenger.py	pyro/distributions/__init__.py	2	5	114
pyro/poutine/infer_config_messenger.py	pyro/distributions/distribution.py	2	5	44
pyro/poutine/infer_config_messenger.py	pyro/distributions/rejector.py	2	5	10
pyro/poutine/infer_config_messenger.py	pyro/distributions/score_parts.py	2	5	7
pyro/poutine/infer_config_messenger.py	pyro/distributions/testing/fakes.py	2	5	7
pyro/poutine/infer_config_messenger.py	pyro/distributions/torch_patch.py	2	5	27
pyro/poutine/infer_config_messenger.py	pyro/distributions/transforms/utils.py	2	5	3
pyro/poutine/infer_config_messenger.py	pyro/generic.py	2	5	7
pyro/poutine/infer_config_messenger.py	pyro/infer/__init__.py	2	5	44
pyro/poutine/infer_config_messenger.py	pyro/infer/elbo.py	2	5	27
pyro/poutine/infer_config_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	2	5	5
pyro/poutine/infer_config_messenger.py	pyro/infer/trace_elbo.py	2	5	59
pyro/poutine/infer_config_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	2	5	5
pyro/poutine/infer_config_messenger.py	pyro/infer/tracegraph_elbo.py	2	5	70
pyro/poutine/infer_config_messenger.py	pyro/infer/tracetmc_elbo.py	2	5	5
pyro/poutine/infer_config_messenger.py	pyro/logger.py	2	5	3
pyro/poutine/infer_config_messenger.py	pyro/nn/__init__.py	2	5	16
pyro/poutine/infer_config_messenger.py	pyro/ops/einsum/__init__.py	2	5	13
pyro/poutine/infer_config_messenger.py	pyro/ops/einsum/adjoint.py	2	5	7
pyro/poutine/infer_config_messenger.py	pyro/ops/einsum/torch_log.py	2	5	11
pyro/poutine/infer_config_messenger.py	pyro/ops/einsum/torch_map.py	2	5	5
pyro/poutine/infer_config_messenger.py	pyro/ops/einsum/torch_marginal.py	2	5	5
pyro/poutine/infer_config_messenger.py	pyro/ops/einsum/torch_sample.py	2	5	5
pyro/poutine/infer_config_messenger.py	pyro/ops/integrator.py	2	5	16
pyro/poutine/infer_config_messenger.py	pyro/ops/linalg.py	2	5	5
pyro/poutine/infer_config_messenger.py	pyro/ops/newton.py	2	5	9
pyro/poutine/infer_config_messenger.py	pyro/ops/packed.py	2	5	10
pyro/poutine/infer_config_messenger.py	pyro/ops/stats.py	2	5	17
pyro/poutine/infer_config_messenger.py	pyro/optim/__init__.py	2	5	17
pyro/poutine/infer_config_messenger.py	pyro/params/__init__.py	2	5	12
pyro/poutine/lift_messenger.py	examples/air/air.py	2	9	36
pyro/poutine/lift_messenger.py	examples/air/modules.py	2	9	6
pyro/poutine/lift_messenger.py	examples/dmm/dmm.py	2	9	56
pyro/poutine/lift_messenger.py	examples/rsa/semantic_parsing.py	2	9	20
pyro/poutine/lift_messenger.py	examples/vae/ss_vae_M2.py	2	9	34
pyro/poutine/lift_messenger.py	examples/vae/utils/custom_mlp.py	2	9	6
pyro/poutine/lift_messenger.py	examples/vae/utils/mnist_cached.py	2	9	9
pyro/poutine/lift_messenger.py	examples/vae/vae.py	2	9	29
pyro/poutine/lift_messenger.py	examples/vae/vae_comparison.py	2	9	29
pyro/poutine/lift_messenger.py	pyro/contrib/autoname/scoping.py	2	9	6
pyro/poutine/lift_messenger.py	pyro/contrib/conjugate/infer.py	2	9	4
pyro/poutine/lift_messenger.py	pyro/contrib/oed/glmm/guides.py	2	9	3
pyro/poutine/lift_messenger.py	pyro/contrib/oed/search.py	2	9	4
pyro/poutine/lift_messenger.py	pyro/contrib/tracking/dynamic_models.py	2	9	7
pyro/poutine/lift_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	9	8
pyro/poutine/lift_messenger.py	pyro/contrib/tracking/measurements.py	2	9	5
pyro/poutine/lift_messenger.py	pyro/distributions/conditional.py	2	9	5
pyro/poutine/lift_messenger.py	pyro/distributions/multivariate_studentt.py	2	9	5
pyro/poutine/lift_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	9	11
pyro/poutine/lift_messenger.py	pyro/distributions/transforms/batchnorm.py	2	9	7
pyro/poutine/lift_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	9	5
pyro/poutine/lift_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	9	10
pyro/poutine/lift_messenger.py	pyro/distributions/unit.py	2	9	3
pyro/poutine/lift_messenger.py	pyro/distributions/zero_inflated.py	2	9	8
pyro/poutine/lift_messenger.py	pyro/infer/autoguide/initialization.py	2	9	7
pyro/poutine/lift_messenger.py	pyro/infer/mcmc/adaptation.py	2	9	11
pyro/poutine/lift_messenger.py	pyro/infer/mcmc/logger.py	2	9	12
pyro/poutine/lift_messenger.py	pyro/infer/mcmc/util.py	2	9	35
pyro/poutine/lift_messenger.py	pyro/infer/rws.py	2	9	4
pyro/poutine/lift_messenger.py	pyro/infer/svgd.py	2	9	7
pyro/poutine/lift_messenger.py	pyro/ops/welford.py	2	9	6
pyro/poutine/lift_messenger.py	pyro/poutine/do_messenger.py	2	9	3
pyro/poutine/lift_messenger.py	examples/air/main.py	2	9	37
pyro/poutine/lift_messenger.py	examples/baseball.py	2	9	46
pyro/poutine/lift_messenger.py	examples/capture_recapture/cjs.py	2	9	9
pyro/poutine/lift_messenger.py	examples/contrib/autoname/mixture.py	2	9	22
pyro/poutine/lift_messenger.py	examples/contrib/autoname/scoping_mixture.py	2	9	22
pyro/poutine/lift_messenger.py	examples/contrib/autoname/tree_data.py	2	9	21
pyro/poutine/lift_messenger.py	examples/eight_schools/data.py	2	9	3
pyro/poutine/lift_messenger.py	examples/eight_schools/mcmc.py	2	9	29
pyro/poutine/lift_messenger.py	examples/eight_schools/svi.py	2	9	22
pyro/poutine/lift_messenger.py	examples/einsum.py	2	9	3
pyro/poutine/lift_messenger.py	examples/inclined_plane.py	2	9	35
pyro/poutine/lift_messenger.py	examples/lda.py	2	9	25
pyro/poutine/lift_messenger.py	examples/lkj.py	2	9	20
pyro/poutine/lift_messenger.py	examples/minipyro.py	2	9	26
pyro/poutine/lift_messenger.py	examples/mixed_hmm/experiment.py	2	9	3
pyro/poutine/lift_messenger.py	examples/mixed_hmm/model.py	2	9	4
pyro/poutine/lift_messenger.py	examples/mixed_hmm/seal_data.py	2	9	5
pyro/poutine/lift_messenger.py	examples/rsa/schelling.py	2	9	19
pyro/poutine/lift_messenger.py	examples/rsa/schelling_false.py	2	9	19
pyro/poutine/lift_messenger.py	profiler/distributions.py	2	9	11
pyro/poutine/lift_messenger.py	pyro/__init__.py	2	9	176
pyro/poutine/lift_messenger.py	pyro/contrib/__init__.py	2	9	17
pyro/poutine/lift_messenger.py	pyro/contrib/autoname/__init__.py	2	9	5
pyro/poutine/lift_messenger.py	pyro/contrib/bnn/__init__.py	2	9	3
pyro/poutine/lift_messenger.py	pyro/contrib/bnn/hidden_layer.py	2	9	3
pyro/poutine/lift_messenger.py	pyro/contrib/bnn/utils.py	2	9	3
pyro/poutine/lift_messenger.py	pyro/contrib/easyguide/__init__.py	2	9	3
pyro/poutine/lift_messenger.py	pyro/contrib/easyguide/easyguide.py	2	9	9
pyro/poutine/lift_messenger.py	pyro/contrib/examples/util.py	2	9	9
pyro/poutine/lift_messenger.py	pyro/contrib/gp/__init__.py	2	9	14
pyro/poutine/lift_messenger.py	pyro/contrib/gp/kernels/__init__.py	2	9	12
pyro/poutine/lift_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	2	9	8
pyro/poutine/lift_messenger.py	pyro/contrib/gp/models/__init__.py	2	9	11
pyro/poutine/lift_messenger.py	pyro/contrib/gp/util.py	2	9	19
pyro/poutine/lift_messenger.py	pyro/contrib/oed/util.py	2	9	8
pyro/poutine/lift_messenger.py	pyro/contrib/tracking/__init__.py	2	9	3
pyro/poutine/lift_messenger.py	pyro/contrib/util.py	2	9	6
pyro/poutine/lift_messenger.py	pyro/distributions/__init__.py	2	9	114
pyro/poutine/lift_messenger.py	pyro/distributions/distribution.py	2	9	44
pyro/poutine/lift_messenger.py	pyro/distributions/rejector.py	2	9	10
pyro/poutine/lift_messenger.py	pyro/distributions/score_parts.py	2	9	7
pyro/poutine/lift_messenger.py	pyro/distributions/testing/fakes.py	2	9	7
pyro/poutine/lift_messenger.py	pyro/distributions/torch_patch.py	2	9	27
pyro/poutine/lift_messenger.py	pyro/distributions/transforms/utils.py	2	9	3
pyro/poutine/lift_messenger.py	pyro/generic.py	2	9	7
pyro/poutine/lift_messenger.py	pyro/infer/__init__.py	2	9	44
pyro/poutine/lift_messenger.py	pyro/infer/elbo.py	2	9	27
pyro/poutine/lift_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	2	9	5
pyro/poutine/lift_messenger.py	pyro/infer/trace_elbo.py	2	9	59
pyro/poutine/lift_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	2	9	5
pyro/poutine/lift_messenger.py	pyro/infer/tracegraph_elbo.py	2	9	70
pyro/poutine/lift_messenger.py	pyro/infer/tracetmc_elbo.py	2	9	5
pyro/poutine/lift_messenger.py	pyro/logger.py	2	9	3
pyro/poutine/lift_messenger.py	pyro/nn/__init__.py	2	9	16
pyro/poutine/lift_messenger.py	pyro/nn/module.py	2	9	20
pyro/poutine/lift_messenger.py	pyro/ops/einsum/__init__.py	2	9	13
pyro/poutine/lift_messenger.py	pyro/ops/einsum/adjoint.py	2	9	7
pyro/poutine/lift_messenger.py	pyro/ops/einsum/torch_log.py	2	9	11
pyro/poutine/lift_messenger.py	pyro/ops/einsum/torch_map.py	2	9	5
pyro/poutine/lift_messenger.py	pyro/ops/einsum/torch_marginal.py	2	9	5
pyro/poutine/lift_messenger.py	pyro/ops/einsum/torch_sample.py	2	9	5
pyro/poutine/lift_messenger.py	pyro/ops/integrator.py	2	9	16
pyro/poutine/lift_messenger.py	pyro/ops/linalg.py	2	9	5
pyro/poutine/lift_messenger.py	pyro/ops/newton.py	2	9	9
pyro/poutine/lift_messenger.py	pyro/ops/packed.py	2	9	10
pyro/poutine/lift_messenger.py	pyro/ops/stats.py	2	9	17
pyro/poutine/lift_messenger.py	pyro/optim/__init__.py	2	9	17
pyro/poutine/lift_messenger.py	pyro/params/__init__.py	2	9	12
pyro/poutine/markov_messenger.py	examples/air/air.py	2	7	36
pyro/poutine/markov_messenger.py	examples/air/modules.py	2	7	6
pyro/poutine/markov_messenger.py	examples/dmm/dmm.py	2	7	56
pyro/poutine/markov_messenger.py	examples/rsa/semantic_parsing.py	2	7	20
pyro/poutine/markov_messenger.py	examples/vae/ss_vae_M2.py	2	7	34
pyro/poutine/markov_messenger.py	examples/vae/utils/custom_mlp.py	2	7	6
pyro/poutine/markov_messenger.py	examples/vae/utils/mnist_cached.py	2	7	9
pyro/poutine/markov_messenger.py	examples/vae/vae.py	2	7	29
pyro/poutine/markov_messenger.py	examples/vae/vae_comparison.py	2	7	29
pyro/poutine/markov_messenger.py	pyro/contrib/autoname/scoping.py	2	7	6
pyro/poutine/markov_messenger.py	pyro/contrib/conjugate/infer.py	2	7	4
pyro/poutine/markov_messenger.py	pyro/contrib/oed/glmm/guides.py	2	7	3
pyro/poutine/markov_messenger.py	pyro/contrib/oed/search.py	2	7	4
pyro/poutine/markov_messenger.py	pyro/contrib/tracking/dynamic_models.py	2	7	7
pyro/poutine/markov_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	7	8
pyro/poutine/markov_messenger.py	pyro/contrib/tracking/measurements.py	2	7	5
pyro/poutine/markov_messenger.py	pyro/distributions/conditional.py	2	7	5
pyro/poutine/markov_messenger.py	pyro/distributions/multivariate_studentt.py	2	7	5
pyro/poutine/markov_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	7	11
pyro/poutine/markov_messenger.py	pyro/distributions/transforms/batchnorm.py	2	7	7
pyro/poutine/markov_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	7	5
pyro/poutine/markov_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	7	10
pyro/poutine/markov_messenger.py	pyro/distributions/unit.py	2	7	3
pyro/poutine/markov_messenger.py	pyro/distributions/zero_inflated.py	2	7	8
pyro/poutine/markov_messenger.py	pyro/infer/autoguide/initialization.py	2	7	7
pyro/poutine/markov_messenger.py	pyro/infer/mcmc/adaptation.py	2	7	11
pyro/poutine/markov_messenger.py	pyro/infer/mcmc/logger.py	2	7	12
pyro/poutine/markov_messenger.py	pyro/infer/rws.py	2	7	4
pyro/poutine/markov_messenger.py	pyro/infer/svgd.py	2	7	7
pyro/poutine/markov_messenger.py	pyro/ops/welford.py	2	7	6
pyro/poutine/markov_messenger.py	pyro/poutine/do_messenger.py	2	7	3
pyro/poutine/markov_messenger.py	examples/air/main.py	2	7	37
pyro/poutine/markov_messenger.py	examples/baseball.py	2	7	46
pyro/poutine/markov_messenger.py	examples/capture_recapture/cjs.py	2	7	9
pyro/poutine/markov_messenger.py	examples/contrib/autoname/mixture.py	2	7	22
pyro/poutine/markov_messenger.py	examples/contrib/autoname/scoping_mixture.py	2	7	22
pyro/poutine/markov_messenger.py	examples/contrib/autoname/tree_data.py	2	7	21
pyro/poutine/markov_messenger.py	examples/eight_schools/data.py	2	7	3
pyro/poutine/markov_messenger.py	examples/eight_schools/mcmc.py	2	7	29
pyro/poutine/markov_messenger.py	examples/eight_schools/svi.py	2	7	22
pyro/poutine/markov_messenger.py	examples/einsum.py	2	7	3
pyro/poutine/markov_messenger.py	examples/inclined_plane.py	2	7	35
pyro/poutine/markov_messenger.py	examples/lda.py	2	7	25
pyro/poutine/markov_messenger.py	examples/lkj.py	2	7	20
pyro/poutine/markov_messenger.py	examples/minipyro.py	2	7	26
pyro/poutine/markov_messenger.py	examples/mixed_hmm/experiment.py	2	7	3
pyro/poutine/markov_messenger.py	examples/mixed_hmm/model.py	2	7	4
pyro/poutine/markov_messenger.py	examples/mixed_hmm/seal_data.py	2	7	5
pyro/poutine/markov_messenger.py	examples/rsa/schelling.py	2	7	19
pyro/poutine/markov_messenger.py	examples/rsa/schelling_false.py	2	7	19
pyro/poutine/markov_messenger.py	profiler/distributions.py	2	7	11
pyro/poutine/markov_messenger.py	pyro/contrib/__init__.py	2	7	17
pyro/poutine/markov_messenger.py	pyro/contrib/autoname/__init__.py	2	7	5
pyro/poutine/markov_messenger.py	pyro/contrib/bnn/__init__.py	2	7	3
pyro/poutine/markov_messenger.py	pyro/contrib/bnn/hidden_layer.py	2	7	3
pyro/poutine/markov_messenger.py	pyro/contrib/bnn/utils.py	2	7	3
pyro/poutine/markov_messenger.py	pyro/contrib/easyguide/__init__.py	2	7	3
pyro/poutine/markov_messenger.py	pyro/contrib/easyguide/easyguide.py	2	7	9
pyro/poutine/markov_messenger.py	pyro/contrib/examples/util.py	2	7	9
pyro/poutine/markov_messenger.py	pyro/contrib/gp/__init__.py	2	7	14
pyro/poutine/markov_messenger.py	pyro/contrib/gp/kernels/__init__.py	2	7	12
pyro/poutine/markov_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	2	7	8
pyro/poutine/markov_messenger.py	pyro/contrib/gp/models/__init__.py	2	7	11
pyro/poutine/markov_messenger.py	pyro/contrib/gp/util.py	2	7	19
pyro/poutine/markov_messenger.py	pyro/contrib/oed/util.py	2	7	8
pyro/poutine/markov_messenger.py	pyro/contrib/tracking/__init__.py	2	7	3
pyro/poutine/markov_messenger.py	pyro/contrib/util.py	2	7	6
pyro/poutine/markov_messenger.py	pyro/distributions/__init__.py	2	7	114
pyro/poutine/markov_messenger.py	pyro/distributions/distribution.py	2	7	44
pyro/poutine/markov_messenger.py	pyro/distributions/rejector.py	2	7	10
pyro/poutine/markov_messenger.py	pyro/distributions/score_parts.py	2	7	7
pyro/poutine/markov_messenger.py	pyro/distributions/testing/fakes.py	2	7	7
pyro/poutine/markov_messenger.py	pyro/distributions/torch_patch.py	2	7	27
pyro/poutine/markov_messenger.py	pyro/distributions/transforms/utils.py	2	7	3
pyro/poutine/markov_messenger.py	pyro/generic.py	2	7	7
pyro/poutine/markov_messenger.py	pyro/infer/__init__.py	2	7	44
pyro/poutine/markov_messenger.py	pyro/infer/elbo.py	2	7	27
pyro/poutine/markov_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	2	7	5
pyro/poutine/markov_messenger.py	pyro/infer/trace_elbo.py	2	7	59
pyro/poutine/markov_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	2	7	5
pyro/poutine/markov_messenger.py	pyro/infer/tracegraph_elbo.py	2	7	70
pyro/poutine/markov_messenger.py	pyro/infer/tracetmc_elbo.py	2	7	5
pyro/poutine/markov_messenger.py	pyro/logger.py	2	7	3
pyro/poutine/markov_messenger.py	pyro/nn/__init__.py	2	7	16
pyro/poutine/markov_messenger.py	pyro/ops/einsum/__init__.py	2	7	13
pyro/poutine/markov_messenger.py	pyro/ops/einsum/adjoint.py	2	7	7
pyro/poutine/markov_messenger.py	pyro/ops/einsum/torch_log.py	2	7	11
pyro/poutine/markov_messenger.py	pyro/ops/einsum/torch_map.py	2	7	5
pyro/poutine/markov_messenger.py	pyro/ops/einsum/torch_marginal.py	2	7	5
pyro/poutine/markov_messenger.py	pyro/ops/einsum/torch_sample.py	2	7	5
pyro/poutine/markov_messenger.py	pyro/ops/integrator.py	2	7	16
pyro/poutine/markov_messenger.py	pyro/ops/linalg.py	2	7	5
pyro/poutine/markov_messenger.py	pyro/ops/newton.py	2	7	9
pyro/poutine/markov_messenger.py	pyro/ops/stats.py	2	7	17
pyro/poutine/markov_messenger.py	pyro/optim/__init__.py	2	7	17
pyro/poutine/markov_messenger.py	pyro/params/__init__.py	2	7	12
pyro/poutine/mask_messenger.py	examples/air/air.py	2	7	36
pyro/poutine/mask_messenger.py	examples/air/modules.py	2	7	6
pyro/poutine/mask_messenger.py	examples/dmm/dmm.py	2	7	56
pyro/poutine/mask_messenger.py	examples/rsa/semantic_parsing.py	2	7	20
pyro/poutine/mask_messenger.py	examples/vae/ss_vae_M2.py	2	7	34
pyro/poutine/mask_messenger.py	examples/vae/utils/custom_mlp.py	2	7	6
pyro/poutine/mask_messenger.py	examples/vae/utils/mnist_cached.py	2	7	9
pyro/poutine/mask_messenger.py	examples/vae/vae.py	2	7	29
pyro/poutine/mask_messenger.py	examples/vae/vae_comparison.py	2	7	29
pyro/poutine/mask_messenger.py	pyro/contrib/conjugate/infer.py	2	7	4
pyro/poutine/mask_messenger.py	pyro/contrib/oed/glmm/guides.py	2	7	3
pyro/poutine/mask_messenger.py	pyro/contrib/oed/search.py	2	7	4
pyro/poutine/mask_messenger.py	pyro/contrib/tracking/dynamic_models.py	2	7	7
pyro/poutine/mask_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	7	8
pyro/poutine/mask_messenger.py	pyro/contrib/tracking/measurements.py	2	7	5
pyro/poutine/mask_messenger.py	pyro/distributions/conditional.py	2	7	5
pyro/poutine/mask_messenger.py	pyro/distributions/multivariate_studentt.py	2	7	5
pyro/poutine/mask_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	7	11
pyro/poutine/mask_messenger.py	pyro/distributions/transforms/batchnorm.py	2	7	7
pyro/poutine/mask_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	7	5
pyro/poutine/mask_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	7	10
pyro/poutine/mask_messenger.py	pyro/distributions/unit.py	2	7	3
pyro/poutine/mask_messenger.py	pyro/distributions/zero_inflated.py	2	7	8
pyro/poutine/mask_messenger.py	pyro/infer/autoguide/initialization.py	2	7	7
pyro/poutine/mask_messenger.py	pyro/infer/mcmc/adaptation.py	2	7	11
pyro/poutine/mask_messenger.py	pyro/infer/mcmc/logger.py	2	7	12
pyro/poutine/mask_messenger.py	pyro/infer/mcmc/util.py	2	7	35
pyro/poutine/mask_messenger.py	pyro/infer/rws.py	2	7	4
pyro/poutine/mask_messenger.py	pyro/infer/svgd.py	2	7	7
pyro/poutine/mask_messenger.py	pyro/ops/welford.py	2	7	6
pyro/poutine/mask_messenger.py	pyro/poutine/do_messenger.py	2	7	3
pyro/poutine/mask_messenger.py	examples/air/main.py	2	7	37
pyro/poutine/mask_messenger.py	examples/baseball.py	2	7	46
pyro/poutine/mask_messenger.py	examples/contrib/autoname/mixture.py	2	7	22
pyro/poutine/mask_messenger.py	examples/contrib/autoname/scoping_mixture.py	2	7	22
pyro/poutine/mask_messenger.py	examples/contrib/autoname/tree_data.py	2	7	21
pyro/poutine/mask_messenger.py	examples/eight_schools/data.py	2	7	3
pyro/poutine/mask_messenger.py	examples/eight_schools/mcmc.py	2	7	29
pyro/poutine/mask_messenger.py	examples/eight_schools/svi.py	2	7	22
pyro/poutine/mask_messenger.py	examples/einsum.py	2	7	3
pyro/poutine/mask_messenger.py	examples/inclined_plane.py	2	7	35
pyro/poutine/mask_messenger.py	examples/lda.py	2	7	25
pyro/poutine/mask_messenger.py	examples/lkj.py	2	7	20
pyro/poutine/mask_messenger.py	examples/minipyro.py	2	7	26
pyro/poutine/mask_messenger.py	examples/mixed_hmm/experiment.py	2	7	3
pyro/poutine/mask_messenger.py	examples/mixed_hmm/model.py	2	7	4
pyro/poutine/mask_messenger.py	examples/mixed_hmm/seal_data.py	2	7	5
pyro/poutine/mask_messenger.py	examples/rsa/schelling.py	2	7	19
pyro/poutine/mask_messenger.py	examples/rsa/schelling_false.py	2	7	19
pyro/poutine/mask_messenger.py	examples/sparse_regression.py	2	7	18
pyro/poutine/mask_messenger.py	profiler/distributions.py	2	7	11
pyro/poutine/mask_messenger.py	pyro/__init__.py	2	7	176
pyro/poutine/mask_messenger.py	pyro/contrib/__init__.py	2	7	17
pyro/poutine/mask_messenger.py	pyro/contrib/autoname/__init__.py	2	7	5
pyro/poutine/mask_messenger.py	pyro/contrib/bnn/__init__.py	2	7	3
pyro/poutine/mask_messenger.py	pyro/contrib/bnn/hidden_layer.py	2	7	3
pyro/poutine/mask_messenger.py	pyro/contrib/bnn/utils.py	2	7	3
pyro/poutine/mask_messenger.py	pyro/contrib/easyguide/__init__.py	2	7	3
pyro/poutine/mask_messenger.py	pyro/contrib/easyguide/easyguide.py	2	7	9
pyro/poutine/mask_messenger.py	pyro/contrib/examples/util.py	2	7	9
pyro/poutine/mask_messenger.py	pyro/contrib/gp/__init__.py	2	7	14
pyro/poutine/mask_messenger.py	pyro/contrib/gp/kernels/__init__.py	2	7	12
pyro/poutine/mask_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	2	7	8
pyro/poutine/mask_messenger.py	pyro/contrib/gp/models/__init__.py	2	7	11
pyro/poutine/mask_messenger.py	pyro/contrib/gp/util.py	2	7	19
pyro/poutine/mask_messenger.py	pyro/contrib/oed/util.py	2	7	8
pyro/poutine/mask_messenger.py	pyro/contrib/tracking/__init__.py	2	7	3
pyro/poutine/mask_messenger.py	pyro/contrib/util.py	2	7	6
pyro/poutine/mask_messenger.py	pyro/distributions/__init__.py	2	7	114
pyro/poutine/mask_messenger.py	pyro/distributions/distribution.py	2	7	44
pyro/poutine/mask_messenger.py	pyro/distributions/testing/fakes.py	2	7	7
pyro/poutine/mask_messenger.py	pyro/distributions/torch_patch.py	2	7	27
pyro/poutine/mask_messenger.py	pyro/distributions/transforms/utils.py	2	7	3
pyro/poutine/mask_messenger.py	pyro/generic.py	2	7	7
pyro/poutine/mask_messenger.py	pyro/infer/__init__.py	2	7	44
pyro/poutine/mask_messenger.py	pyro/infer/elbo.py	2	7	27
pyro/poutine/mask_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	2	7	5
pyro/poutine/mask_messenger.py	pyro/infer/trace_elbo.py	2	7	59
pyro/poutine/mask_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	2	7	5
pyro/poutine/mask_messenger.py	pyro/infer/tracegraph_elbo.py	2	7	70
pyro/poutine/mask_messenger.py	pyro/infer/tracetmc_elbo.py	2	7	5
pyro/poutine/mask_messenger.py	pyro/logger.py	2	7	3
pyro/poutine/mask_messenger.py	pyro/nn/__init__.py	2	7	16
pyro/poutine/mask_messenger.py	pyro/ops/einsum/adjoint.py	2	7	7
pyro/poutine/mask_messenger.py	pyro/ops/einsum/torch_log.py	2	7	11
pyro/poutine/mask_messenger.py	pyro/ops/einsum/torch_map.py	2	7	5
pyro/poutine/mask_messenger.py	pyro/ops/einsum/torch_marginal.py	2	7	5
pyro/poutine/mask_messenger.py	pyro/ops/einsum/torch_sample.py	2	7	5
pyro/poutine/mask_messenger.py	pyro/ops/integrator.py	2	7	16
pyro/poutine/mask_messenger.py	pyro/ops/linalg.py	2	7	5
pyro/poutine/mask_messenger.py	pyro/ops/newton.py	2	7	9
pyro/poutine/mask_messenger.py	pyro/ops/stats.py	2	7	17
pyro/poutine/mask_messenger.py	pyro/optim/__init__.py	2	7	17
pyro/poutine/mask_messenger.py	pyro/params/__init__.py	2	7	12
pyro/poutine/messenger.py	examples/air/modules.py	2	14	6
pyro/poutine/messenger.py	examples/dmm/dmm.py	2	14	56
pyro/poutine/messenger.py	examples/rsa/semantic_parsing.py	2	14	20
pyro/poutine/messenger.py	examples/vae/vae.py	2	14	29
pyro/poutine/messenger.py	pyro/contrib/autoname/scoping.py	2	14	6
pyro/poutine/messenger.py	pyro/contrib/conjugate/infer.py	2	14	4
pyro/poutine/messenger.py	pyro/contrib/oed/glmm/guides.py	2	14	3
pyro/poutine/messenger.py	pyro/contrib/oed/search.py	2	14	4
pyro/poutine/messenger.py	pyro/contrib/tracking/dynamic_models.py	2	14	7
pyro/poutine/messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	14	8
pyro/poutine/messenger.py	pyro/contrib/tracking/measurements.py	2	14	5
pyro/poutine/messenger.py	pyro/distributions/conditional.py	2	14	5
pyro/poutine/messenger.py	pyro/distributions/multivariate_studentt.py	2	14	5
pyro/poutine/messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	14	11
pyro/poutine/messenger.py	pyro/distributions/transforms/batchnorm.py	2	14	7
pyro/poutine/messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	14	5
pyro/poutine/messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	14	10
pyro/poutine/messenger.py	pyro/distributions/unit.py	2	14	3
pyro/poutine/messenger.py	pyro/distributions/zero_inflated.py	2	14	8
pyro/poutine/messenger.py	pyro/infer/autoguide/initialization.py	2	14	7
pyro/poutine/messenger.py	pyro/infer/mcmc/adaptation.py	2	14	11
pyro/poutine/messenger.py	pyro/infer/mcmc/logger.py	2	14	12
pyro/poutine/messenger.py	pyro/infer/rws.py	2	14	4
pyro/poutine/messenger.py	pyro/infer/svgd.py	2	14	7
pyro/poutine/messenger.py	pyro/ops/welford.py	2	14	6
pyro/poutine/messenger.py	pyro/poutine/do_messenger.py	2	14	3
pyro/poutine/messenger.py	pyro/poutine/enum_messenger.py	2	14	4
pyro/poutine/messenger.py	examples/baseball.py	2	14	46
pyro/poutine/messenger.py	examples/capture_recapture/cjs.py	2	14	9
pyro/poutine/messenger.py	examples/contrib/autoname/mixture.py	2	14	22
pyro/poutine/messenger.py	examples/contrib/autoname/scoping_mixture.py	2	14	22
pyro/poutine/messenger.py	examples/contrib/autoname/tree_data.py	2	14	21
pyro/poutine/messenger.py	examples/dmm/polyphonic_data_loader.py	2	14	16
pyro/poutine/messenger.py	examples/eight_schools/data.py	2	14	3
pyro/poutine/messenger.py	examples/eight_schools/mcmc.py	2	14	29
pyro/poutine/messenger.py	examples/eight_schools/svi.py	2	14	22
pyro/poutine/messenger.py	examples/einsum.py	2	14	3
pyro/poutine/messenger.py	examples/lda.py	2	14	25
pyro/poutine/messenger.py	examples/lkj.py	2	14	20
pyro/poutine/messenger.py	examples/minipyro.py	2	14	26
pyro/poutine/messenger.py	examples/mixed_hmm/experiment.py	2	14	3
pyro/poutine/messenger.py	examples/mixed_hmm/model.py	2	14	4
pyro/poutine/messenger.py	examples/mixed_hmm/seal_data.py	2	14	5
pyro/poutine/messenger.py	examples/rsa/schelling.py	2	14	19
pyro/poutine/messenger.py	examples/rsa/schelling_false.py	2	14	19
pyro/poutine/messenger.py	pyro/contrib/autoname/__init__.py	2	14	5
pyro/poutine/messenger.py	pyro/contrib/bnn/__init__.py	2	14	3
pyro/poutine/messenger.py	pyro/contrib/bnn/hidden_layer.py	2	14	3
pyro/poutine/messenger.py	pyro/contrib/bnn/utils.py	2	14	3
pyro/poutine/messenger.py	pyro/contrib/easyguide/__init__.py	2	14	3
pyro/poutine/messenger.py	pyro/contrib/easyguide/easyguide.py	2	14	9
pyro/poutine/messenger.py	pyro/contrib/examples/util.py	2	14	9
pyro/poutine/messenger.py	pyro/contrib/gp/likelihoods/__init__.py	2	14	8
pyro/poutine/messenger.py	pyro/contrib/gp/util.py	2	14	19
pyro/poutine/messenger.py	pyro/contrib/oed/util.py	2	14	8
pyro/poutine/messenger.py	pyro/contrib/tracking/__init__.py	2	14	3
pyro/poutine/messenger.py	pyro/contrib/util.py	2	14	6
pyro/poutine/messenger.py	pyro/distributions/distribution.py	2	14	44
pyro/poutine/messenger.py	pyro/distributions/rejector.py	2	14	10
pyro/poutine/messenger.py	pyro/distributions/score_parts.py	2	14	7
pyro/poutine/messenger.py	pyro/distributions/testing/fakes.py	2	14	7
pyro/poutine/messenger.py	pyro/distributions/transforms/utils.py	2	14	3
pyro/poutine/messenger.py	pyro/generic.py	2	14	7
pyro/poutine/messenger.py	pyro/infer/__init__.py	2	14	44
pyro/poutine/messenger.py	pyro/infer/mcmc/mcmc_kernel.py	2	14	5
pyro/poutine/messenger.py	pyro/infer/trace_elbo.py	2	14	59
pyro/poutine/messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	2	14	5
pyro/poutine/messenger.py	pyro/logger.py	2	14	3
pyro/poutine/messenger.py	pyro/nn/__init__.py	2	14	16
pyro/poutine/messenger.py	pyro/ops/einsum/__init__.py	2	14	13
pyro/poutine/messenger.py	pyro/ops/einsum/adjoint.py	2	14	7
pyro/poutine/messenger.py	pyro/ops/einsum/torch_log.py	2	14	11
pyro/poutine/messenger.py	pyro/ops/einsum/torch_map.py	2	14	5
pyro/poutine/messenger.py	pyro/ops/einsum/torch_marginal.py	2	14	5
pyro/poutine/messenger.py	pyro/ops/einsum/torch_sample.py	2	14	5
pyro/poutine/messenger.py	pyro/ops/integrator.py	2	14	16
pyro/poutine/messenger.py	pyro/ops/linalg.py	2	14	5
pyro/poutine/messenger.py	pyro/ops/newton.py	2	14	9
pyro/poutine/messenger.py	pyro/ops/packed.py	2	14	10
pyro/poutine/messenger.py	pyro/poutine/broadcast_messenger.py	2	14	9
pyro/poutine/plate_messenger.py	examples/air/modules.py	2	5	6
pyro/poutine/plate_messenger.py	examples/rsa/semantic_parsing.py	2	5	20
pyro/poutine/plate_messenger.py	examples/vae/utils/custom_mlp.py	2	5	6
pyro/poutine/plate_messenger.py	examples/vae/utils/mnist_cached.py	2	5	9
pyro/poutine/plate_messenger.py	pyro/contrib/autoname/scoping.py	2	5	6
pyro/poutine/plate_messenger.py	pyro/contrib/conjugate/infer.py	2	5	4
pyro/poutine/plate_messenger.py	pyro/contrib/oed/glmm/guides.py	2	5	3
pyro/poutine/plate_messenger.py	pyro/contrib/oed/search.py	2	5	4
pyro/poutine/plate_messenger.py	pyro/contrib/tracking/dynamic_models.py	2	5	7
pyro/poutine/plate_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	5	8
pyro/poutine/plate_messenger.py	pyro/contrib/tracking/measurements.py	2	5	5
pyro/poutine/plate_messenger.py	pyro/distributions/conditional.py	2	5	5
pyro/poutine/plate_messenger.py	pyro/distributions/multivariate_studentt.py	2	5	5
pyro/poutine/plate_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	5	11
pyro/poutine/plate_messenger.py	pyro/distributions/transforms/batchnorm.py	2	5	7
pyro/poutine/plate_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	5	5
pyro/poutine/plate_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	5	10
pyro/poutine/plate_messenger.py	pyro/distributions/unit.py	2	5	3
pyro/poutine/plate_messenger.py	pyro/distributions/zero_inflated.py	2	5	8
pyro/poutine/plate_messenger.py	pyro/infer/autoguide/initialization.py	2	5	7
pyro/poutine/plate_messenger.py	pyro/infer/mcmc/adaptation.py	2	5	11
pyro/poutine/plate_messenger.py	pyro/infer/mcmc/logger.py	2	5	12
pyro/poutine/plate_messenger.py	pyro/infer/rws.py	2	5	4
pyro/poutine/plate_messenger.py	pyro/infer/svgd.py	2	5	7
pyro/poutine/plate_messenger.py	pyro/ops/welford.py	2	5	6
pyro/poutine/plate_messenger.py	pyro/poutine/do_messenger.py	2	5	3
pyro/poutine/plate_messenger.py	pyro/poutine/enum_messenger.py	2	5	4
pyro/poutine/plate_messenger.py	examples/air/main.py	2	5	37
pyro/poutine/plate_messenger.py	examples/baseball.py	2	5	46
pyro/poutine/plate_messenger.py	examples/capture_recapture/cjs.py	2	5	9
pyro/poutine/plate_messenger.py	examples/contrib/autoname/mixture.py	2	5	22
pyro/poutine/plate_messenger.py	examples/contrib/autoname/tree_data.py	2	5	21
pyro/poutine/plate_messenger.py	examples/eight_schools/data.py	2	5	3
pyro/poutine/plate_messenger.py	examples/eight_schools/mcmc.py	2	5	29
pyro/poutine/plate_messenger.py	examples/eight_schools/svi.py	2	5	22
pyro/poutine/plate_messenger.py	examples/einsum.py	2	5	3
pyro/poutine/plate_messenger.py	examples/inclined_plane.py	2	5	35
pyro/poutine/plate_messenger.py	examples/lkj.py	2	5	20
pyro/poutine/plate_messenger.py	examples/minipyro.py	2	5	26
pyro/poutine/plate_messenger.py	examples/mixed_hmm/experiment.py	2	5	3
pyro/poutine/plate_messenger.py	examples/mixed_hmm/model.py	2	5	4
pyro/poutine/plate_messenger.py	examples/mixed_hmm/seal_data.py	2	5	5
pyro/poutine/plate_messenger.py	examples/rsa/schelling.py	2	5	19
pyro/poutine/plate_messenger.py	examples/rsa/schelling_false.py	2	5	19
pyro/poutine/plate_messenger.py	profiler/distributions.py	2	5	11
pyro/poutine/plate_messenger.py	pyro/contrib/__init__.py	2	5	17
pyro/poutine/plate_messenger.py	pyro/contrib/autoname/__init__.py	2	5	5
pyro/poutine/plate_messenger.py	pyro/contrib/bnn/__init__.py	2	5	3
pyro/poutine/plate_messenger.py	pyro/contrib/bnn/hidden_layer.py	2	5	3
pyro/poutine/plate_messenger.py	pyro/contrib/bnn/utils.py	2	5	3
pyro/poutine/plate_messenger.py	pyro/contrib/easyguide/__init__.py	2	5	3
pyro/poutine/plate_messenger.py	pyro/contrib/easyguide/easyguide.py	2	5	9
pyro/poutine/plate_messenger.py	pyro/contrib/examples/util.py	2	5	9
pyro/poutine/plate_messenger.py	pyro/contrib/gp/__init__.py	2	5	14
pyro/poutine/plate_messenger.py	pyro/contrib/gp/kernels/__init__.py	2	5	12
pyro/poutine/plate_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	2	5	8
pyro/poutine/plate_messenger.py	pyro/contrib/gp/models/__init__.py	2	5	11
pyro/poutine/plate_messenger.py	pyro/contrib/gp/util.py	2	5	19
pyro/poutine/plate_messenger.py	pyro/contrib/oed/util.py	2	5	8
pyro/poutine/plate_messenger.py	pyro/contrib/tracking/__init__.py	2	5	3
pyro/poutine/plate_messenger.py	pyro/contrib/util.py	2	5	6
pyro/poutine/plate_messenger.py	pyro/distributions/__init__.py	2	5	114
pyro/poutine/plate_messenger.py	pyro/distributions/distribution.py	2	5	44
pyro/poutine/plate_messenger.py	pyro/distributions/rejector.py	2	5	10
pyro/poutine/plate_messenger.py	pyro/distributions/score_parts.py	2	5	7
pyro/poutine/plate_messenger.py	pyro/distributions/testing/fakes.py	2	5	7
pyro/poutine/plate_messenger.py	pyro/distributions/torch_patch.py	2	5	27
pyro/poutine/plate_messenger.py	pyro/distributions/transforms/utils.py	2	5	3
pyro/poutine/plate_messenger.py	pyro/generic.py	2	5	7
pyro/poutine/plate_messenger.py	pyro/infer/__init__.py	2	5	44
pyro/poutine/plate_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	2	5	5
pyro/poutine/plate_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	2	5	5
pyro/poutine/plate_messenger.py	pyro/logger.py	2	5	3
pyro/poutine/plate_messenger.py	pyro/nn/__init__.py	2	5	16
pyro/poutine/plate_messenger.py	pyro/ops/einsum/__init__.py	2	5	13
pyro/poutine/plate_messenger.py	pyro/ops/einsum/adjoint.py	2	5	7
pyro/poutine/plate_messenger.py	pyro/ops/einsum/torch_log.py	2	5	11
pyro/poutine/plate_messenger.py	pyro/ops/einsum/torch_map.py	2	5	5
pyro/poutine/plate_messenger.py	pyro/ops/einsum/torch_marginal.py	2	5	5
pyro/poutine/plate_messenger.py	pyro/ops/einsum/torch_sample.py	2	5	5
pyro/poutine/plate_messenger.py	pyro/ops/integrator.py	2	5	16
pyro/poutine/plate_messenger.py	pyro/ops/linalg.py	2	5	5
pyro/poutine/plate_messenger.py	pyro/ops/newton.py	2	5	9
pyro/poutine/plate_messenger.py	pyro/ops/packed.py	2	5	10
pyro/poutine/plate_messenger.py	pyro/ops/stats.py	2	5	17
pyro/poutine/plate_messenger.py	pyro/optim/__init__.py	2	5	17
pyro/poutine/plate_messenger.py	pyro/params/__init__.py	2	5	12
pyro/poutine/reentrant_messenger.py	examples/air/air.py	2	4	36
pyro/poutine/reentrant_messenger.py	examples/air/modules.py	2	4	6
pyro/poutine/reentrant_messenger.py	examples/dmm/dmm.py	2	4	56
pyro/poutine/reentrant_messenger.py	examples/rsa/semantic_parsing.py	2	4	20
pyro/poutine/reentrant_messenger.py	examples/vae/ss_vae_M2.py	2	4	34
pyro/poutine/reentrant_messenger.py	examples/vae/utils/custom_mlp.py	2	4	6
pyro/poutine/reentrant_messenger.py	examples/vae/utils/mnist_cached.py	2	4	9
pyro/poutine/reentrant_messenger.py	examples/vae/vae.py	2	4	29
pyro/poutine/reentrant_messenger.py	examples/vae/vae_comparison.py	2	4	29
pyro/poutine/reentrant_messenger.py	pyro/contrib/autoname/scoping.py	2	4	6
pyro/poutine/reentrant_messenger.py	pyro/contrib/conjugate/infer.py	2	4	4
pyro/poutine/reentrant_messenger.py	pyro/contrib/oed/glmm/guides.py	2	4	3
pyro/poutine/reentrant_messenger.py	pyro/contrib/oed/search.py	2	4	4
pyro/poutine/reentrant_messenger.py	pyro/contrib/tracking/dynamic_models.py	2	4	7
pyro/poutine/reentrant_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	4	8
pyro/poutine/reentrant_messenger.py	pyro/contrib/tracking/measurements.py	2	4	5
pyro/poutine/reentrant_messenger.py	pyro/distributions/conditional.py	2	4	5
pyro/poutine/reentrant_messenger.py	pyro/distributions/multivariate_studentt.py	2	4	5
pyro/poutine/reentrant_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	4	11
pyro/poutine/reentrant_messenger.py	pyro/distributions/transforms/batchnorm.py	2	4	7
pyro/poutine/reentrant_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	4	5
pyro/poutine/reentrant_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	4	10
pyro/poutine/reentrant_messenger.py	pyro/distributions/unit.py	2	4	3
pyro/poutine/reentrant_messenger.py	pyro/distributions/zero_inflated.py	2	4	8
pyro/poutine/reentrant_messenger.py	pyro/infer/autoguide/initialization.py	2	4	7
pyro/poutine/reentrant_messenger.py	pyro/infer/mcmc/adaptation.py	2	4	11
pyro/poutine/reentrant_messenger.py	pyro/infer/mcmc/logger.py	2	4	12
pyro/poutine/reentrant_messenger.py	pyro/infer/rws.py	2	4	4
pyro/poutine/reentrant_messenger.py	pyro/infer/svgd.py	2	4	7
pyro/poutine/reentrant_messenger.py	pyro/ops/welford.py	2	4	6
pyro/poutine/reentrant_messenger.py	pyro/poutine/do_messenger.py	2	4	3
pyro/poutine/reentrant_messenger.py	pyro/poutine/enum_messenger.py	2	4	4
pyro/poutine/reentrant_messenger.py	examples/air/main.py	2	4	37
pyro/poutine/reentrant_messenger.py	examples/baseball.py	2	4	46
pyro/poutine/reentrant_messenger.py	examples/capture_recapture/cjs.py	2	4	9
pyro/poutine/reentrant_messenger.py	examples/contrib/autoname/mixture.py	2	4	22
pyro/poutine/reentrant_messenger.py	examples/contrib/autoname/scoping_mixture.py	2	4	22
pyro/poutine/reentrant_messenger.py	examples/contrib/autoname/tree_data.py	2	4	21
pyro/poutine/reentrant_messenger.py	examples/eight_schools/data.py	2	4	3
pyro/poutine/reentrant_messenger.py	examples/eight_schools/mcmc.py	2	4	29
pyro/poutine/reentrant_messenger.py	examples/eight_schools/svi.py	2	4	22
pyro/poutine/reentrant_messenger.py	examples/einsum.py	2	4	3
pyro/poutine/reentrant_messenger.py	examples/inclined_plane.py	2	4	35
pyro/poutine/reentrant_messenger.py	examples/lda.py	2	4	25
pyro/poutine/reentrant_messenger.py	examples/lkj.py	2	4	20
pyro/poutine/reentrant_messenger.py	examples/minipyro.py	2	4	26
pyro/poutine/reentrant_messenger.py	examples/mixed_hmm/experiment.py	2	4	3
pyro/poutine/reentrant_messenger.py	examples/mixed_hmm/model.py	2	4	4
pyro/poutine/reentrant_messenger.py	examples/mixed_hmm/seal_data.py	2	4	5
pyro/poutine/reentrant_messenger.py	examples/rsa/schelling.py	2	4	19
pyro/poutine/reentrant_messenger.py	examples/rsa/schelling_false.py	2	4	19
pyro/poutine/reentrant_messenger.py	profiler/distributions.py	2	4	11
pyro/poutine/reentrant_messenger.py	pyro/contrib/__init__.py	2	4	17
pyro/poutine/reentrant_messenger.py	pyro/contrib/autoname/__init__.py	2	4	5
pyro/poutine/reentrant_messenger.py	pyro/contrib/bnn/__init__.py	2	4	3
pyro/poutine/reentrant_messenger.py	pyro/contrib/bnn/hidden_layer.py	2	4	3
pyro/poutine/reentrant_messenger.py	pyro/contrib/bnn/utils.py	2	4	3
pyro/poutine/reentrant_messenger.py	pyro/contrib/easyguide/__init__.py	2	4	3
pyro/poutine/reentrant_messenger.py	pyro/contrib/easyguide/easyguide.py	2	4	9
pyro/poutine/reentrant_messenger.py	pyro/contrib/examples/util.py	2	4	9
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/__init__.py	2	4	14
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/kernels/__init__.py	2	4	12
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	2	4	8
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/models/__init__.py	2	4	11
pyro/poutine/reentrant_messenger.py	pyro/contrib/gp/util.py	2	4	19
pyro/poutine/reentrant_messenger.py	pyro/contrib/oed/util.py	2	4	8
pyro/poutine/reentrant_messenger.py	pyro/contrib/tracking/__init__.py	2	4	3
pyro/poutine/reentrant_messenger.py	pyro/contrib/util.py	2	4	6
pyro/poutine/reentrant_messenger.py	pyro/distributions/__init__.py	2	4	114
pyro/poutine/reentrant_messenger.py	pyro/distributions/distribution.py	2	4	44
pyro/poutine/reentrant_messenger.py	pyro/distributions/rejector.py	2	4	10
pyro/poutine/reentrant_messenger.py	pyro/distributions/score_parts.py	2	4	7
pyro/poutine/reentrant_messenger.py	pyro/distributions/testing/fakes.py	2	4	7
pyro/poutine/reentrant_messenger.py	pyro/distributions/torch_patch.py	2	4	27
pyro/poutine/reentrant_messenger.py	pyro/distributions/transforms/utils.py	2	4	3
pyro/poutine/reentrant_messenger.py	pyro/generic.py	2	4	7
pyro/poutine/reentrant_messenger.py	pyro/infer/__init__.py	2	4	44
pyro/poutine/reentrant_messenger.py	pyro/infer/elbo.py	2	4	27
pyro/poutine/reentrant_messenger.py	pyro/infer/enum.py	2	4	32
pyro/poutine/reentrant_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	2	4	5
pyro/poutine/reentrant_messenger.py	pyro/infer/trace_elbo.py	2	4	59
pyro/poutine/reentrant_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	2	4	5
pyro/poutine/reentrant_messenger.py	pyro/infer/tracegraph_elbo.py	2	4	70
pyro/poutine/reentrant_messenger.py	pyro/logger.py	2	4	3
pyro/poutine/reentrant_messenger.py	pyro/nn/__init__.py	2	4	16
pyro/poutine/reentrant_messenger.py	pyro/ops/einsum/__init__.py	2	4	13
pyro/poutine/reentrant_messenger.py	pyro/ops/einsum/adjoint.py	2	4	7
pyro/poutine/reentrant_messenger.py	pyro/ops/einsum/torch_log.py	2	4	11
pyro/poutine/reentrant_messenger.py	pyro/ops/einsum/torch_map.py	2	4	5
pyro/poutine/reentrant_messenger.py	pyro/ops/einsum/torch_marginal.py	2	4	5
pyro/poutine/reentrant_messenger.py	pyro/ops/einsum/torch_sample.py	2	4	5
pyro/poutine/reentrant_messenger.py	pyro/ops/integrator.py	2	4	16
pyro/poutine/reentrant_messenger.py	pyro/ops/linalg.py	2	4	5
pyro/poutine/reentrant_messenger.py	pyro/ops/newton.py	2	4	9
pyro/poutine/reentrant_messenger.py	pyro/ops/stats.py	2	4	17
pyro/poutine/reentrant_messenger.py	pyro/optim/__init__.py	2	4	17
pyro/poutine/reentrant_messenger.py	pyro/params/__init__.py	2	4	12
pyro/poutine/reentrant_messenger.py	pyro/poutine/broadcast_messenger.py	2	4	9
pyro/poutine/reparam_messenger.py	pyro/distributions/distribution.py	2	4	44
pyro/poutine/reparam_messenger.py	pyro/distributions/torch.py	2	4	40
pyro/poutine/reparam_messenger.py	pyro/distributions/torch_distribution.py	2	4	39
pyro/poutine/reparam_messenger.py	pyro/infer/reparam/loc_scale.py	2	4	3
pyro/poutine/reparam_messenger.py	pyro/infer/reparam/neutra.py	2	4	5
pyro/poutine/reparam_messenger.py	pyro/infer/reparam/reparam.py	2	4	3
pyro/poutine/reparam_messenger.py	pyro/infer/reparam/stable.py	2	4	8
pyro/poutine/reparam_messenger.py	pyro/infer/reparam/transform.py	2	4	2
pyro/poutine/reparam_messenger.py	pyro/ops/gaussian.py	2	4	12
pyro/poutine/reparam_messenger.py	pyro/poutine/__init__.py	2	4	64
pyro/poutine/reparam_messenger.py	pyro/poutine/handlers.py	2	4	30
pyro/poutine/replay_messenger.py	examples/air/air.py	2	6	36
pyro/poutine/replay_messenger.py	examples/air/modules.py	2	6	6
pyro/poutine/replay_messenger.py	examples/dmm/dmm.py	2	6	56
pyro/poutine/replay_messenger.py	examples/rsa/semantic_parsing.py	2	6	20
pyro/poutine/replay_messenger.py	examples/vae/ss_vae_M2.py	2	6	34
pyro/poutine/replay_messenger.py	examples/vae/utils/custom_mlp.py	2	6	6
pyro/poutine/replay_messenger.py	examples/vae/utils/mnist_cached.py	2	6	9
pyro/poutine/replay_messenger.py	examples/vae/vae.py	2	6	29
pyro/poutine/replay_messenger.py	examples/vae/vae_comparison.py	2	6	29
pyro/poutine/replay_messenger.py	pyro/contrib/autoname/scoping.py	2	6	6
pyro/poutine/replay_messenger.py	pyro/contrib/conjugate/infer.py	2	6	4
pyro/poutine/replay_messenger.py	pyro/contrib/oed/glmm/guides.py	2	6	3
pyro/poutine/replay_messenger.py	pyro/contrib/oed/search.py	2	6	4
pyro/poutine/replay_messenger.py	pyro/contrib/tracking/dynamic_models.py	2	6	7
pyro/poutine/replay_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	6	8
pyro/poutine/replay_messenger.py	pyro/contrib/tracking/measurements.py	2	6	5
pyro/poutine/replay_messenger.py	pyro/distributions/conditional.py	2	6	5
pyro/poutine/replay_messenger.py	pyro/distributions/multivariate_studentt.py	2	6	5
pyro/poutine/replay_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	6	11
pyro/poutine/replay_messenger.py	pyro/distributions/transforms/batchnorm.py	2	6	7
pyro/poutine/replay_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	6	5
pyro/poutine/replay_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	6	10
pyro/poutine/replay_messenger.py	pyro/distributions/unit.py	2	6	3
pyro/poutine/replay_messenger.py	pyro/distributions/zero_inflated.py	2	6	8
pyro/poutine/replay_messenger.py	pyro/infer/autoguide/initialization.py	2	6	7
pyro/poutine/replay_messenger.py	pyro/infer/mcmc/adaptation.py	2	6	11
pyro/poutine/replay_messenger.py	pyro/infer/mcmc/logger.py	2	6	12
pyro/poutine/replay_messenger.py	pyro/infer/mcmc/util.py	2	6	35
pyro/poutine/replay_messenger.py	pyro/infer/rws.py	2	6	4
pyro/poutine/replay_messenger.py	pyro/infer/svgd.py	2	6	7
pyro/poutine/replay_messenger.py	pyro/ops/welford.py	2	6	6
pyro/poutine/replay_messenger.py	pyro/poutine/do_messenger.py	2	6	3
pyro/poutine/replay_messenger.py	examples/air/main.py	2	6	37
pyro/poutine/replay_messenger.py	examples/baseball.py	2	6	46
pyro/poutine/replay_messenger.py	examples/capture_recapture/cjs.py	2	6	9
pyro/poutine/replay_messenger.py	examples/contrib/autoname/mixture.py	2	6	22
pyro/poutine/replay_messenger.py	examples/contrib/autoname/scoping_mixture.py	2	6	22
pyro/poutine/replay_messenger.py	examples/contrib/autoname/tree_data.py	2	6	21
pyro/poutine/replay_messenger.py	examples/eight_schools/data.py	2	6	3
pyro/poutine/replay_messenger.py	examples/eight_schools/mcmc.py	2	6	29
pyro/poutine/replay_messenger.py	examples/eight_schools/svi.py	2	6	22
pyro/poutine/replay_messenger.py	examples/einsum.py	2	6	3
pyro/poutine/replay_messenger.py	examples/inclined_plane.py	2	6	35
pyro/poutine/replay_messenger.py	examples/lda.py	2	6	25
pyro/poutine/replay_messenger.py	examples/lkj.py	2	6	20
pyro/poutine/replay_messenger.py	examples/minipyro.py	2	6	26
pyro/poutine/replay_messenger.py	examples/mixed_hmm/experiment.py	2	6	3
pyro/poutine/replay_messenger.py	examples/mixed_hmm/model.py	2	6	4
pyro/poutine/replay_messenger.py	examples/mixed_hmm/seal_data.py	2	6	5
pyro/poutine/replay_messenger.py	examples/rsa/schelling.py	2	6	19
pyro/poutine/replay_messenger.py	examples/rsa/schelling_false.py	2	6	19
pyro/poutine/replay_messenger.py	profiler/distributions.py	2	6	11
pyro/poutine/replay_messenger.py	pyro/__init__.py	2	6	176
pyro/poutine/replay_messenger.py	pyro/contrib/__init__.py	2	6	17
pyro/poutine/replay_messenger.py	pyro/contrib/autoname/__init__.py	2	6	5
pyro/poutine/replay_messenger.py	pyro/contrib/bnn/__init__.py	2	6	3
pyro/poutine/replay_messenger.py	pyro/contrib/bnn/hidden_layer.py	2	6	3
pyro/poutine/replay_messenger.py	pyro/contrib/bnn/utils.py	2	6	3
pyro/poutine/replay_messenger.py	pyro/contrib/easyguide/__init__.py	2	6	3
pyro/poutine/replay_messenger.py	pyro/contrib/easyguide/easyguide.py	2	6	9
pyro/poutine/replay_messenger.py	pyro/contrib/examples/util.py	2	6	9
pyro/poutine/replay_messenger.py	pyro/contrib/gp/__init__.py	2	6	14
pyro/poutine/replay_messenger.py	pyro/contrib/gp/kernels/__init__.py	2	6	12
pyro/poutine/replay_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	2	6	8
pyro/poutine/replay_messenger.py	pyro/contrib/gp/models/__init__.py	2	6	11
pyro/poutine/replay_messenger.py	pyro/contrib/gp/util.py	2	6	19
pyro/poutine/replay_messenger.py	pyro/contrib/oed/util.py	2	6	8
pyro/poutine/replay_messenger.py	pyro/contrib/tracking/__init__.py	2	6	3
pyro/poutine/replay_messenger.py	pyro/contrib/util.py	2	6	6
pyro/poutine/replay_messenger.py	pyro/distributions/__init__.py	2	6	114
pyro/poutine/replay_messenger.py	pyro/distributions/distribution.py	2	6	44
pyro/poutine/replay_messenger.py	pyro/distributions/rejector.py	2	6	10
pyro/poutine/replay_messenger.py	pyro/distributions/score_parts.py	2	6	7
pyro/poutine/replay_messenger.py	pyro/distributions/testing/fakes.py	2	6	7
pyro/poutine/replay_messenger.py	pyro/distributions/torch_patch.py	2	6	27
pyro/poutine/replay_messenger.py	pyro/distributions/transforms/utils.py	2	6	3
pyro/poutine/replay_messenger.py	pyro/generic.py	2	6	7
pyro/poutine/replay_messenger.py	pyro/infer/__init__.py	2	6	44
pyro/poutine/replay_messenger.py	pyro/infer/elbo.py	2	6	27
pyro/poutine/replay_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	2	6	5
pyro/poutine/replay_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	2	6	5
pyro/poutine/replay_messenger.py	pyro/infer/tracetmc_elbo.py	2	6	5
pyro/poutine/replay_messenger.py	pyro/logger.py	2	6	3
pyro/poutine/replay_messenger.py	pyro/nn/__init__.py	2	6	16
pyro/poutine/replay_messenger.py	pyro/ops/einsum/__init__.py	2	6	13
pyro/poutine/replay_messenger.py	pyro/ops/einsum/adjoint.py	2	6	7
pyro/poutine/replay_messenger.py	pyro/ops/einsum/torch_log.py	2	6	11
pyro/poutine/replay_messenger.py	pyro/ops/einsum/torch_map.py	2	6	5
pyro/poutine/replay_messenger.py	pyro/ops/einsum/torch_marginal.py	2	6	5
pyro/poutine/replay_messenger.py	pyro/ops/einsum/torch_sample.py	2	6	5
pyro/poutine/replay_messenger.py	pyro/ops/integrator.py	2	6	16
pyro/poutine/replay_messenger.py	pyro/ops/linalg.py	2	6	5
pyro/poutine/replay_messenger.py	pyro/ops/newton.py	2	6	9
pyro/poutine/replay_messenger.py	pyro/ops/packed.py	2	6	10
pyro/poutine/replay_messenger.py	pyro/ops/stats.py	2	6	17
pyro/poutine/replay_messenger.py	pyro/optim/__init__.py	2	6	17
pyro/poutine/replay_messenger.py	pyro/params/__init__.py	2	6	12
pyro/poutine/runtime.py	examples/air/modules.py	2	16	6
pyro/poutine/runtime.py	examples/contrib/gp/sv-dkl.py	2	16	34
pyro/poutine/runtime.py	examples/rsa/search_inference.py	2	16	9
pyro/poutine/runtime.py	examples/rsa/semantic_parsing.py	2	16	20
pyro/poutine/runtime.py	profiler/profiling_utils.py	2	16	5
pyro/poutine/runtime.py	pyro/contrib/autoname/named.py	2	16	5
pyro/poutine/runtime.py	pyro/contrib/autoname/scoping.py	2	16	6
pyro/poutine/runtime.py	pyro/contrib/conjugate/infer.py	2	16	4
pyro/poutine/runtime.py	pyro/contrib/gp/kernels/brownian.py	2	16	12
pyro/poutine/runtime.py	pyro/contrib/gp/kernels/coregionalize.py	2	16	9
pyro/poutine/runtime.py	pyro/contrib/gp/kernels/dot_product.py	2	16	13
pyro/poutine/runtime.py	pyro/contrib/gp/kernels/isotropic.py	2	16	14
pyro/poutine/runtime.py	pyro/contrib/gp/kernels/static.py	2	16	13
pyro/poutine/runtime.py	pyro/contrib/gp/likelihoods/binary.py	2	16	17
pyro/poutine/runtime.py	pyro/contrib/gp/likelihoods/gaussian.py	2	16	18
pyro/poutine/runtime.py	pyro/contrib/gp/likelihoods/likelihood.py	2	16	12
pyro/poutine/runtime.py	pyro/contrib/gp/likelihoods/multi_class.py	2	16	15
pyro/poutine/runtime.py	pyro/contrib/gp/likelihoods/poisson.py	2	16	11
pyro/poutine/runtime.py	pyro/contrib/gp/models/gplvm.py	2	16	12
pyro/poutine/runtime.py	pyro/contrib/gp/models/gpr.py	2	16	27
pyro/poutine/runtime.py	pyro/contrib/gp/models/model.py	2	16	24
pyro/poutine/runtime.py	pyro/contrib/gp/models/vgp.py	2	16	21
pyro/poutine/runtime.py	pyro/contrib/gp/models/vsgp.py	2	16	11
pyro/poutine/runtime.py	pyro/contrib/gp/parameterized.py	2	16	8
pyro/poutine/runtime.py	pyro/contrib/oed/eig.py	2	16	17
pyro/poutine/runtime.py	pyro/contrib/oed/glmm/guides.py	2	16	3
pyro/poutine/runtime.py	pyro/contrib/oed/search.py	2	16	4
pyro/poutine/runtime.py	pyro/contrib/tracking/assignment.py	2	16	9
pyro/poutine/runtime.py	pyro/contrib/tracking/distributions.py	2	16	6
pyro/poutine/runtime.py	pyro/contrib/tracking/dynamic_models.py	2	16	7
pyro/poutine/runtime.py	pyro/contrib/tracking/extended_kalman_filter.py	2	16	8
pyro/poutine/runtime.py	pyro/contrib/tracking/hashing.py	2	16	8
pyro/poutine/runtime.py	pyro/contrib/tracking/measurements.py	2	16	5
pyro/poutine/runtime.py	pyro/distributions/avf_mvn.py	2	16	6
pyro/poutine/runtime.py	pyro/distributions/conditional.py	2	16	5
pyro/poutine/runtime.py	pyro/distributions/conjugate.py	2	16	13
pyro/poutine/runtime.py	pyro/distributions/delta.py	2	16	44
pyro/poutine/runtime.py	pyro/distributions/diag_normal_mixture.py	2	16	8
pyro/poutine/runtime.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	16	9
pyro/poutine/runtime.py	pyro/distributions/hmm.py	2	16	30
pyro/poutine/runtime.py	pyro/distributions/inverse_gamma.py	2	16	6
pyro/poutine/runtime.py	pyro/distributions/lkj.py	2	16	10
pyro/poutine/runtime.py	pyro/distributions/multivariate_studentt.py	2	16	5
pyro/poutine/runtime.py	pyro/distributions/omt_mvn.py	2	16	18
pyro/poutine/runtime.py	pyro/distributions/relaxed_straight_through.py	2	16	8
pyro/poutine/runtime.py	pyro/distributions/spanning_tree.py	2	16	7
pyro/poutine/runtime.py	pyro/distributions/testing/naive_dirichlet.py	2	16	7
pyro/poutine/runtime.py	pyro/distributions/testing/rejection_gamma.py	2	16	19
pyro/poutine/runtime.py	pyro/distributions/torch.py	2	16	40
pyro/poutine/runtime.py	pyro/distributions/torch_distribution.py	2	16	39
pyro/poutine/runtime.py	pyro/distributions/torch_transform.py	2	16	7
pyro/poutine/runtime.py	pyro/distributions/transforms/affine_autoregressive.py	2	16	11
pyro/poutine/runtime.py	pyro/distributions/transforms/affine_coupling.py	2	16	13
pyro/poutine/runtime.py	pyro/distributions/transforms/batchnorm.py	2	16	7
pyro/poutine/runtime.py	pyro/distributions/transforms/block_autoregressive.py	2	16	12
pyro/poutine/runtime.py	pyro/distributions/transforms/householder.py	2	16	11
pyro/poutine/runtime.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	16	5
pyro/poutine/runtime.py	pyro/distributions/transforms/neural_autoregressive.py	2	16	10
pyro/poutine/runtime.py	pyro/distributions/transforms/permute.py	2	16	13
pyro/poutine/runtime.py	pyro/distributions/transforms/planar.py	2	16	16
pyro/poutine/runtime.py	pyro/distributions/transforms/polynomial.py	2	16	9
pyro/poutine/runtime.py	pyro/distributions/transforms/radial.py	2	16	15
pyro/poutine/runtime.py	pyro/distributions/transforms/sylvester.py	2	16	12
pyro/poutine/runtime.py	pyro/distributions/unit.py	2	16	3
pyro/poutine/runtime.py	pyro/distributions/von_mises_3d.py	2	16	4
pyro/poutine/runtime.py	pyro/distributions/zero_inflated.py	2	16	8
pyro/poutine/runtime.py	pyro/infer/autoguide/initialization.py	2	16	7
pyro/poutine/runtime.py	pyro/infer/csis.py	2	16	5
pyro/poutine/runtime.py	pyro/infer/discrete.py	2	16	11
pyro/poutine/runtime.py	pyro/infer/mcmc/adaptation.py	2	16	11
pyro/poutine/runtime.py	pyro/infer/mcmc/api.py	2	16	24
pyro/poutine/runtime.py	pyro/infer/mcmc/logger.py	2	16	12
pyro/poutine/runtime.py	pyro/infer/rws.py	2	16	4
pyro/poutine/runtime.py	pyro/infer/svgd.py	2	16	7
pyro/poutine/runtime.py	pyro/infer/svi.py	2	16	28
pyro/poutine/runtime.py	pyro/infer/trace_mean_field_elbo.py	2	16	10
pyro/poutine/runtime.py	pyro/infer/trace_mmd.py	2	16	6
pyro/poutine/runtime.py	pyro/nn/dense_nn.py	2	16	6
pyro/poutine/runtime.py	pyro/ops/dual_averaging.py	2	16	7
pyro/poutine/runtime.py	pyro/ops/einsum/util.py	2	16	4
pyro/poutine/runtime.py	pyro/ops/indexing.py	2	16	6
pyro/poutine/runtime.py	pyro/ops/jit.py	2	16	9
pyro/poutine/runtime.py	pyro/ops/rings.py	2	16	10
pyro/poutine/runtime.py	pyro/ops/welford.py	2	16	6
pyro/poutine/runtime.py	pyro/optim/adagrad_rmsprop.py	2	16	6
pyro/poutine/runtime.py	pyro/optim/clipped_adam.py	2	16	10
pyro/poutine/runtime.py	pyro/optim/lr_scheduler.py	2	16	10
pyro/poutine/runtime.py	pyro/optim/multi.py	2	16	7
pyro/poutine/runtime.py	pyro/poutine/do_messenger.py	2	16	3
pyro/poutine/runtime.py	pyro/poutine/enum_messenger.py	2	16	4
pyro/poutine/runtime.py	pyro/poutine/infer_config_messenger.py	2	16	5
pyro/poutine/runtime.py	pyro/poutine/mask_messenger.py	2	16	7
pyro/poutine/runtime.py	pyro/poutine/replay_messenger.py	2	16	6
pyro/poutine/runtime.py	examples/air/main.py	2	16	37
pyro/poutine/runtime.py	examples/contrib/autoname/scoping_mixture.py	2	16	22
pyro/poutine/runtime.py	examples/dmm/polyphonic_data_loader.py	2	16	16
pyro/poutine/runtime.py	examples/inclined_plane.py	2	16	35
pyro/poutine/runtime.py	examples/lda.py	2	16	25
pyro/poutine/runtime.py	profiler/distributions.py	2	16	11
pyro/poutine/runtime.py	pyro/contrib/__init__.py	2	16	17
pyro/poutine/runtime.py	pyro/contrib/gp/__init__.py	2	16	14
pyro/poutine/runtime.py	pyro/contrib/gp/kernels/__init__.py	2	16	12
pyro/poutine/runtime.py	pyro/contrib/gp/models/__init__.py	2	16	11
pyro/poutine/runtime.py	pyro/distributions/__init__.py	2	16	114
pyro/poutine/runtime.py	pyro/infer/trace_elbo.py	2	16	59
pyro/poutine/runtime.py	pyro/ops/packed.py	2	16	10
pyro/poutine/runtime.py	pyro/ops/stats.py	2	16	17
pyro/poutine/runtime.py	pyro/optim/__init__.py	2	16	17
pyro/poutine/runtime.py	pyro/params/__init__.py	2	16	12
pyro/poutine/runtime.py	pyro/poutine/broadcast_messenger.py	2	16	9
pyro/poutine/scale_messenger.py	examples/air/air.py	2	6	36
pyro/poutine/scale_messenger.py	examples/air/modules.py	2	6	6
pyro/poutine/scale_messenger.py	examples/dmm/dmm.py	2	6	56
pyro/poutine/scale_messenger.py	examples/rsa/semantic_parsing.py	2	6	20
pyro/poutine/scale_messenger.py	examples/vae/ss_vae_M2.py	2	6	34
pyro/poutine/scale_messenger.py	examples/vae/utils/custom_mlp.py	2	6	6
pyro/poutine/scale_messenger.py	examples/vae/utils/mnist_cached.py	2	6	9
pyro/poutine/scale_messenger.py	examples/vae/vae.py	2	6	29
pyro/poutine/scale_messenger.py	examples/vae/vae_comparison.py	2	6	29
pyro/poutine/scale_messenger.py	pyro/contrib/conjugate/infer.py	2	6	4
pyro/poutine/scale_messenger.py	pyro/contrib/oed/glmm/guides.py	2	6	3
pyro/poutine/scale_messenger.py	pyro/contrib/oed/search.py	2	6	4
pyro/poutine/scale_messenger.py	pyro/contrib/tracking/dynamic_models.py	2	6	7
pyro/poutine/scale_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	6	8
pyro/poutine/scale_messenger.py	pyro/contrib/tracking/measurements.py	2	6	5
pyro/poutine/scale_messenger.py	pyro/distributions/conditional.py	2	6	5
pyro/poutine/scale_messenger.py	pyro/distributions/multivariate_studentt.py	2	6	5
pyro/poutine/scale_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	6	11
pyro/poutine/scale_messenger.py	pyro/distributions/transforms/batchnorm.py	2	6	7
pyro/poutine/scale_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	6	5
pyro/poutine/scale_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	6	10
pyro/poutine/scale_messenger.py	pyro/distributions/unit.py	2	6	3
pyro/poutine/scale_messenger.py	pyro/distributions/zero_inflated.py	2	6	8
pyro/poutine/scale_messenger.py	pyro/infer/autoguide/initialization.py	2	6	7
pyro/poutine/scale_messenger.py	pyro/infer/mcmc/adaptation.py	2	6	11
pyro/poutine/scale_messenger.py	pyro/infer/mcmc/logger.py	2	6	12
pyro/poutine/scale_messenger.py	pyro/infer/mcmc/util.py	2	6	35
pyro/poutine/scale_messenger.py	pyro/infer/rws.py	2	6	4
pyro/poutine/scale_messenger.py	pyro/infer/svgd.py	2	6	7
pyro/poutine/scale_messenger.py	pyro/ops/welford.py	2	6	6
pyro/poutine/scale_messenger.py	pyro/poutine/do_messenger.py	2	6	3
pyro/poutine/scale_messenger.py	pyro/poutine/runtime.py	2	6	16
pyro/poutine/scale_messenger.py	examples/air/main.py	2	6	37
pyro/poutine/scale_messenger.py	examples/baseball.py	2	6	46
pyro/poutine/scale_messenger.py	examples/capture_recapture/cjs.py	2	6	9
pyro/poutine/scale_messenger.py	examples/contrib/autoname/mixture.py	2	6	22
pyro/poutine/scale_messenger.py	examples/contrib/autoname/scoping_mixture.py	2	6	22
pyro/poutine/scale_messenger.py	examples/contrib/autoname/tree_data.py	2	6	21
pyro/poutine/scale_messenger.py	examples/eight_schools/data.py	2	6	3
pyro/poutine/scale_messenger.py	examples/eight_schools/mcmc.py	2	6	29
pyro/poutine/scale_messenger.py	examples/eight_schools/svi.py	2	6	22
pyro/poutine/scale_messenger.py	examples/einsum.py	2	6	3
pyro/poutine/scale_messenger.py	examples/inclined_plane.py	2	6	35
pyro/poutine/scale_messenger.py	examples/lda.py	2	6	25
pyro/poutine/scale_messenger.py	examples/lkj.py	2	6	20
pyro/poutine/scale_messenger.py	examples/minipyro.py	2	6	26
pyro/poutine/scale_messenger.py	examples/mixed_hmm/experiment.py	2	6	3
pyro/poutine/scale_messenger.py	examples/mixed_hmm/model.py	2	6	4
pyro/poutine/scale_messenger.py	examples/mixed_hmm/seal_data.py	2	6	5
pyro/poutine/scale_messenger.py	examples/rsa/schelling.py	2	6	19
pyro/poutine/scale_messenger.py	examples/rsa/schelling_false.py	2	6	19
pyro/poutine/scale_messenger.py	profiler/distributions.py	2	6	11
pyro/poutine/scale_messenger.py	pyro/__init__.py	2	6	176
pyro/poutine/scale_messenger.py	pyro/contrib/__init__.py	2	6	17
pyro/poutine/scale_messenger.py	pyro/contrib/autoname/__init__.py	2	6	5
pyro/poutine/scale_messenger.py	pyro/contrib/bnn/__init__.py	2	6	3
pyro/poutine/scale_messenger.py	pyro/contrib/bnn/hidden_layer.py	2	6	3
pyro/poutine/scale_messenger.py	pyro/contrib/bnn/utils.py	2	6	3
pyro/poutine/scale_messenger.py	pyro/contrib/easyguide/__init__.py	2	6	3
pyro/poutine/scale_messenger.py	pyro/contrib/easyguide/easyguide.py	2	6	9
pyro/poutine/scale_messenger.py	pyro/contrib/examples/util.py	2	6	9
pyro/poutine/scale_messenger.py	pyro/contrib/gp/__init__.py	2	6	14
pyro/poutine/scale_messenger.py	pyro/contrib/gp/kernels/__init__.py	2	6	12
pyro/poutine/scale_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	2	6	8
pyro/poutine/scale_messenger.py	pyro/contrib/gp/models/__init__.py	2	6	11
pyro/poutine/scale_messenger.py	pyro/contrib/gp/util.py	2	6	19
pyro/poutine/scale_messenger.py	pyro/contrib/oed/util.py	2	6	8
pyro/poutine/scale_messenger.py	pyro/contrib/tracking/__init__.py	2	6	3
pyro/poutine/scale_messenger.py	pyro/contrib/util.py	2	6	6
pyro/poutine/scale_messenger.py	pyro/distributions/__init__.py	2	6	114
pyro/poutine/scale_messenger.py	pyro/distributions/distribution.py	2	6	44
pyro/poutine/scale_messenger.py	pyro/distributions/rejector.py	2	6	10
pyro/poutine/scale_messenger.py	pyro/distributions/testing/fakes.py	2	6	7
pyro/poutine/scale_messenger.py	pyro/distributions/torch_patch.py	2	6	27
pyro/poutine/scale_messenger.py	pyro/distributions/transforms/utils.py	2	6	3
pyro/poutine/scale_messenger.py	pyro/generic.py	2	6	7
pyro/poutine/scale_messenger.py	pyro/infer/__init__.py	2	6	44
pyro/poutine/scale_messenger.py	pyro/infer/elbo.py	2	6	27
pyro/poutine/scale_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	2	6	5
pyro/poutine/scale_messenger.py	pyro/infer/trace_elbo.py	2	6	59
pyro/poutine/scale_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	2	6	5
pyro/poutine/scale_messenger.py	pyro/infer/tracegraph_elbo.py	2	6	70
pyro/poutine/scale_messenger.py	pyro/infer/tracetmc_elbo.py	2	6	5
pyro/poutine/scale_messenger.py	pyro/logger.py	2	6	3
pyro/poutine/scale_messenger.py	pyro/nn/__init__.py	2	6	16
pyro/poutine/scale_messenger.py	pyro/ops/einsum/__init__.py	2	6	13
pyro/poutine/scale_messenger.py	pyro/ops/einsum/adjoint.py	2	6	7
pyro/poutine/scale_messenger.py	pyro/ops/einsum/torch_log.py	2	6	11
pyro/poutine/scale_messenger.py	pyro/ops/einsum/torch_map.py	2	6	5
pyro/poutine/scale_messenger.py	pyro/ops/einsum/torch_marginal.py	2	6	5
pyro/poutine/scale_messenger.py	pyro/ops/einsum/torch_sample.py	2	6	5
pyro/poutine/scale_messenger.py	pyro/ops/integrator.py	2	6	16
pyro/poutine/scale_messenger.py	pyro/ops/linalg.py	2	6	5
pyro/poutine/scale_messenger.py	pyro/ops/newton.py	2	6	9
pyro/poutine/scale_messenger.py	pyro/ops/packed.py	2	6	10
pyro/poutine/scale_messenger.py	pyro/ops/stats.py	2	6	17
pyro/poutine/scale_messenger.py	pyro/optim/__init__.py	2	6	17
pyro/poutine/scale_messenger.py	pyro/params/__init__.py	2	6	12
pyro/poutine/seed_messenger.py	examples/air/air.py	2	3	36
pyro/poutine/seed_messenger.py	examples/air/modules.py	2	3	6
pyro/poutine/seed_messenger.py	examples/contrib/gp/sv-dkl.py	2	3	34
pyro/poutine/seed_messenger.py	examples/dmm/dmm.py	2	3	56
pyro/poutine/seed_messenger.py	examples/hmm.py	2	3	45
pyro/poutine/seed_messenger.py	examples/rsa/search_inference.py	2	3	9
pyro/poutine/seed_messenger.py	examples/rsa/semantic_parsing.py	2	3	20
pyro/poutine/seed_messenger.py	examples/sparse_gamma_def.py	2	3	28
pyro/poutine/seed_messenger.py	examples/vae/ss_vae_M2.py	2	3	34
pyro/poutine/seed_messenger.py	examples/vae/utils/custom_mlp.py	2	3	6
pyro/poutine/seed_messenger.py	examples/vae/utils/mnist_cached.py	2	3	9
pyro/poutine/seed_messenger.py	examples/vae/vae.py	2	3	29
pyro/poutine/seed_messenger.py	examples/vae/vae_comparison.py	2	3	29
pyro/poutine/seed_messenger.py	profiler/profiling_utils.py	2	3	5
pyro/poutine/seed_messenger.py	pyro/contrib/autoname/named.py	2	3	5
pyro/poutine/seed_messenger.py	pyro/contrib/autoname/scoping.py	2	3	6
pyro/poutine/seed_messenger.py	pyro/contrib/conjugate/infer.py	2	3	4
pyro/poutine/seed_messenger.py	pyro/contrib/gp/kernels/brownian.py	2	3	12
pyro/poutine/seed_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	2	3	9
pyro/poutine/seed_messenger.py	pyro/contrib/gp/kernels/dot_product.py	2	3	13
pyro/poutine/seed_messenger.py	pyro/contrib/gp/kernels/isotropic.py	2	3	14
pyro/poutine/seed_messenger.py	pyro/contrib/gp/kernels/kernel.py	2	3	22
pyro/poutine/seed_messenger.py	pyro/contrib/gp/kernels/periodic.py	2	3	12
pyro/poutine/seed_messenger.py	pyro/contrib/gp/kernels/static.py	2	3	13
pyro/poutine/seed_messenger.py	pyro/contrib/gp/likelihoods/binary.py	2	3	17
pyro/poutine/seed_messenger.py	pyro/contrib/gp/likelihoods/gaussian.py	2	3	18
pyro/poutine/seed_messenger.py	pyro/contrib/gp/likelihoods/likelihood.py	2	3	12
pyro/poutine/seed_messenger.py	pyro/contrib/gp/likelihoods/multi_class.py	2	3	15
pyro/poutine/seed_messenger.py	pyro/contrib/gp/likelihoods/poisson.py	2	3	11
pyro/poutine/seed_messenger.py	pyro/contrib/gp/models/gplvm.py	2	3	12
pyro/poutine/seed_messenger.py	pyro/contrib/gp/models/gpr.py	2	3	27
pyro/poutine/seed_messenger.py	pyro/contrib/gp/models/model.py	2	3	24
pyro/poutine/seed_messenger.py	pyro/contrib/gp/models/sgpr.py	2	3	32
pyro/poutine/seed_messenger.py	pyro/contrib/gp/models/vgp.py	2	3	21
pyro/poutine/seed_messenger.py	pyro/contrib/gp/models/vsgp.py	2	3	11
pyro/poutine/seed_messenger.py	pyro/contrib/gp/parameterized.py	2	3	8
pyro/poutine/seed_messenger.py	pyro/contrib/minipyro.py	2	3	17
pyro/poutine/seed_messenger.py	pyro/contrib/oed/eig.py	2	3	17
pyro/poutine/seed_messenger.py	pyro/contrib/oed/glmm/guides.py	2	3	3
pyro/poutine/seed_messenger.py	pyro/contrib/oed/search.py	2	3	4
pyro/poutine/seed_messenger.py	pyro/contrib/tracking/assignment.py	2	3	9
pyro/poutine/seed_messenger.py	pyro/contrib/tracking/distributions.py	2	3	6
pyro/poutine/seed_messenger.py	pyro/contrib/tracking/dynamic_models.py	2	3	7
pyro/poutine/seed_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	3	8
pyro/poutine/seed_messenger.py	pyro/contrib/tracking/hashing.py	2	3	8
pyro/poutine/seed_messenger.py	pyro/contrib/tracking/measurements.py	2	3	5
pyro/poutine/seed_messenger.py	pyro/distributions/avf_mvn.py	2	3	6
pyro/poutine/seed_messenger.py	pyro/distributions/conditional.py	2	3	5
pyro/poutine/seed_messenger.py	pyro/distributions/conjugate.py	2	3	13
pyro/poutine/seed_messenger.py	pyro/distributions/delta.py	2	3	44
pyro/poutine/seed_messenger.py	pyro/distributions/diag_normal_mixture.py	2	3	8
pyro/poutine/seed_messenger.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	3	9
pyro/poutine/seed_messenger.py	pyro/distributions/empirical.py	2	3	13
pyro/poutine/seed_messenger.py	pyro/distributions/gaussian_scale_mixture.py	2	3	9
pyro/poutine/seed_messenger.py	pyro/distributions/hmm.py	2	3	30
pyro/poutine/seed_messenger.py	pyro/distributions/inverse_gamma.py	2	3	6
pyro/poutine/seed_messenger.py	pyro/distributions/lkj.py	2	3	10
pyro/poutine/seed_messenger.py	pyro/distributions/mixture.py	2	3	8
pyro/poutine/seed_messenger.py	pyro/distributions/multivariate_studentt.py	2	3	5
pyro/poutine/seed_messenger.py	pyro/distributions/omt_mvn.py	2	3	18
pyro/poutine/seed_messenger.py	pyro/distributions/relaxed_straight_through.py	2	3	8
pyro/poutine/seed_messenger.py	pyro/distributions/spanning_tree.py	2	3	7
pyro/poutine/seed_messenger.py	pyro/distributions/testing/naive_dirichlet.py	2	3	7
pyro/poutine/seed_messenger.py	pyro/distributions/testing/rejection_exponential.py	2	3	9
pyro/poutine/seed_messenger.py	pyro/distributions/testing/rejection_gamma.py	2	3	19
pyro/poutine/seed_messenger.py	pyro/distributions/torch.py	2	3	40
pyro/poutine/seed_messenger.py	pyro/distributions/torch_distribution.py	2	3	39
pyro/poutine/seed_messenger.py	pyro/distributions/torch_transform.py	2	3	7
pyro/poutine/seed_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	3	11
pyro/poutine/seed_messenger.py	pyro/distributions/transforms/affine_coupling.py	2	3	13
pyro/poutine/seed_messenger.py	pyro/distributions/transforms/batchnorm.py	2	3	7
pyro/poutine/seed_messenger.py	pyro/distributions/transforms/block_autoregressive.py	2	3	12
pyro/poutine/seed_messenger.py	pyro/distributions/transforms/householder.py	2	3	11
pyro/poutine/seed_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	3	5
pyro/poutine/seed_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	3	10
pyro/poutine/seed_messenger.py	pyro/distributions/transforms/permute.py	2	3	13
pyro/poutine/seed_messenger.py	pyro/distributions/transforms/planar.py	2	3	16
pyro/poutine/seed_messenger.py	pyro/distributions/transforms/polynomial.py	2	3	9
pyro/poutine/seed_messenger.py	pyro/distributions/transforms/radial.py	2	3	15
pyro/poutine/seed_messenger.py	pyro/distributions/transforms/sylvester.py	2	3	12
pyro/poutine/seed_messenger.py	pyro/distributions/unit.py	2	3	3
pyro/poutine/seed_messenger.py	pyro/distributions/util.py	2	3	62
pyro/poutine/seed_messenger.py	pyro/distributions/von_mises_3d.py	2	3	4
pyro/poutine/seed_messenger.py	pyro/distributions/zero_inflated.py	2	3	8
pyro/poutine/seed_messenger.py	pyro/infer/abstract_infer.py	2	3	64
pyro/poutine/seed_messenger.py	pyro/infer/autoguide/initialization.py	2	3	7
pyro/poutine/seed_messenger.py	pyro/infer/csis.py	2	3	5
pyro/poutine/seed_messenger.py	pyro/infer/discrete.py	2	3	11
pyro/poutine/seed_messenger.py	pyro/infer/importance.py	2	3	33
pyro/poutine/seed_messenger.py	pyro/infer/mcmc/adaptation.py	2	3	11
pyro/poutine/seed_messenger.py	pyro/infer/mcmc/api.py	2	3	24
pyro/poutine/seed_messenger.py	pyro/infer/mcmc/hmc.py	2	3	77
pyro/poutine/seed_messenger.py	pyro/infer/mcmc/logger.py	2	3	12
pyro/poutine/seed_messenger.py	pyro/infer/mcmc/nuts.py	2	3	59
pyro/poutine/seed_messenger.py	pyro/infer/mcmc/util.py	2	3	35
pyro/poutine/seed_messenger.py	pyro/infer/renyi_elbo.py	2	3	14
pyro/poutine/seed_messenger.py	pyro/infer/rws.py	2	3	4
pyro/poutine/seed_messenger.py	pyro/infer/svgd.py	2	3	7
pyro/poutine/seed_messenger.py	pyro/infer/svi.py	2	3	28
pyro/poutine/seed_messenger.py	pyro/infer/trace_mean_field_elbo.py	2	3	10
pyro/poutine/seed_messenger.py	pyro/infer/trace_mmd.py	2	3	6
pyro/poutine/seed_messenger.py	pyro/infer/traceenum_elbo.py	2	3	64
pyro/poutine/seed_messenger.py	pyro/infer/util.py	2	3	49
pyro/poutine/seed_messenger.py	pyro/nn/auto_reg_nn.py	2	3	25
pyro/poutine/seed_messenger.py	pyro/nn/dense_nn.py	2	3	6
pyro/poutine/seed_messenger.py	pyro/ops/contract.py	2	3	21
pyro/poutine/seed_messenger.py	pyro/ops/dual_averaging.py	2	3	7
pyro/poutine/seed_messenger.py	pyro/ops/einsum/util.py	2	3	4
pyro/poutine/seed_messenger.py	pyro/ops/indexing.py	2	3	6
pyro/poutine/seed_messenger.py	pyro/ops/jit.py	2	3	9
pyro/poutine/seed_messenger.py	pyro/ops/rings.py	2	3	10
pyro/poutine/seed_messenger.py	pyro/ops/welford.py	2	3	6
pyro/poutine/seed_messenger.py	pyro/optim/adagrad_rmsprop.py	2	3	6
pyro/poutine/seed_messenger.py	pyro/optim/clipped_adam.py	2	3	10
pyro/poutine/seed_messenger.py	pyro/optim/lr_scheduler.py	2	3	10
pyro/poutine/seed_messenger.py	pyro/optim/multi.py	2	3	7
pyro/poutine/seed_messenger.py	pyro/optim/optim.py	2	3	24
pyro/poutine/seed_messenger.py	pyro/params/param_store.py	2	3	38
pyro/poutine/seed_messenger.py	pyro/poutine/condition_messenger.py	2	3	7
pyro/poutine/seed_messenger.py	pyro/poutine/do_messenger.py	2	3	3
pyro/poutine/seed_messenger.py	pyro/poutine/enum_messenger.py	2	3	4
pyro/poutine/seed_messenger.py	pyro/poutine/escape_messenger.py	2	3	6
pyro/poutine/seed_messenger.py	pyro/poutine/indep_messenger.py	2	3	11
pyro/poutine/seed_messenger.py	pyro/poutine/infer_config_messenger.py	2	3	5
pyro/poutine/seed_messenger.py	pyro/poutine/lift_messenger.py	2	3	9
pyro/poutine/seed_messenger.py	pyro/poutine/markov_messenger.py	2	3	7
pyro/poutine/seed_messenger.py	pyro/poutine/mask_messenger.py	2	3	7
pyro/poutine/seed_messenger.py	pyro/poutine/messenger.py	2	3	14
pyro/poutine/seed_messenger.py	pyro/poutine/plate_messenger.py	2	3	5
pyro/poutine/seed_messenger.py	pyro/poutine/reentrant_messenger.py	2	3	4
pyro/poutine/seed_messenger.py	pyro/poutine/replay_messenger.py	2	3	6
pyro/poutine/seed_messenger.py	pyro/poutine/runtime.py	2	3	16
pyro/poutine/seed_messenger.py	pyro/poutine/scale_messenger.py	2	3	6
pyro/poutine/seed_messenger.py	pyro/poutine/handlers.py	2	3	30
pyro/poutine/subsample_messenger.py	pyro/contrib/forecast/forecaster.py	2	13	14
pyro/poutine/subsample_messenger.py	pyro/infer/autoguide/guides.py	2	13	18
pyro/poutine/subsample_messenger.py	examples/air/modules.py	2	13	6
pyro/poutine/subsample_messenger.py	examples/rsa/semantic_parsing.py	2	13	20
pyro/poutine/subsample_messenger.py	examples/vae/utils/custom_mlp.py	2	13	6
pyro/poutine/subsample_messenger.py	pyro/contrib/autoname/scoping.py	2	13	6
pyro/poutine/subsample_messenger.py	pyro/contrib/conjugate/infer.py	2	13	4
pyro/poutine/subsample_messenger.py	pyro/contrib/oed/glmm/guides.py	2	13	3
pyro/poutine/subsample_messenger.py	pyro/contrib/oed/search.py	2	13	4
pyro/poutine/subsample_messenger.py	pyro/contrib/tracking/dynamic_models.py	2	13	7
pyro/poutine/subsample_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	13	8
pyro/poutine/subsample_messenger.py	pyro/contrib/tracking/measurements.py	2	13	5
pyro/poutine/subsample_messenger.py	pyro/distributions/conditional.py	2	13	5
pyro/poutine/subsample_messenger.py	pyro/distributions/multivariate_studentt.py	2	13	5
pyro/poutine/subsample_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	13	11
pyro/poutine/subsample_messenger.py	pyro/distributions/transforms/batchnorm.py	2	13	7
pyro/poutine/subsample_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	13	5
pyro/poutine/subsample_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	13	10
pyro/poutine/subsample_messenger.py	pyro/distributions/unit.py	2	13	3
pyro/poutine/subsample_messenger.py	pyro/distributions/zero_inflated.py	2	13	8
pyro/poutine/subsample_messenger.py	pyro/infer/autoguide/initialization.py	2	13	7
pyro/poutine/subsample_messenger.py	pyro/infer/mcmc/adaptation.py	2	13	11
pyro/poutine/subsample_messenger.py	pyro/infer/mcmc/logger.py	2	13	12
pyro/poutine/subsample_messenger.py	pyro/infer/rws.py	2	13	4
pyro/poutine/subsample_messenger.py	pyro/infer/svgd.py	2	13	7
pyro/poutine/subsample_messenger.py	pyro/ops/welford.py	2	13	6
pyro/poutine/subsample_messenger.py	pyro/poutine/do_messenger.py	2	13	3
pyro/poutine/subsample_messenger.py	pyro/poutine/enum_messenger.py	2	13	4
pyro/poutine/subsample_messenger.py	pyro/poutine/seed_messenger.py	2	13	3
pyro/poutine/subsample_messenger.py	examples/air/main.py	2	13	37
pyro/poutine/subsample_messenger.py	examples/capture_recapture/cjs.py	2	13	9
pyro/poutine/subsample_messenger.py	examples/contrib/autoname/mixture.py	2	13	22
pyro/poutine/subsample_messenger.py	examples/contrib/autoname/tree_data.py	2	13	21
pyro/poutine/subsample_messenger.py	examples/eight_schools/data.py	2	13	3
pyro/poutine/subsample_messenger.py	examples/eight_schools/svi.py	2	13	22
pyro/poutine/subsample_messenger.py	examples/einsum.py	2	13	3
pyro/poutine/subsample_messenger.py	examples/inclined_plane.py	2	13	35
pyro/poutine/subsample_messenger.py	examples/lkj.py	2	13	20
pyro/poutine/subsample_messenger.py	examples/minipyro.py	2	13	26
pyro/poutine/subsample_messenger.py	examples/mixed_hmm/experiment.py	2	13	3
pyro/poutine/subsample_messenger.py	examples/mixed_hmm/model.py	2	13	4
pyro/poutine/subsample_messenger.py	examples/mixed_hmm/seal_data.py	2	13	5
pyro/poutine/subsample_messenger.py	examples/rsa/schelling.py	2	13	19
pyro/poutine/subsample_messenger.py	examples/rsa/schelling_false.py	2	13	19
pyro/poutine/subsample_messenger.py	profiler/distributions.py	2	13	11
pyro/poutine/subsample_messenger.py	pyro/contrib/__init__.py	2	13	17
pyro/poutine/subsample_messenger.py	pyro/contrib/autoname/__init__.py	2	13	5
pyro/poutine/subsample_messenger.py	pyro/contrib/bnn/__init__.py	2	13	3
pyro/poutine/subsample_messenger.py	pyro/contrib/bnn/hidden_layer.py	2	13	3
pyro/poutine/subsample_messenger.py	pyro/contrib/bnn/utils.py	2	13	3
pyro/poutine/subsample_messenger.py	pyro/contrib/easyguide/__init__.py	2	13	3
pyro/poutine/subsample_messenger.py	pyro/contrib/easyguide/easyguide.py	2	13	9
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/__init__.py	2	13	14
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/kernels/__init__.py	2	13	12
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	2	13	8
pyro/poutine/subsample_messenger.py	pyro/contrib/gp/models/__init__.py	2	13	11
pyro/poutine/subsample_messenger.py	pyro/contrib/oed/util.py	2	13	8
pyro/poutine/subsample_messenger.py	pyro/contrib/tracking/__init__.py	2	13	3
pyro/poutine/subsample_messenger.py	pyro/contrib/util.py	2	13	6
pyro/poutine/subsample_messenger.py	pyro/distributions/distribution.py	2	13	44
pyro/poutine/subsample_messenger.py	pyro/distributions/rejector.py	2	13	10
pyro/poutine/subsample_messenger.py	pyro/distributions/score_parts.py	2	13	7
pyro/poutine/subsample_messenger.py	pyro/distributions/testing/fakes.py	2	13	7
pyro/poutine/subsample_messenger.py	pyro/distributions/transforms/utils.py	2	13	3
pyro/poutine/subsample_messenger.py	pyro/generic.py	2	13	7
pyro/poutine/subsample_messenger.py	pyro/infer/__init__.py	2	13	44
pyro/poutine/subsample_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	2	13	5
pyro/poutine/subsample_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	2	13	5
pyro/poutine/subsample_messenger.py	pyro/logger.py	2	13	3
pyro/poutine/subsample_messenger.py	pyro/nn/__init__.py	2	13	16
pyro/poutine/subsample_messenger.py	pyro/ops/einsum/adjoint.py	2	13	7
pyro/poutine/subsample_messenger.py	pyro/ops/einsum/torch_log.py	2	13	11
pyro/poutine/subsample_messenger.py	pyro/ops/einsum/torch_map.py	2	13	5
pyro/poutine/subsample_messenger.py	pyro/ops/einsum/torch_marginal.py	2	13	5
pyro/poutine/subsample_messenger.py	pyro/ops/einsum/torch_sample.py	2	13	5
pyro/poutine/subsample_messenger.py	pyro/ops/integrator.py	2	13	16
pyro/poutine/subsample_messenger.py	pyro/ops/linalg.py	2	13	5
pyro/poutine/subsample_messenger.py	pyro/ops/newton.py	2	13	9
pyro/poutine/subsample_messenger.py	pyro/ops/packed.py	2	13	10
pyro/poutine/subsample_messenger.py	pyro/ops/stats.py	2	13	17
pyro/poutine/subsample_messenger.py	pyro/optim/__init__.py	2	13	17
pyro/poutine/subsample_messenger.py	pyro/params/__init__.py	2	13	12
pyro/poutine/trace_messenger.py	pyro/infer/reparam/__init__.py	2	15	10
pyro/poutine/trace_messenger.py	pyro/poutine/reparam_messenger.py	2	15	4
pyro/poutine/trace_messenger.py	examples/air/modules.py	2	15	6
pyro/poutine/trace_messenger.py	examples/dmm/dmm.py	2	15	56
pyro/poutine/trace_messenger.py	examples/rsa/semantic_parsing.py	2	15	20
pyro/poutine/trace_messenger.py	examples/vae/vae.py	2	15	29
pyro/poutine/trace_messenger.py	pyro/contrib/conjugate/infer.py	2	15	4
pyro/poutine/trace_messenger.py	pyro/contrib/oed/glmm/guides.py	2	15	3
pyro/poutine/trace_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	15	8
pyro/poutine/trace_messenger.py	pyro/distributions/conditional.py	2	15	5
pyro/poutine/trace_messenger.py	pyro/distributions/multivariate_studentt.py	2	15	5
pyro/poutine/trace_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	15	11
pyro/poutine/trace_messenger.py	pyro/distributions/transforms/batchnorm.py	2	15	7
pyro/poutine/trace_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	15	5
pyro/poutine/trace_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	15	10
pyro/poutine/trace_messenger.py	pyro/distributions/unit.py	2	15	3
pyro/poutine/trace_messenger.py	pyro/distributions/zero_inflated.py	2	15	8
pyro/poutine/trace_messenger.py	pyro/infer/autoguide/initialization.py	2	15	7
pyro/poutine/trace_messenger.py	pyro/infer/mcmc/adaptation.py	2	15	11
pyro/poutine/trace_messenger.py	pyro/infer/mcmc/logger.py	2	15	12
pyro/poutine/trace_messenger.py	pyro/infer/mcmc/util.py	2	15	35
pyro/poutine/trace_messenger.py	pyro/infer/rws.py	2	15	4
pyro/poutine/trace_messenger.py	pyro/infer/svgd.py	2	15	7
pyro/poutine/trace_messenger.py	pyro/ops/welford.py	2	15	6
pyro/poutine/trace_messenger.py	pyro/poutine/do_messenger.py	2	15	3
pyro/poutine/trace_messenger.py	pyro/poutine/seed_messenger.py	2	15	3
pyro/poutine/trace_messenger.py	examples/capture_recapture/cjs.py	2	15	9
pyro/poutine/trace_messenger.py	examples/contrib/autoname/mixture.py	2	15	22
pyro/poutine/trace_messenger.py	examples/contrib/autoname/tree_data.py	2	15	21
pyro/poutine/trace_messenger.py	examples/eight_schools/data.py	2	15	3
pyro/poutine/trace_messenger.py	examples/eight_schools/mcmc.py	2	15	29
pyro/poutine/trace_messenger.py	examples/eight_schools/svi.py	2	15	22
pyro/poutine/trace_messenger.py	examples/einsum.py	2	15	3
pyro/poutine/trace_messenger.py	examples/lda.py	2	15	25
pyro/poutine/trace_messenger.py	examples/lkj.py	2	15	20
pyro/poutine/trace_messenger.py	examples/minipyro.py	2	15	26
pyro/poutine/trace_messenger.py	examples/mixed_hmm/experiment.py	2	15	3
pyro/poutine/trace_messenger.py	examples/mixed_hmm/model.py	2	15	4
pyro/poutine/trace_messenger.py	examples/rsa/schelling.py	2	15	19
pyro/poutine/trace_messenger.py	examples/rsa/schelling_false.py	2	15	19
pyro/poutine/trace_messenger.py	pyro/contrib/bnn/__init__.py	2	15	3
pyro/poutine/trace_messenger.py	pyro/contrib/bnn/hidden_layer.py	2	15	3
pyro/poutine/trace_messenger.py	pyro/contrib/bnn/utils.py	2	15	3
pyro/poutine/trace_messenger.py	pyro/contrib/easyguide/__init__.py	2	15	3
pyro/poutine/trace_messenger.py	pyro/contrib/examples/util.py	2	15	9
pyro/poutine/trace_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	2	15	8
pyro/poutine/trace_messenger.py	pyro/contrib/gp/util.py	2	15	19
pyro/poutine/trace_messenger.py	pyro/contrib/oed/util.py	2	15	8
pyro/poutine/trace_messenger.py	pyro/contrib/tracking/__init__.py	2	15	3
pyro/poutine/trace_messenger.py	pyro/contrib/util.py	2	15	6
pyro/poutine/trace_messenger.py	pyro/distributions/rejector.py	2	15	10
pyro/poutine/trace_messenger.py	pyro/distributions/score_parts.py	2	15	7
pyro/poutine/trace_messenger.py	pyro/distributions/testing/fakes.py	2	15	7
pyro/poutine/trace_messenger.py	pyro/distributions/torch_patch.py	2	15	27
pyro/poutine/trace_messenger.py	pyro/distributions/transforms/utils.py	2	15	3
pyro/poutine/trace_messenger.py	pyro/generic.py	2	15	7
pyro/poutine/trace_messenger.py	pyro/infer/__init__.py	2	15	44
pyro/poutine/trace_messenger.py	pyro/infer/trace_elbo.py	2	15	59
pyro/poutine/trace_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	2	15	5
pyro/poutine/trace_messenger.py	pyro/infer/tracegraph_elbo.py	2	15	70
pyro/poutine/trace_messenger.py	pyro/infer/tracetmc_elbo.py	2	15	5
pyro/poutine/trace_messenger.py	pyro/logger.py	2	15	3
pyro/poutine/trace_messenger.py	pyro/nn/__init__.py	2	15	16
pyro/poutine/trace_messenger.py	pyro/ops/einsum/__init__.py	2	15	13
pyro/poutine/trace_messenger.py	pyro/ops/einsum/torch_log.py	2	15	11
pyro/poutine/trace_messenger.py	pyro/ops/einsum/torch_marginal.py	2	15	5
pyro/poutine/trace_messenger.py	pyro/ops/integrator.py	2	15	16
pyro/poutine/trace_messenger.py	pyro/ops/linalg.py	2	15	5
pyro/poutine/trace_messenger.py	pyro/ops/newton.py	2	15	9
pyro/poutine/trace_messenger.py	pyro/ops/packed.py	2	15	10
pyro/poutine/trace_messenger.py	pyro/ops/stats.py	2	15	17
pyro/poutine/trace_messenger.py	pyro/params/__init__.py	2	15	12
pyro/poutine/trace_struct.py	examples/sparse_regression.py	2	22	18
pyro/poutine/trace_struct.py	examples/air/modules.py	2	22	6
pyro/poutine/trace_struct.py	examples/rsa/semantic_parsing.py	2	22	20
pyro/poutine/trace_struct.py	examples/vae/utils/custom_mlp.py	2	22	6
pyro/poutine/trace_struct.py	pyro/contrib/conjugate/infer.py	2	22	4
pyro/poutine/trace_struct.py	pyro/contrib/oed/glmm/guides.py	2	22	3
pyro/poutine/trace_struct.py	pyro/contrib/tracking/extended_kalman_filter.py	2	22	8
pyro/poutine/trace_struct.py	pyro/distributions/conditional.py	2	22	5
pyro/poutine/trace_struct.py	pyro/distributions/multivariate_studentt.py	2	22	5
pyro/poutine/trace_struct.py	pyro/distributions/transforms/affine_autoregressive.py	2	22	11
pyro/poutine/trace_struct.py	pyro/distributions/transforms/batchnorm.py	2	22	7
pyro/poutine/trace_struct.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	22	5
pyro/poutine/trace_struct.py	pyro/distributions/transforms/neural_autoregressive.py	2	22	10
pyro/poutine/trace_struct.py	pyro/distributions/unit.py	2	22	3
pyro/poutine/trace_struct.py	pyro/distributions/zero_inflated.py	2	22	8
pyro/poutine/trace_struct.py	pyro/infer/autoguide/initialization.py	2	22	7
pyro/poutine/trace_struct.py	pyro/infer/mcmc/adaptation.py	2	22	11
pyro/poutine/trace_struct.py	pyro/infer/mcmc/logger.py	2	22	12
pyro/poutine/trace_struct.py	pyro/infer/svgd.py	2	22	7
pyro/poutine/trace_struct.py	pyro/ops/welford.py	2	22	6
pyro/poutine/trace_struct.py	pyro/poutine/do_messenger.py	2	22	3
pyro/poutine/trace_struct.py	pyro/poutine/enum_messenger.py	2	22	4
pyro/poutine/trace_struct.py	pyro/poutine/seed_messenger.py	2	22	3
pyro/poutine/trace_struct.py	examples/air/main.py	2	22	37
pyro/poutine/trace_struct.py	examples/contrib/autoname/mixture.py	2	22	22
pyro/poutine/trace_struct.py	examples/contrib/autoname/tree_data.py	2	22	21
pyro/poutine/trace_struct.py	examples/dmm/polyphonic_data_loader.py	2	22	16
pyro/poutine/trace_struct.py	examples/eight_schools/data.py	2	22	3
pyro/poutine/trace_struct.py	examples/eight_schools/mcmc.py	2	22	29
pyro/poutine/trace_struct.py	examples/eight_schools/svi.py	2	22	22
pyro/poutine/trace_struct.py	examples/einsum.py	2	22	3
pyro/poutine/trace_struct.py	examples/inclined_plane.py	2	22	35
pyro/poutine/trace_struct.py	examples/lkj.py	2	22	20
pyro/poutine/trace_struct.py	examples/minipyro.py	2	22	26
pyro/poutine/trace_struct.py	examples/mixed_hmm/experiment.py	2	22	3
pyro/poutine/trace_struct.py	examples/mixed_hmm/model.py	2	22	4
pyro/poutine/trace_struct.py	examples/rsa/schelling.py	2	22	19
pyro/poutine/trace_struct.py	examples/rsa/schelling_false.py	2	22	19
pyro/poutine/trace_struct.py	profiler/distributions.py	2	22	11
pyro/poutine/trace_struct.py	pyro/contrib/__init__.py	2	22	17
pyro/poutine/trace_struct.py	pyro/contrib/bnn/__init__.py	2	22	3
pyro/poutine/trace_struct.py	pyro/contrib/bnn/hidden_layer.py	2	22	3
pyro/poutine/trace_struct.py	pyro/contrib/bnn/utils.py	2	22	3
pyro/poutine/trace_struct.py	pyro/contrib/easyguide/__init__.py	2	22	3
pyro/poutine/trace_struct.py	pyro/contrib/examples/util.py	2	22	9
pyro/poutine/trace_struct.py	pyro/contrib/gp/__init__.py	2	22	14
pyro/poutine/trace_struct.py	pyro/contrib/gp/kernels/__init__.py	2	22	12
pyro/poutine/trace_struct.py	pyro/contrib/gp/likelihoods/__init__.py	2	22	8
pyro/poutine/trace_struct.py	pyro/contrib/gp/models/__init__.py	2	22	11
pyro/poutine/trace_struct.py	pyro/contrib/gp/util.py	2	22	19
pyro/poutine/trace_struct.py	pyro/contrib/oed/util.py	2	22	8
pyro/poutine/trace_struct.py	pyro/contrib/tracking/__init__.py	2	22	3
pyro/poutine/trace_struct.py	pyro/contrib/util.py	2	22	6
pyro/poutine/trace_struct.py	pyro/distributions/__init__.py	2	22	114
pyro/poutine/trace_struct.py	pyro/distributions/rejector.py	2	22	10
pyro/poutine/trace_struct.py	pyro/distributions/testing/fakes.py	2	22	7
pyro/poutine/trace_struct.py	pyro/distributions/torch_patch.py	2	22	27
pyro/poutine/trace_struct.py	pyro/distributions/transforms/utils.py	2	22	3
pyro/poutine/trace_struct.py	pyro/generic.py	2	22	7
pyro/poutine/trace_struct.py	pyro/infer/trace_tail_adaptive_elbo.py	2	22	5
pyro/poutine/trace_struct.py	pyro/logger.py	2	22	3
pyro/poutine/trace_struct.py	pyro/nn/__init__.py	2	22	16
pyro/poutine/trace_struct.py	pyro/ops/einsum/__init__.py	2	22	13
pyro/poutine/trace_struct.py	pyro/ops/einsum/torch_log.py	2	22	11
pyro/poutine/trace_struct.py	pyro/ops/einsum/torch_marginal.py	2	22	5
pyro/poutine/trace_struct.py	pyro/ops/integrator.py	2	22	16
pyro/poutine/trace_struct.py	pyro/ops/linalg.py	2	22	5
pyro/poutine/trace_struct.py	pyro/ops/stats.py	2	22	17
pyro/poutine/trace_struct.py	pyro/optim/__init__.py	2	22	17
pyro/poutine/trace_struct.py	pyro/params/__init__.py	2	22	12
pyro/poutine/uncondition_messenger.py	examples/air/air.py	2	5	36
pyro/poutine/uncondition_messenger.py	examples/air/modules.py	2	5	6
pyro/poutine/uncondition_messenger.py	examples/dmm/dmm.py	2	5	56
pyro/poutine/uncondition_messenger.py	examples/rsa/semantic_parsing.py	2	5	20
pyro/poutine/uncondition_messenger.py	examples/vae/ss_vae_M2.py	2	5	34
pyro/poutine/uncondition_messenger.py	examples/vae/utils/custom_mlp.py	2	5	6
pyro/poutine/uncondition_messenger.py	examples/vae/utils/mnist_cached.py	2	5	9
pyro/poutine/uncondition_messenger.py	examples/vae/vae.py	2	5	29
pyro/poutine/uncondition_messenger.py	examples/vae/vae_comparison.py	2	5	29
pyro/poutine/uncondition_messenger.py	pyro/contrib/autoname/scoping.py	2	5	6
pyro/poutine/uncondition_messenger.py	pyro/contrib/conjugate/infer.py	2	5	4
pyro/poutine/uncondition_messenger.py	pyro/contrib/oed/glmm/guides.py	2	5	3
pyro/poutine/uncondition_messenger.py	pyro/contrib/oed/search.py	2	5	4
pyro/poutine/uncondition_messenger.py	pyro/contrib/tracking/dynamic_models.py	2	5	7
pyro/poutine/uncondition_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	2	5	8
pyro/poutine/uncondition_messenger.py	pyro/contrib/tracking/measurements.py	2	5	5
pyro/poutine/uncondition_messenger.py	pyro/distributions/conditional.py	2	5	5
pyro/poutine/uncondition_messenger.py	pyro/distributions/multivariate_studentt.py	2	5	5
pyro/poutine/uncondition_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	2	5	11
pyro/poutine/uncondition_messenger.py	pyro/distributions/transforms/batchnorm.py	2	5	7
pyro/poutine/uncondition_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	5	5
pyro/poutine/uncondition_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	2	5	10
pyro/poutine/uncondition_messenger.py	pyro/distributions/unit.py	2	5	3
pyro/poutine/uncondition_messenger.py	pyro/distributions/zero_inflated.py	2	5	8
pyro/poutine/uncondition_messenger.py	pyro/infer/autoguide/initialization.py	2	5	7
pyro/poutine/uncondition_messenger.py	pyro/infer/mcmc/adaptation.py	2	5	11
pyro/poutine/uncondition_messenger.py	pyro/infer/mcmc/logger.py	2	5	12
pyro/poutine/uncondition_messenger.py	pyro/infer/mcmc/util.py	2	5	35
pyro/poutine/uncondition_messenger.py	pyro/infer/rws.py	2	5	4
pyro/poutine/uncondition_messenger.py	pyro/infer/svgd.py	2	5	7
pyro/poutine/uncondition_messenger.py	pyro/ops/welford.py	2	5	6
pyro/poutine/uncondition_messenger.py	pyro/poutine/do_messenger.py	2	5	3
pyro/poutine/uncondition_messenger.py	pyro/poutine/enum_messenger.py	2	5	4
pyro/poutine/uncondition_messenger.py	pyro/poutine/runtime.py	2	5	16
pyro/poutine/uncondition_messenger.py	pyro/poutine/seed_messenger.py	2	5	3
pyro/poutine/uncondition_messenger.py	examples/air/main.py	2	5	37
pyro/poutine/uncondition_messenger.py	examples/baseball.py	2	5	46
pyro/poutine/uncondition_messenger.py	examples/capture_recapture/cjs.py	2	5	9
pyro/poutine/uncondition_messenger.py	examples/contrib/autoname/mixture.py	2	5	22
pyro/poutine/uncondition_messenger.py	examples/contrib/autoname/scoping_mixture.py	2	5	22
pyro/poutine/uncondition_messenger.py	examples/contrib/autoname/tree_data.py	2	5	21
pyro/poutine/uncondition_messenger.py	examples/eight_schools/data.py	2	5	3
pyro/poutine/uncondition_messenger.py	examples/eight_schools/mcmc.py	2	5	29
pyro/poutine/uncondition_messenger.py	examples/eight_schools/svi.py	2	5	22
pyro/poutine/uncondition_messenger.py	examples/einsum.py	2	5	3
pyro/poutine/uncondition_messenger.py	examples/inclined_plane.py	2	5	35
pyro/poutine/uncondition_messenger.py	examples/lda.py	2	5	25
pyro/poutine/uncondition_messenger.py	examples/lkj.py	2	5	20
pyro/poutine/uncondition_messenger.py	examples/minipyro.py	2	5	26
pyro/poutine/uncondition_messenger.py	examples/mixed_hmm/experiment.py	2	5	3
pyro/poutine/uncondition_messenger.py	examples/mixed_hmm/model.py	2	5	4
pyro/poutine/uncondition_messenger.py	examples/mixed_hmm/seal_data.py	2	5	5
pyro/poutine/uncondition_messenger.py	examples/rsa/schelling.py	2	5	19
pyro/poutine/uncondition_messenger.py	examples/rsa/schelling_false.py	2	5	19
pyro/poutine/uncondition_messenger.py	profiler/distributions.py	2	5	11
pyro/poutine/uncondition_messenger.py	pyro/__init__.py	2	5	176
pyro/poutine/uncondition_messenger.py	pyro/contrib/__init__.py	2	5	17
pyro/poutine/uncondition_messenger.py	pyro/contrib/autoname/__init__.py	2	5	5
pyro/poutine/uncondition_messenger.py	pyro/contrib/bnn/__init__.py	2	5	3
pyro/poutine/uncondition_messenger.py	pyro/contrib/bnn/hidden_layer.py	2	5	3
pyro/poutine/uncondition_messenger.py	pyro/contrib/bnn/utils.py	2	5	3
pyro/poutine/uncondition_messenger.py	pyro/contrib/easyguide/__init__.py	2	5	3
pyro/poutine/uncondition_messenger.py	pyro/contrib/easyguide/easyguide.py	2	5	9
pyro/poutine/uncondition_messenger.py	pyro/contrib/examples/util.py	2	5	9
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/__init__.py	2	5	14
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/kernels/__init__.py	2	5	12
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	2	5	8
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/models/__init__.py	2	5	11
pyro/poutine/uncondition_messenger.py	pyro/contrib/gp/util.py	2	5	19
pyro/poutine/uncondition_messenger.py	pyro/contrib/oed/util.py	2	5	8
pyro/poutine/uncondition_messenger.py	pyro/contrib/tracking/__init__.py	2	5	3
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pyro/poutine/uncondition_messenger.py	pyro/distributions/__init__.py	2	5	114
pyro/poutine/uncondition_messenger.py	pyro/distributions/distribution.py	2	5	44
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pyro/poutine/uncondition_messenger.py	pyro/distributions/score_parts.py	2	5	7
pyro/poutine/uncondition_messenger.py	pyro/distributions/stable.py	2	5	9
pyro/poutine/uncondition_messenger.py	pyro/distributions/testing/fakes.py	2	5	7
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pyro/poutine/uncondition_messenger.py	pyro/distributions/transforms/utils.py	2	5	3
pyro/poutine/uncondition_messenger.py	pyro/generic.py	2	5	7
pyro/poutine/uncondition_messenger.py	pyro/infer/elbo.py	2	5	27
pyro/poutine/uncondition_messenger.py	pyro/infer/energy_distance.py	2	5	3
pyro/poutine/uncondition_messenger.py	pyro/infer/enum.py	2	5	32
pyro/poutine/uncondition_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	2	5	5
pyro/poutine/uncondition_messenger.py	pyro/infer/trace_elbo.py	2	5	59
pyro/poutine/uncondition_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	2	5	5
pyro/poutine/uncondition_messenger.py	pyro/infer/tracegraph_elbo.py	2	5	70
pyro/poutine/uncondition_messenger.py	pyro/logger.py	2	5	3
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pyro/poutine/uncondition_messenger.py	pyro/ops/einsum/__init__.py	2	5	13
pyro/poutine/uncondition_messenger.py	pyro/ops/einsum/adjoint.py	2	5	7
pyro/poutine/uncondition_messenger.py	pyro/ops/einsum/torch_log.py	2	5	11
pyro/poutine/uncondition_messenger.py	pyro/ops/einsum/torch_map.py	2	5	5
pyro/poutine/uncondition_messenger.py	pyro/ops/einsum/torch_marginal.py	2	5	5
pyro/poutine/uncondition_messenger.py	pyro/ops/einsum/torch_sample.py	2	5	5
pyro/poutine/uncondition_messenger.py	pyro/ops/integrator.py	2	5	16
pyro/poutine/uncondition_messenger.py	pyro/ops/linalg.py	2	5	5
pyro/poutine/uncondition_messenger.py	pyro/ops/newton.py	2	5	9
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pyro/poutine/uncondition_messenger.py	pyro/ops/stats.py	2	5	17
pyro/poutine/uncondition_messenger.py	pyro/optim/__init__.py	2	5	17
pyro/poutine/uncondition_messenger.py	pyro/params/__init__.py	2	5	12
pyro/poutine/uncondition_messenger.py	pyro/poutine/broadcast_messenger.py	2	5	9
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pyro/poutine/util.py	examples/contrib/gp/sv-dkl.py	2	13	34
pyro/poutine/util.py	examples/dmm/dmm.py	2	13	56
pyro/poutine/util.py	examples/eight_schools/data.py	2	13	3
pyro/poutine/util.py	examples/eight_schools/mcmc.py	2	13	29
pyro/poutine/util.py	examples/eight_schools/svi.py	2	13	22
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pyro/poutine/util.py	examples/inclined_plane.py	2	13	35
pyro/poutine/util.py	examples/lkj.py	2	13	20
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pyro/poutine/util.py	examples/mixed_hmm/experiment.py	2	13	3
pyro/poutine/util.py	examples/mixed_hmm/model.py	2	13	4
pyro/poutine/util.py	examples/mixed_hmm/seal_data.py	2	13	5
pyro/poutine/util.py	examples/rsa/schelling.py	2	13	19
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pyro/poutine/util.py	examples/rsa/search_inference.py	2	13	9
pyro/poutine/util.py	examples/vae/ss_vae_M2.py	2	13	34
pyro/poutine/util.py	examples/vae/utils/mnist_cached.py	2	13	9
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pyro/poutine/util.py	pyro/contrib/__init__.py	2	13	17
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pyro/poutine/util.py	pyro/contrib/bnn/utils.py	2	13	3
pyro/poutine/util.py	pyro/contrib/easyguide/__init__.py	2	13	3
pyro/poutine/util.py	pyro/contrib/easyguide/easyguide.py	2	13	9
pyro/poutine/util.py	pyro/contrib/examples/util.py	2	13	9
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pyro/poutine/util.py	pyro/contrib/gp/kernels/__init__.py	2	13	12
pyro/poutine/util.py	pyro/contrib/gp/kernels/brownian.py	2	13	12
pyro/poutine/util.py	pyro/contrib/gp/kernels/coregionalize.py	2	13	9
pyro/poutine/util.py	pyro/contrib/gp/kernels/dot_product.py	2	13	13
pyro/poutine/util.py	pyro/contrib/gp/kernels/isotropic.py	2	13	14
pyro/poutine/util.py	pyro/contrib/gp/kernels/kernel.py	2	13	22
pyro/poutine/util.py	pyro/contrib/gp/kernels/periodic.py	2	13	12
pyro/poutine/util.py	pyro/contrib/gp/kernels/static.py	2	13	13
pyro/poutine/util.py	pyro/contrib/gp/likelihoods/__init__.py	2	13	8
pyro/poutine/util.py	pyro/contrib/gp/likelihoods/binary.py	2	13	17
pyro/poutine/util.py	pyro/contrib/gp/likelihoods/gaussian.py	2	13	18
pyro/poutine/util.py	pyro/contrib/gp/likelihoods/likelihood.py	2	13	12
pyro/poutine/util.py	pyro/contrib/gp/likelihoods/multi_class.py	2	13	15
pyro/poutine/util.py	pyro/contrib/gp/likelihoods/poisson.py	2	13	11
pyro/poutine/util.py	pyro/contrib/gp/models/__init__.py	2	13	11
pyro/poutine/util.py	pyro/contrib/gp/models/gplvm.py	2	13	12
pyro/poutine/util.py	pyro/contrib/gp/models/gpr.py	2	13	27
pyro/poutine/util.py	pyro/contrib/gp/models/model.py	2	13	24
pyro/poutine/util.py	pyro/contrib/gp/models/sgpr.py	2	13	32
pyro/poutine/util.py	pyro/contrib/gp/models/vgp.py	2	13	21
pyro/poutine/util.py	pyro/contrib/gp/models/vsgp.py	2	13	11
pyro/poutine/util.py	pyro/contrib/gp/parameterized.py	2	13	8
pyro/poutine/util.py	pyro/contrib/minipyro.py	2	13	17
pyro/poutine/util.py	pyro/contrib/oed/eig.py	2	13	17
pyro/poutine/util.py	pyro/contrib/oed/util.py	2	13	8
pyro/poutine/util.py	pyro/contrib/tracking/__init__.py	2	13	3
pyro/poutine/util.py	pyro/contrib/tracking/assignment.py	2	13	9
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pyro/poutine/util.py	pyro/contrib/tracking/hashing.py	2	13	8
pyro/poutine/util.py	pyro/contrib/util.py	2	13	6
pyro/poutine/util.py	pyro/distributions/avf_mvn.py	2	13	6
pyro/poutine/util.py	pyro/distributions/conjugate.py	2	13	13
pyro/poutine/util.py	pyro/distributions/diag_normal_mixture.py	2	13	8
pyro/poutine/util.py	pyro/distributions/diag_normal_mixture_shared_cov.py	2	13	9
pyro/poutine/util.py	pyro/distributions/empirical.py	2	13	13
pyro/poutine/util.py	pyro/distributions/gaussian_scale_mixture.py	2	13	9
pyro/poutine/util.py	pyro/distributions/hmm.py	2	13	30
pyro/poutine/util.py	pyro/distributions/inverse_gamma.py	2	13	6
pyro/poutine/util.py	pyro/distributions/lkj.py	2	13	10
pyro/poutine/util.py	pyro/distributions/omt_mvn.py	2	13	18
pyro/poutine/util.py	pyro/distributions/rejector.py	2	13	10
pyro/poutine/util.py	pyro/distributions/relaxed_straight_through.py	2	13	8
pyro/poutine/util.py	pyro/distributions/score_parts.py	2	13	7
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pyro/poutine/util.py	pyro/distributions/testing/rejection_exponential.py	2	13	9
pyro/poutine/util.py	pyro/distributions/testing/rejection_gamma.py	2	13	19
pyro/poutine/util.py	pyro/distributions/torch.py	2	13	40
pyro/poutine/util.py	pyro/distributions/torch_patch.py	2	13	27
pyro/poutine/util.py	pyro/distributions/torch_transform.py	2	13	7
pyro/poutine/util.py	pyro/distributions/transforms/affine_coupling.py	2	13	13
pyro/poutine/util.py	pyro/distributions/transforms/block_autoregressive.py	2	13	12
pyro/poutine/util.py	pyro/distributions/transforms/householder.py	2	13	11
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pyro/poutine/util.py	pyro/distributions/transforms/planar.py	2	13	16
pyro/poutine/util.py	pyro/distributions/transforms/polynomial.py	2	13	9
pyro/poutine/util.py	pyro/distributions/transforms/radial.py	2	13	15
pyro/poutine/util.py	pyro/distributions/transforms/sylvester.py	2	13	12
pyro/poutine/util.py	pyro/distributions/transforms/utils.py	2	13	3
pyro/poutine/util.py	pyro/distributions/von_mises_3d.py	2	13	4
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pyro/poutine/util.py	pyro/infer/csis.py	2	13	5
pyro/poutine/util.py	pyro/infer/discrete.py	2	13	11
pyro/poutine/util.py	pyro/infer/mcmc/api.py	2	13	24
pyro/poutine/util.py	pyro/infer/mcmc/mcmc_kernel.py	2	13	5
pyro/poutine/util.py	pyro/infer/mcmc/util.py	2	13	35
pyro/poutine/util.py	pyro/infer/trace_mean_field_elbo.py	2	13	10
pyro/poutine/util.py	pyro/infer/trace_mmd.py	2	13	6
pyro/poutine/util.py	pyro/infer/trace_tail_adaptive_elbo.py	2	13	5
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pyro/poutine/util.py	pyro/nn/dense_nn.py	2	13	6
pyro/poutine/util.py	pyro/ops/dual_averaging.py	2	13	7
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pyro/poutine/util.py	pyro/ops/einsum/adjoint.py	2	13	7
pyro/poutine/util.py	pyro/ops/einsum/torch_log.py	2	13	11
pyro/poutine/util.py	pyro/ops/einsum/torch_map.py	2	13	5
pyro/poutine/util.py	pyro/ops/einsum/torch_marginal.py	2	13	5
pyro/poutine/util.py	pyro/ops/einsum/torch_sample.py	2	13	5
pyro/poutine/util.py	pyro/ops/einsum/util.py	2	13	4
pyro/poutine/util.py	pyro/ops/indexing.py	2	13	6
pyro/poutine/util.py	pyro/ops/integrator.py	2	13	16
pyro/poutine/util.py	pyro/ops/jit.py	2	13	9
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pyro/poutine/util.py	pyro/ops/rings.py	2	13	10
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pyro/poutine/util.py	pyro/optim/adagrad_rmsprop.py	2	13	6
pyro/poutine/util.py	pyro/optim/lr_scheduler.py	2	13	10
pyro/poutine/util.py	pyro/optim/multi.py	2	13	7
pyro/poutine/util.py	pyro/poutine/markov_messenger.py	2	13	7
pyro/poutine/util.py	pyro/poutine/mask_messenger.py	2	13	7
pyro/poutine/util.py	pyro/poutine/reentrant_messenger.py	2	13	4
pyro/poutine/util.py	pyro/poutine/uncondition_messenger.py	2	13	5
pyro/primitives.py	pyro/contrib/forecast/forecaster.py	2	35	14
pyro/primitives.py	pyro/infer/autoguide/guides.py	2	35	18
pyro/primitives.py	examples/air/modules.py	2	35	6
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pyro/primitives.py	pyro/contrib/oed/glmm/guides.py	2	35	3
pyro/primitives.py	pyro/contrib/oed/search.py	2	35	4
pyro/primitives.py	pyro/contrib/tracking/dynamic_models.py	2	35	7
pyro/primitives.py	pyro/contrib/tracking/extended_kalman_filter.py	2	35	8
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pyro/primitives.py	pyro/distributions/transforms/affine_autoregressive.py	2	35	11
pyro/primitives.py	pyro/distributions/transforms/batchnorm.py	2	35	7
pyro/primitives.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	35	5
pyro/primitives.py	pyro/distributions/transforms/neural_autoregressive.py	2	35	10
pyro/primitives.py	pyro/distributions/zero_inflated.py	2	35	8
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pyro/primitives.py	pyro/infer/mcmc/adaptation.py	2	35	11
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pyro/primitives.py	pyro/infer/rws.py	2	35	4
pyro/primitives.py	pyro/infer/svgd.py	2	35	7
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pyro/primitives.py	pyro/poutine/seed_messenger.py	2	35	3
pyro/primitives.py	examples/baseball.py	2	35	46
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pyro/primitives.py	examples/eight_schools/data.py	2	35	3
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pyro/primitives.py	examples/minipyro.py	2	35	26
pyro/primitives.py	examples/mixed_hmm/experiment.py	2	35	3
pyro/primitives.py	examples/mixed_hmm/model.py	2	35	4
pyro/primitives.py	examples/mixed_hmm/seal_data.py	2	35	5
pyro/primitives.py	examples/rsa/generics.py	2	35	19
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pyro/primitives.py	pyro/contrib/autoname/__init__.py	2	35	5
pyro/primitives.py	pyro/contrib/bnn/__init__.py	2	35	3
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pyro/primitives.py	pyro/contrib/bnn/utils.py	2	35	3
pyro/primitives.py	pyro/contrib/easyguide/__init__.py	2	35	3
pyro/primitives.py	pyro/contrib/easyguide/easyguide.py	2	35	9
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pyro/primitives.py	pyro/contrib/oed/util.py	2	35	8
pyro/primitives.py	pyro/contrib/tracking/__init__.py	2	35	3
pyro/primitives.py	pyro/contrib/util.py	2	35	6
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pyro/primitives.py	pyro/generic.py	2	35	7
pyro/primitives.py	pyro/infer/mcmc/mcmc_kernel.py	2	35	5
pyro/primitives.py	pyro/infer/predictive.py	2	35	6
pyro/primitives.py	pyro/infer/trace_tail_adaptive_elbo.py	2	35	5
pyro/primitives.py	pyro/nn/__init__.py	2	35	16
pyro/primitives.py	pyro/ops/einsum/__init__.py	2	35	13
pyro/primitives.py	pyro/ops/einsum/adjoint.py	2	35	7
pyro/primitives.py	pyro/ops/einsum/torch_log.py	2	35	11
pyro/primitives.py	pyro/ops/einsum/torch_map.py	2	35	5
pyro/primitives.py	pyro/ops/einsum/torch_marginal.py	2	35	5
pyro/primitives.py	pyro/ops/einsum/torch_sample.py	2	35	5
pyro/primitives.py	pyro/ops/integrator.py	2	35	16
pyro/primitives.py	pyro/ops/linalg.py	2	35	5
pyro/primitives.py	pyro/ops/newton.py	2	35	9
pyro/primitives.py	pyro/ops/packed.py	2	35	10
pyro/util.py	examples/air/modules.py	2	141	6
pyro/util.py	examples/vae/utils/custom_mlp.py	2	141	6
pyro/util.py	pyro/contrib/autoname/scoping.py	2	141	6
pyro/util.py	pyro/contrib/conjugate/infer.py	2	141	4
pyro/util.py	pyro/contrib/oed/glmm/guides.py	2	141	3
pyro/util.py	pyro/contrib/tracking/extended_kalman_filter.py	2	141	8
pyro/util.py	pyro/distributions/conditional.py	2	141	5
pyro/util.py	pyro/distributions/multivariate_studentt.py	2	141	5
pyro/util.py	pyro/distributions/transforms/affine_autoregressive.py	2	141	11
pyro/util.py	pyro/distributions/transforms/batchnorm.py	2	141	7
pyro/util.py	pyro/distributions/transforms/lower_cholesky_affine.py	2	141	5
pyro/util.py	pyro/distributions/transforms/neural_autoregressive.py	2	141	10
pyro/util.py	pyro/distributions/unit.py	2	141	3
pyro/util.py	pyro/distributions/zero_inflated.py	2	141	8
pyro/util.py	pyro/infer/autoguide/initialization.py	2	141	7
pyro/util.py	pyro/infer/mcmc/adaptation.py	2	141	11
pyro/util.py	pyro/infer/mcmc/logger.py	2	141	12
pyro/util.py	pyro/infer/rws.py	2	141	4
pyro/util.py	pyro/infer/svgd.py	2	141	7
pyro/util.py	pyro/ops/welford.py	2	141	6
pyro/util.py	pyro/poutine/do_messenger.py	2	141	3
pyro/util.py	pyro/poutine/enum_messenger.py	2	141	4
pyro/util.py	pyro/poutine/seed_messenger.py	2	141	3
pyro/util.py	examples/contrib/cevae/synthetic.py	2	141	8
pyro/util.py	examples/contrib/timeseries/gp_models.py	2	141	10
pyro/util.py	examples/dmm/util.py	2	141	2
pyro/util.py	examples/eight_schools/data.py	2	141	3
pyro/util.py	examples/einsum.py	2	141	3
pyro/util.py	examples/mixed_hmm/experiment.py	2	141	3
pyro/util.py	examples/mixed_hmm/model.py	2	141	4
pyro/util.py	examples/rsa/generics.py	2	141	19
pyro/util.py	examples/rsa/hyperbole.py	2	141	19
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tutorial/source/svi_part_i.ipynb	pyro/params/param_store.py	2	39	38
tutorial/source/svi_part_i.ipynb	tutorial/source/conf.py	2	39	12
tutorial/source/svi_part_ii.ipynb	tutorial/source/cleannb.py	2	19	4
tutorial/source/svi_part_ii.ipynb	pyro/infer/tracegraph_elbo.py	2	19	70
tutorial/source/svi_part_ii.ipynb	pyro/ops/contract.py	2	19	21
tutorial/source/svi_part_ii.ipynb	pyro/poutine/indep_messenger.py	2	19	11
tutorial/source/svi_part_ii.ipynb	pyro/poutine/subsample_messenger.py	2	19	13
tutorial/source/svi_part_ii.ipynb	pyro/primitives.py	2	19	35
tutorial/source/svi_part_ii.ipynb	pyro/util.py	2	19	141
tutorial/source/svi_part_ii.ipynb	pyro/infer/mcmc/hmc.py	2	19	77
tutorial/source/svi_part_ii.ipynb	pyro/infer/mcmc/nuts.py	2	19	59
tutorial/source/svi_part_ii.ipynb	tutorial/source/conf.py	2	19	12
tutorial/source/svi_part_ii.ipynb	examples/inclined_plane.py	2	19	35
tutorial/source/tensor_shapes.ipynb	tutorial/source/modules.ipynb	2	39	4
tutorial/source/tensor_shapes.ipynb	tutorial/source/cleannb.py	2	39	4
tutorial/source/tensor_shapes.ipynb	tutorial/source/custom_objectives.ipynb	2	39	11
tutorial/source/tensor_shapes.ipynb	pyro/distributions/torch_patch.py	2	39	27
tutorial/source/tensor_shapes.ipynb	pyro/infer/abstract_infer.py	2	39	64
tutorial/source/tensor_shapes.ipynb	pyro/infer/svi.py	2	39	28
tutorial/source/tensor_shapes.ipynb	pyro/contrib/gp/likelihoods/gaussian.py	2	39	18
tutorial/source/tensor_shapes.ipynb	pyro/contrib/gp/likelihoods/multi_class.py	2	39	15
tutorial/source/tensor_shapes.ipynb	pyro/contrib/gp/models/gpr.py	2	39	27
tutorial/source/tensor_shapes.ipynb	pyro/contrib/gp/models/sgpr.py	2	39	32
tutorial/source/tensor_shapes.ipynb	pyro/contrib/gp/models/vgp.py	2	39	21
tutorial/source/tensor_shapes.ipynb	pyro/infer/trace_elbo.py	2	39	59
tutorial/source/tensor_shapes.ipynb	pyro/infer/tracegraph_elbo.py	2	39	70
tutorial/source/tensor_shapes.ipynb	pyro/infer/util.py	2	39	49
tutorial/source/vae.ipynb	tutorial/source/modules.ipynb	2	49	4
tutorial/source/vae.ipynb	tutorial/source/cleannb.py	2	49	4
tutorial/source/vae.ipynb	tutorial/source/custom_objectives.ipynb	2	49	11
tutorial/source/vae.ipynb	examples/air/modules.py	2	49	6
tutorial/source/vae.ipynb	pyro/contrib/autoname/named.py	2	49	5
tutorial/source/vae.ipynb	pyro/contrib/gp/likelihoods/binary.py	2	49	17
tutorial/source/vae.ipynb	pyro/contrib/gp/likelihoods/gaussian.py	2	49	18
tutorial/source/vae.ipynb	pyro/contrib/gp/likelihoods/multi_class.py	2	49	15
tutorial/source/vae.ipynb	pyro/contrib/gp/likelihoods/poisson.py	2	49	11
tutorial/source/vae.ipynb	pyro/contrib/gp/models/gplvm.py	2	49	12
tutorial/source/vae.ipynb	pyro/contrib/gp/models/model.py	2	49	24
tutorial/source/vae.ipynb	pyro/contrib/gp/models/vsgp.py	2	49	11
tutorial/source/vae.ipynb	pyro/distributions/delta.py	2	49	44
tutorial/source/vae.ipynb	pyro/distributions/mixture.py	2	49	8
tutorial/source/vae.ipynb	pyro/distributions/omt_mvn.py	2	49	18
tutorial/source/vae.ipynb	pyro/distributions/testing/naive_dirichlet.py	2	49	7
tutorial/source/vae.ipynb	pyro/distributions/torch.py	2	49	40
tutorial/source/vae.ipynb	pyro/infer/mcmc/logger.py	2	49	12
tutorial/source/vae.ipynb	pyro/infer/mcmc/util.py	2	49	35
tutorial/source/vae.ipynb	pyro/nn/auto_reg_nn.py	2	49	25
tutorial/source/vae.ipynb	pyro/ops/contract.py	2	49	21
tutorial/source/vae.ipynb	pyro/ops/dual_averaging.py	2	49	7
tutorial/source/vae.ipynb	pyro/optim/clipped_adam.py	2	49	10
tutorial/source/vae.ipynb	pyro/poutine/indep_messenger.py	2	49	11
tutorial/source/vae.ipynb	pyro/poutine/plate_messenger.py	2	49	5
tutorial/source/vae.ipynb	pyro/poutine/runtime.py	2	49	16
tutorial/source/vae.ipynb	pyro/poutine/subsample_messenger.py	2	49	13
tutorial/source/vae.ipynb	pyro/poutine/trace_struct.py	2	49	22
tutorial/source/vae.ipynb	pyro/primitives.py	2	49	35
tutorial/source/vae.ipynb	pyro/distributions/torch_patch.py	2	49	27
tutorial/source/vae.ipynb	pyro/infer/elbo.py	2	49	27
tutorial/source/vae.ipynb	pyro/infer/trace_elbo.py	2	49	59
tutorial/source/vae.ipynb	pyro/infer/tracegraph_elbo.py	2	49	70
examples/baseball.py	examples/air/modules.py	1	46	6
examples/baseball.py	examples/air/viz.py	1	46	6
examples/capture_recapture/cjs.py	examples/air/air.py	1	9	36
examples/capture_recapture/cjs.py	examples/air/modules.py	1	9	6
examples/capture_recapture/cjs.py	examples/air/viz.py	1	9	6
examples/contrib/autoname/mixture.py	examples/air/modules.py	1	22	6
examples/contrib/autoname/mixture.py	examples/air/viz.py	1	22	6
examples/contrib/autoname/scoping_mixture.py	examples/air/modules.py	1	22	6
examples/contrib/autoname/scoping_mixture.py	examples/air/viz.py	1	22	6
examples/contrib/autoname/tree_data.py	examples/air/air.py	1	21	36
examples/contrib/autoname/tree_data.py	examples/air/modules.py	1	21	6
examples/contrib/autoname/tree_data.py	examples/air/viz.py	1	21	6
examples/contrib/cevae/synthetic.py	examples/air/air.py	1	8	36
examples/contrib/cevae/synthetic.py	examples/air/modules.py	1	8	6
examples/contrib/cevae/synthetic.py	examples/air/viz.py	1	8	6
examples/contrib/cevae/synthetic.py	examples/capture_recapture/cjs.py	1	8	9
examples/contrib/epidemiology/regional.py	examples/air/main.py	1	10	37
examples/contrib/epidemiology/regional.py	examples/baseball.py	1	10	46
examples/contrib/epidemiology/regional.py	examples/contrib/autoname/mixture.py	1	10	22
examples/contrib/epidemiology/regional.py	examples/contrib/autoname/scoping_mixture.py	1	10	22
examples/contrib/epidemiology/regional.py	examples/contrib/autoname/tree_data.py	1	10	21
examples/contrib/epidemiology/regional.py	examples/contrib/cevae/synthetic.py	1	10	8
examples/contrib/epidemiology/sir.py	examples/air/main.py	1	21	37
examples/contrib/epidemiology/sir.py	examples/baseball.py	1	21	46
examples/contrib/epidemiology/sir.py	examples/contrib/autoname/mixture.py	1	21	22
examples/contrib/epidemiology/sir.py	examples/contrib/autoname/scoping_mixture.py	1	21	22
examples/contrib/epidemiology/sir.py	examples/contrib/autoname/tree_data.py	1	21	21
examples/contrib/epidemiology/sir.py	examples/contrib/cevae/synthetic.py	1	21	8
examples/contrib/forecast/bart.py	examples/contrib/epidemiology/regional.py	1	6	10
examples/contrib/forecast/bart.py	examples/contrib/epidemiology/sir.py	1	6	21
examples/contrib/gp/sv-dkl.py	examples/contrib/epidemiology/regional.py	1	34	10
examples/contrib/gp/sv-dkl.py	examples/contrib/epidemiology/sir.py	1	34	21
examples/contrib/gp/sv-dkl.py	examples/air/viz.py	1	34	6
examples/contrib/oed/gp_bayes_opt.py	examples/air/main.py	1	9	37
examples/contrib/oed/gp_bayes_opt.py	examples/air/modules.py	1	9	6
examples/contrib/oed/gp_bayes_opt.py	examples/air/viz.py	1	9	6
examples/contrib/oed/gp_bayes_opt.py	examples/capture_recapture/cjs.py	1	9	9
examples/contrib/oed/gp_bayes_opt.py	examples/contrib/autoname/mixture.py	1	9	22
examples/contrib/oed/gp_bayes_opt.py	examples/contrib/autoname/scoping_mixture.py	1	9	22
examples/contrib/oed/gp_bayes_opt.py	examples/contrib/autoname/tree_data.py	1	9	21
examples/contrib/oed/gp_bayes_opt.py	examples/contrib/cevae/synthetic.py	1	9	8
examples/contrib/timeseries/gp_models.py	examples/contrib/epidemiology/regional.py	1	10	10
examples/contrib/timeseries/gp_models.py	examples/contrib/epidemiology/sir.py	1	10	21
examples/contrib/timeseries/gp_models.py	examples/air/air.py	1	10	36
examples/contrib/timeseries/gp_models.py	examples/air/modules.py	1	10	6
examples/contrib/timeseries/gp_models.py	examples/air/viz.py	1	10	6
examples/contrib/timeseries/gp_models.py	examples/capture_recapture/cjs.py	1	10	9
examples/contrib/timeseries/gp_models.py	examples/contrib/oed/gp_bayes_opt.py	1	10	9
examples/dmm/dmm.py	examples/contrib/epidemiology/regional.py	1	56	10
examples/dmm/dmm.py	examples/contrib/epidemiology/sir.py	1	56	21
examples/dmm/dmm.py	examples/capture_recapture/cjs.py	1	56	9
examples/dmm/dmm.py	examples/contrib/oed/gp_bayes_opt.py	1	56	9
examples/dmm/dmm.py	examples/dmm/__init__.py	1	56	1
examples/dmm/polyphonic_data_loader.py	examples/air/modules.py	1	16	6
examples/dmm/polyphonic_data_loader.py	examples/air/viz.py	1	16	6
examples/dmm/polyphonic_data_loader.py	examples/capture_recapture/cjs.py	1	16	9
examples/dmm/polyphonic_data_loader.py	examples/contrib/autoname/mixture.py	1	16	22
examples/dmm/polyphonic_data_loader.py	examples/contrib/autoname/scoping_mixture.py	1	16	22
examples/dmm/polyphonic_data_loader.py	examples/contrib/autoname/tree_data.py	1	16	21
examples/dmm/polyphonic_data_loader.py	examples/contrib/cevae/synthetic.py	1	16	8
examples/dmm/polyphonic_data_loader.py	examples/contrib/timeseries/gp_models.py	1	16	10
examples/dmm/polyphonic_data_loader.py	examples/dmm/__init__.py	1	16	1
examples/dmm/util.py	examples/air/air.py	1	2	36
examples/dmm/util.py	examples/air/main.py	1	2	37
examples/dmm/util.py	examples/air/modules.py	1	2	6
examples/dmm/util.py	examples/air/viz.py	1	2	6
examples/dmm/util.py	examples/baseball.py	1	2	46
examples/dmm/util.py	examples/capture_recapture/cjs.py	1	2	9
examples/dmm/util.py	examples/contrib/autoname/mixture.py	1	2	22
examples/dmm/util.py	examples/contrib/autoname/scoping_mixture.py	1	2	22
examples/dmm/util.py	examples/contrib/autoname/tree_data.py	1	2	21
examples/dmm/util.py	examples/contrib/cevae/synthetic.py	1	2	8
examples/dmm/util.py	examples/contrib/gp/sv-dkl.py	1	2	34
examples/dmm/util.py	examples/contrib/oed/gp_bayes_opt.py	1	2	9
examples/dmm/util.py	examples/contrib/timeseries/gp_models.py	1	2	10
examples/eight_schools/data.py	examples/air/air.py	1	3	36
examples/eight_schools/data.py	examples/air/modules.py	1	3	6
examples/eight_schools/data.py	examples/air/viz.py	1	3	6
examples/eight_schools/data.py	examples/contrib/cevae/synthetic.py	1	3	8
examples/eight_schools/data.py	examples/contrib/oed/gp_bayes_opt.py	1	3	9
examples/eight_schools/data.py	examples/contrib/timeseries/gp_models.py	1	3	10
examples/eight_schools/data.py	examples/dmm/dmm.py	1	3	56
examples/eight_schools/data.py	examples/dmm/polyphonic_data_loader.py	1	3	16
examples/eight_schools/data.py	examples/dmm/util.py	1	3	2
examples/eight_schools/mcmc.py	examples/contrib/epidemiology/regional.py	1	29	10
examples/eight_schools/mcmc.py	examples/contrib/epidemiology/sir.py	1	29	21
examples/eight_schools/mcmc.py	examples/air/air.py	1	29	36
examples/eight_schools/mcmc.py	examples/air/modules.py	1	29	6
examples/eight_schools/mcmc.py	examples/air/viz.py	1	29	6
examples/eight_schools/mcmc.py	examples/contrib/oed/gp_bayes_opt.py	1	29	9
examples/eight_schools/mcmc.py	examples/dmm/polyphonic_data_loader.py	1	29	16
examples/eight_schools/mcmc.py	examples/dmm/util.py	1	29	2
examples/eight_schools/svi.py	examples/contrib/epidemiology/regional.py	1	22	10
examples/eight_schools/svi.py	examples/contrib/epidemiology/sir.py	1	22	21
examples/eight_schools/svi.py	examples/air/modules.py	1	22	6
examples/eight_schools/svi.py	examples/air/viz.py	1	22	6
examples/eight_schools/svi.py	examples/contrib/oed/gp_bayes_opt.py	1	22	9
examples/eight_schools/svi.py	examples/dmm/polyphonic_data_loader.py	1	22	16
examples/eight_schools/svi.py	examples/dmm/util.py	1	22	2
examples/einsum.py	examples/air/air.py	1	3	36
examples/einsum.py	examples/air/modules.py	1	3	6
examples/einsum.py	examples/air/viz.py	1	3	6
examples/einsum.py	examples/contrib/cevae/synthetic.py	1	3	8
examples/einsum.py	examples/contrib/oed/gp_bayes_opt.py	1	3	9
examples/einsum.py	examples/contrib/timeseries/gp_models.py	1	3	10
examples/einsum.py	examples/dmm/dmm.py	1	3	56
examples/einsum.py	examples/dmm/polyphonic_data_loader.py	1	3	16
examples/einsum.py	examples/dmm/util.py	1	3	2
examples/hmm.py	examples/contrib/epidemiology/regional.py	1	45	10
examples/hmm.py	examples/contrib/epidemiology/sir.py	1	45	21
examples/hmm.py	examples/air/viz.py	1	45	6
examples/hmm.py	examples/dmm/util.py	1	45	2
examples/inclined_plane.py	examples/contrib/epidemiology/regional.py	1	35	10
examples/inclined_plane.py	examples/contrib/epidemiology/sir.py	1	35	21
examples/inclined_plane.py	examples/air/modules.py	1	35	6
examples/inclined_plane.py	examples/contrib/oed/gp_bayes_opt.py	1	35	9
examples/inclined_plane.py	examples/dmm/util.py	1	35	2
examples/lda.py	examples/contrib/epidemiology/regional.py	1	25	10
examples/lda.py	examples/contrib/epidemiology/sir.py	1	25	21
examples/lda.py	examples/air/modules.py	1	25	6
examples/lda.py	examples/air/viz.py	1	25	6
examples/lda.py	examples/contrib/oed/gp_bayes_opt.py	1	25	9
examples/lda.py	examples/dmm/polyphonic_data_loader.py	1	25	16
examples/lda.py	examples/dmm/util.py	1	25	2
examples/lkj.py	examples/contrib/epidemiology/regional.py	1	20	10
examples/lkj.py	examples/contrib/epidemiology/sir.py	1	20	21
examples/lkj.py	examples/air/modules.py	1	20	6
examples/lkj.py	examples/air/viz.py	1	20	6
examples/lkj.py	examples/dmm/util.py	1	20	2
examples/minipyro.py	examples/contrib/epidemiology/regional.py	1	26	10
examples/minipyro.py	examples/contrib/epidemiology/sir.py	1	26	21
examples/minipyro.py	examples/air/air.py	1	26	36
examples/minipyro.py	examples/air/modules.py	1	26	6
examples/minipyro.py	examples/air/viz.py	1	26	6
examples/minipyro.py	examples/contrib/oed/gp_bayes_opt.py	1	26	9
examples/minipyro.py	examples/dmm/polyphonic_data_loader.py	1	26	16
examples/minipyro.py	examples/dmm/util.py	1	26	2
examples/mixed_hmm/experiment.py	examples/air/air.py	1	3	36
examples/mixed_hmm/experiment.py	examples/air/modules.py	1	3	6
examples/mixed_hmm/experiment.py	examples/air/viz.py	1	3	6
examples/mixed_hmm/experiment.py	examples/contrib/cevae/synthetic.py	1	3	8
examples/mixed_hmm/experiment.py	examples/contrib/oed/gp_bayes_opt.py	1	3	9
examples/mixed_hmm/experiment.py	examples/contrib/timeseries/gp_models.py	1	3	10
examples/mixed_hmm/experiment.py	examples/dmm/dmm.py	1	3	56
examples/mixed_hmm/experiment.py	examples/dmm/polyphonic_data_loader.py	1	3	16
examples/mixed_hmm/experiment.py	examples/dmm/util.py	1	3	2
examples/mixed_hmm/experiment.py	examples/mixed_hmm/__init__.py	1	3	1
examples/mixed_hmm/model.py	examples/air/air.py	1	4	36
examples/mixed_hmm/model.py	examples/air/modules.py	1	4	6
examples/mixed_hmm/model.py	examples/air/viz.py	1	4	6
examples/mixed_hmm/model.py	examples/contrib/cevae/synthetic.py	1	4	8
examples/mixed_hmm/model.py	examples/contrib/oed/gp_bayes_opt.py	1	4	9
examples/mixed_hmm/model.py	examples/contrib/timeseries/gp_models.py	1	4	10
examples/mixed_hmm/model.py	examples/dmm/dmm.py	1	4	56
examples/mixed_hmm/model.py	examples/dmm/polyphonic_data_loader.py	1	4	16
examples/mixed_hmm/model.py	examples/dmm/util.py	1	4	2
examples/mixed_hmm/model.py	examples/mixed_hmm/__init__.py	1	4	1
examples/mixed_hmm/seal_data.py	examples/air/air.py	1	5	36
examples/mixed_hmm/seal_data.py	examples/air/modules.py	1	5	6
examples/mixed_hmm/seal_data.py	examples/air/viz.py	1	5	6
examples/mixed_hmm/seal_data.py	examples/contrib/cevae/synthetic.py	1	5	8
examples/mixed_hmm/seal_data.py	examples/contrib/oed/gp_bayes_opt.py	1	5	9
examples/mixed_hmm/seal_data.py	examples/contrib/timeseries/gp_models.py	1	5	10
examples/mixed_hmm/seal_data.py	examples/dmm/dmm.py	1	5	56
examples/mixed_hmm/seal_data.py	examples/dmm/util.py	1	5	2
examples/mixed_hmm/seal_data.py	examples/mixed_hmm/__init__.py	1	5	1
examples/neutra.py	examples/contrib/epidemiology/regional.py	1	6	10
examples/neutra.py	examples/contrib/epidemiology/sir.py	1	6	21
examples/rsa/generics.py	examples/contrib/epidemiology/regional.py	1	19	10
examples/rsa/generics.py	examples/contrib/epidemiology/sir.py	1	19	21
examples/rsa/generics.py	examples/air/air.py	1	19	36
examples/rsa/generics.py	examples/air/modules.py	1	19	6
examples/rsa/generics.py	examples/air/viz.py	1	19	6
examples/rsa/generics.py	examples/capture_recapture/cjs.py	1	19	9
examples/rsa/generics.py	examples/contrib/oed/gp_bayes_opt.py	1	19	9
examples/rsa/generics.py	examples/dmm/polyphonic_data_loader.py	1	19	16
examples/rsa/generics.py	examples/dmm/util.py	1	19	2
examples/rsa/generics.py	examples/eight_schools/data.py	1	19	3
examples/rsa/generics.py	examples/einsum.py	1	19	3
examples/rsa/generics.py	examples/mixed_hmm/experiment.py	1	19	3
examples/rsa/generics.py	examples/mixed_hmm/model.py	1	19	4
examples/rsa/generics.py	examples/mixed_hmm/seal_data.py	1	19	5
examples/rsa/hyperbole.py	examples/contrib/epidemiology/regional.py	1	19	10
examples/rsa/hyperbole.py	examples/contrib/epidemiology/sir.py	1	19	21
examples/rsa/hyperbole.py	examples/air/air.py	1	19	36
examples/rsa/hyperbole.py	examples/air/modules.py	1	19	6
examples/rsa/hyperbole.py	examples/air/viz.py	1	19	6
examples/rsa/hyperbole.py	examples/capture_recapture/cjs.py	1	19	9
examples/rsa/hyperbole.py	examples/contrib/oed/gp_bayes_opt.py	1	19	9
examples/rsa/hyperbole.py	examples/dmm/polyphonic_data_loader.py	1	19	16
examples/rsa/hyperbole.py	examples/dmm/util.py	1	19	2
examples/rsa/hyperbole.py	examples/eight_schools/data.py	1	19	3
examples/rsa/hyperbole.py	examples/einsum.py	1	19	3
examples/rsa/hyperbole.py	examples/mixed_hmm/experiment.py	1	19	3
examples/rsa/hyperbole.py	examples/mixed_hmm/model.py	1	19	4
examples/rsa/hyperbole.py	examples/mixed_hmm/seal_data.py	1	19	5
examples/rsa/schelling.py	examples/contrib/epidemiology/regional.py	1	19	10
examples/rsa/schelling.py	examples/contrib/epidemiology/sir.py	1	19	21
examples/rsa/schelling.py	examples/air/air.py	1	19	36
examples/rsa/schelling.py	examples/air/modules.py	1	19	6
examples/rsa/schelling.py	examples/air/viz.py	1	19	6
examples/rsa/schelling.py	examples/contrib/oed/gp_bayes_opt.py	1	19	9
examples/rsa/schelling.py	examples/dmm/polyphonic_data_loader.py	1	19	16
examples/rsa/schelling.py	examples/dmm/util.py	1	19	2
examples/rsa/schelling_false.py	examples/contrib/epidemiology/regional.py	1	19	10
examples/rsa/schelling_false.py	examples/contrib/epidemiology/sir.py	1	19	21
examples/rsa/schelling_false.py	examples/air/air.py	1	19	36
examples/rsa/schelling_false.py	examples/air/modules.py	1	19	6
examples/rsa/schelling_false.py	examples/air/viz.py	1	19	6
examples/rsa/schelling_false.py	examples/contrib/oed/gp_bayes_opt.py	1	19	9
examples/rsa/schelling_false.py	examples/dmm/polyphonic_data_loader.py	1	19	16
examples/rsa/schelling_false.py	examples/dmm/util.py	1	19	2
examples/rsa/search_inference.py	examples/air/viz.py	1	9	6
examples/rsa/search_inference.py	examples/contrib/cevae/synthetic.py	1	9	8
examples/rsa/search_inference.py	examples/contrib/oed/gp_bayes_opt.py	1	9	9
examples/rsa/search_inference.py	examples/contrib/timeseries/gp_models.py	1	9	10
examples/rsa/search_inference.py	examples/dmm/util.py	1	9	2
examples/rsa/semantic_parsing.py	examples/contrib/epidemiology/regional.py	1	20	10
examples/rsa/semantic_parsing.py	examples/contrib/epidemiology/sir.py	1	20	21
examples/rsa/semantic_parsing.py	examples/air/viz.py	1	20	6
examples/rsa/semantic_parsing.py	examples/capture_recapture/cjs.py	1	20	9
examples/rsa/semantic_parsing.py	examples/contrib/oed/gp_bayes_opt.py	1	20	9
examples/rsa/semantic_parsing.py	examples/dmm/polyphonic_data_loader.py	1	20	16
examples/rsa/semantic_parsing.py	examples/dmm/util.py	1	20	2
examples/rsa/semantic_parsing.py	examples/eight_schools/data.py	1	20	3
examples/rsa/semantic_parsing.py	examples/einsum.py	1	20	3
examples/rsa/semantic_parsing.py	examples/mixed_hmm/experiment.py	1	20	3
examples/rsa/semantic_parsing.py	examples/mixed_hmm/model.py	1	20	4
examples/rsa/semantic_parsing.py	examples/mixed_hmm/seal_data.py	1	20	5
examples/sir_hmc.py	examples/air/main.py	1	11	37
examples/sir_hmc.py	examples/baseball.py	1	11	46
examples/sir_hmc.py	examples/contrib/autoname/mixture.py	1	11	22
examples/sir_hmc.py	examples/contrib/autoname/scoping_mixture.py	1	11	22
examples/sir_hmc.py	examples/contrib/autoname/tree_data.py	1	11	21
examples/sir_hmc.py	examples/contrib/cevae/synthetic.py	1	11	8
examples/sir_hmc.py	examples/contrib/epidemiology/regional.py	1	11	10
examples/sir_hmc.py	examples/contrib/forecast/bart.py	1	11	6
examples/sir_hmc.py	examples/contrib/gp/sv-dkl.py	1	11	34
examples/sir_hmc.py	examples/contrib/timeseries/gp_models.py	1	11	10
examples/sir_hmc.py	examples/dmm/dmm.py	1	11	56
examples/sir_hmc.py	examples/eight_schools/mcmc.py	1	11	29
examples/sir_hmc.py	examples/eight_schools/svi.py	1	11	22
examples/sir_hmc.py	examples/hmm.py	1	11	45
examples/sir_hmc.py	examples/inclined_plane.py	1	11	35
examples/sir_hmc.py	examples/lda.py	1	11	25
examples/sir_hmc.py	examples/lkj.py	1	11	20
examples/sir_hmc.py	examples/minipyro.py	1	11	26
examples/sir_hmc.py	examples/neutra.py	1	11	6
examples/sir_hmc.py	examples/rsa/generics.py	1	11	19
examples/sir_hmc.py	examples/rsa/hyperbole.py	1	11	19
examples/sir_hmc.py	examples/rsa/schelling.py	1	11	19
examples/sir_hmc.py	examples/rsa/schelling_false.py	1	11	19
examples/sir_hmc.py	examples/rsa/semantic_parsing.py	1	11	20
examples/smcfilter.py	examples/air/air.py	1	3	36
examples/smcfilter.py	examples/air/main.py	1	3	37
examples/smcfilter.py	examples/air/modules.py	1	3	6
examples/smcfilter.py	examples/air/viz.py	1	3	6
examples/smcfilter.py	examples/baseball.py	1	3	46
examples/smcfilter.py	examples/capture_recapture/cjs.py	1	3	9
examples/smcfilter.py	examples/contrib/autoname/mixture.py	1	3	22
examples/smcfilter.py	examples/contrib/autoname/scoping_mixture.py	1	3	22
examples/smcfilter.py	examples/contrib/autoname/tree_data.py	1	3	21
examples/smcfilter.py	examples/contrib/cevae/synthetic.py	1	3	8
examples/smcfilter.py	examples/contrib/gp/sv-dkl.py	1	3	34
examples/smcfilter.py	examples/contrib/oed/gp_bayes_opt.py	1	3	9
examples/smcfilter.py	examples/contrib/timeseries/gp_models.py	1	3	10
examples/smcfilter.py	examples/dmm/dmm.py	1	3	56
examples/smcfilter.py	examples/dmm/polyphonic_data_loader.py	1	3	16
examples/smcfilter.py	examples/dmm/util.py	1	3	2
examples/smcfilter.py	examples/eight_schools/data.py	1	3	3
examples/smcfilter.py	examples/eight_schools/mcmc.py	1	3	29
examples/smcfilter.py	examples/eight_schools/svi.py	1	3	22
examples/smcfilter.py	examples/einsum.py	1	3	3
examples/smcfilter.py	examples/hmm.py	1	3	45
examples/smcfilter.py	examples/inclined_plane.py	1	3	35
examples/smcfilter.py	examples/lda.py	1	3	25
examples/smcfilter.py	examples/lkj.py	1	3	20
examples/smcfilter.py	examples/minipyro.py	1	3	26
examples/smcfilter.py	examples/mixed_hmm/experiment.py	1	3	3
examples/smcfilter.py	examples/mixed_hmm/model.py	1	3	4
examples/smcfilter.py	examples/mixed_hmm/seal_data.py	1	3	5
examples/smcfilter.py	examples/rsa/generics.py	1	3	19
examples/smcfilter.py	examples/rsa/hyperbole.py	1	3	19
examples/smcfilter.py	examples/rsa/schelling.py	1	3	19
examples/smcfilter.py	examples/rsa/schelling_false.py	1	3	19
examples/smcfilter.py	examples/rsa/search_inference.py	1	3	9
examples/smcfilter.py	examples/rsa/semantic_parsing.py	1	3	20
examples/sparse_gamma_def.py	examples/contrib/epidemiology/regional.py	1	28	10
examples/sparse_gamma_def.py	examples/contrib/epidemiology/sir.py	1	28	21
examples/sparse_gamma_def.py	examples/sir_hmc.py	1	28	11
examples/sparse_gamma_def.py	examples/air/viz.py	1	28	6
examples/sparse_gamma_def.py	examples/contrib/oed/gp_bayes_opt.py	1	28	9
examples/sparse_gamma_def.py	examples/dmm/util.py	1	28	2
examples/sparse_gamma_def.py	examples/smcfilter.py	1	28	3
examples/sparse_regression.py	examples/contrib/epidemiology/regional.py	1	18	10
examples/sparse_regression.py	examples/contrib/epidemiology/sir.py	1	18	21
examples/sparse_regression.py	examples/sir_hmc.py	1	18	11
examples/sparse_regression.py	examples/air/air.py	1	18	36
examples/sparse_regression.py	examples/air/modules.py	1	18	6
examples/sparse_regression.py	examples/air/viz.py	1	18	6
examples/sparse_regression.py	examples/contrib/oed/gp_bayes_opt.py	1	18	9
examples/sparse_regression.py	examples/dmm/polyphonic_data_loader.py	1	18	16
examples/sparse_regression.py	examples/dmm/util.py	1	18	2
examples/sparse_regression.py	examples/eight_schools/data.py	1	18	3
examples/sparse_regression.py	examples/einsum.py	1	18	3
examples/sparse_regression.py	examples/mixed_hmm/experiment.py	1	18	3
examples/sparse_regression.py	examples/mixed_hmm/model.py	1	18	4
examples/sparse_regression.py	examples/mixed_hmm/seal_data.py	1	18	5
examples/sparse_regression.py	examples/rsa/search_inference.py	1	18	9
examples/sparse_regression.py	examples/smcfilter.py	1	18	3
examples/toy_mixture_model_discrete_enumeration.py	examples/air/main.py	1	2	37
examples/toy_mixture_model_discrete_enumeration.py	examples/baseball.py	1	2	46
examples/toy_mixture_model_discrete_enumeration.py	examples/contrib/autoname/mixture.py	1	2	22
examples/toy_mixture_model_discrete_enumeration.py	examples/contrib/autoname/scoping_mixture.py	1	2	22
examples/toy_mixture_model_discrete_enumeration.py	examples/contrib/autoname/tree_data.py	1	2	21
examples/toy_mixture_model_discrete_enumeration.py	examples/contrib/cevae/synthetic.py	1	2	8
examples/toy_mixture_model_discrete_enumeration.py	examples/contrib/epidemiology/regional.py	1	2	10
examples/toy_mixture_model_discrete_enumeration.py	examples/contrib/epidemiology/sir.py	1	2	21
examples/toy_mixture_model_discrete_enumeration.py	examples/contrib/forecast/bart.py	1	2	6
examples/toy_mixture_model_discrete_enumeration.py	examples/contrib/gp/sv-dkl.py	1	2	34
examples/toy_mixture_model_discrete_enumeration.py	examples/contrib/timeseries/gp_models.py	1	2	10
examples/toy_mixture_model_discrete_enumeration.py	examples/dmm/dmm.py	1	2	56
examples/toy_mixture_model_discrete_enumeration.py	examples/eight_schools/mcmc.py	1	2	29
examples/toy_mixture_model_discrete_enumeration.py	examples/eight_schools/svi.py	1	2	22
examples/toy_mixture_model_discrete_enumeration.py	examples/hmm.py	1	2	45
examples/toy_mixture_model_discrete_enumeration.py	examples/inclined_plane.py	1	2	35
examples/toy_mixture_model_discrete_enumeration.py	examples/lda.py	1	2	25
examples/toy_mixture_model_discrete_enumeration.py	examples/lkj.py	1	2	20
examples/toy_mixture_model_discrete_enumeration.py	examples/minipyro.py	1	2	26
examples/toy_mixture_model_discrete_enumeration.py	examples/neutra.py	1	2	6
examples/toy_mixture_model_discrete_enumeration.py	examples/rsa/generics.py	1	2	19
examples/toy_mixture_model_discrete_enumeration.py	examples/rsa/hyperbole.py	1	2	19
examples/toy_mixture_model_discrete_enumeration.py	examples/rsa/schelling.py	1	2	19
examples/toy_mixture_model_discrete_enumeration.py	examples/rsa/schelling_false.py	1	2	19
examples/toy_mixture_model_discrete_enumeration.py	examples/rsa/semantic_parsing.py	1	2	20
examples/toy_mixture_model_discrete_enumeration.py	examples/sir_hmc.py	1	2	11
examples/toy_mixture_model_discrete_enumeration.py	examples/sparse_gamma_def.py	1	2	28
examples/toy_mixture_model_discrete_enumeration.py	examples/sparse_regression.py	1	2	18
examples/vae/ss_vae_M2.py	examples/contrib/epidemiology/regional.py	1	34	10
examples/vae/ss_vae_M2.py	examples/contrib/epidemiology/sir.py	1	34	21
examples/vae/ss_vae_M2.py	examples/sir_hmc.py	1	34	11
examples/vae/ss_vae_M2.py	examples/toy_mixture_model_discrete_enumeration.py	1	34	2
examples/vae/ss_vae_M2.py	examples/capture_recapture/cjs.py	1	34	9
examples/vae/ss_vae_M2.py	examples/dmm/util.py	1	34	2
examples/vae/ss_vae_M2.py	examples/eight_schools/data.py	1	34	3
examples/vae/ss_vae_M2.py	examples/einsum.py	1	34	3
examples/vae/ss_vae_M2.py	examples/mixed_hmm/experiment.py	1	34	3
examples/vae/ss_vae_M2.py	examples/mixed_hmm/model.py	1	34	4
examples/vae/ss_vae_M2.py	examples/mixed_hmm/seal_data.py	1	34	5
examples/vae/ss_vae_M2.py	examples/smcfilter.py	1	34	3
examples/vae/utils/__init__.py	examples/air/viz.py	1	1	6
examples/vae/utils/__init__.py	examples/dmm/dmm.py	1	1	56
examples/vae/utils/__init__.py	examples/vae/ss_vae_M2.py	1	1	34
examples/vae/utils/custom_mlp.py	examples/baseball.py	1	6	46
examples/vae/utils/custom_mlp.py	examples/capture_recapture/cjs.py	1	6	9
examples/vae/utils/custom_mlp.py	examples/contrib/autoname/mixture.py	1	6	22
examples/vae/utils/custom_mlp.py	examples/contrib/autoname/scoping_mixture.py	1	6	22
examples/vae/utils/custom_mlp.py	examples/contrib/autoname/tree_data.py	1	6	21
examples/vae/utils/custom_mlp.py	examples/contrib/cevae/synthetic.py	1	6	8
examples/vae/utils/custom_mlp.py	examples/contrib/oed/gp_bayes_opt.py	1	6	9
examples/vae/utils/custom_mlp.py	examples/contrib/timeseries/gp_models.py	1	6	10
examples/vae/utils/custom_mlp.py	examples/dmm/util.py	1	6	2
examples/vae/utils/custom_mlp.py	examples/eight_schools/data.py	1	6	3
examples/vae/utils/custom_mlp.py	examples/eight_schools/mcmc.py	1	6	29
examples/vae/utils/custom_mlp.py	examples/eight_schools/svi.py	1	6	22
examples/vae/utils/custom_mlp.py	examples/einsum.py	1	6	3
examples/vae/utils/custom_mlp.py	examples/lda.py	1	6	25
examples/vae/utils/custom_mlp.py	examples/lkj.py	1	6	20
examples/vae/utils/custom_mlp.py	examples/minipyro.py	1	6	26
examples/vae/utils/custom_mlp.py	examples/mixed_hmm/experiment.py	1	6	3
examples/vae/utils/custom_mlp.py	examples/mixed_hmm/model.py	1	6	4
examples/vae/utils/custom_mlp.py	examples/mixed_hmm/seal_data.py	1	6	5
examples/vae/utils/custom_mlp.py	examples/rsa/generics.py	1	6	19
examples/vae/utils/custom_mlp.py	examples/rsa/hyperbole.py	1	6	19
examples/vae/utils/custom_mlp.py	examples/rsa/schelling.py	1	6	19
examples/vae/utils/custom_mlp.py	examples/rsa/schelling_false.py	1	6	19
examples/vae/utils/custom_mlp.py	examples/smcfilter.py	1	6	3
examples/vae/utils/custom_mlp.py	examples/sparse_regression.py	1	6	18
examples/vae/utils/custom_mlp.py	examples/vae/utils/__init__.py	1	6	1
examples/vae/utils/mnist_cached.py	examples/capture_recapture/cjs.py	1	9	9
examples/vae/utils/mnist_cached.py	examples/contrib/autoname/mixture.py	1	9	22
examples/vae/utils/mnist_cached.py	examples/contrib/autoname/scoping_mixture.py	1	9	22
examples/vae/utils/mnist_cached.py	examples/contrib/autoname/tree_data.py	1	9	21
examples/vae/utils/mnist_cached.py	examples/contrib/cevae/synthetic.py	1	9	8
examples/vae/utils/mnist_cached.py	examples/contrib/oed/gp_bayes_opt.py	1	9	9
examples/vae/utils/mnist_cached.py	examples/contrib/timeseries/gp_models.py	1	9	10
examples/vae/utils/mnist_cached.py	examples/dmm/util.py	1	9	2
examples/vae/utils/mnist_cached.py	examples/eight_schools/data.py	1	9	3
examples/vae/utils/mnist_cached.py	examples/eight_schools/svi.py	1	9	22
examples/vae/utils/mnist_cached.py	examples/einsum.py	1	9	3
examples/vae/utils/mnist_cached.py	examples/lda.py	1	9	25
examples/vae/utils/mnist_cached.py	examples/lkj.py	1	9	20
examples/vae/utils/mnist_cached.py	examples/minipyro.py	1	9	26
examples/vae/utils/mnist_cached.py	examples/mixed_hmm/experiment.py	1	9	3
examples/vae/utils/mnist_cached.py	examples/mixed_hmm/model.py	1	9	4
examples/vae/utils/mnist_cached.py	examples/mixed_hmm/seal_data.py	1	9	5
examples/vae/utils/mnist_cached.py	examples/rsa/generics.py	1	9	19
examples/vae/utils/mnist_cached.py	examples/rsa/hyperbole.py	1	9	19
examples/vae/utils/mnist_cached.py	examples/rsa/schelling.py	1	9	19
examples/vae/utils/mnist_cached.py	examples/rsa/schelling_false.py	1	9	19
examples/vae/utils/mnist_cached.py	examples/smcfilter.py	1	9	3
examples/vae/utils/mnist_cached.py	examples/sparse_regression.py	1	9	18
examples/vae/utils/mnist_cached.py	examples/vae/utils/__init__.py	1	9	1
examples/vae/utils/vae_plots.py	examples/air/air.py	1	4	36
examples/vae/utils/vae_plots.py	examples/air/main.py	1	4	37
examples/vae/utils/vae_plots.py	examples/air/modules.py	1	4	6
examples/vae/utils/vae_plots.py	examples/baseball.py	1	4	46
examples/vae/utils/vae_plots.py	examples/capture_recapture/cjs.py	1	4	9
examples/vae/utils/vae_plots.py	examples/contrib/autoname/mixture.py	1	4	22
examples/vae/utils/vae_plots.py	examples/contrib/autoname/scoping_mixture.py	1	4	22
examples/vae/utils/vae_plots.py	examples/contrib/autoname/tree_data.py	1	4	21
examples/vae/utils/vae_plots.py	examples/contrib/cevae/synthetic.py	1	4	8
examples/vae/utils/vae_plots.py	examples/contrib/gp/sv-dkl.py	1	4	34
examples/vae/utils/vae_plots.py	examples/contrib/oed/gp_bayes_opt.py	1	4	9
examples/vae/utils/vae_plots.py	examples/contrib/timeseries/gp_models.py	1	4	10
examples/vae/utils/vae_plots.py	examples/dmm/polyphonic_data_loader.py	1	4	16
examples/vae/utils/vae_plots.py	examples/dmm/util.py	1	4	2
examples/vae/utils/vae_plots.py	examples/eight_schools/data.py	1	4	3
examples/vae/utils/vae_plots.py	examples/eight_schools/mcmc.py	1	4	29
examples/vae/utils/vae_plots.py	examples/eight_schools/svi.py	1	4	22
examples/vae/utils/vae_plots.py	examples/einsum.py	1	4	3
examples/vae/utils/vae_plots.py	examples/hmm.py	1	4	45
examples/vae/utils/vae_plots.py	examples/inclined_plane.py	1	4	35
examples/vae/utils/vae_plots.py	examples/lda.py	1	4	25
examples/vae/utils/vae_plots.py	examples/lkj.py	1	4	20
examples/vae/utils/vae_plots.py	examples/minipyro.py	1	4	26
examples/vae/utils/vae_plots.py	examples/mixed_hmm/experiment.py	1	4	3
examples/vae/utils/vae_plots.py	examples/mixed_hmm/model.py	1	4	4
examples/vae/utils/vae_plots.py	examples/mixed_hmm/seal_data.py	1	4	5
examples/vae/utils/vae_plots.py	examples/rsa/generics.py	1	4	19
examples/vae/utils/vae_plots.py	examples/rsa/hyperbole.py	1	4	19
examples/vae/utils/vae_plots.py	examples/rsa/schelling.py	1	4	19
examples/vae/utils/vae_plots.py	examples/rsa/schelling_false.py	1	4	19
examples/vae/utils/vae_plots.py	examples/rsa/search_inference.py	1	4	9
examples/vae/utils/vae_plots.py	examples/rsa/semantic_parsing.py	1	4	20
examples/vae/utils/vae_plots.py	examples/smcfilter.py	1	4	3
examples/vae/utils/vae_plots.py	examples/sparse_gamma_def.py	1	4	28
examples/vae/utils/vae_plots.py	examples/sparse_regression.py	1	4	18
examples/vae/utils/vae_plots.py	examples/vae/utils/__init__.py	1	4	1
examples/vae/vae.py	examples/contrib/epidemiology/regional.py	1	29	10
examples/vae/vae.py	examples/contrib/epidemiology/sir.py	1	29	21
examples/vae/vae.py	examples/sir_hmc.py	1	29	11
examples/vae/vae.py	examples/toy_mixture_model_discrete_enumeration.py	1	29	2
examples/vae/vae.py	examples/capture_recapture/cjs.py	1	29	9
examples/vae/vae.py	examples/dmm/util.py	1	29	2
examples/vae/vae.py	examples/eight_schools/data.py	1	29	3
examples/vae/vae.py	examples/einsum.py	1	29	3
examples/vae/vae.py	examples/mixed_hmm/experiment.py	1	29	3
examples/vae/vae.py	examples/mixed_hmm/model.py	1	29	4
examples/vae/vae.py	examples/mixed_hmm/seal_data.py	1	29	5
examples/vae/vae.py	examples/smcfilter.py	1	29	3
examples/vae/vae.py	examples/vae/utils/__init__.py	1	29	1
examples/vae/vae_comparison.py	examples/contrib/epidemiology/regional.py	1	29	10
examples/vae/vae_comparison.py	examples/contrib/epidemiology/sir.py	1	29	21
examples/vae/vae_comparison.py	examples/sir_hmc.py	1	29	11
examples/vae/vae_comparison.py	examples/toy_mixture_model_discrete_enumeration.py	1	29	2
examples/vae/vae_comparison.py	examples/capture_recapture/cjs.py	1	29	9
examples/vae/vae_comparison.py	examples/contrib/oed/gp_bayes_opt.py	1	29	9
examples/vae/vae_comparison.py	examples/dmm/util.py	1	29	2
examples/vae/vae_comparison.py	examples/eight_schools/data.py	1	29	3
examples/vae/vae_comparison.py	examples/einsum.py	1	29	3
examples/vae/vae_comparison.py	examples/mixed_hmm/experiment.py	1	29	3
examples/vae/vae_comparison.py	examples/mixed_hmm/model.py	1	29	4
examples/vae/vae_comparison.py	examples/smcfilter.py	1	29	3
examples/vae/vae_comparison.py	examples/vae/utils/__init__.py	1	29	1
profiler/distributions.py	examples/air/viz.py	1	11	6
profiler/distributions.py	examples/contrib/cevae/synthetic.py	1	11	8
profiler/distributions.py	examples/contrib/oed/gp_bayes_opt.py	1	11	9
profiler/distributions.py	examples/contrib/timeseries/gp_models.py	1	11	10
profiler/distributions.py	examples/dmm/util.py	1	11	2
profiler/distributions.py	examples/rsa/generics.py	1	11	19
profiler/distributions.py	examples/rsa/hyperbole.py	1	11	19
profiler/distributions.py	examples/rsa/semantic_parsing.py	1	11	20
profiler/distributions.py	examples/smcfilter.py	1	11	3
profiler/distributions.py	examples/sparse_regression.py	1	11	18
profiler/distributions.py	examples/vae/utils/vae_plots.py	1	11	4
profiler/distributions.py	examples/vae/vae.py	1	11	29
profiler/distributions.py	profiler/__init__.py	1	11	1
profiler/hmm.py	examples/air/air.py	1	3	36
profiler/hmm.py	examples/air/main.py	1	3	37
profiler/hmm.py	examples/air/modules.py	1	3	6
profiler/hmm.py	examples/air/viz.py	1	3	6
profiler/hmm.py	examples/baseball.py	1	3	46
profiler/hmm.py	examples/capture_recapture/cjs.py	1	3	9
profiler/hmm.py	examples/contrib/autoname/mixture.py	1	3	22
profiler/hmm.py	examples/contrib/autoname/scoping_mixture.py	1	3	22
profiler/hmm.py	examples/contrib/autoname/tree_data.py	1	3	21
profiler/hmm.py	examples/contrib/cevae/synthetic.py	1	3	8
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pyro/contrib/autoname/__init__.py	examples/vae/ss_vae_M2.py	1	5	34
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pyro/contrib/autoname/__init__.py	examples/vae/vae_comparison.py	1	5	29
pyro/contrib/autoname/__init__.py	profiler/hmm.py	1	5	3
pyro/contrib/autoname/__init__.py	pyro/contrib/autoguide.py	1	5	3
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pyro/contrib/autoname/named.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/contrib/autoname/named.py	examples/contrib/oed/gp_bayes_opt.py	1	5	9
pyro/contrib/autoname/named.py	examples/contrib/timeseries/gp_models.py	1	5	10
pyro/contrib/autoname/named.py	examples/dmm/polyphonic_data_loader.py	1	5	16
pyro/contrib/autoname/named.py	examples/dmm/util.py	1	5	2
pyro/contrib/autoname/named.py	examples/rsa/generics.py	1	5	19
pyro/contrib/autoname/named.py	examples/rsa/hyperbole.py	1	5	19
pyro/contrib/autoname/named.py	examples/smcfilter.py	1	5	3
pyro/contrib/autoname/named.py	examples/sparse_regression.py	1	5	18
pyro/contrib/autoname/named.py	examples/vae/utils/vae_plots.py	1	5	4
pyro/contrib/autoname/named.py	profiler/hmm.py	1	5	3
pyro/contrib/autoname/named.py	pyro/contrib/autoguide.py	1	5	3
pyro/contrib/autoname/scoping.py	examples/air/main.py	1	6	37
pyro/contrib/autoname/scoping.py	examples/air/viz.py	1	6	6
pyro/contrib/autoname/scoping.py	examples/baseball.py	1	6	46
pyro/contrib/autoname/scoping.py	examples/capture_recapture/cjs.py	1	6	9
pyro/contrib/autoname/scoping.py	examples/contrib/autoname/mixture.py	1	6	22
pyro/contrib/autoname/scoping.py	examples/contrib/autoname/tree_data.py	1	6	21
pyro/contrib/autoname/scoping.py	examples/contrib/cevae/synthetic.py	1	6	8
pyro/contrib/autoname/scoping.py	examples/contrib/oed/gp_bayes_opt.py	1	6	9
pyro/contrib/autoname/scoping.py	examples/contrib/timeseries/gp_models.py	1	6	10
pyro/contrib/autoname/scoping.py	examples/dmm/polyphonic_data_loader.py	1	6	16
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pyro/contrib/autoname/scoping.py	examples/eight_schools/data.py	1	6	3
pyro/contrib/autoname/scoping.py	examples/eight_schools/mcmc.py	1	6	29
pyro/contrib/autoname/scoping.py	examples/eight_schools/svi.py	1	6	22
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pyro/contrib/autoname/scoping.py	examples/inclined_plane.py	1	6	35
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pyro/contrib/autoname/scoping.py	examples/lkj.py	1	6	20
pyro/contrib/autoname/scoping.py	examples/minipyro.py	1	6	26
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pyro/contrib/autoname/scoping.py	examples/mixed_hmm/seal_data.py	1	6	5
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pyro/contrib/autoname/scoping.py	examples/rsa/hyperbole.py	1	6	19
pyro/contrib/autoname/scoping.py	examples/rsa/schelling.py	1	6	19
pyro/contrib/autoname/scoping.py	examples/rsa/schelling_false.py	1	6	19
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pyro/contrib/autoname/scoping.py	pyro/__init__.py	1	6	176
pyro/contrib/autoname/scoping.py	pyro/contrib/__init__.py	1	6	17
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pyro/contrib/bnn/__init__.py	examples/air/viz.py	1	3	6
pyro/contrib/bnn/__init__.py	examples/contrib/cevae/synthetic.py	1	3	8
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pyro/contrib/bnn/__init__.py	examples/contrib/timeseries/gp_models.py	1	3	10
pyro/contrib/bnn/__init__.py	examples/dmm/dmm.py	1	3	56
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pyro/contrib/bnn/__init__.py	examples/vae/utils/vae_plots.py	1	3	4
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pyro/contrib/bnn/__init__.py	pyro/contrib/autoname/scoping.py	1	3	6
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pyro/contrib/bnn/hidden_layer.py	examples/dmm/dmm.py	1	3	56
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pyro/contrib/bnn/hidden_layer.py	examples/rsa/generics.py	1	3	19
pyro/contrib/bnn/hidden_layer.py	examples/rsa/hyperbole.py	1	3	19
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pyro/contrib/bnn/hidden_layer.py	examples/smcfilter.py	1	3	3
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pyro/contrib/bnn/hidden_layer.py	examples/vae/ss_vae_M2.py	1	3	34
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pyro/contrib/bnn/hidden_layer.py	examples/vae/utils/mnist_cached.py	1	3	9
pyro/contrib/bnn/hidden_layer.py	examples/vae/utils/vae_plots.py	1	3	4
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pyro/contrib/bnn/utils.py	examples/contrib/timeseries/gp_models.py	1	3	10
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pyro/contrib/cevae/__init__.py	examples/air/air.py	1	3	36
pyro/contrib/cevae/__init__.py	examples/air/main.py	1	3	37
pyro/contrib/cevae/__init__.py	examples/air/modules.py	1	3	6
pyro/contrib/cevae/__init__.py	examples/air/viz.py	1	3	6
pyro/contrib/cevae/__init__.py	examples/baseball.py	1	3	46
pyro/contrib/cevae/__init__.py	examples/capture_recapture/cjs.py	1	3	9
pyro/contrib/cevae/__init__.py	examples/contrib/autoname/mixture.py	1	3	22
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pyro/contrib/cevae/__init__.py	examples/contrib/autoname/tree_data.py	1	3	21
pyro/contrib/cevae/__init__.py	examples/contrib/gp/sv-dkl.py	1	3	34
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pyro/contrib/cevae/__init__.py	examples/eight_schools/mcmc.py	1	3	29
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pyro/contrib/cevae/__init__.py	examples/smcfilter.py	1	3	3
pyro/contrib/cevae/__init__.py	examples/sparse_gamma_def.py	1	3	28
pyro/contrib/cevae/__init__.py	examples/sparse_regression.py	1	3	18
pyro/contrib/cevae/__init__.py	examples/vae/ss_vae_M2.py	1	3	34
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pyro/contrib/cevae/__init__.py	examples/vae/utils/vae_plots.py	1	3	4
pyro/contrib/cevae/__init__.py	examples/vae/vae.py	1	3	29
pyro/contrib/cevae/__init__.py	examples/vae/vae_comparison.py	1	3	29
pyro/contrib/cevae/__init__.py	profiler/distributions.py	1	3	11
pyro/contrib/cevae/__init__.py	profiler/hmm.py	1	3	3
pyro/contrib/cevae/__init__.py	profiler/profiling_utils.py	1	3	5
pyro/contrib/cevae/__init__.py	pyro/__init__.py	1	3	176
pyro/contrib/cevae/__init__.py	pyro/contrib/__init__.py	1	3	17
pyro/contrib/cevae/__init__.py	pyro/contrib/autoguide.py	1	3	3
pyro/contrib/cevae/__init__.py	pyro/contrib/autoname/__init__.py	1	3	5
pyro/contrib/cevae/__init__.py	pyro/contrib/autoname/named.py	1	3	5
pyro/contrib/cevae/__init__.py	pyro/contrib/autoname/scoping.py	1	3	6
pyro/contrib/cevae/__init__.py	pyro/contrib/bnn/__init__.py	1	3	3
pyro/contrib/cevae/__init__.py	pyro/contrib/bnn/hidden_layer.py	1	3	3
pyro/contrib/cevae/__init__.py	pyro/contrib/bnn/utils.py	1	3	3
pyro/contrib/conjugate/infer.py	examples/air/main.py	1	4	37
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pyro/contrib/conjugate/infer.py	examples/baseball.py	1	4	46
pyro/contrib/conjugate/infer.py	examples/capture_recapture/cjs.py	1	4	9
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pyro/contrib/conjugate/infer.py	examples/contrib/autoname/scoping_mixture.py	1	4	22
pyro/contrib/conjugate/infer.py	examples/contrib/autoname/tree_data.py	1	4	21
pyro/contrib/conjugate/infer.py	examples/contrib/cevae/synthetic.py	1	4	8
pyro/contrib/conjugate/infer.py	examples/contrib/oed/gp_bayes_opt.py	1	4	9
pyro/contrib/conjugate/infer.py	examples/contrib/timeseries/gp_models.py	1	4	10
pyro/contrib/conjugate/infer.py	examples/dmm/polyphonic_data_loader.py	1	4	16
pyro/contrib/conjugate/infer.py	examples/dmm/util.py	1	4	2
pyro/contrib/conjugate/infer.py	examples/eight_schools/data.py	1	4	3
pyro/contrib/conjugate/infer.py	examples/eight_schools/mcmc.py	1	4	29
pyro/contrib/conjugate/infer.py	examples/eight_schools/svi.py	1	4	22
pyro/contrib/conjugate/infer.py	examples/einsum.py	1	4	3
pyro/contrib/conjugate/infer.py	examples/inclined_plane.py	1	4	35
pyro/contrib/conjugate/infer.py	examples/lda.py	1	4	25
pyro/contrib/conjugate/infer.py	examples/lkj.py	1	4	20
pyro/contrib/conjugate/infer.py	examples/minipyro.py	1	4	26
pyro/contrib/conjugate/infer.py	examples/mixed_hmm/experiment.py	1	4	3
pyro/contrib/conjugate/infer.py	examples/mixed_hmm/model.py	1	4	4
pyro/contrib/conjugate/infer.py	examples/mixed_hmm/seal_data.py	1	4	5
pyro/contrib/conjugate/infer.py	examples/rsa/generics.py	1	4	19
pyro/contrib/conjugate/infer.py	examples/rsa/hyperbole.py	1	4	19
pyro/contrib/conjugate/infer.py	examples/rsa/schelling.py	1	4	19
pyro/contrib/conjugate/infer.py	examples/rsa/schelling_false.py	1	4	19
pyro/contrib/conjugate/infer.py	examples/smcfilter.py	1	4	3
pyro/contrib/conjugate/infer.py	examples/sparse_regression.py	1	4	18
pyro/contrib/conjugate/infer.py	examples/vae/utils/vae_plots.py	1	4	4
pyro/contrib/conjugate/infer.py	profiler/distributions.py	1	4	11
pyro/contrib/conjugate/infer.py	profiler/hmm.py	1	4	3
pyro/contrib/conjugate/infer.py	pyro/__init__.py	1	4	176
pyro/contrib/conjugate/infer.py	pyro/contrib/__init__.py	1	4	17
pyro/contrib/conjugate/infer.py	pyro/contrib/autoguide.py	1	4	3
pyro/contrib/conjugate/infer.py	pyro/contrib/autoname/__init__.py	1	4	5
pyro/contrib/conjugate/infer.py	pyro/contrib/bnn/__init__.py	1	4	3
pyro/contrib/conjugate/infer.py	pyro/contrib/bnn/hidden_layer.py	1	4	3
pyro/contrib/conjugate/infer.py	pyro/contrib/bnn/utils.py	1	4	3
pyro/contrib/conjugate/infer.py	pyro/contrib/cevae/__init__.py	1	4	3
pyro/contrib/conjugate/infer.py	pyro/contrib/conjugate/__init__.py	1	4	1
pyro/contrib/easyguide/__init__.py	examples/air/air.py	1	3	36
pyro/contrib/easyguide/__init__.py	examples/air/modules.py	1	3	6
pyro/contrib/easyguide/__init__.py	examples/air/viz.py	1	3	6
pyro/contrib/easyguide/__init__.py	examples/contrib/cevae/synthetic.py	1	3	8
pyro/contrib/easyguide/__init__.py	examples/contrib/oed/gp_bayes_opt.py	1	3	9
pyro/contrib/easyguide/__init__.py	examples/contrib/timeseries/gp_models.py	1	3	10
pyro/contrib/easyguide/__init__.py	examples/dmm/dmm.py	1	3	56
pyro/contrib/easyguide/__init__.py	examples/dmm/polyphonic_data_loader.py	1	3	16
pyro/contrib/easyguide/__init__.py	examples/dmm/util.py	1	3	2
pyro/contrib/easyguide/__init__.py	examples/rsa/generics.py	1	3	19
pyro/contrib/easyguide/__init__.py	examples/rsa/hyperbole.py	1	3	19
pyro/contrib/easyguide/__init__.py	examples/rsa/semantic_parsing.py	1	3	20
pyro/contrib/easyguide/__init__.py	examples/smcfilter.py	1	3	3
pyro/contrib/easyguide/__init__.py	examples/sparse_regression.py	1	3	18
pyro/contrib/easyguide/__init__.py	examples/vae/ss_vae_M2.py	1	3	34
pyro/contrib/easyguide/__init__.py	examples/vae/utils/custom_mlp.py	1	3	6
pyro/contrib/easyguide/__init__.py	examples/vae/utils/mnist_cached.py	1	3	9
pyro/contrib/easyguide/__init__.py	examples/vae/utils/vae_plots.py	1	3	4
pyro/contrib/easyguide/__init__.py	examples/vae/vae.py	1	3	29
pyro/contrib/easyguide/__init__.py	examples/vae/vae_comparison.py	1	3	29
pyro/contrib/easyguide/__init__.py	profiler/hmm.py	1	3	3
pyro/contrib/easyguide/__init__.py	pyro/contrib/autoguide.py	1	3	3
pyro/contrib/easyguide/__init__.py	pyro/contrib/autoname/scoping.py	1	3	6
pyro/contrib/easyguide/__init__.py	pyro/contrib/cevae/__init__.py	1	3	3
pyro/contrib/easyguide/__init__.py	pyro/contrib/conjugate/infer.py	1	3	4
pyro/contrib/easyguide/easyguide.py	examples/air/air.py	1	9	36
pyro/contrib/easyguide/easyguide.py	examples/air/modules.py	1	9	6
pyro/contrib/easyguide/easyguide.py	examples/air/viz.py	1	9	6
pyro/contrib/easyguide/easyguide.py	examples/contrib/cevae/synthetic.py	1	9	8
pyro/contrib/easyguide/easyguide.py	examples/contrib/oed/gp_bayes_opt.py	1	9	9
pyro/contrib/easyguide/easyguide.py	examples/contrib/timeseries/gp_models.py	1	9	10
pyro/contrib/easyguide/easyguide.py	examples/dmm/dmm.py	1	9	56
pyro/contrib/easyguide/easyguide.py	examples/dmm/util.py	1	9	2
pyro/contrib/easyguide/easyguide.py	examples/rsa/generics.py	1	9	19
pyro/contrib/easyguide/easyguide.py	examples/rsa/hyperbole.py	1	9	19
pyro/contrib/easyguide/easyguide.py	examples/rsa/semantic_parsing.py	1	9	20
pyro/contrib/easyguide/easyguide.py	examples/smcfilter.py	1	9	3
pyro/contrib/easyguide/easyguide.py	examples/vae/ss_vae_M2.py	1	9	34
pyro/contrib/easyguide/easyguide.py	examples/vae/utils/custom_mlp.py	1	9	6
pyro/contrib/easyguide/easyguide.py	examples/vae/utils/mnist_cached.py	1	9	9
pyro/contrib/easyguide/easyguide.py	examples/vae/utils/vae_plots.py	1	9	4
pyro/contrib/easyguide/easyguide.py	examples/vae/vae.py	1	9	29
pyro/contrib/easyguide/easyguide.py	profiler/hmm.py	1	9	3
pyro/contrib/easyguide/easyguide.py	pyro/contrib/autoname/scoping.py	1	9	6
pyro/contrib/easyguide/easyguide.py	pyro/contrib/cevae/__init__.py	1	9	3
pyro/contrib/easyguide/easyguide.py	pyro/contrib/conjugate/infer.py	1	9	4
pyro/contrib/epidemiology/__init__.py	examples/sir_hmc.py	1	13	11
pyro/contrib/epidemiology/__init__.py	pyro/contrib/__init__.py	1	13	17
pyro/contrib/epidemiology/compartmental.py	pyro/contrib/__init__.py	1	33	17
pyro/contrib/epidemiology/distributions.py	examples/sir_hmc.py	1	9	11
pyro/contrib/epidemiology/util.py	pyro/contrib/__init__.py	1	8	17
pyro/contrib/examples/__init__.py	examples/air/viz.py	1	1	6
pyro/contrib/examples/__init__.py	examples/dmm/dmm.py	1	1	56
pyro/contrib/examples/__init__.py	examples/vae/ss_vae_M2.py	1	1	34
pyro/contrib/examples/__init__.py	examples/vae/utils/__init__.py	1	1	1
pyro/contrib/examples/__init__.py	examples/vae/utils/custom_mlp.py	1	1	6
pyro/contrib/examples/__init__.py	examples/vae/utils/mnist_cached.py	1	1	9
pyro/contrib/examples/__init__.py	examples/vae/utils/vae_plots.py	1	1	4
pyro/contrib/examples/__init__.py	examples/vae/vae.py	1	1	29
pyro/contrib/examples/__init__.py	examples/vae/vae_comparison.py	1	1	29
pyro/contrib/examples/bart.py	examples/air/air.py	1	6	36
pyro/contrib/examples/bart.py	examples/air/main.py	1	6	37
pyro/contrib/examples/bart.py	examples/air/modules.py	1	6	6
pyro/contrib/examples/bart.py	examples/air/viz.py	1	6	6
pyro/contrib/examples/bart.py	examples/baseball.py	1	6	46
pyro/contrib/examples/bart.py	examples/capture_recapture/cjs.py	1	6	9
pyro/contrib/examples/bart.py	examples/contrib/autoname/mixture.py	1	6	22
pyro/contrib/examples/bart.py	examples/contrib/autoname/scoping_mixture.py	1	6	22
pyro/contrib/examples/bart.py	examples/contrib/autoname/tree_data.py	1	6	21
pyro/contrib/examples/bart.py	examples/contrib/cevae/synthetic.py	1	6	8
pyro/contrib/examples/bart.py	examples/contrib/gp/sv-dkl.py	1	6	34
pyro/contrib/examples/bart.py	examples/contrib/oed/gp_bayes_opt.py	1	6	9
pyro/contrib/examples/bart.py	examples/contrib/timeseries/gp_models.py	1	6	10
pyro/contrib/examples/bart.py	examples/dmm/dmm.py	1	6	56
pyro/contrib/examples/bart.py	examples/dmm/polyphonic_data_loader.py	1	6	16
pyro/contrib/examples/bart.py	examples/dmm/util.py	1	6	2
pyro/contrib/examples/bart.py	examples/eight_schools/data.py	1	6	3
pyro/contrib/examples/bart.py	examples/eight_schools/mcmc.py	1	6	29
pyro/contrib/examples/bart.py	examples/eight_schools/svi.py	1	6	22
pyro/contrib/examples/bart.py	examples/einsum.py	1	6	3
pyro/contrib/examples/bart.py	examples/hmm.py	1	6	45
pyro/contrib/examples/bart.py	examples/inclined_plane.py	1	6	35
pyro/contrib/examples/bart.py	examples/lda.py	1	6	25
pyro/contrib/examples/bart.py	examples/lkj.py	1	6	20
pyro/contrib/examples/bart.py	examples/minipyro.py	1	6	26
pyro/contrib/examples/bart.py	examples/mixed_hmm/experiment.py	1	6	3
pyro/contrib/examples/bart.py	examples/mixed_hmm/model.py	1	6	4
pyro/contrib/examples/bart.py	examples/mixed_hmm/seal_data.py	1	6	5
pyro/contrib/examples/bart.py	examples/rsa/generics.py	1	6	19
pyro/contrib/examples/bart.py	examples/rsa/hyperbole.py	1	6	19
pyro/contrib/examples/bart.py	examples/rsa/schelling.py	1	6	19
pyro/contrib/examples/bart.py	examples/rsa/schelling_false.py	1	6	19
pyro/contrib/examples/bart.py	examples/rsa/search_inference.py	1	6	9
pyro/contrib/examples/bart.py	examples/rsa/semantic_parsing.py	1	6	20
pyro/contrib/examples/bart.py	examples/smcfilter.py	1	6	3
pyro/contrib/examples/bart.py	examples/sparse_gamma_def.py	1	6	28
pyro/contrib/examples/bart.py	examples/sparse_regression.py	1	6	18
pyro/contrib/examples/bart.py	examples/vae/ss_vae_M2.py	1	6	34
pyro/contrib/examples/bart.py	examples/vae/utils/custom_mlp.py	1	6	6
pyro/contrib/examples/bart.py	examples/vae/utils/mnist_cached.py	1	6	9
pyro/contrib/examples/bart.py	examples/vae/utils/vae_plots.py	1	6	4
pyro/contrib/examples/bart.py	examples/vae/vae.py	1	6	29
pyro/contrib/examples/bart.py	examples/vae/vae_comparison.py	1	6	29
pyro/contrib/examples/bart.py	profiler/distributions.py	1	6	11
pyro/contrib/examples/bart.py	profiler/hmm.py	1	6	3
pyro/contrib/examples/bart.py	profiler/profiling_utils.py	1	6	5
pyro/contrib/examples/bart.py	pyro/__init__.py	1	6	176
pyro/contrib/examples/bart.py	pyro/contrib/__init__.py	1	6	17
pyro/contrib/examples/bart.py	pyro/contrib/autoguide.py	1	6	3
pyro/contrib/examples/bart.py	pyro/contrib/autoname/__init__.py	1	6	5
pyro/contrib/examples/bart.py	pyro/contrib/autoname/named.py	1	6	5
pyro/contrib/examples/bart.py	pyro/contrib/autoname/scoping.py	1	6	6
pyro/contrib/examples/bart.py	pyro/contrib/bnn/__init__.py	1	6	3
pyro/contrib/examples/bart.py	pyro/contrib/bnn/hidden_layer.py	1	6	3
pyro/contrib/examples/bart.py	pyro/contrib/bnn/utils.py	1	6	3
pyro/contrib/examples/bart.py	pyro/contrib/cevae/__init__.py	1	6	3
pyro/contrib/examples/bart.py	pyro/contrib/conjugate/infer.py	1	6	4
pyro/contrib/examples/bart.py	pyro/contrib/easyguide/__init__.py	1	6	3
pyro/contrib/examples/bart.py	pyro/contrib/easyguide/easyguide.py	1	6	9
pyro/contrib/examples/finance.py	pyro/contrib/examples/bart.py	1	2	6
pyro/contrib/examples/multi_mnist.py	examples/air/air.py	1	3	36
pyro/contrib/examples/multi_mnist.py	examples/air/modules.py	1	3	6
pyro/contrib/examples/multi_mnist.py	examples/air/viz.py	1	3	6
pyro/contrib/examples/multi_mnist.py	examples/baseball.py	1	3	46
pyro/contrib/examples/multi_mnist.py	examples/capture_recapture/cjs.py	1	3	9
pyro/contrib/examples/multi_mnist.py	examples/contrib/autoname/mixture.py	1	3	22
pyro/contrib/examples/multi_mnist.py	examples/contrib/autoname/scoping_mixture.py	1	3	22
pyro/contrib/examples/multi_mnist.py	examples/contrib/autoname/tree_data.py	1	3	21
pyro/contrib/examples/multi_mnist.py	examples/contrib/cevae/synthetic.py	1	3	8
pyro/contrib/examples/multi_mnist.py	examples/contrib/gp/sv-dkl.py	1	3	34
pyro/contrib/examples/multi_mnist.py	examples/contrib/oed/gp_bayes_opt.py	1	3	9
pyro/contrib/examples/multi_mnist.py	examples/contrib/timeseries/gp_models.py	1	3	10
pyro/contrib/examples/multi_mnist.py	examples/dmm/dmm.py	1	3	56
pyro/contrib/examples/multi_mnist.py	examples/dmm/polyphonic_data_loader.py	1	3	16
pyro/contrib/examples/multi_mnist.py	examples/dmm/util.py	1	3	2
pyro/contrib/examples/multi_mnist.py	examples/eight_schools/data.py	1	3	3
pyro/contrib/examples/multi_mnist.py	examples/eight_schools/mcmc.py	1	3	29
pyro/contrib/examples/multi_mnist.py	examples/eight_schools/svi.py	1	3	22
pyro/contrib/examples/multi_mnist.py	examples/einsum.py	1	3	3
pyro/contrib/examples/multi_mnist.py	examples/hmm.py	1	3	45
pyro/contrib/examples/multi_mnist.py	examples/inclined_plane.py	1	3	35
pyro/contrib/examples/multi_mnist.py	examples/lda.py	1	3	25
pyro/contrib/examples/multi_mnist.py	examples/lkj.py	1	3	20
pyro/contrib/examples/multi_mnist.py	examples/minipyro.py	1	3	26
pyro/contrib/examples/multi_mnist.py	examples/mixed_hmm/experiment.py	1	3	3
pyro/contrib/examples/multi_mnist.py	examples/mixed_hmm/model.py	1	3	4
pyro/contrib/examples/multi_mnist.py	examples/mixed_hmm/seal_data.py	1	3	5
pyro/contrib/examples/multi_mnist.py	examples/rsa/generics.py	1	3	19
pyro/contrib/examples/multi_mnist.py	examples/rsa/hyperbole.py	1	3	19
pyro/contrib/examples/multi_mnist.py	examples/rsa/schelling.py	1	3	19
pyro/contrib/examples/multi_mnist.py	examples/rsa/schelling_false.py	1	3	19
pyro/contrib/examples/multi_mnist.py	examples/rsa/search_inference.py	1	3	9
pyro/contrib/examples/multi_mnist.py	examples/rsa/semantic_parsing.py	1	3	20
pyro/contrib/examples/multi_mnist.py	examples/smcfilter.py	1	3	3
pyro/contrib/examples/multi_mnist.py	examples/sparse_gamma_def.py	1	3	28
pyro/contrib/examples/multi_mnist.py	examples/sparse_regression.py	1	3	18
pyro/contrib/examples/multi_mnist.py	examples/vae/ss_vae_M2.py	1	3	34
pyro/contrib/examples/multi_mnist.py	examples/vae/utils/custom_mlp.py	1	3	6
pyro/contrib/examples/multi_mnist.py	examples/vae/utils/mnist_cached.py	1	3	9
pyro/contrib/examples/multi_mnist.py	examples/vae/utils/vae_plots.py	1	3	4
pyro/contrib/examples/multi_mnist.py	examples/vae/vae.py	1	3	29
pyro/contrib/examples/multi_mnist.py	examples/vae/vae_comparison.py	1	3	29
pyro/contrib/examples/multi_mnist.py	profiler/distributions.py	1	3	11
pyro/contrib/examples/multi_mnist.py	profiler/hmm.py	1	3	3
pyro/contrib/examples/multi_mnist.py	profiler/profiling_utils.py	1	3	5
pyro/contrib/examples/multi_mnist.py	pyro/__init__.py	1	3	176
pyro/contrib/examples/multi_mnist.py	pyro/contrib/__init__.py	1	3	17
pyro/contrib/examples/multi_mnist.py	pyro/contrib/autoguide.py	1	3	3
pyro/contrib/examples/multi_mnist.py	pyro/contrib/autoname/__init__.py	1	3	5
pyro/contrib/examples/multi_mnist.py	pyro/contrib/autoname/named.py	1	3	5
pyro/contrib/examples/multi_mnist.py	pyro/contrib/autoname/scoping.py	1	3	6
pyro/contrib/examples/multi_mnist.py	pyro/contrib/bnn/__init__.py	1	3	3
pyro/contrib/examples/multi_mnist.py	pyro/contrib/bnn/hidden_layer.py	1	3	3
pyro/contrib/examples/multi_mnist.py	pyro/contrib/bnn/utils.py	1	3	3
pyro/contrib/examples/multi_mnist.py	pyro/contrib/cevae/__init__.py	1	3	3
pyro/contrib/examples/multi_mnist.py	pyro/contrib/conjugate/infer.py	1	3	4
pyro/contrib/examples/multi_mnist.py	pyro/contrib/easyguide/__init__.py	1	3	3
pyro/contrib/examples/multi_mnist.py	pyro/contrib/easyguide/easyguide.py	1	3	9
pyro/contrib/examples/multi_mnist.py	pyro/contrib/examples/bart.py	1	3	6
pyro/contrib/examples/util.py	pyro/contrib/examples/finance.py	1	9	2
pyro/contrib/examples/util.py	examples/air/air.py	1	9	36
pyro/contrib/examples/util.py	examples/air/modules.py	1	9	6
pyro/contrib/examples/util.py	examples/contrib/cevae/synthetic.py	1	9	8
pyro/contrib/examples/util.py	examples/contrib/oed/gp_bayes_opt.py	1	9	9
pyro/contrib/examples/util.py	examples/contrib/timeseries/gp_models.py	1	9	10
pyro/contrib/examples/util.py	examples/dmm/util.py	1	9	2
pyro/contrib/examples/util.py	examples/rsa/generics.py	1	9	19
pyro/contrib/examples/util.py	examples/rsa/hyperbole.py	1	9	19
pyro/contrib/examples/util.py	examples/rsa/semantic_parsing.py	1	9	20
pyro/contrib/examples/util.py	examples/smcfilter.py	1	9	3
pyro/contrib/examples/util.py	examples/sparse_regression.py	1	9	18
pyro/contrib/examples/util.py	profiler/hmm.py	1	9	3
pyro/contrib/examples/util.py	pyro/contrib/autoguide.py	1	9	3
pyro/contrib/examples/util.py	pyro/contrib/autoname/scoping.py	1	9	6
pyro/contrib/examples/util.py	pyro/contrib/cevae/__init__.py	1	9	3
pyro/contrib/examples/util.py	pyro/contrib/conjugate/infer.py	1	9	4
pyro/contrib/examples/util.py	pyro/contrib/examples/multi_mnist.py	1	9	3
pyro/contrib/examples/util.py	examples/vae/utils/__init__.py	1	9	1
pyro/contrib/examples/util.py	pyro/contrib/examples/__init__.py	1	9	1
pyro/contrib/forecast/__init__.py	examples/neutra.py	1	3	6
pyro/contrib/forecast/evaluate.py	examples/contrib/forecast/bart.py	1	8	6
pyro/contrib/forecast/evaluate.py	pyro/contrib/__init__.py	1	8	17
pyro/contrib/forecast/forecaster.py	pyro/__init__.py	1	14	176
pyro/contrib/forecast/forecaster.py	pyro/contrib/__init__.py	1	14	17
pyro/contrib/forecast/forecaster.py	examples/neutra.py	1	14	6
pyro/contrib/forecast/util.py	pyro/contrib/forecast/evaluate.py	1	9	8
pyro/contrib/forecast/util.py	examples/neutra.py	1	9	6
pyro/contrib/forecast/util.py	pyro/contrib/forecast/__init__.py	1	9	3
pyro/contrib/funsor/__init__.py	pyro/contrib/__init__.py	1	3	17
pyro/contrib/funsor/handlers/__init__.py	pyro/contrib/__init__.py	1	3	17
pyro/contrib/funsor/handlers/enum_messenger.py	pyro/contrib/funsor/__init__.py	1	4	3
pyro/contrib/funsor/handlers/enum_messenger.py	pyro/contrib/funsor/handlers/__init__.py	1	4	3
pyro/contrib/funsor/handlers/named_messenger.py	pyro/contrib/__init__.py	1	2	17
pyro/contrib/funsor/handlers/named_messenger.py	pyro/contrib/funsor/__init__.py	1	2	3
pyro/contrib/funsor/handlers/named_messenger.py	pyro/contrib/funsor/handlers/__init__.py	1	2	3
pyro/contrib/funsor/handlers/plate_messenger.py	pyro/contrib/funsor/handlers/__init__.py	1	4	3
pyro/contrib/funsor/handlers/primitives.py	pyro/contrib/__init__.py	1	1	17
pyro/contrib/funsor/handlers/primitives.py	pyro/contrib/funsor/__init__.py	1	1	3
pyro/contrib/funsor/handlers/primitives.py	pyro/contrib/funsor/handlers/__init__.py	1	1	3
pyro/contrib/funsor/handlers/primitives.py	pyro/contrib/funsor/handlers/named_messenger.py	1	1	2
pyro/contrib/funsor/handlers/replay_messenger.py	pyro/contrib/funsor/handlers/plate_messenger.py	1	2	4
pyro/contrib/funsor/handlers/replay_messenger.py	pyro/contrib/funsor/handlers/__init__.py	1	2	3
pyro/contrib/funsor/handlers/replay_messenger.py	pyro/contrib/funsor/handlers/enum_messenger.py	1	2	4
pyro/contrib/funsor/handlers/runtime.py	pyro/contrib/__init__.py	1	1	17
pyro/contrib/funsor/handlers/runtime.py	pyro/contrib/funsor/__init__.py	1	1	3
pyro/contrib/funsor/handlers/runtime.py	pyro/contrib/funsor/handlers/__init__.py	1	1	3
pyro/contrib/funsor/handlers/runtime.py	pyro/contrib/funsor/handlers/named_messenger.py	1	1	2
pyro/contrib/funsor/handlers/runtime.py	pyro/contrib/funsor/handlers/primitives.py	1	1	1
pyro/contrib/funsor/handlers/trace_messenger.py	pyro/contrib/funsor/handlers/plate_messenger.py	1	2	4
pyro/contrib/funsor/handlers/trace_messenger.py	pyro/contrib/funsor/handlers/__init__.py	1	2	3
pyro/contrib/funsor/handlers/trace_messenger.py	pyro/contrib/funsor/handlers/replay_messenger.py	1	2	2
pyro/contrib/funsor/infer/__init__.py	pyro/contrib/funsor/handlers/replay_messenger.py	1	4	2
pyro/contrib/funsor/infer/__init__.py	pyro/contrib/__init__.py	1	4	17
pyro/contrib/funsor/infer/__init__.py	pyro/contrib/funsor/handlers/__init__.py	1	4	3
pyro/contrib/funsor/infer/__init__.py	pyro/contrib/funsor/handlers/named_messenger.py	1	4	2
pyro/contrib/funsor/infer/__init__.py	pyro/contrib/funsor/handlers/primitives.py	1	4	1
pyro/contrib/funsor/infer/__init__.py	pyro/contrib/funsor/handlers/runtime.py	1	4	1
pyro/contrib/funsor/infer/elbo.py	pyro/contrib/funsor/__init__.py	1	1	3
pyro/contrib/funsor/infer/elbo.py	pyro/contrib/funsor/handlers/enum_messenger.py	1	1	4
pyro/contrib/funsor/infer/elbo.py	pyro/contrib/funsor/handlers/plate_messenger.py	1	1	4
pyro/contrib/funsor/infer/elbo.py	pyro/contrib/funsor/infer/__init__.py	1	1	4
pyro/contrib/funsor/infer/trace_elbo.py	pyro/contrib/funsor/__init__.py	1	1	3
pyro/contrib/funsor/infer/trace_elbo.py	pyro/contrib/funsor/handlers/enum_messenger.py	1	1	4
pyro/contrib/funsor/infer/trace_elbo.py	pyro/contrib/funsor/handlers/plate_messenger.py	1	1	4
pyro/contrib/funsor/infer/trace_elbo.py	pyro/contrib/funsor/infer/__init__.py	1	1	4
pyro/contrib/funsor/infer/trace_elbo.py	pyro/contrib/funsor/infer/elbo.py	1	1	1
pyro/contrib/funsor/infer/traceenum_elbo.py	pyro/contrib/funsor/__init__.py	1	3	3
pyro/contrib/funsor/infer/traceenum_elbo.py	pyro/contrib/funsor/infer/elbo.py	1	3	1
pyro/contrib/funsor/infer/traceenum_elbo.py	pyro/contrib/funsor/infer/trace_elbo.py	1	3	1
pyro/contrib/funsor/infer/traceenum_elbo.py	pyro/contrib/funsor/handlers/trace_messenger.py	1	3	2
pyro/contrib/funsor/infer/traceenum_elbo.py	pyro/contrib/funsor/handlers/replay_messenger.py	1	3	2
pyro/contrib/funsor/infer/tracetmc_elbo.py	pyro/contrib/funsor/__init__.py	1	3	3
pyro/contrib/funsor/infer/tracetmc_elbo.py	pyro/contrib/funsor/infer/elbo.py	1	3	1
pyro/contrib/funsor/infer/tracetmc_elbo.py	pyro/contrib/funsor/infer/trace_elbo.py	1	3	1
pyro/contrib/funsor/infer/tracetmc_elbo.py	pyro/contrib/funsor/handlers/replay_messenger.py	1	3	2
pyro/contrib/gp/__init__.py	examples/air/modules.py	1	14	6
pyro/contrib/gp/__init__.py	examples/air/viz.py	1	14	6
pyro/contrib/gp/__init__.py	examples/contrib/cevae/synthetic.py	1	14	8
pyro/contrib/gp/__init__.py	examples/contrib/oed/gp_bayes_opt.py	1	14	9
pyro/contrib/gp/__init__.py	examples/contrib/timeseries/gp_models.py	1	14	10
pyro/contrib/gp/__init__.py	examples/dmm/dmm.py	1	14	56
pyro/contrib/gp/__init__.py	examples/dmm/util.py	1	14	2
pyro/contrib/gp/__init__.py	examples/rsa/generics.py	1	14	19
pyro/contrib/gp/__init__.py	examples/rsa/hyperbole.py	1	14	19
pyro/contrib/gp/__init__.py	examples/rsa/semantic_parsing.py	1	14	20
pyro/contrib/gp/__init__.py	examples/smcfilter.py	1	14	3
pyro/contrib/gp/__init__.py	examples/sparse_regression.py	1	14	18
pyro/contrib/gp/__init__.py	examples/vae/utils/vae_plots.py	1	14	4
pyro/contrib/gp/__init__.py	examples/vae/vae.py	1	14	29
pyro/contrib/gp/__init__.py	profiler/hmm.py	1	14	3
pyro/contrib/gp/__init__.py	pyro/contrib/autoguide.py	1	14	3
pyro/contrib/gp/__init__.py	pyro/contrib/autoname/scoping.py	1	14	6
pyro/contrib/gp/__init__.py	pyro/contrib/cevae/__init__.py	1	14	3
pyro/contrib/gp/__init__.py	pyro/contrib/conjugate/infer.py	1	14	4
pyro/contrib/gp/__init__.py	pyro/contrib/examples/bart.py	1	14	6
pyro/contrib/gp/__init__.py	pyro/contrib/examples/multi_mnist.py	1	14	3
pyro/contrib/gp/kernels/__init__.py	examples/air/modules.py	1	12	6
pyro/contrib/gp/kernels/__init__.py	examples/air/viz.py	1	12	6
pyro/contrib/gp/kernels/__init__.py	examples/contrib/cevae/synthetic.py	1	12	8
pyro/contrib/gp/kernels/__init__.py	examples/contrib/oed/gp_bayes_opt.py	1	12	9
pyro/contrib/gp/kernels/__init__.py	examples/contrib/timeseries/gp_models.py	1	12	10
pyro/contrib/gp/kernels/__init__.py	examples/dmm/dmm.py	1	12	56
pyro/contrib/gp/kernels/__init__.py	examples/dmm/util.py	1	12	2
pyro/contrib/gp/kernels/__init__.py	examples/rsa/generics.py	1	12	19
pyro/contrib/gp/kernels/__init__.py	examples/rsa/hyperbole.py	1	12	19
pyro/contrib/gp/kernels/__init__.py	examples/rsa/semantic_parsing.py	1	12	20
pyro/contrib/gp/kernels/__init__.py	examples/smcfilter.py	1	12	3
pyro/contrib/gp/kernels/__init__.py	examples/sparse_regression.py	1	12	18
pyro/contrib/gp/kernels/__init__.py	examples/vae/utils/vae_plots.py	1	12	4
pyro/contrib/gp/kernels/__init__.py	examples/vae/vae.py	1	12	29
pyro/contrib/gp/kernels/__init__.py	profiler/hmm.py	1	12	3
pyro/contrib/gp/kernels/__init__.py	pyro/contrib/autoguide.py	1	12	3
pyro/contrib/gp/kernels/__init__.py	pyro/contrib/autoname/scoping.py	1	12	6
pyro/contrib/gp/kernels/__init__.py	pyro/contrib/cevae/__init__.py	1	12	3
pyro/contrib/gp/kernels/__init__.py	pyro/contrib/conjugate/infer.py	1	12	4
pyro/contrib/gp/kernels/__init__.py	pyro/contrib/examples/bart.py	1	12	6
pyro/contrib/gp/kernels/__init__.py	pyro/contrib/examples/multi_mnist.py	1	12	3
pyro/contrib/gp/kernels/brownian.py	examples/air/viz.py	1	12	6
pyro/contrib/gp/kernels/brownian.py	examples/contrib/cevae/synthetic.py	1	12	8
pyro/contrib/gp/kernels/brownian.py	examples/contrib/timeseries/gp_models.py	1	12	10
pyro/contrib/gp/kernels/brownian.py	examples/dmm/polyphonic_data_loader.py	1	12	16
pyro/contrib/gp/kernels/brownian.py	examples/dmm/util.py	1	12	2
pyro/contrib/gp/kernels/brownian.py	examples/rsa/generics.py	1	12	19
pyro/contrib/gp/kernels/brownian.py	examples/rsa/hyperbole.py	1	12	19
pyro/contrib/gp/kernels/brownian.py	examples/smcfilter.py	1	12	3
pyro/contrib/gp/kernels/brownian.py	examples/sparse_regression.py	1	12	18
pyro/contrib/gp/kernels/brownian.py	examples/vae/utils/vae_plots.py	1	12	4
pyro/contrib/gp/kernels/brownian.py	profiler/hmm.py	1	12	3
pyro/contrib/gp/kernels/brownian.py	pyro/contrib/autoguide.py	1	12	3
pyro/contrib/gp/kernels/brownian.py	pyro/contrib/cevae/__init__.py	1	12	3
pyro/contrib/gp/kernels/brownian.py	pyro/contrib/examples/bart.py	1	12	6
pyro/contrib/gp/kernels/brownian.py	pyro/contrib/examples/multi_mnist.py	1	12	3
pyro/contrib/gp/kernels/coregionalize.py	examples/air/viz.py	1	9	6
pyro/contrib/gp/kernels/coregionalize.py	examples/contrib/cevae/synthetic.py	1	9	8
pyro/contrib/gp/kernels/coregionalize.py	examples/contrib/timeseries/gp_models.py	1	9	10
pyro/contrib/gp/kernels/coregionalize.py	examples/dmm/polyphonic_data_loader.py	1	9	16
pyro/contrib/gp/kernels/coregionalize.py	examples/dmm/util.py	1	9	2
pyro/contrib/gp/kernels/coregionalize.py	examples/rsa/generics.py	1	9	19
pyro/contrib/gp/kernels/coregionalize.py	examples/rsa/hyperbole.py	1	9	19
pyro/contrib/gp/kernels/coregionalize.py	examples/smcfilter.py	1	9	3
pyro/contrib/gp/kernels/coregionalize.py	examples/sparse_regression.py	1	9	18
pyro/contrib/gp/kernels/coregionalize.py	examples/vae/utils/vae_plots.py	1	9	4
pyro/contrib/gp/kernels/coregionalize.py	profiler/hmm.py	1	9	3
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/autoguide.py	1	9	3
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/cevae/__init__.py	1	9	3
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/examples/bart.py	1	9	6
pyro/contrib/gp/kernels/coregionalize.py	pyro/contrib/examples/multi_mnist.py	1	9	3
pyro/contrib/gp/kernels/dot_product.py	examples/air/viz.py	1	13	6
pyro/contrib/gp/kernels/dot_product.py	examples/contrib/cevae/synthetic.py	1	13	8
pyro/contrib/gp/kernels/dot_product.py	examples/contrib/timeseries/gp_models.py	1	13	10
pyro/contrib/gp/kernels/dot_product.py	examples/dmm/polyphonic_data_loader.py	1	13	16
pyro/contrib/gp/kernels/dot_product.py	examples/dmm/util.py	1	13	2
pyro/contrib/gp/kernels/dot_product.py	examples/rsa/generics.py	1	13	19
pyro/contrib/gp/kernels/dot_product.py	examples/rsa/hyperbole.py	1	13	19
pyro/contrib/gp/kernels/dot_product.py	examples/smcfilter.py	1	13	3
pyro/contrib/gp/kernels/dot_product.py	examples/sparse_regression.py	1	13	18
pyro/contrib/gp/kernels/dot_product.py	examples/vae/utils/vae_plots.py	1	13	4
pyro/contrib/gp/kernels/dot_product.py	profiler/hmm.py	1	13	3
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/autoguide.py	1	13	3
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/cevae/__init__.py	1	13	3
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/examples/bart.py	1	13	6
pyro/contrib/gp/kernels/dot_product.py	pyro/contrib/examples/multi_mnist.py	1	13	3
pyro/contrib/gp/kernels/isotropic.py	examples/air/viz.py	1	14	6
pyro/contrib/gp/kernels/isotropic.py	examples/contrib/cevae/synthetic.py	1	14	8
pyro/contrib/gp/kernels/isotropic.py	examples/contrib/timeseries/gp_models.py	1	14	10
pyro/contrib/gp/kernels/isotropic.py	examples/dmm/util.py	1	14	2
pyro/contrib/gp/kernels/isotropic.py	examples/rsa/generics.py	1	14	19
pyro/contrib/gp/kernels/isotropic.py	examples/rsa/hyperbole.py	1	14	19
pyro/contrib/gp/kernels/isotropic.py	examples/smcfilter.py	1	14	3
pyro/contrib/gp/kernels/isotropic.py	examples/sparse_regression.py	1	14	18
pyro/contrib/gp/kernels/isotropic.py	examples/vae/utils/vae_plots.py	1	14	4
pyro/contrib/gp/kernels/isotropic.py	profiler/hmm.py	1	14	3
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/autoguide.py	1	14	3
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/cevae/__init__.py	1	14	3
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/examples/bart.py	1	14	6
pyro/contrib/gp/kernels/isotropic.py	pyro/contrib/examples/multi_mnist.py	1	14	3
pyro/contrib/gp/kernels/kernel.py	examples/air/viz.py	1	22	6
pyro/contrib/gp/kernels/kernel.py	examples/contrib/cevae/synthetic.py	1	22	8
pyro/contrib/gp/kernels/kernel.py	examples/contrib/timeseries/gp_models.py	1	22	10
pyro/contrib/gp/kernels/kernel.py	examples/dmm/util.py	1	22	2
pyro/contrib/gp/kernels/kernel.py	examples/rsa/generics.py	1	22	19
pyro/contrib/gp/kernels/kernel.py	examples/rsa/hyperbole.py	1	22	19
pyro/contrib/gp/kernels/kernel.py	examples/smcfilter.py	1	22	3
pyro/contrib/gp/kernels/kernel.py	examples/sparse_regression.py	1	22	18
pyro/contrib/gp/kernels/kernel.py	examples/vae/utils/vae_plots.py	1	22	4
pyro/contrib/gp/kernels/kernel.py	profiler/hmm.py	1	22	3
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/autoguide.py	1	22	3
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/cevae/__init__.py	1	22	3
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/examples/bart.py	1	22	6
pyro/contrib/gp/kernels/kernel.py	pyro/contrib/examples/multi_mnist.py	1	22	3
pyro/contrib/gp/kernels/periodic.py	examples/air/viz.py	1	12	6
pyro/contrib/gp/kernels/periodic.py	examples/contrib/cevae/synthetic.py	1	12	8
pyro/contrib/gp/kernels/periodic.py	examples/contrib/timeseries/gp_models.py	1	12	10
pyro/contrib/gp/kernels/periodic.py	examples/dmm/util.py	1	12	2
pyro/contrib/gp/kernels/periodic.py	examples/rsa/generics.py	1	12	19
pyro/contrib/gp/kernels/periodic.py	examples/rsa/hyperbole.py	1	12	19
pyro/contrib/gp/kernels/periodic.py	examples/smcfilter.py	1	12	3
pyro/contrib/gp/kernels/periodic.py	examples/sparse_regression.py	1	12	18
pyro/contrib/gp/kernels/periodic.py	examples/vae/utils/vae_plots.py	1	12	4
pyro/contrib/gp/kernels/periodic.py	profiler/hmm.py	1	12	3
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/autoguide.py	1	12	3
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/cevae/__init__.py	1	12	3
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/examples/bart.py	1	12	6
pyro/contrib/gp/kernels/periodic.py	pyro/contrib/examples/multi_mnist.py	1	12	3
pyro/contrib/gp/kernels/static.py	examples/air/viz.py	1	13	6
pyro/contrib/gp/kernels/static.py	examples/contrib/cevae/synthetic.py	1	13	8
pyro/contrib/gp/kernels/static.py	examples/contrib/timeseries/gp_models.py	1	13	10
pyro/contrib/gp/kernels/static.py	examples/dmm/polyphonic_data_loader.py	1	13	16
pyro/contrib/gp/kernels/static.py	examples/dmm/util.py	1	13	2
pyro/contrib/gp/kernels/static.py	examples/rsa/generics.py	1	13	19
pyro/contrib/gp/kernels/static.py	examples/rsa/hyperbole.py	1	13	19
pyro/contrib/gp/kernels/static.py	examples/smcfilter.py	1	13	3
pyro/contrib/gp/kernels/static.py	examples/sparse_regression.py	1	13	18
pyro/contrib/gp/kernels/static.py	examples/vae/utils/vae_plots.py	1	13	4
pyro/contrib/gp/kernels/static.py	profiler/hmm.py	1	13	3
pyro/contrib/gp/kernels/static.py	pyro/contrib/autoguide.py	1	13	3
pyro/contrib/gp/kernels/static.py	pyro/contrib/cevae/__init__.py	1	13	3
pyro/contrib/gp/kernels/static.py	pyro/contrib/examples/bart.py	1	13	6
pyro/contrib/gp/kernels/static.py	pyro/contrib/examples/multi_mnist.py	1	13	3
pyro/contrib/gp/likelihoods/__init__.py	examples/air/air.py	1	8	36
pyro/contrib/gp/likelihoods/__init__.py	examples/air/modules.py	1	8	6
pyro/contrib/gp/likelihoods/__init__.py	examples/air/viz.py	1	8	6
pyro/contrib/gp/likelihoods/__init__.py	examples/contrib/cevae/synthetic.py	1	8	8
pyro/contrib/gp/likelihoods/__init__.py	examples/contrib/oed/gp_bayes_opt.py	1	8	9
pyro/contrib/gp/likelihoods/__init__.py	examples/contrib/timeseries/gp_models.py	1	8	10
pyro/contrib/gp/likelihoods/__init__.py	examples/dmm/dmm.py	1	8	56
pyro/contrib/gp/likelihoods/__init__.py	examples/dmm/polyphonic_data_loader.py	1	8	16
pyro/contrib/gp/likelihoods/__init__.py	examples/dmm/util.py	1	8	2
pyro/contrib/gp/likelihoods/__init__.py	examples/rsa/generics.py	1	8	19
pyro/contrib/gp/likelihoods/__init__.py	examples/rsa/hyperbole.py	1	8	19
pyro/contrib/gp/likelihoods/__init__.py	examples/rsa/semantic_parsing.py	1	8	20
pyro/contrib/gp/likelihoods/__init__.py	examples/smcfilter.py	1	8	3
pyro/contrib/gp/likelihoods/__init__.py	examples/sparse_regression.py	1	8	18
pyro/contrib/gp/likelihoods/__init__.py	examples/vae/ss_vae_M2.py	1	8	34
pyro/contrib/gp/likelihoods/__init__.py	examples/vae/utils/custom_mlp.py	1	8	6
pyro/contrib/gp/likelihoods/__init__.py	examples/vae/utils/mnist_cached.py	1	8	9
pyro/contrib/gp/likelihoods/__init__.py	examples/vae/utils/vae_plots.py	1	8	4
pyro/contrib/gp/likelihoods/__init__.py	examples/vae/vae.py	1	8	29
pyro/contrib/gp/likelihoods/__init__.py	examples/vae/vae_comparison.py	1	8	29
pyro/contrib/gp/likelihoods/__init__.py	profiler/hmm.py	1	8	3
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/autoguide.py	1	8	3
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/autoname/scoping.py	1	8	6
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/cevae/__init__.py	1	8	3
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/conjugate/infer.py	1	8	4
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/examples/bart.py	1	8	6
pyro/contrib/gp/likelihoods/__init__.py	pyro/contrib/examples/multi_mnist.py	1	8	3
pyro/contrib/gp/likelihoods/binary.py	examples/air/viz.py	1	17	6
pyro/contrib/gp/likelihoods/binary.py	examples/contrib/cevae/synthetic.py	1	17	8
pyro/contrib/gp/likelihoods/binary.py	examples/contrib/timeseries/gp_models.py	1	17	10
pyro/contrib/gp/likelihoods/binary.py	examples/dmm/polyphonic_data_loader.py	1	17	16
pyro/contrib/gp/likelihoods/binary.py	examples/dmm/util.py	1	17	2
pyro/contrib/gp/likelihoods/binary.py	examples/rsa/generics.py	1	17	19
pyro/contrib/gp/likelihoods/binary.py	examples/rsa/hyperbole.py	1	17	19
pyro/contrib/gp/likelihoods/binary.py	examples/smcfilter.py	1	17	3
pyro/contrib/gp/likelihoods/binary.py	examples/sparse_regression.py	1	17	18
pyro/contrib/gp/likelihoods/binary.py	examples/vae/utils/vae_plots.py	1	17	4
pyro/contrib/gp/likelihoods/binary.py	profiler/hmm.py	1	17	3
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/autoguide.py	1	17	3
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/cevae/__init__.py	1	17	3
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/examples/bart.py	1	17	6
pyro/contrib/gp/likelihoods/binary.py	pyro/contrib/examples/multi_mnist.py	1	17	3
pyro/contrib/gp/likelihoods/gaussian.py	examples/air/viz.py	1	18	6
pyro/contrib/gp/likelihoods/gaussian.py	examples/contrib/cevae/synthetic.py	1	18	8
pyro/contrib/gp/likelihoods/gaussian.py	examples/contrib/timeseries/gp_models.py	1	18	10
pyro/contrib/gp/likelihoods/gaussian.py	examples/dmm/polyphonic_data_loader.py	1	18	16
pyro/contrib/gp/likelihoods/gaussian.py	examples/dmm/util.py	1	18	2
pyro/contrib/gp/likelihoods/gaussian.py	examples/rsa/generics.py	1	18	19
pyro/contrib/gp/likelihoods/gaussian.py	examples/rsa/hyperbole.py	1	18	19
pyro/contrib/gp/likelihoods/gaussian.py	examples/smcfilter.py	1	18	3
pyro/contrib/gp/likelihoods/gaussian.py	examples/sparse_regression.py	1	18	18
pyro/contrib/gp/likelihoods/gaussian.py	examples/vae/utils/vae_plots.py	1	18	4
pyro/contrib/gp/likelihoods/gaussian.py	profiler/hmm.py	1	18	3
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/autoguide.py	1	18	3
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/cevae/__init__.py	1	18	3
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/examples/bart.py	1	18	6
pyro/contrib/gp/likelihoods/gaussian.py	pyro/contrib/examples/multi_mnist.py	1	18	3
pyro/contrib/gp/likelihoods/likelihood.py	examples/air/viz.py	1	12	6
pyro/contrib/gp/likelihoods/likelihood.py	examples/contrib/cevae/synthetic.py	1	12	8
pyro/contrib/gp/likelihoods/likelihood.py	examples/contrib/timeseries/gp_models.py	1	12	10
pyro/contrib/gp/likelihoods/likelihood.py	examples/dmm/polyphonic_data_loader.py	1	12	16
pyro/contrib/gp/likelihoods/likelihood.py	examples/dmm/util.py	1	12	2
pyro/contrib/gp/likelihoods/likelihood.py	examples/rsa/generics.py	1	12	19
pyro/contrib/gp/likelihoods/likelihood.py	examples/rsa/hyperbole.py	1	12	19
pyro/contrib/gp/likelihoods/likelihood.py	examples/smcfilter.py	1	12	3
pyro/contrib/gp/likelihoods/likelihood.py	examples/sparse_regression.py	1	12	18
pyro/contrib/gp/likelihoods/likelihood.py	examples/vae/utils/vae_plots.py	1	12	4
pyro/contrib/gp/likelihoods/likelihood.py	profiler/hmm.py	1	12	3
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/autoguide.py	1	12	3
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/cevae/__init__.py	1	12	3
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/examples/bart.py	1	12	6
pyro/contrib/gp/likelihoods/likelihood.py	pyro/contrib/examples/multi_mnist.py	1	12	3
pyro/contrib/gp/likelihoods/multi_class.py	examples/air/viz.py	1	15	6
pyro/contrib/gp/likelihoods/multi_class.py	examples/contrib/cevae/synthetic.py	1	15	8
pyro/contrib/gp/likelihoods/multi_class.py	examples/contrib/timeseries/gp_models.py	1	15	10
pyro/contrib/gp/likelihoods/multi_class.py	examples/dmm/polyphonic_data_loader.py	1	15	16
pyro/contrib/gp/likelihoods/multi_class.py	examples/dmm/util.py	1	15	2
pyro/contrib/gp/likelihoods/multi_class.py	examples/rsa/generics.py	1	15	19
pyro/contrib/gp/likelihoods/multi_class.py	examples/rsa/hyperbole.py	1	15	19
pyro/contrib/gp/likelihoods/multi_class.py	examples/smcfilter.py	1	15	3
pyro/contrib/gp/likelihoods/multi_class.py	examples/sparse_regression.py	1	15	18
pyro/contrib/gp/likelihoods/multi_class.py	examples/vae/utils/vae_plots.py	1	15	4
pyro/contrib/gp/likelihoods/multi_class.py	profiler/hmm.py	1	15	3
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/autoguide.py	1	15	3
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/cevae/__init__.py	1	15	3
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/examples/bart.py	1	15	6
pyro/contrib/gp/likelihoods/multi_class.py	pyro/contrib/examples/multi_mnist.py	1	15	3
pyro/contrib/gp/likelihoods/poisson.py	examples/air/viz.py	1	11	6
pyro/contrib/gp/likelihoods/poisson.py	examples/contrib/cevae/synthetic.py	1	11	8
pyro/contrib/gp/likelihoods/poisson.py	examples/contrib/timeseries/gp_models.py	1	11	10
pyro/contrib/gp/likelihoods/poisson.py	examples/dmm/polyphonic_data_loader.py	1	11	16
pyro/contrib/gp/likelihoods/poisson.py	examples/dmm/util.py	1	11	2
pyro/contrib/gp/likelihoods/poisson.py	examples/rsa/generics.py	1	11	19
pyro/contrib/gp/likelihoods/poisson.py	examples/rsa/hyperbole.py	1	11	19
pyro/contrib/gp/likelihoods/poisson.py	examples/smcfilter.py	1	11	3
pyro/contrib/gp/likelihoods/poisson.py	examples/sparse_regression.py	1	11	18
pyro/contrib/gp/likelihoods/poisson.py	examples/vae/utils/vae_plots.py	1	11	4
pyro/contrib/gp/likelihoods/poisson.py	profiler/hmm.py	1	11	3
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/autoguide.py	1	11	3
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/cevae/__init__.py	1	11	3
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/examples/bart.py	1	11	6
pyro/contrib/gp/likelihoods/poisson.py	pyro/contrib/examples/multi_mnist.py	1	11	3
pyro/contrib/gp/models/__init__.py	examples/air/modules.py	1	11	6
pyro/contrib/gp/models/__init__.py	examples/air/viz.py	1	11	6
pyro/contrib/gp/models/__init__.py	examples/contrib/cevae/synthetic.py	1	11	8
pyro/contrib/gp/models/__init__.py	examples/contrib/oed/gp_bayes_opt.py	1	11	9
pyro/contrib/gp/models/__init__.py	examples/contrib/timeseries/gp_models.py	1	11	10
pyro/contrib/gp/models/__init__.py	examples/dmm/dmm.py	1	11	56
pyro/contrib/gp/models/__init__.py	examples/dmm/util.py	1	11	2
pyro/contrib/gp/models/__init__.py	examples/rsa/generics.py	1	11	19
pyro/contrib/gp/models/__init__.py	examples/rsa/hyperbole.py	1	11	19
pyro/contrib/gp/models/__init__.py	examples/rsa/semantic_parsing.py	1	11	20
pyro/contrib/gp/models/__init__.py	examples/smcfilter.py	1	11	3
pyro/contrib/gp/models/__init__.py	examples/sparse_regression.py	1	11	18
pyro/contrib/gp/models/__init__.py	examples/vae/utils/vae_plots.py	1	11	4
pyro/contrib/gp/models/__init__.py	examples/vae/vae.py	1	11	29
pyro/contrib/gp/models/__init__.py	profiler/hmm.py	1	11	3
pyro/contrib/gp/models/__init__.py	pyro/contrib/autoguide.py	1	11	3
pyro/contrib/gp/models/__init__.py	pyro/contrib/autoname/scoping.py	1	11	6
pyro/contrib/gp/models/__init__.py	pyro/contrib/cevae/__init__.py	1	11	3
pyro/contrib/gp/models/__init__.py	pyro/contrib/conjugate/infer.py	1	11	4
pyro/contrib/gp/models/__init__.py	pyro/contrib/examples/bart.py	1	11	6
pyro/contrib/gp/models/__init__.py	pyro/contrib/examples/multi_mnist.py	1	11	3
pyro/contrib/gp/models/gplvm.py	examples/air/viz.py	1	12	6
pyro/contrib/gp/models/gplvm.py	examples/contrib/cevae/synthetic.py	1	12	8
pyro/contrib/gp/models/gplvm.py	examples/contrib/timeseries/gp_models.py	1	12	10
pyro/contrib/gp/models/gplvm.py	examples/dmm/polyphonic_data_loader.py	1	12	16
pyro/contrib/gp/models/gplvm.py	examples/dmm/util.py	1	12	2
pyro/contrib/gp/models/gplvm.py	examples/rsa/generics.py	1	12	19
pyro/contrib/gp/models/gplvm.py	examples/rsa/hyperbole.py	1	12	19
pyro/contrib/gp/models/gplvm.py	examples/smcfilter.py	1	12	3
pyro/contrib/gp/models/gplvm.py	examples/sparse_regression.py	1	12	18
pyro/contrib/gp/models/gplvm.py	examples/vae/utils/vae_plots.py	1	12	4
pyro/contrib/gp/models/gplvm.py	profiler/hmm.py	1	12	3
pyro/contrib/gp/models/gplvm.py	pyro/contrib/autoguide.py	1	12	3
pyro/contrib/gp/models/gplvm.py	pyro/contrib/cevae/__init__.py	1	12	3
pyro/contrib/gp/models/gplvm.py	pyro/contrib/examples/bart.py	1	12	6
pyro/contrib/gp/models/gplvm.py	pyro/contrib/examples/multi_mnist.py	1	12	3
pyro/contrib/gp/models/gpr.py	examples/air/viz.py	1	27	6
pyro/contrib/gp/models/gpr.py	examples/contrib/cevae/synthetic.py	1	27	8
pyro/contrib/gp/models/gpr.py	examples/contrib/timeseries/gp_models.py	1	27	10
pyro/contrib/gp/models/gpr.py	examples/dmm/polyphonic_data_loader.py	1	27	16
pyro/contrib/gp/models/gpr.py	examples/dmm/util.py	1	27	2
pyro/contrib/gp/models/gpr.py	examples/rsa/generics.py	1	27	19
pyro/contrib/gp/models/gpr.py	examples/rsa/hyperbole.py	1	27	19
pyro/contrib/gp/models/gpr.py	examples/smcfilter.py	1	27	3
pyro/contrib/gp/models/gpr.py	examples/sparse_regression.py	1	27	18
pyro/contrib/gp/models/gpr.py	examples/vae/utils/vae_plots.py	1	27	4
pyro/contrib/gp/models/gpr.py	profiler/hmm.py	1	27	3
pyro/contrib/gp/models/gpr.py	pyro/contrib/autoguide.py	1	27	3
pyro/contrib/gp/models/gpr.py	pyro/contrib/cevae/__init__.py	1	27	3
pyro/contrib/gp/models/gpr.py	pyro/contrib/examples/bart.py	1	27	6
pyro/contrib/gp/models/gpr.py	pyro/contrib/examples/multi_mnist.py	1	27	3
pyro/contrib/gp/models/model.py	examples/air/viz.py	1	24	6
pyro/contrib/gp/models/model.py	examples/contrib/cevae/synthetic.py	1	24	8
pyro/contrib/gp/models/model.py	examples/contrib/timeseries/gp_models.py	1	24	10
pyro/contrib/gp/models/model.py	examples/dmm/polyphonic_data_loader.py	1	24	16
pyro/contrib/gp/models/model.py	examples/dmm/util.py	1	24	2
pyro/contrib/gp/models/model.py	examples/rsa/generics.py	1	24	19
pyro/contrib/gp/models/model.py	examples/rsa/hyperbole.py	1	24	19
pyro/contrib/gp/models/model.py	examples/smcfilter.py	1	24	3
pyro/contrib/gp/models/model.py	examples/sparse_regression.py	1	24	18
pyro/contrib/gp/models/model.py	examples/vae/utils/vae_plots.py	1	24	4
pyro/contrib/gp/models/model.py	profiler/hmm.py	1	24	3
pyro/contrib/gp/models/model.py	pyro/contrib/autoguide.py	1	24	3
pyro/contrib/gp/models/model.py	pyro/contrib/cevae/__init__.py	1	24	3
pyro/contrib/gp/models/model.py	pyro/contrib/examples/bart.py	1	24	6
pyro/contrib/gp/models/model.py	pyro/contrib/examples/multi_mnist.py	1	24	3
pyro/contrib/gp/models/sgpr.py	examples/air/viz.py	1	32	6
pyro/contrib/gp/models/sgpr.py	examples/contrib/cevae/synthetic.py	1	32	8
pyro/contrib/gp/models/sgpr.py	examples/contrib/timeseries/gp_models.py	1	32	10
pyro/contrib/gp/models/sgpr.py	examples/dmm/util.py	1	32	2
pyro/contrib/gp/models/sgpr.py	examples/smcfilter.py	1	32	3
pyro/contrib/gp/models/sgpr.py	examples/sparse_regression.py	1	32	18
pyro/contrib/gp/models/sgpr.py	examples/vae/utils/vae_plots.py	1	32	4
pyro/contrib/gp/models/sgpr.py	profiler/hmm.py	1	32	3
pyro/contrib/gp/models/sgpr.py	pyro/contrib/autoguide.py	1	32	3
pyro/contrib/gp/models/sgpr.py	pyro/contrib/cevae/__init__.py	1	32	3
pyro/contrib/gp/models/sgpr.py	pyro/contrib/examples/bart.py	1	32	6
pyro/contrib/gp/models/sgpr.py	pyro/contrib/examples/multi_mnist.py	1	32	3
pyro/contrib/gp/models/vgp.py	examples/air/viz.py	1	21	6
pyro/contrib/gp/models/vgp.py	examples/contrib/cevae/synthetic.py	1	21	8
pyro/contrib/gp/models/vgp.py	examples/contrib/timeseries/gp_models.py	1	21	10
pyro/contrib/gp/models/vgp.py	examples/dmm/polyphonic_data_loader.py	1	21	16
pyro/contrib/gp/models/vgp.py	examples/dmm/util.py	1	21	2
pyro/contrib/gp/models/vgp.py	examples/rsa/generics.py	1	21	19
pyro/contrib/gp/models/vgp.py	examples/rsa/hyperbole.py	1	21	19
pyro/contrib/gp/models/vgp.py	examples/smcfilter.py	1	21	3
pyro/contrib/gp/models/vgp.py	examples/sparse_regression.py	1	21	18
pyro/contrib/gp/models/vgp.py	examples/vae/utils/vae_plots.py	1	21	4
pyro/contrib/gp/models/vgp.py	profiler/hmm.py	1	21	3
pyro/contrib/gp/models/vgp.py	pyro/contrib/autoguide.py	1	21	3
pyro/contrib/gp/models/vgp.py	pyro/contrib/cevae/__init__.py	1	21	3
pyro/contrib/gp/models/vgp.py	pyro/contrib/examples/bart.py	1	21	6
pyro/contrib/gp/models/vgp.py	pyro/contrib/examples/multi_mnist.py	1	21	3
pyro/contrib/gp/models/vsgp.py	examples/air/viz.py	1	11	6
pyro/contrib/gp/models/vsgp.py	examples/contrib/cevae/synthetic.py	1	11	8
pyro/contrib/gp/models/vsgp.py	examples/contrib/timeseries/gp_models.py	1	11	10
pyro/contrib/gp/models/vsgp.py	examples/dmm/polyphonic_data_loader.py	1	11	16
pyro/contrib/gp/models/vsgp.py	examples/dmm/util.py	1	11	2
pyro/contrib/gp/models/vsgp.py	examples/rsa/generics.py	1	11	19
pyro/contrib/gp/models/vsgp.py	examples/rsa/hyperbole.py	1	11	19
pyro/contrib/gp/models/vsgp.py	examples/smcfilter.py	1	11	3
pyro/contrib/gp/models/vsgp.py	examples/sparse_regression.py	1	11	18
pyro/contrib/gp/models/vsgp.py	examples/vae/utils/vae_plots.py	1	11	4
pyro/contrib/gp/models/vsgp.py	profiler/hmm.py	1	11	3
pyro/contrib/gp/models/vsgp.py	pyro/contrib/autoguide.py	1	11	3
pyro/contrib/gp/models/vsgp.py	pyro/contrib/cevae/__init__.py	1	11	3
pyro/contrib/gp/models/vsgp.py	pyro/contrib/examples/bart.py	1	11	6
pyro/contrib/gp/models/vsgp.py	pyro/contrib/examples/multi_mnist.py	1	11	3
pyro/contrib/gp/parameterized.py	examples/air/viz.py	1	8	6
pyro/contrib/gp/parameterized.py	examples/contrib/cevae/synthetic.py	1	8	8
pyro/contrib/gp/parameterized.py	examples/contrib/timeseries/gp_models.py	1	8	10
pyro/contrib/gp/parameterized.py	examples/dmm/polyphonic_data_loader.py	1	8	16
pyro/contrib/gp/parameterized.py	examples/dmm/util.py	1	8	2
pyro/contrib/gp/parameterized.py	examples/rsa/generics.py	1	8	19
pyro/contrib/gp/parameterized.py	examples/rsa/hyperbole.py	1	8	19
pyro/contrib/gp/parameterized.py	examples/smcfilter.py	1	8	3
pyro/contrib/gp/parameterized.py	examples/vae/utils/vae_plots.py	1	8	4
pyro/contrib/gp/parameterized.py	profiler/hmm.py	1	8	3
pyro/contrib/gp/parameterized.py	pyro/contrib/cevae/__init__.py	1	8	3
pyro/contrib/gp/parameterized.py	pyro/contrib/examples/bart.py	1	8	6
pyro/contrib/gp/parameterized.py	pyro/contrib/examples/multi_mnist.py	1	8	3
pyro/contrib/gp/util.py	examples/air/air.py	1	19	36
pyro/contrib/gp/util.py	examples/air/modules.py	1	19	6
pyro/contrib/gp/util.py	examples/air/viz.py	1	19	6
pyro/contrib/gp/util.py	examples/contrib/cevae/synthetic.py	1	19	8
pyro/contrib/gp/util.py	examples/contrib/timeseries/gp_models.py	1	19	10
pyro/contrib/gp/util.py	examples/dmm/dmm.py	1	19	56
pyro/contrib/gp/util.py	examples/dmm/polyphonic_data_loader.py	1	19	16
pyro/contrib/gp/util.py	examples/dmm/util.py	1	19	2
pyro/contrib/gp/util.py	examples/rsa/generics.py	1	19	19
pyro/contrib/gp/util.py	examples/rsa/hyperbole.py	1	19	19
pyro/contrib/gp/util.py	examples/rsa/semantic_parsing.py	1	19	20
pyro/contrib/gp/util.py	examples/smcfilter.py	1	19	3
pyro/contrib/gp/util.py	examples/sparse_regression.py	1	19	18
pyro/contrib/gp/util.py	examples/vae/ss_vae_M2.py	1	19	34
pyro/contrib/gp/util.py	examples/vae/utils/custom_mlp.py	1	19	6
pyro/contrib/gp/util.py	examples/vae/utils/vae_plots.py	1	19	4
pyro/contrib/gp/util.py	examples/vae/vae.py	1	19	29
pyro/contrib/gp/util.py	examples/vae/vae_comparison.py	1	19	29
pyro/contrib/gp/util.py	profiler/hmm.py	1	19	3
pyro/contrib/gp/util.py	pyro/contrib/autoguide.py	1	19	3
pyro/contrib/gp/util.py	pyro/contrib/autoname/scoping.py	1	19	6
pyro/contrib/gp/util.py	pyro/contrib/cevae/__init__.py	1	19	3
pyro/contrib/gp/util.py	pyro/contrib/conjugate/infer.py	1	19	4
pyro/contrib/gp/util.py	pyro/contrib/examples/bart.py	1	19	6
pyro/contrib/gp/util.py	pyro/contrib/examples/multi_mnist.py	1	19	3
pyro/contrib/minipyro.py	examples/air/viz.py	1	17	6
pyro/contrib/minipyro.py	examples/contrib/cevae/synthetic.py	1	17	8
pyro/contrib/minipyro.py	examples/contrib/timeseries/gp_models.py	1	17	10
pyro/contrib/minipyro.py	examples/dmm/util.py	1	17	2
pyro/contrib/minipyro.py	examples/rsa/generics.py	1	17	19
pyro/contrib/minipyro.py	examples/rsa/hyperbole.py	1	17	19
pyro/contrib/minipyro.py	examples/smcfilter.py	1	17	3
pyro/contrib/minipyro.py	examples/sparse_regression.py	1	17	18
pyro/contrib/minipyro.py	examples/vae/utils/vae_plots.py	1	17	4
pyro/contrib/minipyro.py	profiler/hmm.py	1	17	3
pyro/contrib/minipyro.py	pyro/contrib/autoguide.py	1	17	3
pyro/contrib/minipyro.py	pyro/contrib/cevae/__init__.py	1	17	3
pyro/contrib/minipyro.py	pyro/contrib/examples/bart.py	1	17	6
pyro/contrib/minipyro.py	pyro/contrib/examples/multi_mnist.py	1	17	3
pyro/contrib/oed/__init__.py	examples/air/air.py	1	6	36
pyro/contrib/oed/__init__.py	examples/air/main.py	1	6	37
pyro/contrib/oed/__init__.py	examples/air/modules.py	1	6	6
pyro/contrib/oed/__init__.py	examples/air/viz.py	1	6	6
pyro/contrib/oed/__init__.py	examples/baseball.py	1	6	46
pyro/contrib/oed/__init__.py	examples/capture_recapture/cjs.py	1	6	9
pyro/contrib/oed/__init__.py	examples/contrib/autoname/mixture.py	1	6	22
pyro/contrib/oed/__init__.py	examples/contrib/autoname/scoping_mixture.py	1	6	22
pyro/contrib/oed/__init__.py	examples/contrib/autoname/tree_data.py	1	6	21
pyro/contrib/oed/__init__.py	examples/contrib/cevae/synthetic.py	1	6	8
pyro/contrib/oed/__init__.py	examples/contrib/gp/sv-dkl.py	1	6	34
pyro/contrib/oed/__init__.py	examples/contrib/oed/gp_bayes_opt.py	1	6	9
pyro/contrib/oed/__init__.py	examples/contrib/timeseries/gp_models.py	1	6	10
pyro/contrib/oed/__init__.py	examples/dmm/dmm.py	1	6	56
pyro/contrib/oed/__init__.py	examples/dmm/polyphonic_data_loader.py	1	6	16
pyro/contrib/oed/__init__.py	examples/dmm/util.py	1	6	2
pyro/contrib/oed/__init__.py	examples/eight_schools/data.py	1	6	3
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pyro/contrib/timeseries/base.py	examples/contrib/autoname/mixture.py	1	5	22
pyro/contrib/timeseries/base.py	examples/contrib/autoname/scoping_mixture.py	1	5	22
pyro/contrib/timeseries/base.py	examples/contrib/autoname/tree_data.py	1	5	21
pyro/contrib/timeseries/base.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/contrib/timeseries/base.py	examples/contrib/gp/sv-dkl.py	1	5	34
pyro/contrib/timeseries/base.py	examples/contrib/oed/gp_bayes_opt.py	1	5	9
pyro/contrib/timeseries/base.py	examples/dmm/dmm.py	1	5	56
pyro/contrib/timeseries/base.py	examples/dmm/polyphonic_data_loader.py	1	5	16
pyro/contrib/timeseries/base.py	examples/dmm/util.py	1	5	2
pyro/contrib/timeseries/base.py	examples/eight_schools/data.py	1	5	3
pyro/contrib/timeseries/base.py	examples/eight_schools/mcmc.py	1	5	29
pyro/contrib/timeseries/base.py	examples/eight_schools/svi.py	1	5	22
pyro/contrib/timeseries/base.py	examples/einsum.py	1	5	3
pyro/contrib/timeseries/base.py	examples/hmm.py	1	5	45
pyro/contrib/timeseries/base.py	examples/inclined_plane.py	1	5	35
pyro/contrib/timeseries/base.py	examples/lda.py	1	5	25
pyro/contrib/timeseries/base.py	examples/lkj.py	1	5	20
pyro/contrib/timeseries/base.py	examples/minipyro.py	1	5	26
pyro/contrib/timeseries/base.py	examples/mixed_hmm/experiment.py	1	5	3
pyro/contrib/timeseries/base.py	examples/mixed_hmm/model.py	1	5	4
pyro/contrib/timeseries/base.py	examples/mixed_hmm/seal_data.py	1	5	5
pyro/contrib/timeseries/base.py	examples/rsa/generics.py	1	5	19
pyro/contrib/timeseries/base.py	examples/rsa/hyperbole.py	1	5	19
pyro/contrib/timeseries/base.py	examples/rsa/schelling.py	1	5	19
pyro/contrib/timeseries/base.py	examples/rsa/schelling_false.py	1	5	19
pyro/contrib/timeseries/base.py	examples/rsa/search_inference.py	1	5	9
pyro/contrib/timeseries/base.py	examples/rsa/semantic_parsing.py	1	5	20
pyro/contrib/timeseries/base.py	examples/smcfilter.py	1	5	3
pyro/contrib/timeseries/base.py	examples/sparse_gamma_def.py	1	5	28
pyro/contrib/timeseries/base.py	examples/sparse_regression.py	1	5	18
pyro/contrib/timeseries/base.py	examples/vae/ss_vae_M2.py	1	5	34
pyro/contrib/timeseries/base.py	examples/vae/utils/custom_mlp.py	1	5	6
pyro/contrib/timeseries/base.py	examples/vae/utils/mnist_cached.py	1	5	9
pyro/contrib/timeseries/base.py	examples/vae/utils/vae_plots.py	1	5	4
pyro/contrib/timeseries/base.py	examples/vae/vae.py	1	5	29
pyro/contrib/timeseries/base.py	examples/vae/vae_comparison.py	1	5	29
pyro/contrib/timeseries/base.py	profiler/distributions.py	1	5	11
pyro/contrib/timeseries/base.py	profiler/hmm.py	1	5	3
pyro/contrib/timeseries/base.py	profiler/profiling_utils.py	1	5	5
pyro/contrib/timeseries/base.py	pyro/__init__.py	1	5	176
pyro/contrib/timeseries/base.py	pyro/contrib/__init__.py	1	5	17
pyro/contrib/timeseries/base.py	pyro/contrib/autoguide.py	1	5	3
pyro/contrib/timeseries/base.py	pyro/contrib/autoname/__init__.py	1	5	5
pyro/contrib/timeseries/base.py	pyro/contrib/autoname/named.py	1	5	5
pyro/contrib/timeseries/base.py	pyro/contrib/autoname/scoping.py	1	5	6
pyro/contrib/timeseries/base.py	pyro/contrib/bnn/__init__.py	1	5	3
pyro/contrib/timeseries/base.py	pyro/contrib/bnn/hidden_layer.py	1	5	3
pyro/contrib/timeseries/base.py	pyro/contrib/bnn/utils.py	1	5	3
pyro/contrib/timeseries/base.py	pyro/contrib/cevae/__init__.py	1	5	3
pyro/contrib/timeseries/base.py	pyro/contrib/conjugate/infer.py	1	5	4
pyro/contrib/timeseries/base.py	pyro/contrib/easyguide/__init__.py	1	5	3
pyro/contrib/timeseries/base.py	pyro/contrib/easyguide/easyguide.py	1	5	9
pyro/contrib/timeseries/base.py	pyro/contrib/examples/bart.py	1	5	6
pyro/contrib/timeseries/base.py	pyro/contrib/examples/multi_mnist.py	1	5	3
pyro/contrib/timeseries/base.py	pyro/contrib/examples/util.py	1	5	9
pyro/contrib/timeseries/base.py	pyro/contrib/gp/__init__.py	1	5	14
pyro/contrib/timeseries/base.py	pyro/contrib/gp/kernels/__init__.py	1	5	12
pyro/contrib/timeseries/base.py	pyro/contrib/gp/kernels/brownian.py	1	5	12
pyro/contrib/timeseries/base.py	pyro/contrib/gp/kernels/coregionalize.py	1	5	9
pyro/contrib/timeseries/base.py	pyro/contrib/gp/kernels/dot_product.py	1	5	13
pyro/contrib/timeseries/base.py	pyro/contrib/gp/kernels/isotropic.py	1	5	14
pyro/contrib/timeseries/base.py	pyro/contrib/gp/kernels/kernel.py	1	5	22
pyro/contrib/timeseries/base.py	pyro/contrib/gp/kernels/periodic.py	1	5	12
pyro/contrib/timeseries/base.py	pyro/contrib/gp/kernels/static.py	1	5	13
pyro/contrib/timeseries/base.py	pyro/contrib/gp/likelihoods/__init__.py	1	5	8
pyro/contrib/timeseries/base.py	pyro/contrib/gp/likelihoods/binary.py	1	5	17
pyro/contrib/timeseries/base.py	pyro/contrib/gp/likelihoods/gaussian.py	1	5	18
pyro/contrib/timeseries/base.py	pyro/contrib/gp/likelihoods/likelihood.py	1	5	12
pyro/contrib/timeseries/base.py	pyro/contrib/gp/likelihoods/multi_class.py	1	5	15
pyro/contrib/timeseries/base.py	pyro/contrib/gp/likelihoods/poisson.py	1	5	11
pyro/contrib/timeseries/base.py	pyro/contrib/gp/models/__init__.py	1	5	11
pyro/contrib/timeseries/base.py	pyro/contrib/gp/models/gplvm.py	1	5	12
pyro/contrib/timeseries/base.py	pyro/contrib/gp/models/gpr.py	1	5	27
pyro/contrib/timeseries/base.py	pyro/contrib/gp/models/model.py	1	5	24
pyro/contrib/timeseries/base.py	pyro/contrib/gp/models/sgpr.py	1	5	32
pyro/contrib/timeseries/base.py	pyro/contrib/gp/models/vgp.py	1	5	21
pyro/contrib/timeseries/base.py	pyro/contrib/gp/models/vsgp.py	1	5	11
pyro/contrib/timeseries/base.py	pyro/contrib/gp/parameterized.py	1	5	8
pyro/contrib/timeseries/base.py	pyro/contrib/gp/util.py	1	5	19
pyro/contrib/timeseries/base.py	pyro/contrib/minipyro.py	1	5	17
pyro/contrib/timeseries/base.py	pyro/contrib/oed/__init__.py	1	5	6
pyro/contrib/timeseries/base.py	pyro/contrib/oed/eig.py	1	5	17
pyro/contrib/timeseries/base.py	pyro/contrib/oed/glmm/__init__.py	1	5	2
pyro/contrib/timeseries/base.py	pyro/contrib/oed/glmm/glmm.py	1	5	2
pyro/contrib/timeseries/base.py	pyro/contrib/oed/glmm/guides.py	1	5	3
pyro/contrib/timeseries/base.py	pyro/contrib/oed/search.py	1	5	4
pyro/contrib/timeseries/base.py	pyro/contrib/oed/util.py	1	5	8
pyro/contrib/timeseries/gp.py	examples/air/air.py	1	12	36
pyro/contrib/timeseries/gp.py	examples/air/main.py	1	12	37
pyro/contrib/timeseries/gp.py	examples/air/modules.py	1	12	6
pyro/contrib/timeseries/gp.py	examples/air/viz.py	1	12	6
pyro/contrib/timeseries/gp.py	examples/baseball.py	1	12	46
pyro/contrib/timeseries/gp.py	examples/capture_recapture/cjs.py	1	12	9
pyro/contrib/timeseries/gp.py	examples/contrib/autoname/mixture.py	1	12	22
pyro/contrib/timeseries/gp.py	examples/contrib/autoname/scoping_mixture.py	1	12	22
pyro/contrib/timeseries/gp.py	examples/contrib/autoname/tree_data.py	1	12	21
pyro/contrib/timeseries/gp.py	examples/contrib/cevae/synthetic.py	1	12	8
pyro/contrib/timeseries/gp.py	examples/contrib/gp/sv-dkl.py	1	12	34
pyro/contrib/timeseries/gp.py	examples/contrib/oed/gp_bayes_opt.py	1	12	9
pyro/contrib/timeseries/gp.py	examples/dmm/dmm.py	1	12	56
pyro/contrib/timeseries/gp.py	examples/dmm/polyphonic_data_loader.py	1	12	16
pyro/contrib/timeseries/gp.py	examples/dmm/util.py	1	12	2
pyro/contrib/timeseries/gp.py	examples/eight_schools/data.py	1	12	3
pyro/contrib/timeseries/gp.py	examples/eight_schools/mcmc.py	1	12	29
pyro/contrib/timeseries/gp.py	examples/eight_schools/svi.py	1	12	22
pyro/contrib/timeseries/gp.py	examples/einsum.py	1	12	3
pyro/contrib/timeseries/gp.py	examples/hmm.py	1	12	45
pyro/contrib/timeseries/gp.py	examples/inclined_plane.py	1	12	35
pyro/contrib/timeseries/gp.py	examples/lda.py	1	12	25
pyro/contrib/timeseries/gp.py	examples/lkj.py	1	12	20
pyro/contrib/timeseries/gp.py	examples/minipyro.py	1	12	26
pyro/contrib/timeseries/gp.py	examples/mixed_hmm/experiment.py	1	12	3
pyro/contrib/timeseries/gp.py	examples/mixed_hmm/model.py	1	12	4
pyro/contrib/timeseries/gp.py	examples/mixed_hmm/seal_data.py	1	12	5
pyro/contrib/timeseries/gp.py	examples/rsa/generics.py	1	12	19
pyro/contrib/timeseries/gp.py	examples/rsa/hyperbole.py	1	12	19
pyro/contrib/timeseries/gp.py	examples/rsa/schelling.py	1	12	19
pyro/contrib/timeseries/gp.py	examples/rsa/schelling_false.py	1	12	19
pyro/contrib/timeseries/gp.py	examples/rsa/search_inference.py	1	12	9
pyro/contrib/timeseries/gp.py	examples/rsa/semantic_parsing.py	1	12	20
pyro/contrib/timeseries/gp.py	examples/smcfilter.py	1	12	3
pyro/contrib/timeseries/gp.py	examples/sparse_gamma_def.py	1	12	28
pyro/contrib/timeseries/gp.py	examples/sparse_regression.py	1	12	18
pyro/contrib/timeseries/gp.py	examples/vae/ss_vae_M2.py	1	12	34
pyro/contrib/timeseries/gp.py	examples/vae/utils/custom_mlp.py	1	12	6
pyro/contrib/timeseries/gp.py	examples/vae/utils/mnist_cached.py	1	12	9
pyro/contrib/timeseries/gp.py	examples/vae/utils/vae_plots.py	1	12	4
pyro/contrib/timeseries/gp.py	examples/vae/vae.py	1	12	29
pyro/contrib/timeseries/gp.py	examples/vae/vae_comparison.py	1	12	29
pyro/contrib/timeseries/gp.py	profiler/distributions.py	1	12	11
pyro/contrib/timeseries/gp.py	profiler/hmm.py	1	12	3
pyro/contrib/timeseries/gp.py	profiler/profiling_utils.py	1	12	5
pyro/contrib/timeseries/gp.py	pyro/__init__.py	1	12	176
pyro/contrib/timeseries/gp.py	pyro/contrib/__init__.py	1	12	17
pyro/contrib/timeseries/gp.py	pyro/contrib/autoguide.py	1	12	3
pyro/contrib/timeseries/gp.py	pyro/contrib/autoname/__init__.py	1	12	5
pyro/contrib/timeseries/gp.py	pyro/contrib/autoname/named.py	1	12	5
pyro/contrib/timeseries/gp.py	pyro/contrib/autoname/scoping.py	1	12	6
pyro/contrib/timeseries/gp.py	pyro/contrib/bnn/__init__.py	1	12	3
pyro/contrib/timeseries/gp.py	pyro/contrib/bnn/hidden_layer.py	1	12	3
pyro/contrib/timeseries/gp.py	pyro/contrib/bnn/utils.py	1	12	3
pyro/contrib/timeseries/gp.py	pyro/contrib/cevae/__init__.py	1	12	3
pyro/contrib/timeseries/gp.py	pyro/contrib/conjugate/infer.py	1	12	4
pyro/contrib/timeseries/gp.py	pyro/contrib/easyguide/__init__.py	1	12	3
pyro/contrib/timeseries/gp.py	pyro/contrib/easyguide/easyguide.py	1	12	9
pyro/contrib/timeseries/gp.py	pyro/contrib/examples/bart.py	1	12	6
pyro/contrib/timeseries/gp.py	pyro/contrib/examples/multi_mnist.py	1	12	3
pyro/contrib/timeseries/gp.py	pyro/contrib/examples/util.py	1	12	9
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/__init__.py	1	12	14
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/kernels/__init__.py	1	12	12
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/kernels/brownian.py	1	12	12
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/kernels/coregionalize.py	1	12	9
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/kernels/dot_product.py	1	12	13
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/kernels/isotropic.py	1	12	14
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/kernels/kernel.py	1	12	22
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/kernels/periodic.py	1	12	12
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/kernels/static.py	1	12	13
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/likelihoods/__init__.py	1	12	8
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/likelihoods/binary.py	1	12	17
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/likelihoods/gaussian.py	1	12	18
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/likelihoods/likelihood.py	1	12	12
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/likelihoods/multi_class.py	1	12	15
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/likelihoods/poisson.py	1	12	11
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/models/__init__.py	1	12	11
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/models/gplvm.py	1	12	12
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/models/gpr.py	1	12	27
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/models/model.py	1	12	24
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/models/sgpr.py	1	12	32
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/models/vgp.py	1	12	21
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/models/vsgp.py	1	12	11
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/parameterized.py	1	12	8
pyro/contrib/timeseries/gp.py	pyro/contrib/gp/util.py	1	12	19
pyro/contrib/timeseries/gp.py	pyro/contrib/minipyro.py	1	12	17
pyro/contrib/timeseries/gp.py	pyro/contrib/oed/__init__.py	1	12	6
pyro/contrib/timeseries/gp.py	pyro/contrib/oed/eig.py	1	12	17
pyro/contrib/timeseries/gp.py	pyro/contrib/oed/glmm/__init__.py	1	12	2
pyro/contrib/timeseries/gp.py	pyro/contrib/oed/glmm/glmm.py	1	12	2
pyro/contrib/timeseries/gp.py	pyro/contrib/oed/glmm/guides.py	1	12	3
pyro/contrib/timeseries/gp.py	pyro/contrib/oed/search.py	1	12	4
pyro/contrib/timeseries/gp.py	pyro/contrib/oed/util.py	1	12	8
pyro/contrib/timeseries/lgssm.py	examples/air/air.py	1	8	36
pyro/contrib/timeseries/lgssm.py	examples/air/main.py	1	8	37
pyro/contrib/timeseries/lgssm.py	examples/air/modules.py	1	8	6
pyro/contrib/timeseries/lgssm.py	examples/air/viz.py	1	8	6
pyro/contrib/timeseries/lgssm.py	examples/baseball.py	1	8	46
pyro/contrib/timeseries/lgssm.py	examples/capture_recapture/cjs.py	1	8	9
pyro/contrib/timeseries/lgssm.py	examples/contrib/autoname/mixture.py	1	8	22
pyro/contrib/timeseries/lgssm.py	examples/contrib/autoname/scoping_mixture.py	1	8	22
pyro/contrib/timeseries/lgssm.py	examples/contrib/autoname/tree_data.py	1	8	21
pyro/contrib/timeseries/lgssm.py	examples/contrib/cevae/synthetic.py	1	8	8
pyro/contrib/timeseries/lgssm.py	examples/contrib/gp/sv-dkl.py	1	8	34
pyro/contrib/timeseries/lgssm.py	examples/contrib/oed/gp_bayes_opt.py	1	8	9
pyro/contrib/timeseries/lgssm.py	examples/dmm/dmm.py	1	8	56
pyro/contrib/timeseries/lgssm.py	examples/dmm/polyphonic_data_loader.py	1	8	16
pyro/contrib/timeseries/lgssm.py	examples/dmm/util.py	1	8	2
pyro/contrib/timeseries/lgssm.py	examples/eight_schools/data.py	1	8	3
pyro/contrib/timeseries/lgssm.py	examples/eight_schools/mcmc.py	1	8	29
pyro/contrib/timeseries/lgssm.py	examples/eight_schools/svi.py	1	8	22
pyro/contrib/timeseries/lgssm.py	examples/einsum.py	1	8	3
pyro/contrib/timeseries/lgssm.py	examples/hmm.py	1	8	45
pyro/contrib/timeseries/lgssm.py	examples/inclined_plane.py	1	8	35
pyro/contrib/timeseries/lgssm.py	examples/lda.py	1	8	25
pyro/contrib/timeseries/lgssm.py	examples/lkj.py	1	8	20
pyro/contrib/timeseries/lgssm.py	examples/minipyro.py	1	8	26
pyro/contrib/timeseries/lgssm.py	examples/mixed_hmm/experiment.py	1	8	3
pyro/contrib/timeseries/lgssm.py	examples/mixed_hmm/model.py	1	8	4
pyro/contrib/timeseries/lgssm.py	examples/mixed_hmm/seal_data.py	1	8	5
pyro/contrib/timeseries/lgssm.py	examples/rsa/generics.py	1	8	19
pyro/contrib/timeseries/lgssm.py	examples/rsa/hyperbole.py	1	8	19
pyro/contrib/timeseries/lgssm.py	examples/rsa/schelling.py	1	8	19
pyro/contrib/timeseries/lgssm.py	examples/rsa/schelling_false.py	1	8	19
pyro/contrib/timeseries/lgssm.py	examples/rsa/search_inference.py	1	8	9
pyro/contrib/timeseries/lgssm.py	examples/rsa/semantic_parsing.py	1	8	20
pyro/contrib/timeseries/lgssm.py	examples/smcfilter.py	1	8	3
pyro/contrib/timeseries/lgssm.py	examples/sparse_gamma_def.py	1	8	28
pyro/contrib/timeseries/lgssm.py	examples/sparse_regression.py	1	8	18
pyro/contrib/timeseries/lgssm.py	examples/vae/ss_vae_M2.py	1	8	34
pyro/contrib/timeseries/lgssm.py	examples/vae/utils/custom_mlp.py	1	8	6
pyro/contrib/timeseries/lgssm.py	examples/vae/utils/mnist_cached.py	1	8	9
pyro/contrib/timeseries/lgssm.py	examples/vae/utils/vae_plots.py	1	8	4
pyro/contrib/timeseries/lgssm.py	examples/vae/vae.py	1	8	29
pyro/contrib/timeseries/lgssm.py	examples/vae/vae_comparison.py	1	8	29
pyro/contrib/timeseries/lgssm.py	profiler/distributions.py	1	8	11
pyro/contrib/timeseries/lgssm.py	profiler/hmm.py	1	8	3
pyro/contrib/timeseries/lgssm.py	profiler/profiling_utils.py	1	8	5
pyro/contrib/timeseries/lgssm.py	pyro/__init__.py	1	8	176
pyro/contrib/timeseries/lgssm.py	pyro/contrib/__init__.py	1	8	17
pyro/contrib/timeseries/lgssm.py	pyro/contrib/autoguide.py	1	8	3
pyro/contrib/timeseries/lgssm.py	pyro/contrib/autoname/__init__.py	1	8	5
pyro/contrib/timeseries/lgssm.py	pyro/contrib/autoname/named.py	1	8	5
pyro/contrib/timeseries/lgssm.py	pyro/contrib/autoname/scoping.py	1	8	6
pyro/contrib/timeseries/lgssm.py	pyro/contrib/bnn/__init__.py	1	8	3
pyro/contrib/timeseries/lgssm.py	pyro/contrib/bnn/hidden_layer.py	1	8	3
pyro/contrib/timeseries/lgssm.py	pyro/contrib/bnn/utils.py	1	8	3
pyro/contrib/timeseries/lgssm.py	pyro/contrib/cevae/__init__.py	1	8	3
pyro/contrib/timeseries/lgssm.py	pyro/contrib/conjugate/infer.py	1	8	4
pyro/contrib/timeseries/lgssm.py	pyro/contrib/easyguide/__init__.py	1	8	3
pyro/contrib/timeseries/lgssm.py	pyro/contrib/easyguide/easyguide.py	1	8	9
pyro/contrib/timeseries/lgssm.py	pyro/contrib/examples/bart.py	1	8	6
pyro/contrib/timeseries/lgssm.py	pyro/contrib/examples/multi_mnist.py	1	8	3
pyro/contrib/timeseries/lgssm.py	pyro/contrib/examples/util.py	1	8	9
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/__init__.py	1	8	14
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/kernels/__init__.py	1	8	12
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/kernels/brownian.py	1	8	12
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/kernels/coregionalize.py	1	8	9
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/kernels/dot_product.py	1	8	13
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/kernels/isotropic.py	1	8	14
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/kernels/kernel.py	1	8	22
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/kernels/periodic.py	1	8	12
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/kernels/static.py	1	8	13
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/likelihoods/__init__.py	1	8	8
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/likelihoods/binary.py	1	8	17
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/likelihoods/gaussian.py	1	8	18
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/likelihoods/likelihood.py	1	8	12
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/likelihoods/multi_class.py	1	8	15
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/likelihoods/poisson.py	1	8	11
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/models/__init__.py	1	8	11
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/models/gplvm.py	1	8	12
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/models/gpr.py	1	8	27
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/models/model.py	1	8	24
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/models/sgpr.py	1	8	32
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/models/vgp.py	1	8	21
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/models/vsgp.py	1	8	11
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/parameterized.py	1	8	8
pyro/contrib/timeseries/lgssm.py	pyro/contrib/gp/util.py	1	8	19
pyro/contrib/timeseries/lgssm.py	pyro/contrib/minipyro.py	1	8	17
pyro/contrib/timeseries/lgssm.py	pyro/contrib/oed/__init__.py	1	8	6
pyro/contrib/timeseries/lgssm.py	pyro/contrib/oed/eig.py	1	8	17
pyro/contrib/timeseries/lgssm.py	pyro/contrib/oed/glmm/__init__.py	1	8	2
pyro/contrib/timeseries/lgssm.py	pyro/contrib/oed/glmm/glmm.py	1	8	2
pyro/contrib/timeseries/lgssm.py	pyro/contrib/oed/glmm/guides.py	1	8	3
pyro/contrib/timeseries/lgssm.py	pyro/contrib/oed/search.py	1	8	4
pyro/contrib/timeseries/lgssm.py	pyro/contrib/oed/util.py	1	8	8
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pyro/contrib/timeseries/lgssmgp.py	examples/air/modules.py	1	7	6
pyro/contrib/timeseries/lgssmgp.py	examples/air/viz.py	1	7	6
pyro/contrib/timeseries/lgssmgp.py	examples/baseball.py	1	7	46
pyro/contrib/timeseries/lgssmgp.py	examples/capture_recapture/cjs.py	1	7	9
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pyro/contrib/timeseries/lgssmgp.py	examples/contrib/autoname/scoping_mixture.py	1	7	22
pyro/contrib/timeseries/lgssmgp.py	examples/contrib/autoname/tree_data.py	1	7	21
pyro/contrib/timeseries/lgssmgp.py	examples/contrib/cevae/synthetic.py	1	7	8
pyro/contrib/timeseries/lgssmgp.py	examples/contrib/gp/sv-dkl.py	1	7	34
pyro/contrib/timeseries/lgssmgp.py	examples/contrib/oed/gp_bayes_opt.py	1	7	9
pyro/contrib/timeseries/lgssmgp.py	examples/dmm/dmm.py	1	7	56
pyro/contrib/timeseries/lgssmgp.py	examples/dmm/polyphonic_data_loader.py	1	7	16
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pyro/contrib/timeseries/lgssmgp.py	examples/eight_schools/data.py	1	7	3
pyro/contrib/timeseries/lgssmgp.py	examples/eight_schools/mcmc.py	1	7	29
pyro/contrib/timeseries/lgssmgp.py	examples/eight_schools/svi.py	1	7	22
pyro/contrib/timeseries/lgssmgp.py	examples/einsum.py	1	7	3
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pyro/contrib/timeseries/lgssmgp.py	examples/lkj.py	1	7	20
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pyro/contrib/timeseries/lgssmgp.py	examples/mixed_hmm/experiment.py	1	7	3
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pyro/contrib/timeseries/lgssmgp.py	examples/mixed_hmm/seal_data.py	1	7	5
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pyro/contrib/timeseries/lgssmgp.py	examples/rsa/schelling.py	1	7	19
pyro/contrib/timeseries/lgssmgp.py	examples/rsa/schelling_false.py	1	7	19
pyro/contrib/timeseries/lgssmgp.py	examples/rsa/search_inference.py	1	7	9
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pyro/contrib/timeseries/lgssmgp.py	examples/smcfilter.py	1	7	3
pyro/contrib/timeseries/lgssmgp.py	examples/sparse_gamma_def.py	1	7	28
pyro/contrib/timeseries/lgssmgp.py	examples/sparse_regression.py	1	7	18
pyro/contrib/timeseries/lgssmgp.py	examples/vae/ss_vae_M2.py	1	7	34
pyro/contrib/timeseries/lgssmgp.py	examples/vae/utils/custom_mlp.py	1	7	6
pyro/contrib/timeseries/lgssmgp.py	examples/vae/utils/mnist_cached.py	1	7	9
pyro/contrib/timeseries/lgssmgp.py	examples/vae/utils/vae_plots.py	1	7	4
pyro/contrib/timeseries/lgssmgp.py	examples/vae/vae.py	1	7	29
pyro/contrib/timeseries/lgssmgp.py	examples/vae/vae_comparison.py	1	7	29
pyro/contrib/timeseries/lgssmgp.py	profiler/distributions.py	1	7	11
pyro/contrib/timeseries/lgssmgp.py	profiler/hmm.py	1	7	3
pyro/contrib/timeseries/lgssmgp.py	profiler/profiling_utils.py	1	7	5
pyro/contrib/timeseries/lgssmgp.py	pyro/__init__.py	1	7	176
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/__init__.py	1	7	17
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/autoguide.py	1	7	3
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/autoname/__init__.py	1	7	5
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/autoname/named.py	1	7	5
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/autoname/scoping.py	1	7	6
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/bnn/__init__.py	1	7	3
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/bnn/hidden_layer.py	1	7	3
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/bnn/utils.py	1	7	3
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/cevae/__init__.py	1	7	3
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/conjugate/infer.py	1	7	4
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/easyguide/__init__.py	1	7	3
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/easyguide/easyguide.py	1	7	9
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/examples/bart.py	1	7	6
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/examples/multi_mnist.py	1	7	3
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/examples/util.py	1	7	9
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/__init__.py	1	7	14
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/kernels/__init__.py	1	7	12
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/kernels/brownian.py	1	7	12
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/kernels/coregionalize.py	1	7	9
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/kernels/dot_product.py	1	7	13
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/kernels/isotropic.py	1	7	14
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/kernels/kernel.py	1	7	22
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/kernels/periodic.py	1	7	12
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/kernels/static.py	1	7	13
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/likelihoods/__init__.py	1	7	8
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/likelihoods/binary.py	1	7	17
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/likelihoods/gaussian.py	1	7	18
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/likelihoods/likelihood.py	1	7	12
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/likelihoods/multi_class.py	1	7	15
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/likelihoods/poisson.py	1	7	11
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/models/__init__.py	1	7	11
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/models/gplvm.py	1	7	12
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/models/gpr.py	1	7	27
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/models/model.py	1	7	24
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/models/sgpr.py	1	7	32
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/models/vgp.py	1	7	21
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/models/vsgp.py	1	7	11
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/parameterized.py	1	7	8
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/gp/util.py	1	7	19
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/minipyro.py	1	7	17
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/oed/__init__.py	1	7	6
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/oed/eig.py	1	7	17
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/oed/glmm/__init__.py	1	7	2
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/oed/glmm/glmm.py	1	7	2
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/oed/glmm/guides.py	1	7	3
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/oed/search.py	1	7	4
pyro/contrib/timeseries/lgssmgp.py	pyro/contrib/oed/util.py	1	7	8
pyro/contrib/tracking/__init__.py	examples/air/air.py	1	3	36
pyro/contrib/tracking/__init__.py	examples/air/modules.py	1	3	6
pyro/contrib/tracking/__init__.py	examples/air/viz.py	1	3	6
pyro/contrib/tracking/__init__.py	examples/contrib/cevae/synthetic.py	1	3	8
pyro/contrib/tracking/__init__.py	examples/contrib/oed/gp_bayes_opt.py	1	3	9
pyro/contrib/tracking/__init__.py	examples/contrib/timeseries/gp_models.py	1	3	10
pyro/contrib/tracking/__init__.py	examples/dmm/dmm.py	1	3	56
pyro/contrib/tracking/__init__.py	examples/dmm/polyphonic_data_loader.py	1	3	16
pyro/contrib/tracking/__init__.py	examples/dmm/util.py	1	3	2
pyro/contrib/tracking/__init__.py	examples/rsa/generics.py	1	3	19
pyro/contrib/tracking/__init__.py	examples/rsa/hyperbole.py	1	3	19
pyro/contrib/tracking/__init__.py	examples/rsa/semantic_parsing.py	1	3	20
pyro/contrib/tracking/__init__.py	examples/smcfilter.py	1	3	3
pyro/contrib/tracking/__init__.py	examples/sparse_regression.py	1	3	18
pyro/contrib/tracking/__init__.py	examples/vae/ss_vae_M2.py	1	3	34
pyro/contrib/tracking/__init__.py	examples/vae/utils/custom_mlp.py	1	3	6
pyro/contrib/tracking/__init__.py	examples/vae/utils/mnist_cached.py	1	3	9
pyro/contrib/tracking/__init__.py	examples/vae/utils/vae_plots.py	1	3	4
pyro/contrib/tracking/__init__.py	examples/vae/vae.py	1	3	29
pyro/contrib/tracking/__init__.py	examples/vae/vae_comparison.py	1	3	29
pyro/contrib/tracking/__init__.py	profiler/hmm.py	1	3	3
pyro/contrib/tracking/__init__.py	pyro/contrib/autoguide.py	1	3	3
pyro/contrib/tracking/__init__.py	pyro/contrib/autoname/scoping.py	1	3	6
pyro/contrib/tracking/__init__.py	pyro/contrib/cevae/__init__.py	1	3	3
pyro/contrib/tracking/__init__.py	pyro/contrib/conjugate/infer.py	1	3	4
pyro/contrib/tracking/__init__.py	pyro/contrib/examples/bart.py	1	3	6
pyro/contrib/tracking/__init__.py	pyro/contrib/examples/multi_mnist.py	1	3	3
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pyro/contrib/tracking/__init__.py	pyro/contrib/oed/glmm/__init__.py	1	3	2
pyro/contrib/tracking/__init__.py	pyro/contrib/oed/glmm/glmm.py	1	3	2
pyro/contrib/tracking/__init__.py	pyro/contrib/oed/glmm/guides.py	1	3	3
pyro/contrib/tracking/__init__.py	pyro/contrib/oed/search.py	1	3	4
pyro/contrib/tracking/__init__.py	pyro/contrib/timeseries/__init__.py	1	3	9
pyro/contrib/tracking/__init__.py	pyro/contrib/timeseries/base.py	1	3	5
pyro/contrib/tracking/__init__.py	pyro/contrib/timeseries/gp.py	1	3	12
pyro/contrib/tracking/__init__.py	pyro/contrib/timeseries/lgssm.py	1	3	8
pyro/contrib/tracking/__init__.py	pyro/contrib/timeseries/lgssmgp.py	1	3	7
pyro/contrib/tracking/assignment.py	examples/air/viz.py	1	9	6
pyro/contrib/tracking/assignment.py	examples/contrib/cevae/synthetic.py	1	9	8
pyro/contrib/tracking/assignment.py	examples/contrib/timeseries/gp_models.py	1	9	10
pyro/contrib/tracking/assignment.py	examples/dmm/util.py	1	9	2
pyro/contrib/tracking/assignment.py	examples/rsa/generics.py	1	9	19
pyro/contrib/tracking/assignment.py	examples/rsa/hyperbole.py	1	9	19
pyro/contrib/tracking/assignment.py	examples/smcfilter.py	1	9	3
pyro/contrib/tracking/assignment.py	examples/sparse_regression.py	1	9	18
pyro/contrib/tracking/assignment.py	examples/vae/utils/vae_plots.py	1	9	4
pyro/contrib/tracking/assignment.py	profiler/hmm.py	1	9	3
pyro/contrib/tracking/assignment.py	pyro/contrib/autoguide.py	1	9	3
pyro/contrib/tracking/assignment.py	pyro/contrib/cevae/__init__.py	1	9	3
pyro/contrib/tracking/assignment.py	pyro/contrib/examples/bart.py	1	9	6
pyro/contrib/tracking/assignment.py	pyro/contrib/examples/multi_mnist.py	1	9	3
pyro/contrib/tracking/assignment.py	pyro/contrib/oed/__init__.py	1	9	6
pyro/contrib/tracking/assignment.py	pyro/contrib/oed/glmm/__init__.py	1	9	2
pyro/contrib/tracking/assignment.py	pyro/contrib/oed/glmm/glmm.py	1	9	2
pyro/contrib/tracking/assignment.py	pyro/contrib/timeseries/__init__.py	1	9	9
pyro/contrib/tracking/assignment.py	pyro/contrib/timeseries/base.py	1	9	5
pyro/contrib/tracking/assignment.py	pyro/contrib/timeseries/gp.py	1	9	12
pyro/contrib/tracking/assignment.py	pyro/contrib/timeseries/lgssm.py	1	9	8
pyro/contrib/tracking/assignment.py	pyro/contrib/timeseries/lgssmgp.py	1	9	7
pyro/contrib/tracking/distributions.py	examples/air/viz.py	1	6	6
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pyro/contrib/tracking/distributions.py	examples/contrib/timeseries/gp_models.py	1	6	10
pyro/contrib/tracking/distributions.py	examples/dmm/util.py	1	6	2
pyro/contrib/tracking/distributions.py	examples/rsa/generics.py	1	6	19
pyro/contrib/tracking/distributions.py	examples/rsa/hyperbole.py	1	6	19
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pyro/contrib/tracking/distributions.py	examples/vae/utils/vae_plots.py	1	6	4
pyro/contrib/tracking/distributions.py	profiler/hmm.py	1	6	3
pyro/contrib/tracking/distributions.py	pyro/contrib/autoguide.py	1	6	3
pyro/contrib/tracking/distributions.py	pyro/contrib/cevae/__init__.py	1	6	3
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pyro/contrib/tracking/distributions.py	pyro/contrib/examples/multi_mnist.py	1	6	3
pyro/contrib/tracking/distributions.py	pyro/contrib/oed/__init__.py	1	6	6
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pyro/contrib/tracking/distributions.py	pyro/contrib/oed/glmm/glmm.py	1	6	2
pyro/contrib/tracking/distributions.py	pyro/contrib/timeseries/__init__.py	1	6	9
pyro/contrib/tracking/distributions.py	pyro/contrib/timeseries/base.py	1	6	5
pyro/contrib/tracking/distributions.py	pyro/contrib/timeseries/gp.py	1	6	12
pyro/contrib/tracking/distributions.py	pyro/contrib/timeseries/lgssm.py	1	6	8
pyro/contrib/tracking/distributions.py	pyro/contrib/timeseries/lgssmgp.py	1	6	7
pyro/contrib/tracking/dynamic_models.py	examples/air/main.py	1	7	37
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pyro/contrib/tracking/dynamic_models.py	examples/capture_recapture/cjs.py	1	7	9
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pyro/contrib/tracking/dynamic_models.py	examples/contrib/autoname/scoping_mixture.py	1	7	22
pyro/contrib/tracking/dynamic_models.py	examples/contrib/autoname/tree_data.py	1	7	21
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pyro/contrib/tracking/dynamic_models.py	examples/contrib/timeseries/gp_models.py	1	7	10
pyro/contrib/tracking/dynamic_models.py	examples/dmm/util.py	1	7	2
pyro/contrib/tracking/dynamic_models.py	examples/eight_schools/data.py	1	7	3
pyro/contrib/tracking/dynamic_models.py	examples/eight_schools/mcmc.py	1	7	29
pyro/contrib/tracking/dynamic_models.py	examples/eight_schools/svi.py	1	7	22
pyro/contrib/tracking/dynamic_models.py	examples/einsum.py	1	7	3
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pyro/contrib/tracking/dynamic_models.py	examples/lda.py	1	7	25
pyro/contrib/tracking/dynamic_models.py	examples/minipyro.py	1	7	26
pyro/contrib/tracking/dynamic_models.py	examples/mixed_hmm/experiment.py	1	7	3
pyro/contrib/tracking/dynamic_models.py	examples/mixed_hmm/model.py	1	7	4
pyro/contrib/tracking/dynamic_models.py	examples/rsa/generics.py	1	7	19
pyro/contrib/tracking/dynamic_models.py	examples/rsa/hyperbole.py	1	7	19
pyro/contrib/tracking/dynamic_models.py	examples/rsa/schelling.py	1	7	19
pyro/contrib/tracking/dynamic_models.py	examples/rsa/schelling_false.py	1	7	19
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pyro/contrib/tracking/dynamic_models.py	examples/vae/utils/vae_plots.py	1	7	4
pyro/contrib/tracking/dynamic_models.py	profiler/distributions.py	1	7	11
pyro/contrib/tracking/dynamic_models.py	profiler/hmm.py	1	7	3
pyro/contrib/tracking/dynamic_models.py	pyro/__init__.py	1	7	176
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/__init__.py	1	7	17
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/autoguide.py	1	7	3
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/autoname/__init__.py	1	7	5
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/bnn/__init__.py	1	7	3
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/bnn/hidden_layer.py	1	7	3
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/bnn/utils.py	1	7	3
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/cevae/__init__.py	1	7	3
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/easyguide/__init__.py	1	7	3
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/examples/bart.py	1	7	6
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/examples/multi_mnist.py	1	7	3
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/examples/util.py	1	7	9
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/__init__.py	1	7	14
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/kernels/__init__.py	1	7	12
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/likelihoods/__init__.py	1	7	8
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/models/__init__.py	1	7	11
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/gp/util.py	1	7	19
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/oed/__init__.py	1	7	6
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/oed/glmm/__init__.py	1	7	2
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/oed/glmm/glmm.py	1	7	2
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/oed/util.py	1	7	8
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/timeseries/__init__.py	1	7	9
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/timeseries/base.py	1	7	5
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/timeseries/gp.py	1	7	12
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/timeseries/lgssm.py	1	7	8
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/timeseries/lgssmgp.py	1	7	7
pyro/contrib/tracking/dynamic_models.py	pyro/contrib/tracking/__init__.py	1	7	3
pyro/contrib/tracking/extended_kalman_filter.py	examples/air/main.py	1	8	37
pyro/contrib/tracking/extended_kalman_filter.py	examples/air/viz.py	1	8	6
pyro/contrib/tracking/extended_kalman_filter.py	examples/capture_recapture/cjs.py	1	8	9
pyro/contrib/tracking/extended_kalman_filter.py	examples/contrib/autoname/mixture.py	1	8	22
pyro/contrib/tracking/extended_kalman_filter.py	examples/contrib/autoname/scoping_mixture.py	1	8	22
pyro/contrib/tracking/extended_kalman_filter.py	examples/contrib/autoname/tree_data.py	1	8	21
pyro/contrib/tracking/extended_kalman_filter.py	examples/contrib/cevae/synthetic.py	1	8	8
pyro/contrib/tracking/extended_kalman_filter.py	examples/contrib/timeseries/gp_models.py	1	8	10
pyro/contrib/tracking/extended_kalman_filter.py	examples/dmm/util.py	1	8	2
pyro/contrib/tracking/extended_kalman_filter.py	examples/eight_schools/data.py	1	8	3
pyro/contrib/tracking/extended_kalman_filter.py	examples/eight_schools/mcmc.py	1	8	29
pyro/contrib/tracking/extended_kalman_filter.py	examples/eight_schools/svi.py	1	8	22
pyro/contrib/tracking/extended_kalman_filter.py	examples/einsum.py	1	8	3
pyro/contrib/tracking/extended_kalman_filter.py	examples/inclined_plane.py	1	8	35
pyro/contrib/tracking/extended_kalman_filter.py	examples/lda.py	1	8	25
pyro/contrib/tracking/extended_kalman_filter.py	examples/minipyro.py	1	8	26
pyro/contrib/tracking/extended_kalman_filter.py	examples/mixed_hmm/experiment.py	1	8	3
pyro/contrib/tracking/extended_kalman_filter.py	examples/mixed_hmm/model.py	1	8	4
pyro/contrib/tracking/extended_kalman_filter.py	examples/mixed_hmm/seal_data.py	1	8	5
pyro/contrib/tracking/extended_kalman_filter.py	examples/rsa/generics.py	1	8	19
pyro/contrib/tracking/extended_kalman_filter.py	examples/rsa/hyperbole.py	1	8	19
pyro/contrib/tracking/extended_kalman_filter.py	examples/rsa/schelling.py	1	8	19
pyro/contrib/tracking/extended_kalman_filter.py	examples/rsa/schelling_false.py	1	8	19
pyro/contrib/tracking/extended_kalman_filter.py	examples/smcfilter.py	1	8	3
pyro/contrib/tracking/extended_kalman_filter.py	examples/sparse_regression.py	1	8	18
pyro/contrib/tracking/extended_kalman_filter.py	examples/vae/utils/vae_plots.py	1	8	4
pyro/contrib/tracking/extended_kalman_filter.py	profiler/distributions.py	1	8	11
pyro/contrib/tracking/extended_kalman_filter.py	profiler/hmm.py	1	8	3
pyro/contrib/tracking/extended_kalman_filter.py	pyro/__init__.py	1	8	176
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/__init__.py	1	8	17
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/autoguide.py	1	8	3
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/autoname/__init__.py	1	8	5
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/bnn/__init__.py	1	8	3
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/bnn/hidden_layer.py	1	8	3
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/bnn/utils.py	1	8	3
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/cevae/__init__.py	1	8	3
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/easyguide/__init__.py	1	8	3
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/easyguide/easyguide.py	1	8	9
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/examples/bart.py	1	8	6
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/examples/multi_mnist.py	1	8	3
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/examples/util.py	1	8	9
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/__init__.py	1	8	14
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/kernels/__init__.py	1	8	12
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/likelihoods/__init__.py	1	8	8
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/gp/models/__init__.py	1	8	11
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/oed/__init__.py	1	8	6
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/oed/glmm/__init__.py	1	8	2
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/oed/glmm/glmm.py	1	8	2
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/oed/util.py	1	8	8
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/timeseries/__init__.py	1	8	9
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/timeseries/base.py	1	8	5
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/timeseries/gp.py	1	8	12
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/timeseries/lgssm.py	1	8	8
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/timeseries/lgssmgp.py	1	8	7
pyro/contrib/tracking/extended_kalman_filter.py	pyro/contrib/tracking/__init__.py	1	8	3
pyro/contrib/tracking/hashing.py	examples/air/viz.py	1	8	6
pyro/contrib/tracking/hashing.py	examples/contrib/cevae/synthetic.py	1	8	8
pyro/contrib/tracking/hashing.py	examples/contrib/oed/gp_bayes_opt.py	1	8	9
pyro/contrib/tracking/hashing.py	examples/contrib/timeseries/gp_models.py	1	8	10
pyro/contrib/tracking/hashing.py	examples/dmm/polyphonic_data_loader.py	1	8	16
pyro/contrib/tracking/hashing.py	examples/dmm/util.py	1	8	2
pyro/contrib/tracking/hashing.py	examples/rsa/generics.py	1	8	19
pyro/contrib/tracking/hashing.py	examples/rsa/hyperbole.py	1	8	19
pyro/contrib/tracking/hashing.py	examples/smcfilter.py	1	8	3
pyro/contrib/tracking/hashing.py	examples/sparse_regression.py	1	8	18
pyro/contrib/tracking/hashing.py	examples/vae/utils/vae_plots.py	1	8	4
pyro/contrib/tracking/hashing.py	profiler/hmm.py	1	8	3
pyro/contrib/tracking/hashing.py	pyro/contrib/autoguide.py	1	8	3
pyro/contrib/tracking/hashing.py	pyro/contrib/cevae/__init__.py	1	8	3
pyro/contrib/tracking/hashing.py	pyro/contrib/examples/bart.py	1	8	6
pyro/contrib/tracking/hashing.py	pyro/contrib/examples/multi_mnist.py	1	8	3
pyro/contrib/tracking/hashing.py	pyro/contrib/oed/__init__.py	1	8	6
pyro/contrib/tracking/hashing.py	pyro/contrib/oed/glmm/__init__.py	1	8	2
pyro/contrib/tracking/hashing.py	pyro/contrib/oed/glmm/glmm.py	1	8	2
pyro/contrib/tracking/hashing.py	pyro/contrib/timeseries/__init__.py	1	8	9
pyro/contrib/tracking/hashing.py	pyro/contrib/timeseries/base.py	1	8	5
pyro/contrib/tracking/hashing.py	pyro/contrib/timeseries/gp.py	1	8	12
pyro/contrib/tracking/hashing.py	pyro/contrib/timeseries/lgssm.py	1	8	8
pyro/contrib/tracking/hashing.py	pyro/contrib/timeseries/lgssmgp.py	1	8	7
pyro/contrib/tracking/measurements.py	examples/air/main.py	1	5	37
pyro/contrib/tracking/measurements.py	examples/air/viz.py	1	5	6
pyro/contrib/tracking/measurements.py	examples/capture_recapture/cjs.py	1	5	9
pyro/contrib/tracking/measurements.py	examples/contrib/autoname/mixture.py	1	5	22
pyro/contrib/tracking/measurements.py	examples/contrib/autoname/scoping_mixture.py	1	5	22
pyro/contrib/tracking/measurements.py	examples/contrib/autoname/tree_data.py	1	5	21
pyro/contrib/tracking/measurements.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/contrib/tracking/measurements.py	examples/contrib/timeseries/gp_models.py	1	5	10
pyro/contrib/tracking/measurements.py	examples/dmm/util.py	1	5	2
pyro/contrib/tracking/measurements.py	examples/eight_schools/data.py	1	5	3
pyro/contrib/tracking/measurements.py	examples/eight_schools/mcmc.py	1	5	29
pyro/contrib/tracking/measurements.py	examples/eight_schools/svi.py	1	5	22
pyro/contrib/tracking/measurements.py	examples/einsum.py	1	5	3
pyro/contrib/tracking/measurements.py	examples/inclined_plane.py	1	5	35
pyro/contrib/tracking/measurements.py	examples/lda.py	1	5	25
pyro/contrib/tracking/measurements.py	examples/minipyro.py	1	5	26
pyro/contrib/tracking/measurements.py	examples/mixed_hmm/experiment.py	1	5	3
pyro/contrib/tracking/measurements.py	examples/mixed_hmm/model.py	1	5	4
pyro/contrib/tracking/measurements.py	examples/rsa/generics.py	1	5	19
pyro/contrib/tracking/measurements.py	examples/rsa/hyperbole.py	1	5	19
pyro/contrib/tracking/measurements.py	examples/rsa/schelling.py	1	5	19
pyro/contrib/tracking/measurements.py	examples/rsa/schelling_false.py	1	5	19
pyro/contrib/tracking/measurements.py	examples/smcfilter.py	1	5	3
pyro/contrib/tracking/measurements.py	examples/sparse_regression.py	1	5	18
pyro/contrib/tracking/measurements.py	examples/vae/utils/vae_plots.py	1	5	4
pyro/contrib/tracking/measurements.py	profiler/distributions.py	1	5	11
pyro/contrib/tracking/measurements.py	profiler/hmm.py	1	5	3
pyro/contrib/tracking/measurements.py	pyro/__init__.py	1	5	176
pyro/contrib/tracking/measurements.py	pyro/contrib/__init__.py	1	5	17
pyro/contrib/tracking/measurements.py	pyro/contrib/autoguide.py	1	5	3
pyro/contrib/tracking/measurements.py	pyro/contrib/autoname/__init__.py	1	5	5
pyro/contrib/tracking/measurements.py	pyro/contrib/bnn/__init__.py	1	5	3
pyro/contrib/tracking/measurements.py	pyro/contrib/bnn/hidden_layer.py	1	5	3
pyro/contrib/tracking/measurements.py	pyro/contrib/bnn/utils.py	1	5	3
pyro/contrib/tracking/measurements.py	pyro/contrib/cevae/__init__.py	1	5	3
pyro/contrib/tracking/measurements.py	pyro/contrib/easyguide/__init__.py	1	5	3
pyro/contrib/tracking/measurements.py	pyro/contrib/examples/bart.py	1	5	6
pyro/contrib/tracking/measurements.py	pyro/contrib/examples/multi_mnist.py	1	5	3
pyro/contrib/tracking/measurements.py	pyro/contrib/examples/util.py	1	5	9
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/__init__.py	1	5	14
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/kernels/__init__.py	1	5	12
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/likelihoods/__init__.py	1	5	8
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/models/__init__.py	1	5	11
pyro/contrib/tracking/measurements.py	pyro/contrib/gp/util.py	1	5	19
pyro/contrib/tracking/measurements.py	pyro/contrib/oed/__init__.py	1	5	6
pyro/contrib/tracking/measurements.py	pyro/contrib/oed/glmm/__init__.py	1	5	2
pyro/contrib/tracking/measurements.py	pyro/contrib/oed/glmm/glmm.py	1	5	2
pyro/contrib/tracking/measurements.py	pyro/contrib/oed/util.py	1	5	8
pyro/contrib/tracking/measurements.py	pyro/contrib/timeseries/__init__.py	1	5	9
pyro/contrib/tracking/measurements.py	pyro/contrib/timeseries/base.py	1	5	5
pyro/contrib/tracking/measurements.py	pyro/contrib/timeseries/gp.py	1	5	12
pyro/contrib/tracking/measurements.py	pyro/contrib/timeseries/lgssm.py	1	5	8
pyro/contrib/tracking/measurements.py	pyro/contrib/timeseries/lgssmgp.py	1	5	7
pyro/contrib/tracking/measurements.py	pyro/contrib/tracking/__init__.py	1	5	3
pyro/contrib/util.py	examples/air/air.py	1	6	36
pyro/contrib/util.py	examples/air/modules.py	1	6	6
pyro/contrib/util.py	examples/air/viz.py	1	6	6
pyro/contrib/util.py	examples/contrib/cevae/synthetic.py	1	6	8
pyro/contrib/util.py	examples/contrib/oed/gp_bayes_opt.py	1	6	9
pyro/contrib/util.py	examples/contrib/timeseries/gp_models.py	1	6	10
pyro/contrib/util.py	examples/dmm/dmm.py	1	6	56
pyro/contrib/util.py	examples/dmm/polyphonic_data_loader.py	1	6	16
pyro/contrib/util.py	examples/dmm/util.py	1	6	2
pyro/contrib/util.py	examples/rsa/generics.py	1	6	19
pyro/contrib/util.py	examples/rsa/hyperbole.py	1	6	19
pyro/contrib/util.py	examples/rsa/semantic_parsing.py	1	6	20
pyro/contrib/util.py	examples/smcfilter.py	1	6	3
pyro/contrib/util.py	examples/vae/ss_vae_M2.py	1	6	34
pyro/contrib/util.py	examples/vae/utils/custom_mlp.py	1	6	6
pyro/contrib/util.py	examples/vae/utils/mnist_cached.py	1	6	9
pyro/contrib/util.py	examples/vae/utils/vae_plots.py	1	6	4
pyro/contrib/util.py	examples/vae/vae.py	1	6	29
pyro/contrib/util.py	examples/vae/vae_comparison.py	1	6	29
pyro/contrib/util.py	profiler/hmm.py	1	6	3
pyro/contrib/util.py	pyro/contrib/autoname/scoping.py	1	6	6
pyro/contrib/util.py	pyro/contrib/cevae/__init__.py	1	6	3
pyro/contrib/util.py	pyro/contrib/conjugate/infer.py	1	6	4
pyro/contrib/util.py	pyro/contrib/examples/bart.py	1	6	6
pyro/contrib/util.py	pyro/contrib/examples/multi_mnist.py	1	6	3
pyro/contrib/util.py	pyro/contrib/oed/glmm/__init__.py	1	6	2
pyro/contrib/util.py	pyro/contrib/oed/glmm/glmm.py	1	6	2
pyro/contrib/util.py	pyro/contrib/oed/glmm/guides.py	1	6	3
pyro/contrib/util.py	pyro/contrib/oed/search.py	1	6	4
pyro/contrib/util.py	pyro/contrib/timeseries/__init__.py	1	6	9
pyro/contrib/util.py	pyro/contrib/timeseries/base.py	1	6	5
pyro/contrib/util.py	pyro/contrib/timeseries/gp.py	1	6	12
pyro/contrib/util.py	pyro/contrib/timeseries/lgssm.py	1	6	8
pyro/contrib/util.py	pyro/contrib/timeseries/lgssmgp.py	1	6	7
pyro/contrib/util.py	pyro/contrib/tracking/dynamic_models.py	1	6	7
pyro/contrib/util.py	pyro/contrib/tracking/extended_kalman_filter.py	1	6	8
pyro/contrib/util.py	pyro/contrib/tracking/measurements.py	1	6	5
pyro/distributions/__init__.py	pyro/contrib/forecast/util.py	1	114	9
pyro/distributions/__init__.py	examples/air/modules.py	1	114	6
pyro/distributions/__init__.py	examples/air/viz.py	1	114	6
pyro/distributions/__init__.py	examples/contrib/cevae/synthetic.py	1	114	8
pyro/distributions/__init__.py	examples/contrib/oed/gp_bayes_opt.py	1	114	9
pyro/distributions/__init__.py	examples/contrib/timeseries/gp_models.py	1	114	10
pyro/distributions/__init__.py	examples/dmm/util.py	1	114	2
pyro/distributions/__init__.py	examples/smcfilter.py	1	114	3
pyro/distributions/__init__.py	examples/sparse_regression.py	1	114	18
pyro/distributions/__init__.py	examples/vae/utils/vae_plots.py	1	114	4
pyro/distributions/__init__.py	examples/vae/vae.py	1	114	29
pyro/distributions/__init__.py	profiler/hmm.py	1	114	3
pyro/distributions/__init__.py	pyro/contrib/autoguide.py	1	114	3
pyro/distributions/__init__.py	pyro/contrib/autoname/scoping.py	1	114	6
pyro/distributions/__init__.py	pyro/contrib/cevae/__init__.py	1	114	3
pyro/distributions/__init__.py	pyro/contrib/conjugate/infer.py	1	114	4
pyro/distributions/__init__.py	pyro/contrib/examples/bart.py	1	114	6
pyro/distributions/__init__.py	pyro/contrib/examples/multi_mnist.py	1	114	3
pyro/distributions/__init__.py	pyro/contrib/oed/__init__.py	1	114	6
pyro/distributions/__init__.py	pyro/contrib/oed/glmm/__init__.py	1	114	2
pyro/distributions/__init__.py	pyro/contrib/oed/glmm/glmm.py	1	114	2
pyro/distributions/__init__.py	pyro/contrib/oed/glmm/guides.py	1	114	3
pyro/distributions/__init__.py	pyro/contrib/oed/search.py	1	114	4
pyro/distributions/__init__.py	pyro/contrib/timeseries/__init__.py	1	114	9
pyro/distributions/__init__.py	pyro/contrib/timeseries/base.py	1	114	5
pyro/distributions/__init__.py	pyro/contrib/timeseries/gp.py	1	114	12
pyro/distributions/__init__.py	pyro/contrib/timeseries/lgssm.py	1	114	8
pyro/distributions/__init__.py	pyro/contrib/timeseries/lgssmgp.py	1	114	7
pyro/distributions/__init__.py	pyro/contrib/tracking/dynamic_models.py	1	114	7
pyro/distributions/__init__.py	pyro/contrib/tracking/extended_kalman_filter.py	1	114	8
pyro/distributions/__init__.py	pyro/contrib/tracking/measurements.py	1	114	5
pyro/distributions/avf_mvn.py	examples/air/viz.py	1	6	6
pyro/distributions/avf_mvn.py	examples/contrib/cevae/synthetic.py	1	6	8
pyro/distributions/avf_mvn.py	examples/contrib/timeseries/gp_models.py	1	6	10
pyro/distributions/avf_mvn.py	examples/dmm/util.py	1	6	2
pyro/distributions/avf_mvn.py	examples/rsa/generics.py	1	6	19
pyro/distributions/avf_mvn.py	examples/rsa/hyperbole.py	1	6	19
pyro/distributions/avf_mvn.py	examples/smcfilter.py	1	6	3
pyro/distributions/avf_mvn.py	examples/sparse_regression.py	1	6	18
pyro/distributions/avf_mvn.py	examples/vae/utils/vae_plots.py	1	6	4
pyro/distributions/avf_mvn.py	profiler/hmm.py	1	6	3
pyro/distributions/avf_mvn.py	pyro/contrib/autoguide.py	1	6	3
pyro/distributions/avf_mvn.py	pyro/contrib/cevae/__init__.py	1	6	3
pyro/distributions/avf_mvn.py	pyro/contrib/examples/bart.py	1	6	6
pyro/distributions/avf_mvn.py	pyro/contrib/examples/multi_mnist.py	1	6	3
pyro/distributions/avf_mvn.py	pyro/contrib/oed/__init__.py	1	6	6
pyro/distributions/avf_mvn.py	pyro/contrib/oed/glmm/__init__.py	1	6	2
pyro/distributions/avf_mvn.py	pyro/contrib/oed/glmm/glmm.py	1	6	2
pyro/distributions/avf_mvn.py	pyro/contrib/timeseries/__init__.py	1	6	9
pyro/distributions/avf_mvn.py	pyro/contrib/timeseries/base.py	1	6	5
pyro/distributions/avf_mvn.py	pyro/contrib/timeseries/gp.py	1	6	12
pyro/distributions/avf_mvn.py	pyro/contrib/timeseries/lgssm.py	1	6	8
pyro/distributions/avf_mvn.py	pyro/contrib/timeseries/lgssmgp.py	1	6	7
pyro/distributions/coalescent.py	pyro/contrib/epidemiology/__init__.py	1	4	13
pyro/distributions/coalescent.py	examples/sir_hmc.py	1	4	11
pyro/distributions/coalescent.py	pyro/contrib/epidemiology/compartmental.py	1	4	33
pyro/distributions/coalescent.py	pyro/contrib/epidemiology/distributions.py	1	4	9
pyro/distributions/coalescent.py	pyro/contrib/epidemiology/util.py	1	4	8
pyro/distributions/coalescent.py	pyro/distributions/__init__.py	1	4	114
pyro/distributions/conditional.py	examples/air/main.py	1	5	37
pyro/distributions/conditional.py	examples/air/viz.py	1	5	6
pyro/distributions/conditional.py	examples/baseball.py	1	5	46
pyro/distributions/conditional.py	examples/capture_recapture/cjs.py	1	5	9
pyro/distributions/conditional.py	examples/contrib/autoname/mixture.py	1	5	22
pyro/distributions/conditional.py	examples/contrib/autoname/scoping_mixture.py	1	5	22
pyro/distributions/conditional.py	examples/contrib/autoname/tree_data.py	1	5	21
pyro/distributions/conditional.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/distributions/conditional.py	examples/contrib/oed/gp_bayes_opt.py	1	5	9
pyro/distributions/conditional.py	examples/contrib/timeseries/gp_models.py	1	5	10
pyro/distributions/conditional.py	examples/dmm/polyphonic_data_loader.py	1	5	16
pyro/distributions/conditional.py	examples/dmm/util.py	1	5	2
pyro/distributions/conditional.py	examples/eight_schools/data.py	1	5	3
pyro/distributions/conditional.py	examples/eight_schools/mcmc.py	1	5	29
pyro/distributions/conditional.py	examples/eight_schools/svi.py	1	5	22
pyro/distributions/conditional.py	examples/einsum.py	1	5	3
pyro/distributions/conditional.py	examples/inclined_plane.py	1	5	35
pyro/distributions/conditional.py	examples/lda.py	1	5	25
pyro/distributions/conditional.py	examples/lkj.py	1	5	20
pyro/distributions/conditional.py	examples/minipyro.py	1	5	26
pyro/distributions/conditional.py	examples/mixed_hmm/experiment.py	1	5	3
pyro/distributions/conditional.py	examples/mixed_hmm/model.py	1	5	4
pyro/distributions/conditional.py	examples/mixed_hmm/seal_data.py	1	5	5
pyro/distributions/conditional.py	examples/rsa/generics.py	1	5	19
pyro/distributions/conditional.py	examples/rsa/hyperbole.py	1	5	19
pyro/distributions/conditional.py	examples/rsa/schelling.py	1	5	19
pyro/distributions/conditional.py	examples/rsa/schelling_false.py	1	5	19
pyro/distributions/conditional.py	examples/smcfilter.py	1	5	3
pyro/distributions/conditional.py	examples/sparse_regression.py	1	5	18
pyro/distributions/conditional.py	examples/vae/utils/vae_plots.py	1	5	4
pyro/distributions/conditional.py	profiler/distributions.py	1	5	11
pyro/distributions/conditional.py	profiler/hmm.py	1	5	3
pyro/distributions/conditional.py	pyro/__init__.py	1	5	176
pyro/distributions/conditional.py	pyro/contrib/__init__.py	1	5	17
pyro/distributions/conditional.py	pyro/contrib/autoguide.py	1	5	3
pyro/distributions/conditional.py	pyro/contrib/autoname/__init__.py	1	5	5
pyro/distributions/conditional.py	pyro/contrib/bnn/__init__.py	1	5	3
pyro/distributions/conditional.py	pyro/contrib/bnn/hidden_layer.py	1	5	3
pyro/distributions/conditional.py	pyro/contrib/bnn/utils.py	1	5	3
pyro/distributions/conditional.py	pyro/contrib/cevae/__init__.py	1	5	3
pyro/distributions/conditional.py	pyro/contrib/easyguide/__init__.py	1	5	3
pyro/distributions/conditional.py	pyro/contrib/easyguide/easyguide.py	1	5	9
pyro/distributions/conditional.py	pyro/contrib/examples/bart.py	1	5	6
pyro/distributions/conditional.py	pyro/contrib/examples/multi_mnist.py	1	5	3
pyro/distributions/conditional.py	pyro/contrib/examples/util.py	1	5	9
pyro/distributions/conditional.py	pyro/contrib/gp/__init__.py	1	5	14
pyro/distributions/conditional.py	pyro/contrib/gp/kernels/__init__.py	1	5	12
pyro/distributions/conditional.py	pyro/contrib/gp/likelihoods/__init__.py	1	5	8
pyro/distributions/conditional.py	pyro/contrib/gp/models/__init__.py	1	5	11
pyro/distributions/conditional.py	pyro/contrib/gp/util.py	1	5	19
pyro/distributions/conditional.py	pyro/contrib/oed/__init__.py	1	5	6
pyro/distributions/conditional.py	pyro/contrib/oed/glmm/__init__.py	1	5	2
pyro/distributions/conditional.py	pyro/contrib/oed/glmm/glmm.py	1	5	2
pyro/distributions/conditional.py	pyro/contrib/oed/util.py	1	5	8
pyro/distributions/conditional.py	pyro/contrib/timeseries/__init__.py	1	5	9
pyro/distributions/conditional.py	pyro/contrib/timeseries/base.py	1	5	5
pyro/distributions/conditional.py	pyro/contrib/timeseries/gp.py	1	5	12
pyro/distributions/conditional.py	pyro/contrib/timeseries/lgssm.py	1	5	8
pyro/distributions/conditional.py	pyro/contrib/timeseries/lgssmgp.py	1	5	7
pyro/distributions/conditional.py	pyro/contrib/tracking/__init__.py	1	5	3
pyro/distributions/conditional.py	pyro/contrib/util.py	1	5	6
pyro/distributions/conjugate.py	examples/sir_hmc.py	1	13	11
pyro/distributions/conjugate.py	pyro/contrib/epidemiology/util.py	1	13	8
pyro/distributions/conjugate.py	pyro/distributions/coalescent.py	1	13	4
pyro/distributions/conjugate.py	examples/air/viz.py	1	13	6
pyro/distributions/conjugate.py	examples/contrib/cevae/synthetic.py	1	13	8
pyro/distributions/conjugate.py	examples/contrib/timeseries/gp_models.py	1	13	10
pyro/distributions/conjugate.py	examples/dmm/util.py	1	13	2
pyro/distributions/conjugate.py	examples/rsa/generics.py	1	13	19
pyro/distributions/conjugate.py	examples/rsa/hyperbole.py	1	13	19
pyro/distributions/conjugate.py	examples/smcfilter.py	1	13	3
pyro/distributions/conjugate.py	examples/sparse_regression.py	1	13	18
pyro/distributions/conjugate.py	examples/vae/utils/vae_plots.py	1	13	4
pyro/distributions/conjugate.py	profiler/hmm.py	1	13	3
pyro/distributions/conjugate.py	pyro/contrib/autoguide.py	1	13	3
pyro/distributions/conjugate.py	pyro/contrib/cevae/__init__.py	1	13	3
pyro/distributions/conjugate.py	pyro/contrib/examples/bart.py	1	13	6
pyro/distributions/conjugate.py	pyro/contrib/examples/multi_mnist.py	1	13	3
pyro/distributions/conjugate.py	pyro/contrib/oed/__init__.py	1	13	6
pyro/distributions/conjugate.py	pyro/contrib/oed/glmm/__init__.py	1	13	2
pyro/distributions/conjugate.py	pyro/contrib/oed/glmm/glmm.py	1	13	2
pyro/distributions/conjugate.py	pyro/contrib/timeseries/__init__.py	1	13	9
pyro/distributions/conjugate.py	pyro/contrib/timeseries/base.py	1	13	5
pyro/distributions/conjugate.py	pyro/contrib/timeseries/gp.py	1	13	12
pyro/distributions/conjugate.py	pyro/contrib/timeseries/lgssm.py	1	13	8
pyro/distributions/conjugate.py	pyro/contrib/timeseries/lgssmgp.py	1	13	7
pyro/distributions/constraints.py	examples/air/air.py	1	4	36
pyro/distributions/constraints.py	examples/air/main.py	1	4	37
pyro/distributions/constraints.py	examples/air/modules.py	1	4	6
pyro/distributions/constraints.py	examples/air/viz.py	1	4	6
pyro/distributions/constraints.py	examples/baseball.py	1	4	46
pyro/distributions/constraints.py	examples/capture_recapture/cjs.py	1	4	9
pyro/distributions/constraints.py	examples/contrib/autoname/mixture.py	1	4	22
pyro/distributions/constraints.py	examples/contrib/autoname/scoping_mixture.py	1	4	22
pyro/distributions/constraints.py	examples/contrib/autoname/tree_data.py	1	4	21
pyro/distributions/constraints.py	examples/contrib/cevae/synthetic.py	1	4	8
pyro/distributions/constraints.py	examples/contrib/gp/sv-dkl.py	1	4	34
pyro/distributions/constraints.py	examples/contrib/oed/gp_bayes_opt.py	1	4	9
pyro/distributions/constraints.py	examples/contrib/timeseries/gp_models.py	1	4	10
pyro/distributions/constraints.py	examples/dmm/polyphonic_data_loader.py	1	4	16
pyro/distributions/constraints.py	examples/dmm/util.py	1	4	2
pyro/distributions/constraints.py	examples/eight_schools/data.py	1	4	3
pyro/distributions/constraints.py	examples/eight_schools/mcmc.py	1	4	29
pyro/distributions/constraints.py	examples/eight_schools/svi.py	1	4	22
pyro/distributions/constraints.py	examples/einsum.py	1	4	3
pyro/distributions/constraints.py	examples/hmm.py	1	4	45
pyro/distributions/constraints.py	examples/inclined_plane.py	1	4	35
pyro/distributions/constraints.py	examples/lda.py	1	4	25
pyro/distributions/constraints.py	examples/lkj.py	1	4	20
pyro/distributions/constraints.py	examples/minipyro.py	1	4	26
pyro/distributions/constraints.py	examples/mixed_hmm/experiment.py	1	4	3
pyro/distributions/constraints.py	examples/mixed_hmm/model.py	1	4	4
pyro/distributions/constraints.py	examples/mixed_hmm/seal_data.py	1	4	5
pyro/distributions/constraints.py	examples/rsa/generics.py	1	4	19
pyro/distributions/constraints.py	examples/rsa/hyperbole.py	1	4	19
pyro/distributions/constraints.py	examples/rsa/schelling.py	1	4	19
pyro/distributions/constraints.py	examples/rsa/schelling_false.py	1	4	19
pyro/distributions/constraints.py	examples/rsa/search_inference.py	1	4	9
pyro/distributions/constraints.py	examples/rsa/semantic_parsing.py	1	4	20
pyro/distributions/constraints.py	examples/smcfilter.py	1	4	3
pyro/distributions/constraints.py	examples/sparse_gamma_def.py	1	4	28
pyro/distributions/constraints.py	examples/sparse_regression.py	1	4	18
pyro/distributions/constraints.py	examples/vae/ss_vae_M2.py	1	4	34
pyro/distributions/constraints.py	examples/vae/utils/custom_mlp.py	1	4	6
pyro/distributions/constraints.py	examples/vae/utils/mnist_cached.py	1	4	9
pyro/distributions/constraints.py	examples/vae/utils/vae_plots.py	1	4	4
pyro/distributions/constraints.py	examples/vae/vae.py	1	4	29
pyro/distributions/constraints.py	examples/vae/vae_comparison.py	1	4	29
pyro/distributions/constraints.py	profiler/distributions.py	1	4	11
pyro/distributions/constraints.py	profiler/hmm.py	1	4	3
pyro/distributions/constraints.py	profiler/profiling_utils.py	1	4	5
pyro/distributions/constraints.py	pyro/__init__.py	1	4	176
pyro/distributions/constraints.py	pyro/contrib/__init__.py	1	4	17
pyro/distributions/constraints.py	pyro/contrib/autoguide.py	1	4	3
pyro/distributions/constraints.py	pyro/contrib/autoname/__init__.py	1	4	5
pyro/distributions/constraints.py	pyro/contrib/autoname/named.py	1	4	5
pyro/distributions/constraints.py	pyro/contrib/autoname/scoping.py	1	4	6
pyro/distributions/constraints.py	pyro/contrib/bnn/__init__.py	1	4	3
pyro/distributions/constraints.py	pyro/contrib/bnn/hidden_layer.py	1	4	3
pyro/distributions/constraints.py	pyro/contrib/bnn/utils.py	1	4	3
pyro/distributions/constraints.py	pyro/contrib/cevae/__init__.py	1	4	3
pyro/distributions/constraints.py	pyro/contrib/conjugate/infer.py	1	4	4
pyro/distributions/constraints.py	pyro/contrib/easyguide/__init__.py	1	4	3
pyro/distributions/constraints.py	pyro/contrib/easyguide/easyguide.py	1	4	9
pyro/distributions/constraints.py	pyro/contrib/examples/bart.py	1	4	6
pyro/distributions/constraints.py	pyro/contrib/examples/multi_mnist.py	1	4	3
pyro/distributions/constraints.py	pyro/contrib/examples/util.py	1	4	9
pyro/distributions/constraints.py	pyro/contrib/gp/__init__.py	1	4	14
pyro/distributions/constraints.py	pyro/contrib/gp/kernels/__init__.py	1	4	12
pyro/distributions/constraints.py	pyro/contrib/gp/kernels/brownian.py	1	4	12
pyro/distributions/constraints.py	pyro/contrib/gp/kernels/coregionalize.py	1	4	9
pyro/distributions/constraints.py	pyro/contrib/gp/kernels/dot_product.py	1	4	13
pyro/distributions/constraints.py	pyro/contrib/gp/kernels/isotropic.py	1	4	14
pyro/distributions/constraints.py	pyro/contrib/gp/kernels/kernel.py	1	4	22
pyro/distributions/constraints.py	pyro/contrib/gp/kernels/periodic.py	1	4	12
pyro/distributions/constraints.py	pyro/contrib/gp/kernels/static.py	1	4	13
pyro/distributions/constraints.py	pyro/contrib/gp/likelihoods/__init__.py	1	4	8
pyro/distributions/constraints.py	pyro/contrib/gp/likelihoods/binary.py	1	4	17
pyro/distributions/constraints.py	pyro/contrib/gp/likelihoods/gaussian.py	1	4	18
pyro/distributions/constraints.py	pyro/contrib/gp/likelihoods/likelihood.py	1	4	12
pyro/distributions/constraints.py	pyro/contrib/gp/likelihoods/multi_class.py	1	4	15
pyro/distributions/constraints.py	pyro/contrib/gp/likelihoods/poisson.py	1	4	11
pyro/distributions/constraints.py	pyro/contrib/gp/models/__init__.py	1	4	11
pyro/distributions/constraints.py	pyro/contrib/gp/models/gplvm.py	1	4	12
pyro/distributions/constraints.py	pyro/contrib/gp/models/gpr.py	1	4	27
pyro/distributions/constraints.py	pyro/contrib/gp/models/model.py	1	4	24
pyro/distributions/constraints.py	pyro/contrib/gp/models/sgpr.py	1	4	32
pyro/distributions/constraints.py	pyro/contrib/gp/models/vgp.py	1	4	21
pyro/distributions/constraints.py	pyro/contrib/gp/models/vsgp.py	1	4	11
pyro/distributions/constraints.py	pyro/contrib/gp/parameterized.py	1	4	8
pyro/distributions/constraints.py	pyro/contrib/gp/util.py	1	4	19
pyro/distributions/constraints.py	pyro/contrib/minipyro.py	1	4	17
pyro/distributions/constraints.py	pyro/contrib/oed/__init__.py	1	4	6
pyro/distributions/constraints.py	pyro/contrib/oed/eig.py	1	4	17
pyro/distributions/constraints.py	pyro/contrib/oed/glmm/__init__.py	1	4	2
pyro/distributions/constraints.py	pyro/contrib/oed/glmm/glmm.py	1	4	2
pyro/distributions/constraints.py	pyro/contrib/oed/glmm/guides.py	1	4	3
pyro/distributions/constraints.py	pyro/contrib/oed/search.py	1	4	4
pyro/distributions/constraints.py	pyro/contrib/oed/util.py	1	4	8
pyro/distributions/constraints.py	pyro/contrib/timeseries/__init__.py	1	4	9
pyro/distributions/constraints.py	pyro/contrib/timeseries/base.py	1	4	5
pyro/distributions/constraints.py	pyro/contrib/timeseries/gp.py	1	4	12
pyro/distributions/constraints.py	pyro/contrib/timeseries/lgssm.py	1	4	8
pyro/distributions/constraints.py	pyro/contrib/timeseries/lgssmgp.py	1	4	7
pyro/distributions/constraints.py	pyro/contrib/tracking/__init__.py	1	4	3
pyro/distributions/constraints.py	pyro/contrib/tracking/assignment.py	1	4	9
pyro/distributions/constraints.py	pyro/contrib/tracking/distributions.py	1	4	6
pyro/distributions/constraints.py	pyro/contrib/tracking/dynamic_models.py	1	4	7
pyro/distributions/constraints.py	pyro/contrib/tracking/extended_kalman_filter.py	1	4	8
pyro/distributions/constraints.py	pyro/contrib/tracking/hashing.py	1	4	8
pyro/distributions/constraints.py	pyro/contrib/tracking/measurements.py	1	4	5
pyro/distributions/constraints.py	pyro/contrib/util.py	1	4	6
pyro/distributions/constraints.py	pyro/distributions/avf_mvn.py	1	4	6
pyro/distributions/constraints.py	pyro/distributions/conditional.py	1	4	5
pyro/distributions/constraints.py	pyro/distributions/conjugate.py	1	4	13
pyro/distributions/delta.py	examples/air/viz.py	1	44	6
pyro/distributions/delta.py	examples/contrib/cevae/synthetic.py	1	44	8
pyro/distributions/delta.py	examples/contrib/timeseries/gp_models.py	1	44	10
pyro/distributions/delta.py	examples/dmm/util.py	1	44	2
pyro/distributions/delta.py	examples/rsa/generics.py	1	44	19
pyro/distributions/delta.py	examples/rsa/hyperbole.py	1	44	19
pyro/distributions/delta.py	examples/smcfilter.py	1	44	3
pyro/distributions/delta.py	examples/sparse_regression.py	1	44	18
pyro/distributions/delta.py	examples/vae/utils/vae_plots.py	1	44	4
pyro/distributions/delta.py	profiler/hmm.py	1	44	3
pyro/distributions/delta.py	pyro/contrib/autoguide.py	1	44	3
pyro/distributions/delta.py	pyro/contrib/cevae/__init__.py	1	44	3
pyro/distributions/delta.py	pyro/contrib/examples/bart.py	1	44	6
pyro/distributions/delta.py	pyro/contrib/examples/multi_mnist.py	1	44	3
pyro/distributions/delta.py	pyro/contrib/oed/__init__.py	1	44	6
pyro/distributions/delta.py	pyro/contrib/oed/glmm/__init__.py	1	44	2
pyro/distributions/delta.py	pyro/contrib/oed/glmm/glmm.py	1	44	2
pyro/distributions/delta.py	pyro/contrib/timeseries/__init__.py	1	44	9
pyro/distributions/delta.py	pyro/contrib/timeseries/base.py	1	44	5
pyro/distributions/delta.py	pyro/contrib/timeseries/gp.py	1	44	12
pyro/distributions/delta.py	pyro/contrib/timeseries/lgssm.py	1	44	8
pyro/distributions/delta.py	pyro/contrib/timeseries/lgssmgp.py	1	44	7
pyro/distributions/delta.py	pyro/distributions/constraints.py	1	44	4
pyro/distributions/diag_normal_mixture.py	examples/air/viz.py	1	8	6
pyro/distributions/diag_normal_mixture.py	examples/contrib/cevae/synthetic.py	1	8	8
pyro/distributions/diag_normal_mixture.py	examples/contrib/timeseries/gp_models.py	1	8	10
pyro/distributions/diag_normal_mixture.py	examples/dmm/util.py	1	8	2
pyro/distributions/diag_normal_mixture.py	examples/rsa/generics.py	1	8	19
pyro/distributions/diag_normal_mixture.py	examples/rsa/hyperbole.py	1	8	19
pyro/distributions/diag_normal_mixture.py	examples/smcfilter.py	1	8	3
pyro/distributions/diag_normal_mixture.py	examples/sparse_regression.py	1	8	18
pyro/distributions/diag_normal_mixture.py	examples/vae/utils/vae_plots.py	1	8	4
pyro/distributions/diag_normal_mixture.py	profiler/hmm.py	1	8	3
pyro/distributions/diag_normal_mixture.py	pyro/contrib/autoguide.py	1	8	3
pyro/distributions/diag_normal_mixture.py	pyro/contrib/cevae/__init__.py	1	8	3
pyro/distributions/diag_normal_mixture.py	pyro/contrib/examples/bart.py	1	8	6
pyro/distributions/diag_normal_mixture.py	pyro/contrib/examples/multi_mnist.py	1	8	3
pyro/distributions/diag_normal_mixture.py	pyro/contrib/oed/__init__.py	1	8	6
pyro/distributions/diag_normal_mixture.py	pyro/contrib/oed/glmm/__init__.py	1	8	2
pyro/distributions/diag_normal_mixture.py	pyro/contrib/oed/glmm/glmm.py	1	8	2
pyro/distributions/diag_normal_mixture.py	pyro/contrib/timeseries/__init__.py	1	8	9
pyro/distributions/diag_normal_mixture.py	pyro/contrib/timeseries/base.py	1	8	5
pyro/distributions/diag_normal_mixture.py	pyro/contrib/timeseries/gp.py	1	8	12
pyro/distributions/diag_normal_mixture.py	pyro/contrib/timeseries/lgssm.py	1	8	8
pyro/distributions/diag_normal_mixture.py	pyro/contrib/timeseries/lgssmgp.py	1	8	7
pyro/distributions/diag_normal_mixture.py	pyro/distributions/constraints.py	1	8	4
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/air/viz.py	1	9	6
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/contrib/cevae/synthetic.py	1	9	8
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/contrib/timeseries/gp_models.py	1	9	10
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/dmm/util.py	1	9	2
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/rsa/generics.py	1	9	19
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/rsa/hyperbole.py	1	9	19
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/smcfilter.py	1	9	3
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/sparse_regression.py	1	9	18
pyro/distributions/diag_normal_mixture_shared_cov.py	examples/vae/utils/vae_plots.py	1	9	4
pyro/distributions/diag_normal_mixture_shared_cov.py	profiler/hmm.py	1	9	3
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/autoguide.py	1	9	3
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/cevae/__init__.py	1	9	3
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/examples/bart.py	1	9	6
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/examples/multi_mnist.py	1	9	3
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/oed/__init__.py	1	9	6
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/oed/glmm/__init__.py	1	9	2
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/oed/glmm/glmm.py	1	9	2
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/timeseries/__init__.py	1	9	9
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/timeseries/base.py	1	9	5
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/timeseries/gp.py	1	9	12
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/timeseries/lgssm.py	1	9	8
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/contrib/timeseries/lgssmgp.py	1	9	7
pyro/distributions/diag_normal_mixture_shared_cov.py	pyro/distributions/constraints.py	1	9	4
pyro/distributions/distribution.py	pyro/contrib/randomvariable/__init__.py	1	44	2
pyro/distributions/distribution.py	pyro/contrib/randomvariable/random_variable.py	1	44	1
pyro/distributions/distribution.py	examples/air/modules.py	1	44	6
pyro/distributions/distribution.py	examples/air/viz.py	1	44	6
pyro/distributions/distribution.py	examples/contrib/cevae/synthetic.py	1	44	8
pyro/distributions/distribution.py	examples/contrib/oed/gp_bayes_opt.py	1	44	9
pyro/distributions/distribution.py	examples/contrib/timeseries/gp_models.py	1	44	10
pyro/distributions/distribution.py	examples/dmm/util.py	1	44	2
pyro/distributions/distribution.py	examples/rsa/generics.py	1	44	19
pyro/distributions/distribution.py	examples/rsa/hyperbole.py	1	44	19
pyro/distributions/distribution.py	examples/rsa/semantic_parsing.py	1	44	20
pyro/distributions/distribution.py	examples/smcfilter.py	1	44	3
pyro/distributions/distribution.py	examples/vae/ss_vae_M2.py	1	44	34
pyro/distributions/distribution.py	examples/vae/utils/custom_mlp.py	1	44	6
pyro/distributions/distribution.py	examples/vae/utils/mnist_cached.py	1	44	9
pyro/distributions/distribution.py	examples/vae/utils/vae_plots.py	1	44	4
pyro/distributions/distribution.py	examples/vae/vae.py	1	44	29
pyro/distributions/distribution.py	profiler/hmm.py	1	44	3
pyro/distributions/distribution.py	pyro/contrib/autoguide.py	1	44	3
pyro/distributions/distribution.py	pyro/contrib/autoname/scoping.py	1	44	6
pyro/distributions/distribution.py	pyro/contrib/cevae/__init__.py	1	44	3
pyro/distributions/distribution.py	pyro/contrib/conjugate/infer.py	1	44	4
pyro/distributions/distribution.py	pyro/contrib/examples/bart.py	1	44	6
pyro/distributions/distribution.py	pyro/contrib/examples/multi_mnist.py	1	44	3
pyro/distributions/distribution.py	pyro/contrib/oed/__init__.py	1	44	6
pyro/distributions/distribution.py	pyro/contrib/oed/glmm/__init__.py	1	44	2
pyro/distributions/distribution.py	pyro/contrib/oed/glmm/glmm.py	1	44	2
pyro/distributions/distribution.py	pyro/contrib/oed/glmm/guides.py	1	44	3
pyro/distributions/distribution.py	pyro/contrib/timeseries/__init__.py	1	44	9
pyro/distributions/distribution.py	pyro/contrib/timeseries/base.py	1	44	5
pyro/distributions/distribution.py	pyro/contrib/timeseries/gp.py	1	44	12
pyro/distributions/distribution.py	pyro/contrib/timeseries/lgssm.py	1	44	8
pyro/distributions/distribution.py	pyro/contrib/timeseries/lgssmgp.py	1	44	7
pyro/distributions/distribution.py	pyro/contrib/tracking/extended_kalman_filter.py	1	44	8
pyro/distributions/distribution.py	pyro/distributions/conditional.py	1	44	5
pyro/distributions/distribution.py	pyro/distributions/constraints.py	1	44	4
pyro/distributions/empirical.py	examples/air/viz.py	1	13	6
pyro/distributions/empirical.py	examples/contrib/cevae/synthetic.py	1	13	8
pyro/distributions/empirical.py	examples/contrib/oed/gp_bayes_opt.py	1	13	9
pyro/distributions/empirical.py	examples/contrib/timeseries/gp_models.py	1	13	10
pyro/distributions/empirical.py	examples/dmm/util.py	1	13	2
pyro/distributions/empirical.py	examples/rsa/generics.py	1	13	19
pyro/distributions/empirical.py	examples/rsa/hyperbole.py	1	13	19
pyro/distributions/empirical.py	examples/smcfilter.py	1	13	3
pyro/distributions/empirical.py	examples/sparse_regression.py	1	13	18
pyro/distributions/empirical.py	examples/vae/utils/vae_plots.py	1	13	4
pyro/distributions/empirical.py	profiler/hmm.py	1	13	3
pyro/distributions/empirical.py	pyro/contrib/autoguide.py	1	13	3
pyro/distributions/empirical.py	pyro/contrib/cevae/__init__.py	1	13	3
pyro/distributions/empirical.py	pyro/contrib/examples/bart.py	1	13	6
pyro/distributions/empirical.py	pyro/contrib/examples/multi_mnist.py	1	13	3
pyro/distributions/empirical.py	pyro/contrib/oed/__init__.py	1	13	6
pyro/distributions/empirical.py	pyro/contrib/oed/glmm/__init__.py	1	13	2
pyro/distributions/empirical.py	pyro/contrib/oed/glmm/glmm.py	1	13	2
pyro/distributions/empirical.py	pyro/contrib/timeseries/__init__.py	1	13	9
pyro/distributions/empirical.py	pyro/contrib/timeseries/base.py	1	13	5
pyro/distributions/empirical.py	pyro/contrib/timeseries/gp.py	1	13	12
pyro/distributions/empirical.py	pyro/contrib/timeseries/lgssm.py	1	13	8
pyro/distributions/empirical.py	pyro/contrib/timeseries/lgssmgp.py	1	13	7
pyro/distributions/empirical.py	pyro/distributions/constraints.py	1	13	4
pyro/distributions/extended.py	pyro/contrib/epidemiology/compartmental.py	1	3	33
pyro/distributions/extended.py	pyro/contrib/epidemiology/distributions.py	1	3	9
pyro/distributions/extended.py	pyro/contrib/epidemiology/util.py	1	3	8
pyro/distributions/extended.py	pyro/distributions/coalescent.py	1	3	4
pyro/distributions/extended.py	pyro/distributions/conjugate.py	1	3	13
pyro/distributions/extended.py	pyro/distributions/__init__.py	1	3	114
pyro/distributions/extended.py	pyro/distributions/constraints.py	1	3	4
pyro/distributions/folded.py	examples/air/air.py	1	2	36
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pyro/distributions/folded.py	examples/air/modules.py	1	2	6
pyro/distributions/folded.py	examples/air/viz.py	1	2	6
pyro/distributions/folded.py	examples/baseball.py	1	2	46
pyro/distributions/folded.py	examples/capture_recapture/cjs.py	1	2	9
pyro/distributions/folded.py	examples/contrib/autoname/mixture.py	1	2	22
pyro/distributions/folded.py	examples/contrib/autoname/scoping_mixture.py	1	2	22
pyro/distributions/folded.py	examples/contrib/autoname/tree_data.py	1	2	21
pyro/distributions/folded.py	examples/contrib/cevae/synthetic.py	1	2	8
pyro/distributions/folded.py	examples/contrib/gp/sv-dkl.py	1	2	34
pyro/distributions/folded.py	examples/contrib/oed/gp_bayes_opt.py	1	2	9
pyro/distributions/folded.py	examples/contrib/timeseries/gp_models.py	1	2	10
pyro/distributions/folded.py	examples/dmm/dmm.py	1	2	56
pyro/distributions/folded.py	examples/dmm/polyphonic_data_loader.py	1	2	16
pyro/distributions/folded.py	examples/dmm/util.py	1	2	2
pyro/distributions/folded.py	examples/eight_schools/data.py	1	2	3
pyro/distributions/folded.py	examples/eight_schools/mcmc.py	1	2	29
pyro/distributions/folded.py	examples/eight_schools/svi.py	1	2	22
pyro/distributions/folded.py	examples/einsum.py	1	2	3
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pyro/distributions/folded.py	examples/inclined_plane.py	1	2	35
pyro/distributions/folded.py	examples/lda.py	1	2	25
pyro/distributions/folded.py	examples/lkj.py	1	2	20
pyro/distributions/folded.py	examples/minipyro.py	1	2	26
pyro/distributions/folded.py	examples/mixed_hmm/experiment.py	1	2	3
pyro/distributions/folded.py	examples/mixed_hmm/model.py	1	2	4
pyro/distributions/folded.py	examples/mixed_hmm/seal_data.py	1	2	5
pyro/distributions/folded.py	examples/rsa/generics.py	1	2	19
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pyro/distributions/folded.py	examples/rsa/schelling.py	1	2	19
pyro/distributions/folded.py	examples/rsa/schelling_false.py	1	2	19
pyro/distributions/folded.py	examples/rsa/search_inference.py	1	2	9
pyro/distributions/folded.py	examples/rsa/semantic_parsing.py	1	2	20
pyro/distributions/folded.py	examples/smcfilter.py	1	2	3
pyro/distributions/folded.py	examples/sparse_gamma_def.py	1	2	28
pyro/distributions/folded.py	examples/sparse_regression.py	1	2	18
pyro/distributions/folded.py	examples/vae/ss_vae_M2.py	1	2	34
pyro/distributions/folded.py	examples/vae/utils/custom_mlp.py	1	2	6
pyro/distributions/folded.py	examples/vae/utils/mnist_cached.py	1	2	9
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pyro/distributions/folded.py	examples/vae/vae_comparison.py	1	2	29
pyro/distributions/folded.py	profiler/distributions.py	1	2	11
pyro/distributions/folded.py	profiler/hmm.py	1	2	3
pyro/distributions/folded.py	profiler/profiling_utils.py	1	2	5
pyro/distributions/folded.py	pyro/__init__.py	1	2	176
pyro/distributions/folded.py	pyro/contrib/__init__.py	1	2	17
pyro/distributions/folded.py	pyro/contrib/autoguide.py	1	2	3
pyro/distributions/folded.py	pyro/contrib/autoname/__init__.py	1	2	5
pyro/distributions/folded.py	pyro/contrib/autoname/named.py	1	2	5
pyro/distributions/folded.py	pyro/contrib/autoname/scoping.py	1	2	6
pyro/distributions/folded.py	pyro/contrib/bnn/__init__.py	1	2	3
pyro/distributions/folded.py	pyro/contrib/bnn/hidden_layer.py	1	2	3
pyro/distributions/folded.py	pyro/contrib/bnn/utils.py	1	2	3
pyro/distributions/folded.py	pyro/contrib/cevae/__init__.py	1	2	3
pyro/distributions/folded.py	pyro/contrib/conjugate/infer.py	1	2	4
pyro/distributions/folded.py	pyro/contrib/easyguide/__init__.py	1	2	3
pyro/distributions/folded.py	pyro/contrib/easyguide/easyguide.py	1	2	9
pyro/distributions/folded.py	pyro/contrib/examples/bart.py	1	2	6
pyro/distributions/folded.py	pyro/contrib/examples/multi_mnist.py	1	2	3
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pyro/distributions/folded.py	pyro/contrib/gp/__init__.py	1	2	14
pyro/distributions/folded.py	pyro/contrib/gp/kernels/__init__.py	1	2	12
pyro/distributions/folded.py	pyro/contrib/gp/kernels/brownian.py	1	2	12
pyro/distributions/folded.py	pyro/contrib/gp/kernels/coregionalize.py	1	2	9
pyro/distributions/folded.py	pyro/contrib/gp/kernels/dot_product.py	1	2	13
pyro/distributions/folded.py	pyro/contrib/gp/kernels/isotropic.py	1	2	14
pyro/distributions/folded.py	pyro/contrib/gp/kernels/kernel.py	1	2	22
pyro/distributions/folded.py	pyro/contrib/gp/kernels/periodic.py	1	2	12
pyro/distributions/folded.py	pyro/contrib/gp/kernels/static.py	1	2	13
pyro/distributions/folded.py	pyro/contrib/gp/likelihoods/__init__.py	1	2	8
pyro/distributions/folded.py	pyro/contrib/gp/likelihoods/binary.py	1	2	17
pyro/distributions/folded.py	pyro/contrib/gp/likelihoods/gaussian.py	1	2	18
pyro/distributions/folded.py	pyro/contrib/gp/likelihoods/likelihood.py	1	2	12
pyro/distributions/folded.py	pyro/contrib/gp/likelihoods/multi_class.py	1	2	15
pyro/distributions/folded.py	pyro/contrib/gp/likelihoods/poisson.py	1	2	11
pyro/distributions/folded.py	pyro/contrib/gp/models/__init__.py	1	2	11
pyro/distributions/folded.py	pyro/contrib/gp/models/gplvm.py	1	2	12
pyro/distributions/folded.py	pyro/contrib/gp/models/gpr.py	1	2	27
pyro/distributions/folded.py	pyro/contrib/gp/models/model.py	1	2	24
pyro/distributions/folded.py	pyro/contrib/gp/models/sgpr.py	1	2	32
pyro/distributions/folded.py	pyro/contrib/gp/models/vgp.py	1	2	21
pyro/distributions/folded.py	pyro/contrib/gp/models/vsgp.py	1	2	11
pyro/distributions/folded.py	pyro/contrib/gp/parameterized.py	1	2	8
pyro/distributions/folded.py	pyro/contrib/gp/util.py	1	2	19
pyro/distributions/folded.py	pyro/contrib/minipyro.py	1	2	17
pyro/distributions/folded.py	pyro/contrib/oed/__init__.py	1	2	6
pyro/distributions/folded.py	pyro/contrib/oed/eig.py	1	2	17
pyro/distributions/folded.py	pyro/contrib/oed/glmm/__init__.py	1	2	2
pyro/distributions/folded.py	pyro/contrib/oed/glmm/glmm.py	1	2	2
pyro/distributions/folded.py	pyro/contrib/oed/glmm/guides.py	1	2	3
pyro/distributions/folded.py	pyro/contrib/oed/search.py	1	2	4
pyro/distributions/folded.py	pyro/contrib/oed/util.py	1	2	8
pyro/distributions/folded.py	pyro/contrib/timeseries/__init__.py	1	2	9
pyro/distributions/folded.py	pyro/contrib/timeseries/base.py	1	2	5
pyro/distributions/folded.py	pyro/contrib/timeseries/gp.py	1	2	12
pyro/distributions/folded.py	pyro/contrib/timeseries/lgssm.py	1	2	8
pyro/distributions/folded.py	pyro/contrib/timeseries/lgssmgp.py	1	2	7
pyro/distributions/folded.py	pyro/contrib/tracking/__init__.py	1	2	3
pyro/distributions/folded.py	pyro/contrib/tracking/assignment.py	1	2	9
pyro/distributions/folded.py	pyro/contrib/tracking/distributions.py	1	2	6
pyro/distributions/folded.py	pyro/contrib/tracking/dynamic_models.py	1	2	7
pyro/distributions/folded.py	pyro/contrib/tracking/extended_kalman_filter.py	1	2	8
pyro/distributions/folded.py	pyro/contrib/tracking/hashing.py	1	2	8
pyro/distributions/folded.py	pyro/contrib/tracking/measurements.py	1	2	5
pyro/distributions/folded.py	pyro/contrib/util.py	1	2	6
pyro/distributions/folded.py	pyro/distributions/avf_mvn.py	1	2	6
pyro/distributions/folded.py	pyro/distributions/conditional.py	1	2	5
pyro/distributions/folded.py	pyro/distributions/conjugate.py	1	2	13
pyro/distributions/folded.py	pyro/distributions/constraints.py	1	2	4
pyro/distributions/folded.py	pyro/distributions/delta.py	1	2	44
pyro/distributions/folded.py	pyro/distributions/diag_normal_mixture.py	1	2	8
pyro/distributions/folded.py	pyro/distributions/diag_normal_mixture_shared_cov.py	1	2	9
pyro/distributions/folded.py	pyro/distributions/distribution.py	1	2	44
pyro/distributions/folded.py	pyro/distributions/empirical.py	1	2	13
pyro/distributions/gaussian_scale_mixture.py	examples/air/viz.py	1	9	6
pyro/distributions/gaussian_scale_mixture.py	examples/contrib/cevae/synthetic.py	1	9	8
pyro/distributions/gaussian_scale_mixture.py	examples/contrib/oed/gp_bayes_opt.py	1	9	9
pyro/distributions/gaussian_scale_mixture.py	examples/contrib/timeseries/gp_models.py	1	9	10
pyro/distributions/gaussian_scale_mixture.py	examples/dmm/polyphonic_data_loader.py	1	9	16
pyro/distributions/gaussian_scale_mixture.py	examples/dmm/util.py	1	9	2
pyro/distributions/gaussian_scale_mixture.py	examples/rsa/generics.py	1	9	19
pyro/distributions/gaussian_scale_mixture.py	examples/rsa/hyperbole.py	1	9	19
pyro/distributions/gaussian_scale_mixture.py	examples/smcfilter.py	1	9	3
pyro/distributions/gaussian_scale_mixture.py	examples/sparse_regression.py	1	9	18
pyro/distributions/gaussian_scale_mixture.py	examples/vae/utils/vae_plots.py	1	9	4
pyro/distributions/gaussian_scale_mixture.py	profiler/hmm.py	1	9	3
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/autoguide.py	1	9	3
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/cevae/__init__.py	1	9	3
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/examples/bart.py	1	9	6
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/examples/multi_mnist.py	1	9	3
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/oed/__init__.py	1	9	6
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/oed/glmm/__init__.py	1	9	2
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/oed/glmm/glmm.py	1	9	2
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/timeseries/__init__.py	1	9	9
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/timeseries/base.py	1	9	5
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/timeseries/gp.py	1	9	12
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/timeseries/lgssm.py	1	9	8
pyro/distributions/gaussian_scale_mixture.py	pyro/contrib/timeseries/lgssmgp.py	1	9	7
pyro/distributions/gaussian_scale_mixture.py	pyro/distributions/constraints.py	1	9	4
pyro/distributions/gaussian_scale_mixture.py	pyro/distributions/folded.py	1	9	2
pyro/distributions/hmm.py	pyro/contrib/epidemiology/compartmental.py	1	30	33
pyro/distributions/hmm.py	pyro/contrib/epidemiology/distributions.py	1	30	9
pyro/distributions/hmm.py	pyro/contrib/epidemiology/util.py	1	30	8
pyro/distributions/hmm.py	pyro/distributions/coalescent.py	1	30	4
pyro/distributions/hmm.py	pyro/distributions/extended.py	1	30	3
pyro/distributions/hmm.py	examples/neutra.py	1	30	6
pyro/distributions/hmm.py	pyro/contrib/forecast/__init__.py	1	30	3
pyro/distributions/hmm.py	pyro/contrib/forecast/forecaster.py	1	30	14
pyro/distributions/hmm.py	examples/air/viz.py	1	30	6
pyro/distributions/hmm.py	examples/contrib/cevae/synthetic.py	1	30	8
pyro/distributions/hmm.py	examples/contrib/oed/gp_bayes_opt.py	1	30	9
pyro/distributions/hmm.py	examples/contrib/timeseries/gp_models.py	1	30	10
pyro/distributions/hmm.py	examples/dmm/polyphonic_data_loader.py	1	30	16
pyro/distributions/hmm.py	examples/dmm/util.py	1	30	2
pyro/distributions/hmm.py	examples/rsa/generics.py	1	30	19
pyro/distributions/hmm.py	examples/rsa/hyperbole.py	1	30	19
pyro/distributions/hmm.py	examples/smcfilter.py	1	30	3
pyro/distributions/hmm.py	examples/sparse_regression.py	1	30	18
pyro/distributions/hmm.py	examples/vae/utils/vae_plots.py	1	30	4
pyro/distributions/hmm.py	profiler/hmm.py	1	30	3
pyro/distributions/hmm.py	pyro/contrib/autoguide.py	1	30	3
pyro/distributions/hmm.py	pyro/contrib/cevae/__init__.py	1	30	3
pyro/distributions/hmm.py	pyro/contrib/examples/bart.py	1	30	6
pyro/distributions/hmm.py	pyro/contrib/examples/multi_mnist.py	1	30	3
pyro/distributions/hmm.py	pyro/contrib/oed/__init__.py	1	30	6
pyro/distributions/hmm.py	pyro/contrib/oed/glmm/__init__.py	1	30	2
pyro/distributions/hmm.py	pyro/contrib/oed/glmm/glmm.py	1	30	2
pyro/distributions/hmm.py	pyro/contrib/timeseries/__init__.py	1	30	9
pyro/distributions/hmm.py	pyro/contrib/timeseries/base.py	1	30	5
pyro/distributions/hmm.py	pyro/contrib/timeseries/gp.py	1	30	12
pyro/distributions/hmm.py	pyro/contrib/timeseries/lgssm.py	1	30	8
pyro/distributions/hmm.py	pyro/contrib/timeseries/lgssmgp.py	1	30	7
pyro/distributions/hmm.py	pyro/distributions/constraints.py	1	30	4
pyro/distributions/hmm.py	pyro/distributions/folded.py	1	30	2
pyro/distributions/improper_uniform.py	pyro/distributions/__init__.py	1	1	114
pyro/distributions/inverse_gamma.py	examples/air/viz.py	1	6	6
pyro/distributions/inverse_gamma.py	examples/contrib/cevae/synthetic.py	1	6	8
pyro/distributions/inverse_gamma.py	examples/contrib/oed/gp_bayes_opt.py	1	6	9
pyro/distributions/inverse_gamma.py	examples/contrib/timeseries/gp_models.py	1	6	10
pyro/distributions/inverse_gamma.py	examples/dmm/polyphonic_data_loader.py	1	6	16
pyro/distributions/inverse_gamma.py	examples/dmm/util.py	1	6	2
pyro/distributions/inverse_gamma.py	examples/rsa/generics.py	1	6	19
pyro/distributions/inverse_gamma.py	examples/rsa/hyperbole.py	1	6	19
pyro/distributions/inverse_gamma.py	examples/smcfilter.py	1	6	3
pyro/distributions/inverse_gamma.py	examples/sparse_regression.py	1	6	18
pyro/distributions/inverse_gamma.py	examples/vae/utils/vae_plots.py	1	6	4
pyro/distributions/inverse_gamma.py	profiler/hmm.py	1	6	3
pyro/distributions/inverse_gamma.py	pyro/contrib/autoguide.py	1	6	3
pyro/distributions/inverse_gamma.py	pyro/contrib/cevae/__init__.py	1	6	3
pyro/distributions/inverse_gamma.py	pyro/contrib/examples/bart.py	1	6	6
pyro/distributions/inverse_gamma.py	pyro/contrib/examples/multi_mnist.py	1	6	3
pyro/distributions/inverse_gamma.py	pyro/contrib/oed/__init__.py	1	6	6
pyro/distributions/inverse_gamma.py	pyro/contrib/oed/glmm/__init__.py	1	6	2
pyro/distributions/inverse_gamma.py	pyro/contrib/oed/glmm/glmm.py	1	6	2
pyro/distributions/inverse_gamma.py	pyro/contrib/timeseries/__init__.py	1	6	9
pyro/distributions/inverse_gamma.py	pyro/contrib/timeseries/base.py	1	6	5
pyro/distributions/inverse_gamma.py	pyro/contrib/timeseries/gp.py	1	6	12
pyro/distributions/inverse_gamma.py	pyro/contrib/timeseries/lgssm.py	1	6	8
pyro/distributions/inverse_gamma.py	pyro/contrib/timeseries/lgssmgp.py	1	6	7
pyro/distributions/inverse_gamma.py	pyro/distributions/constraints.py	1	6	4
pyro/distributions/inverse_gamma.py	pyro/distributions/folded.py	1	6	2
pyro/distributions/kl.py	examples/air/air.py	1	3	36
pyro/distributions/kl.py	examples/air/main.py	1	3	37
pyro/distributions/kl.py	examples/air/modules.py	1	3	6
pyro/distributions/kl.py	examples/air/viz.py	1	3	6
pyro/distributions/kl.py	examples/baseball.py	1	3	46
pyro/distributions/kl.py	examples/capture_recapture/cjs.py	1	3	9
pyro/distributions/kl.py	examples/contrib/autoname/mixture.py	1	3	22
pyro/distributions/kl.py	examples/contrib/autoname/scoping_mixture.py	1	3	22
pyro/distributions/kl.py	examples/contrib/autoname/tree_data.py	1	3	21
pyro/distributions/kl.py	examples/contrib/cevae/synthetic.py	1	3	8
pyro/distributions/kl.py	examples/contrib/gp/sv-dkl.py	1	3	34
pyro/distributions/kl.py	examples/contrib/oed/gp_bayes_opt.py	1	3	9
pyro/distributions/kl.py	examples/contrib/timeseries/gp_models.py	1	3	10
pyro/distributions/kl.py	examples/dmm/dmm.py	1	3	56
pyro/distributions/kl.py	examples/dmm/polyphonic_data_loader.py	1	3	16
pyro/distributions/kl.py	examples/dmm/util.py	1	3	2
pyro/distributions/kl.py	examples/eight_schools/data.py	1	3	3
pyro/distributions/kl.py	examples/eight_schools/mcmc.py	1	3	29
pyro/distributions/kl.py	examples/eight_schools/svi.py	1	3	22
pyro/distributions/kl.py	examples/einsum.py	1	3	3
pyro/distributions/kl.py	examples/hmm.py	1	3	45
pyro/distributions/kl.py	examples/inclined_plane.py	1	3	35
pyro/distributions/kl.py	examples/lda.py	1	3	25
pyro/distributions/kl.py	examples/lkj.py	1	3	20
pyro/distributions/kl.py	examples/minipyro.py	1	3	26
pyro/distributions/kl.py	examples/mixed_hmm/experiment.py	1	3	3
pyro/distributions/kl.py	examples/mixed_hmm/model.py	1	3	4
pyro/distributions/kl.py	examples/mixed_hmm/seal_data.py	1	3	5
pyro/distributions/kl.py	examples/rsa/generics.py	1	3	19
pyro/distributions/kl.py	examples/rsa/hyperbole.py	1	3	19
pyro/distributions/kl.py	examples/rsa/schelling.py	1	3	19
pyro/distributions/kl.py	examples/rsa/schelling_false.py	1	3	19
pyro/distributions/kl.py	examples/rsa/search_inference.py	1	3	9
pyro/distributions/kl.py	examples/rsa/semantic_parsing.py	1	3	20
pyro/distributions/kl.py	examples/smcfilter.py	1	3	3
pyro/distributions/kl.py	examples/sparse_gamma_def.py	1	3	28
pyro/distributions/kl.py	examples/sparse_regression.py	1	3	18
pyro/distributions/kl.py	examples/vae/ss_vae_M2.py	1	3	34
pyro/distributions/kl.py	examples/vae/utils/custom_mlp.py	1	3	6
pyro/distributions/kl.py	examples/vae/utils/mnist_cached.py	1	3	9
pyro/distributions/kl.py	examples/vae/utils/vae_plots.py	1	3	4
pyro/distributions/kl.py	examples/vae/vae.py	1	3	29
pyro/distributions/kl.py	examples/vae/vae_comparison.py	1	3	29
pyro/distributions/kl.py	profiler/distributions.py	1	3	11
pyro/distributions/kl.py	profiler/hmm.py	1	3	3
pyro/distributions/kl.py	profiler/profiling_utils.py	1	3	5
pyro/distributions/kl.py	pyro/__init__.py	1	3	176
pyro/distributions/kl.py	pyro/contrib/__init__.py	1	3	17
pyro/distributions/kl.py	pyro/contrib/autoguide.py	1	3	3
pyro/distributions/kl.py	pyro/contrib/autoname/__init__.py	1	3	5
pyro/distributions/kl.py	pyro/contrib/autoname/named.py	1	3	5
pyro/distributions/kl.py	pyro/contrib/autoname/scoping.py	1	3	6
pyro/distributions/kl.py	pyro/contrib/bnn/__init__.py	1	3	3
pyro/distributions/kl.py	pyro/contrib/bnn/hidden_layer.py	1	3	3
pyro/distributions/kl.py	pyro/contrib/bnn/utils.py	1	3	3
pyro/distributions/kl.py	pyro/contrib/cevae/__init__.py	1	3	3
pyro/distributions/kl.py	pyro/contrib/conjugate/infer.py	1	3	4
pyro/distributions/kl.py	pyro/contrib/easyguide/__init__.py	1	3	3
pyro/distributions/kl.py	pyro/contrib/easyguide/easyguide.py	1	3	9
pyro/distributions/kl.py	pyro/contrib/examples/bart.py	1	3	6
pyro/distributions/kl.py	pyro/contrib/examples/multi_mnist.py	1	3	3
pyro/distributions/kl.py	pyro/contrib/examples/util.py	1	3	9
pyro/distributions/kl.py	pyro/contrib/gp/__init__.py	1	3	14
pyro/distributions/kl.py	pyro/contrib/gp/kernels/__init__.py	1	3	12
pyro/distributions/kl.py	pyro/contrib/gp/kernels/brownian.py	1	3	12
pyro/distributions/kl.py	pyro/contrib/gp/kernels/coregionalize.py	1	3	9
pyro/distributions/kl.py	pyro/contrib/gp/kernels/dot_product.py	1	3	13
pyro/distributions/kl.py	pyro/contrib/gp/kernels/isotropic.py	1	3	14
pyro/distributions/kl.py	pyro/contrib/gp/kernels/kernel.py	1	3	22
pyro/distributions/kl.py	pyro/contrib/gp/kernels/periodic.py	1	3	12
pyro/distributions/kl.py	pyro/contrib/gp/kernels/static.py	1	3	13
pyro/distributions/kl.py	pyro/contrib/gp/likelihoods/__init__.py	1	3	8
pyro/distributions/kl.py	pyro/contrib/gp/likelihoods/binary.py	1	3	17
pyro/distributions/kl.py	pyro/contrib/gp/likelihoods/gaussian.py	1	3	18
pyro/distributions/kl.py	pyro/contrib/gp/likelihoods/likelihood.py	1	3	12
pyro/distributions/kl.py	pyro/contrib/gp/likelihoods/multi_class.py	1	3	15
pyro/distributions/kl.py	pyro/contrib/gp/likelihoods/poisson.py	1	3	11
pyro/distributions/kl.py	pyro/contrib/gp/models/__init__.py	1	3	11
pyro/distributions/kl.py	pyro/contrib/gp/models/gplvm.py	1	3	12
pyro/distributions/kl.py	pyro/contrib/gp/models/gpr.py	1	3	27
pyro/distributions/kl.py	pyro/contrib/gp/models/model.py	1	3	24
pyro/distributions/kl.py	pyro/contrib/gp/models/sgpr.py	1	3	32
pyro/distributions/kl.py	pyro/contrib/gp/models/vgp.py	1	3	21
pyro/distributions/kl.py	pyro/contrib/gp/models/vsgp.py	1	3	11
pyro/distributions/kl.py	pyro/contrib/gp/parameterized.py	1	3	8
pyro/distributions/kl.py	pyro/contrib/gp/util.py	1	3	19
pyro/distributions/kl.py	pyro/contrib/minipyro.py	1	3	17
pyro/distributions/kl.py	pyro/contrib/oed/__init__.py	1	3	6
pyro/distributions/kl.py	pyro/contrib/oed/eig.py	1	3	17
pyro/distributions/kl.py	pyro/contrib/oed/glmm/__init__.py	1	3	2
pyro/distributions/kl.py	pyro/contrib/oed/glmm/glmm.py	1	3	2
pyro/distributions/kl.py	pyro/contrib/oed/glmm/guides.py	1	3	3
pyro/distributions/kl.py	pyro/contrib/oed/search.py	1	3	4
pyro/distributions/kl.py	pyro/contrib/oed/util.py	1	3	8
pyro/distributions/kl.py	pyro/contrib/timeseries/__init__.py	1	3	9
pyro/distributions/kl.py	pyro/contrib/timeseries/base.py	1	3	5
pyro/distributions/kl.py	pyro/contrib/timeseries/gp.py	1	3	12
pyro/distributions/kl.py	pyro/contrib/timeseries/lgssm.py	1	3	8
pyro/distributions/kl.py	pyro/contrib/timeseries/lgssmgp.py	1	3	7
pyro/distributions/kl.py	pyro/contrib/tracking/__init__.py	1	3	3
pyro/distributions/kl.py	pyro/contrib/tracking/assignment.py	1	3	9
pyro/distributions/kl.py	pyro/contrib/tracking/distributions.py	1	3	6
pyro/distributions/kl.py	pyro/contrib/tracking/dynamic_models.py	1	3	7
pyro/distributions/kl.py	pyro/contrib/tracking/extended_kalman_filter.py	1	3	8
pyro/distributions/kl.py	pyro/contrib/tracking/hashing.py	1	3	8
pyro/distributions/kl.py	pyro/contrib/tracking/measurements.py	1	3	5
pyro/distributions/kl.py	pyro/contrib/util.py	1	3	6
pyro/distributions/kl.py	pyro/distributions/avf_mvn.py	1	3	6
pyro/distributions/kl.py	pyro/distributions/conditional.py	1	3	5
pyro/distributions/kl.py	pyro/distributions/conjugate.py	1	3	13
pyro/distributions/kl.py	pyro/distributions/constraints.py	1	3	4
pyro/distributions/kl.py	pyro/distributions/delta.py	1	3	44
pyro/distributions/kl.py	pyro/distributions/diag_normal_mixture.py	1	3	8
pyro/distributions/kl.py	pyro/distributions/diag_normal_mixture_shared_cov.py	1	3	9
pyro/distributions/kl.py	pyro/distributions/distribution.py	1	3	44
pyro/distributions/kl.py	pyro/distributions/empirical.py	1	3	13
pyro/distributions/kl.py	pyro/distributions/folded.py	1	3	2
pyro/distributions/kl.py	pyro/distributions/gaussian_scale_mixture.py	1	3	9
pyro/distributions/kl.py	pyro/distributions/hmm.py	1	3	30
pyro/distributions/kl.py	pyro/distributions/inverse_gamma.py	1	3	6
pyro/distributions/lkj.py	examples/air/viz.py	1	10	6
pyro/distributions/lkj.py	examples/contrib/cevae/synthetic.py	1	10	8
pyro/distributions/lkj.py	examples/contrib/timeseries/gp_models.py	1	10	10
pyro/distributions/lkj.py	examples/dmm/util.py	1	10	2
pyro/distributions/lkj.py	examples/rsa/generics.py	1	10	19
pyro/distributions/lkj.py	examples/rsa/hyperbole.py	1	10	19
pyro/distributions/lkj.py	examples/smcfilter.py	1	10	3
pyro/distributions/lkj.py	examples/sparse_regression.py	1	10	18
pyro/distributions/lkj.py	examples/vae/utils/vae_plots.py	1	10	4
pyro/distributions/lkj.py	profiler/hmm.py	1	10	3
pyro/distributions/lkj.py	pyro/contrib/autoguide.py	1	10	3
pyro/distributions/lkj.py	pyro/contrib/cevae/__init__.py	1	10	3
pyro/distributions/lkj.py	pyro/contrib/examples/bart.py	1	10	6
pyro/distributions/lkj.py	pyro/contrib/examples/multi_mnist.py	1	10	3
pyro/distributions/lkj.py	pyro/contrib/oed/__init__.py	1	10	6
pyro/distributions/lkj.py	pyro/contrib/oed/glmm/__init__.py	1	10	2
pyro/distributions/lkj.py	pyro/contrib/oed/glmm/glmm.py	1	10	2
pyro/distributions/lkj.py	pyro/contrib/timeseries/__init__.py	1	10	9
pyro/distributions/lkj.py	pyro/contrib/timeseries/base.py	1	10	5
pyro/distributions/lkj.py	pyro/contrib/timeseries/gp.py	1	10	12
pyro/distributions/lkj.py	pyro/contrib/timeseries/lgssm.py	1	10	8
pyro/distributions/lkj.py	pyro/contrib/timeseries/lgssmgp.py	1	10	7
pyro/distributions/lkj.py	pyro/distributions/folded.py	1	10	2
pyro/distributions/lkj.py	pyro/distributions/kl.py	1	10	3
pyro/distributions/mixture.py	examples/air/viz.py	1	8	6
pyro/distributions/mixture.py	examples/contrib/cevae/synthetic.py	1	8	8
pyro/distributions/mixture.py	examples/contrib/oed/gp_bayes_opt.py	1	8	9
pyro/distributions/mixture.py	examples/contrib/timeseries/gp_models.py	1	8	10
pyro/distributions/mixture.py	examples/dmm/polyphonic_data_loader.py	1	8	16
pyro/distributions/mixture.py	examples/dmm/util.py	1	8	2
pyro/distributions/mixture.py	examples/rsa/generics.py	1	8	19
pyro/distributions/mixture.py	examples/rsa/hyperbole.py	1	8	19
pyro/distributions/mixture.py	examples/smcfilter.py	1	8	3
pyro/distributions/mixture.py	examples/vae/utils/vae_plots.py	1	8	4
pyro/distributions/mixture.py	profiler/hmm.py	1	8	3
pyro/distributions/mixture.py	pyro/contrib/autoguide.py	1	8	3
pyro/distributions/mixture.py	pyro/contrib/cevae/__init__.py	1	8	3
pyro/distributions/mixture.py	pyro/contrib/examples/bart.py	1	8	6
pyro/distributions/mixture.py	pyro/contrib/examples/multi_mnist.py	1	8	3
pyro/distributions/mixture.py	pyro/contrib/oed/__init__.py	1	8	6
pyro/distributions/mixture.py	pyro/contrib/oed/glmm/__init__.py	1	8	2
pyro/distributions/mixture.py	pyro/contrib/oed/glmm/glmm.py	1	8	2
pyro/distributions/mixture.py	pyro/contrib/timeseries/__init__.py	1	8	9
pyro/distributions/mixture.py	pyro/contrib/timeseries/base.py	1	8	5
pyro/distributions/mixture.py	pyro/contrib/timeseries/gp.py	1	8	12
pyro/distributions/mixture.py	pyro/contrib/timeseries/lgssm.py	1	8	8
pyro/distributions/mixture.py	pyro/contrib/timeseries/lgssmgp.py	1	8	7
pyro/distributions/mixture.py	pyro/distributions/constraints.py	1	8	4
pyro/distributions/mixture.py	pyro/distributions/folded.py	1	8	2
pyro/distributions/mixture.py	pyro/distributions/kl.py	1	8	3
pyro/distributions/multivariate_studentt.py	examples/air/main.py	1	5	37
pyro/distributions/multivariate_studentt.py	examples/air/viz.py	1	5	6
pyro/distributions/multivariate_studentt.py	examples/baseball.py	1	5	46
pyro/distributions/multivariate_studentt.py	examples/capture_recapture/cjs.py	1	5	9
pyro/distributions/multivariate_studentt.py	examples/contrib/autoname/mixture.py	1	5	22
pyro/distributions/multivariate_studentt.py	examples/contrib/autoname/scoping_mixture.py	1	5	22
pyro/distributions/multivariate_studentt.py	examples/contrib/autoname/tree_data.py	1	5	21
pyro/distributions/multivariate_studentt.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/distributions/multivariate_studentt.py	examples/contrib/oed/gp_bayes_opt.py	1	5	9
pyro/distributions/multivariate_studentt.py	examples/contrib/timeseries/gp_models.py	1	5	10
pyro/distributions/multivariate_studentt.py	examples/dmm/polyphonic_data_loader.py	1	5	16
pyro/distributions/multivariate_studentt.py	examples/dmm/util.py	1	5	2
pyro/distributions/multivariate_studentt.py	examples/eight_schools/data.py	1	5	3
pyro/distributions/multivariate_studentt.py	examples/eight_schools/mcmc.py	1	5	29
pyro/distributions/multivariate_studentt.py	examples/eight_schools/svi.py	1	5	22
pyro/distributions/multivariate_studentt.py	examples/einsum.py	1	5	3
pyro/distributions/multivariate_studentt.py	examples/inclined_plane.py	1	5	35
pyro/distributions/multivariate_studentt.py	examples/lda.py	1	5	25
pyro/distributions/multivariate_studentt.py	examples/lkj.py	1	5	20
pyro/distributions/multivariate_studentt.py	examples/minipyro.py	1	5	26
pyro/distributions/multivariate_studentt.py	examples/mixed_hmm/experiment.py	1	5	3
pyro/distributions/multivariate_studentt.py	examples/mixed_hmm/model.py	1	5	4
pyro/distributions/multivariate_studentt.py	examples/mixed_hmm/seal_data.py	1	5	5
pyro/distributions/multivariate_studentt.py	examples/rsa/generics.py	1	5	19
pyro/distributions/multivariate_studentt.py	examples/rsa/hyperbole.py	1	5	19
pyro/distributions/multivariate_studentt.py	examples/rsa/schelling.py	1	5	19
pyro/distributions/multivariate_studentt.py	examples/rsa/schelling_false.py	1	5	19
pyro/distributions/multivariate_studentt.py	examples/smcfilter.py	1	5	3
pyro/distributions/multivariate_studentt.py	examples/sparse_regression.py	1	5	18
pyro/distributions/multivariate_studentt.py	examples/vae/utils/vae_plots.py	1	5	4
pyro/distributions/multivariate_studentt.py	profiler/distributions.py	1	5	11
pyro/distributions/multivariate_studentt.py	profiler/hmm.py	1	5	3
pyro/distributions/multivariate_studentt.py	pyro/__init__.py	1	5	176
pyro/distributions/multivariate_studentt.py	pyro/contrib/__init__.py	1	5	17
pyro/distributions/multivariate_studentt.py	pyro/contrib/autoguide.py	1	5	3
pyro/distributions/multivariate_studentt.py	pyro/contrib/autoname/__init__.py	1	5	5
pyro/distributions/multivariate_studentt.py	pyro/contrib/bnn/__init__.py	1	5	3
pyro/distributions/multivariate_studentt.py	pyro/contrib/bnn/hidden_layer.py	1	5	3
pyro/distributions/multivariate_studentt.py	pyro/contrib/bnn/utils.py	1	5	3
pyro/distributions/multivariate_studentt.py	pyro/contrib/cevae/__init__.py	1	5	3
pyro/distributions/multivariate_studentt.py	pyro/contrib/easyguide/__init__.py	1	5	3
pyro/distributions/multivariate_studentt.py	pyro/contrib/easyguide/easyguide.py	1	5	9
pyro/distributions/multivariate_studentt.py	pyro/contrib/examples/bart.py	1	5	6
pyro/distributions/multivariate_studentt.py	pyro/contrib/examples/multi_mnist.py	1	5	3
pyro/distributions/multivariate_studentt.py	pyro/contrib/examples/util.py	1	5	9
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/__init__.py	1	5	14
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/kernels/__init__.py	1	5	12
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/likelihoods/__init__.py	1	5	8
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/models/__init__.py	1	5	11
pyro/distributions/multivariate_studentt.py	pyro/contrib/gp/util.py	1	5	19
pyro/distributions/multivariate_studentt.py	pyro/contrib/oed/__init__.py	1	5	6
pyro/distributions/multivariate_studentt.py	pyro/contrib/oed/glmm/__init__.py	1	5	2
pyro/distributions/multivariate_studentt.py	pyro/contrib/oed/glmm/glmm.py	1	5	2
pyro/distributions/multivariate_studentt.py	pyro/contrib/oed/util.py	1	5	8
pyro/distributions/multivariate_studentt.py	pyro/contrib/timeseries/__init__.py	1	5	9
pyro/distributions/multivariate_studentt.py	pyro/contrib/timeseries/base.py	1	5	5
pyro/distributions/multivariate_studentt.py	pyro/contrib/timeseries/gp.py	1	5	12
pyro/distributions/multivariate_studentt.py	pyro/contrib/timeseries/lgssm.py	1	5	8
pyro/distributions/multivariate_studentt.py	pyro/contrib/timeseries/lgssmgp.py	1	5	7
pyro/distributions/multivariate_studentt.py	pyro/contrib/tracking/__init__.py	1	5	3
pyro/distributions/multivariate_studentt.py	pyro/contrib/util.py	1	5	6
pyro/distributions/multivariate_studentt.py	pyro/distributions/constraints.py	1	5	4
pyro/distributions/multivariate_studentt.py	pyro/distributions/distribution.py	1	5	44
pyro/distributions/multivariate_studentt.py	pyro/distributions/folded.py	1	5	2
pyro/distributions/multivariate_studentt.py	pyro/distributions/kl.py	1	5	3
pyro/distributions/omt_mvn.py	examples/air/viz.py	1	18	6
pyro/distributions/omt_mvn.py	examples/contrib/cevae/synthetic.py	1	18	8
pyro/distributions/omt_mvn.py	examples/contrib/timeseries/gp_models.py	1	18	10
pyro/distributions/omt_mvn.py	examples/dmm/util.py	1	18	2
pyro/distributions/omt_mvn.py	examples/rsa/generics.py	1	18	19
pyro/distributions/omt_mvn.py	examples/rsa/hyperbole.py	1	18	19
pyro/distributions/omt_mvn.py	examples/smcfilter.py	1	18	3
pyro/distributions/omt_mvn.py	examples/sparse_regression.py	1	18	18
pyro/distributions/omt_mvn.py	examples/vae/utils/vae_plots.py	1	18	4
pyro/distributions/omt_mvn.py	profiler/hmm.py	1	18	3
pyro/distributions/omt_mvn.py	pyro/contrib/autoguide.py	1	18	3
pyro/distributions/omt_mvn.py	pyro/contrib/cevae/__init__.py	1	18	3
pyro/distributions/omt_mvn.py	pyro/contrib/examples/bart.py	1	18	6
pyro/distributions/omt_mvn.py	pyro/contrib/examples/multi_mnist.py	1	18	3
pyro/distributions/omt_mvn.py	pyro/contrib/oed/__init__.py	1	18	6
pyro/distributions/omt_mvn.py	pyro/contrib/oed/glmm/__init__.py	1	18	2
pyro/distributions/omt_mvn.py	pyro/contrib/oed/glmm/glmm.py	1	18	2
pyro/distributions/omt_mvn.py	pyro/contrib/timeseries/__init__.py	1	18	9
pyro/distributions/omt_mvn.py	pyro/contrib/timeseries/base.py	1	18	5
pyro/distributions/omt_mvn.py	pyro/contrib/timeseries/gp.py	1	18	12
pyro/distributions/omt_mvn.py	pyro/contrib/timeseries/lgssm.py	1	18	8
pyro/distributions/omt_mvn.py	pyro/contrib/timeseries/lgssmgp.py	1	18	7
pyro/distributions/omt_mvn.py	pyro/distributions/constraints.py	1	18	4
pyro/distributions/omt_mvn.py	pyro/distributions/folded.py	1	18	2
pyro/distributions/omt_mvn.py	pyro/distributions/kl.py	1	18	3
pyro/distributions/polya_gamma.py	pyro/distributions/__init__.py	1	1	114
pyro/distributions/rejector.py	examples/air/modules.py	1	10	6
pyro/distributions/rejector.py	examples/air/viz.py	1	10	6
pyro/distributions/rejector.py	examples/contrib/cevae/synthetic.py	1	10	8
pyro/distributions/rejector.py	examples/contrib/oed/gp_bayes_opt.py	1	10	9
pyro/distributions/rejector.py	examples/contrib/timeseries/gp_models.py	1	10	10
pyro/distributions/rejector.py	examples/dmm/polyphonic_data_loader.py	1	10	16
pyro/distributions/rejector.py	examples/dmm/util.py	1	10	2
pyro/distributions/rejector.py	examples/rsa/generics.py	1	10	19
pyro/distributions/rejector.py	examples/rsa/hyperbole.py	1	10	19
pyro/distributions/rejector.py	examples/rsa/semantic_parsing.py	1	10	20
pyro/distributions/rejector.py	examples/smcfilter.py	1	10	3
pyro/distributions/rejector.py	examples/vae/ss_vae_M2.py	1	10	34
pyro/distributions/rejector.py	examples/vae/utils/custom_mlp.py	1	10	6
pyro/distributions/rejector.py	examples/vae/utils/mnist_cached.py	1	10	9
pyro/distributions/rejector.py	examples/vae/utils/vae_plots.py	1	10	4
pyro/distributions/rejector.py	examples/vae/vae.py	1	10	29
pyro/distributions/rejector.py	examples/vae/vae_comparison.py	1	10	29
pyro/distributions/rejector.py	profiler/hmm.py	1	10	3
pyro/distributions/rejector.py	pyro/contrib/autoguide.py	1	10	3
pyro/distributions/rejector.py	pyro/contrib/autoname/scoping.py	1	10	6
pyro/distributions/rejector.py	pyro/contrib/cevae/__init__.py	1	10	3
pyro/distributions/rejector.py	pyro/contrib/conjugate/infer.py	1	10	4
pyro/distributions/rejector.py	pyro/contrib/examples/bart.py	1	10	6
pyro/distributions/rejector.py	pyro/contrib/examples/multi_mnist.py	1	10	3
pyro/distributions/rejector.py	pyro/contrib/oed/__init__.py	1	10	6
pyro/distributions/rejector.py	pyro/contrib/oed/glmm/__init__.py	1	10	2
pyro/distributions/rejector.py	pyro/contrib/oed/glmm/glmm.py	1	10	2
pyro/distributions/rejector.py	pyro/contrib/oed/glmm/guides.py	1	10	3
pyro/distributions/rejector.py	pyro/contrib/oed/search.py	1	10	4
pyro/distributions/rejector.py	pyro/contrib/timeseries/__init__.py	1	10	9
pyro/distributions/rejector.py	pyro/contrib/timeseries/base.py	1	10	5
pyro/distributions/rejector.py	pyro/contrib/timeseries/gp.py	1	10	12
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pyro/distributions/transforms/__init__.py	examples/lkj.py	1	30	20
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pyro/distributions/transforms/__init__.py	pyro/distributions/omt_mvn.py	1	30	18
pyro/distributions/transforms/__init__.py	pyro/distributions/rejector.py	1	30	10
pyro/distributions/transforms/__init__.py	pyro/distributions/score_parts.py	1	30	7
pyro/distributions/transforms/__init__.py	pyro/distributions/spanning_tree.py	1	30	7
pyro/distributions/transforms/__init__.py	pyro/distributions/stable.py	1	30	9
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pyro/distributions/transforms/__init__.py	pyro/distributions/testing/fakes.py	1	30	7
pyro/distributions/transforms/__init__.py	pyro/distributions/testing/naive_dirichlet.py	1	30	7
pyro/distributions/transforms/__init__.py	pyro/distributions/testing/rejection_exponential.py	1	30	9
pyro/distributions/transforms/__init__.py	pyro/distributions/testing/rejection_gamma.py	1	30	19
pyro/distributions/transforms/__init__.py	pyro/distributions/torch_patch.py	1	30	27
pyro/distributions/transforms/affine_autoregressive.py	examples/air/main.py	1	11	37
pyro/distributions/transforms/affine_autoregressive.py	examples/air/viz.py	1	11	6
pyro/distributions/transforms/affine_autoregressive.py	examples/baseball.py	1	11	46
pyro/distributions/transforms/affine_autoregressive.py	examples/capture_recapture/cjs.py	1	11	9
pyro/distributions/transforms/affine_autoregressive.py	examples/contrib/autoname/mixture.py	1	11	22
pyro/distributions/transforms/affine_autoregressive.py	examples/contrib/autoname/scoping_mixture.py	1	11	22
pyro/distributions/transforms/affine_autoregressive.py	examples/contrib/autoname/tree_data.py	1	11	21
pyro/distributions/transforms/affine_autoregressive.py	examples/contrib/cevae/synthetic.py	1	11	8
pyro/distributions/transforms/affine_autoregressive.py	examples/contrib/oed/gp_bayes_opt.py	1	11	9
pyro/distributions/transforms/affine_autoregressive.py	examples/contrib/timeseries/gp_models.py	1	11	10
pyro/distributions/transforms/affine_autoregressive.py	examples/dmm/polyphonic_data_loader.py	1	11	16
pyro/distributions/transforms/affine_autoregressive.py	examples/dmm/util.py	1	11	2
pyro/distributions/transforms/affine_autoregressive.py	examples/eight_schools/data.py	1	11	3
pyro/distributions/transforms/affine_autoregressive.py	examples/eight_schools/mcmc.py	1	11	29
pyro/distributions/transforms/affine_autoregressive.py	examples/eight_schools/svi.py	1	11	22
pyro/distributions/transforms/affine_autoregressive.py	examples/einsum.py	1	11	3
pyro/distributions/transforms/affine_autoregressive.py	examples/inclined_plane.py	1	11	35
pyro/distributions/transforms/affine_autoregressive.py	examples/lda.py	1	11	25
pyro/distributions/transforms/affine_autoregressive.py	examples/lkj.py	1	11	20
pyro/distributions/transforms/affine_autoregressive.py	examples/minipyro.py	1	11	26
pyro/distributions/transforms/affine_autoregressive.py	examples/mixed_hmm/experiment.py	1	11	3
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pyro/distributions/transforms/affine_autoregressive.py	examples/mixed_hmm/seal_data.py	1	11	5
pyro/distributions/transforms/affine_autoregressive.py	examples/rsa/generics.py	1	11	19
pyro/distributions/transforms/affine_autoregressive.py	examples/rsa/hyperbole.py	1	11	19
pyro/distributions/transforms/affine_autoregressive.py	examples/rsa/schelling.py	1	11	19
pyro/distributions/transforms/affine_autoregressive.py	examples/rsa/schelling_false.py	1	11	19
pyro/distributions/transforms/affine_autoregressive.py	examples/smcfilter.py	1	11	3
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pyro/distributions/transforms/affine_autoregressive.py	examples/vae/utils/vae_plots.py	1	11	4
pyro/distributions/transforms/affine_autoregressive.py	profiler/distributions.py	1	11	11
pyro/distributions/transforms/affine_autoregressive.py	profiler/hmm.py	1	11	3
pyro/distributions/transforms/affine_autoregressive.py	pyro/__init__.py	1	11	176
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/__init__.py	1	11	17
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/autoguide.py	1	11	3
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/autoname/__init__.py	1	11	5
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/bnn/__init__.py	1	11	3
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/bnn/hidden_layer.py	1	11	3
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/bnn/utils.py	1	11	3
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/cevae/__init__.py	1	11	3
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/easyguide/__init__.py	1	11	3
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/easyguide/easyguide.py	1	11	9
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/examples/bart.py	1	11	6
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/examples/multi_mnist.py	1	11	3
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/examples/util.py	1	11	9
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/__init__.py	1	11	14
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/kernels/__init__.py	1	11	12
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/likelihoods/__init__.py	1	11	8
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/models/__init__.py	1	11	11
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/gp/util.py	1	11	19
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/oed/__init__.py	1	11	6
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/oed/glmm/__init__.py	1	11	2
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/oed/glmm/glmm.py	1	11	2
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/oed/util.py	1	11	8
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/timeseries/__init__.py	1	11	9
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/timeseries/base.py	1	11	5
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/timeseries/gp.py	1	11	12
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/timeseries/lgssm.py	1	11	8
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/timeseries/lgssmgp.py	1	11	7
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/tracking/__init__.py	1	11	3
pyro/distributions/transforms/affine_autoregressive.py	pyro/contrib/util.py	1	11	6
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/constraints.py	1	11	4
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/distribution.py	1	11	44
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/folded.py	1	11	2
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/kl.py	1	11	3
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/rejector.py	1	11	10
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/score_parts.py	1	11	7
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/stable.py	1	11	9
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/testing/__init__.py	1	11	2
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/testing/fakes.py	1	11	7
pyro/distributions/transforms/affine_autoregressive.py	pyro/distributions/torch_patch.py	1	11	27
pyro/distributions/transforms/affine_coupling.py	examples/air/viz.py	1	13	6
pyro/distributions/transforms/affine_coupling.py	examples/contrib/cevae/synthetic.py	1	13	8
pyro/distributions/transforms/affine_coupling.py	examples/contrib/oed/gp_bayes_opt.py	1	13	9
pyro/distributions/transforms/affine_coupling.py	examples/contrib/timeseries/gp_models.py	1	13	10
pyro/distributions/transforms/affine_coupling.py	examples/dmm/polyphonic_data_loader.py	1	13	16
pyro/distributions/transforms/affine_coupling.py	examples/dmm/util.py	1	13	2
pyro/distributions/transforms/affine_coupling.py	examples/rsa/generics.py	1	13	19
pyro/distributions/transforms/affine_coupling.py	examples/rsa/hyperbole.py	1	13	19
pyro/distributions/transforms/affine_coupling.py	examples/smcfilter.py	1	13	3
pyro/distributions/transforms/affine_coupling.py	examples/sparse_regression.py	1	13	18
pyro/distributions/transforms/affine_coupling.py	examples/vae/utils/vae_plots.py	1	13	4
pyro/distributions/transforms/affine_coupling.py	profiler/hmm.py	1	13	3
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/autoguide.py	1	13	3
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/cevae/__init__.py	1	13	3
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/examples/bart.py	1	13	6
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/examples/multi_mnist.py	1	13	3
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/oed/__init__.py	1	13	6
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/oed/glmm/__init__.py	1	13	2
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/oed/glmm/glmm.py	1	13	2
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/timeseries/__init__.py	1	13	9
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/timeseries/base.py	1	13	5
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/timeseries/gp.py	1	13	12
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/timeseries/lgssm.py	1	13	8
pyro/distributions/transforms/affine_coupling.py	pyro/contrib/timeseries/lgssmgp.py	1	13	7
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/constraints.py	1	13	4
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/folded.py	1	13	2
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/kl.py	1	13	3
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/stable.py	1	13	9
pyro/distributions/transforms/affine_coupling.py	pyro/distributions/testing/__init__.py	1	13	2
pyro/distributions/transforms/batchnorm.py	examples/air/main.py	1	7	37
pyro/distributions/transforms/batchnorm.py	examples/air/viz.py	1	7	6
pyro/distributions/transforms/batchnorm.py	examples/baseball.py	1	7	46
pyro/distributions/transforms/batchnorm.py	examples/capture_recapture/cjs.py	1	7	9
pyro/distributions/transforms/batchnorm.py	examples/contrib/autoname/mixture.py	1	7	22
pyro/distributions/transforms/batchnorm.py	examples/contrib/autoname/scoping_mixture.py	1	7	22
pyro/distributions/transforms/batchnorm.py	examples/contrib/autoname/tree_data.py	1	7	21
pyro/distributions/transforms/batchnorm.py	examples/contrib/cevae/synthetic.py	1	7	8
pyro/distributions/transforms/batchnorm.py	examples/contrib/oed/gp_bayes_opt.py	1	7	9
pyro/distributions/transforms/batchnorm.py	examples/contrib/timeseries/gp_models.py	1	7	10
pyro/distributions/transforms/batchnorm.py	examples/dmm/polyphonic_data_loader.py	1	7	16
pyro/distributions/transforms/batchnorm.py	examples/dmm/util.py	1	7	2
pyro/distributions/transforms/batchnorm.py	examples/eight_schools/data.py	1	7	3
pyro/distributions/transforms/batchnorm.py	examples/eight_schools/mcmc.py	1	7	29
pyro/distributions/transforms/batchnorm.py	examples/eight_schools/svi.py	1	7	22
pyro/distributions/transforms/batchnorm.py	examples/einsum.py	1	7	3
pyro/distributions/transforms/batchnorm.py	examples/inclined_plane.py	1	7	35
pyro/distributions/transforms/batchnorm.py	examples/lda.py	1	7	25
pyro/distributions/transforms/batchnorm.py	examples/lkj.py	1	7	20
pyro/distributions/transforms/batchnorm.py	examples/minipyro.py	1	7	26
pyro/distributions/transforms/batchnorm.py	examples/mixed_hmm/experiment.py	1	7	3
pyro/distributions/transforms/batchnorm.py	examples/mixed_hmm/model.py	1	7	4
pyro/distributions/transforms/batchnorm.py	examples/mixed_hmm/seal_data.py	1	7	5
pyro/distributions/transforms/batchnorm.py	examples/rsa/generics.py	1	7	19
pyro/distributions/transforms/batchnorm.py	examples/rsa/hyperbole.py	1	7	19
pyro/distributions/transforms/batchnorm.py	examples/rsa/schelling.py	1	7	19
pyro/distributions/transforms/batchnorm.py	examples/rsa/schelling_false.py	1	7	19
pyro/distributions/transforms/batchnorm.py	examples/smcfilter.py	1	7	3
pyro/distributions/transforms/batchnorm.py	examples/sparse_regression.py	1	7	18
pyro/distributions/transforms/batchnorm.py	examples/vae/utils/vae_plots.py	1	7	4
pyro/distributions/transforms/batchnorm.py	profiler/distributions.py	1	7	11
pyro/distributions/transforms/batchnorm.py	profiler/hmm.py	1	7	3
pyro/distributions/transforms/batchnorm.py	pyro/__init__.py	1	7	176
pyro/distributions/transforms/batchnorm.py	pyro/contrib/__init__.py	1	7	17
pyro/distributions/transforms/batchnorm.py	pyro/contrib/autoguide.py	1	7	3
pyro/distributions/transforms/batchnorm.py	pyro/contrib/autoname/__init__.py	1	7	5
pyro/distributions/transforms/batchnorm.py	pyro/contrib/bnn/__init__.py	1	7	3
pyro/distributions/transforms/batchnorm.py	pyro/contrib/bnn/hidden_layer.py	1	7	3
pyro/distributions/transforms/batchnorm.py	pyro/contrib/bnn/utils.py	1	7	3
pyro/distributions/transforms/batchnorm.py	pyro/contrib/cevae/__init__.py	1	7	3
pyro/distributions/transforms/batchnorm.py	pyro/contrib/easyguide/__init__.py	1	7	3
pyro/distributions/transforms/batchnorm.py	pyro/contrib/easyguide/easyguide.py	1	7	9
pyro/distributions/transforms/batchnorm.py	pyro/contrib/examples/bart.py	1	7	6
pyro/distributions/transforms/batchnorm.py	pyro/contrib/examples/multi_mnist.py	1	7	3
pyro/distributions/transforms/batchnorm.py	pyro/contrib/examples/util.py	1	7	9
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/__init__.py	1	7	14
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/kernels/__init__.py	1	7	12
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/likelihoods/__init__.py	1	7	8
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/models/__init__.py	1	7	11
pyro/distributions/transforms/batchnorm.py	pyro/contrib/gp/util.py	1	7	19
pyro/distributions/transforms/batchnorm.py	pyro/contrib/oed/__init__.py	1	7	6
pyro/distributions/transforms/batchnorm.py	pyro/contrib/oed/glmm/__init__.py	1	7	2
pyro/distributions/transforms/batchnorm.py	pyro/contrib/oed/glmm/glmm.py	1	7	2
pyro/distributions/transforms/batchnorm.py	pyro/contrib/oed/util.py	1	7	8
pyro/distributions/transforms/batchnorm.py	pyro/contrib/timeseries/__init__.py	1	7	9
pyro/distributions/transforms/batchnorm.py	pyro/contrib/timeseries/base.py	1	7	5
pyro/distributions/transforms/batchnorm.py	pyro/contrib/timeseries/gp.py	1	7	12
pyro/distributions/transforms/batchnorm.py	pyro/contrib/timeseries/lgssm.py	1	7	8
pyro/distributions/transforms/batchnorm.py	pyro/contrib/timeseries/lgssmgp.py	1	7	7
pyro/distributions/transforms/batchnorm.py	pyro/contrib/tracking/__init__.py	1	7	3
pyro/distributions/transforms/batchnorm.py	pyro/contrib/util.py	1	7	6
pyro/distributions/transforms/batchnorm.py	pyro/distributions/__init__.py	1	7	114
pyro/distributions/transforms/batchnorm.py	pyro/distributions/constraints.py	1	7	4
pyro/distributions/transforms/batchnorm.py	pyro/distributions/distribution.py	1	7	44
pyro/distributions/transforms/batchnorm.py	pyro/distributions/folded.py	1	7	2
pyro/distributions/transforms/batchnorm.py	pyro/distributions/kl.py	1	7	3
pyro/distributions/transforms/batchnorm.py	pyro/distributions/rejector.py	1	7	10
pyro/distributions/transforms/batchnorm.py	pyro/distributions/score_parts.py	1	7	7
pyro/distributions/transforms/batchnorm.py	pyro/distributions/stable.py	1	7	9
pyro/distributions/transforms/batchnorm.py	pyro/distributions/testing/__init__.py	1	7	2
pyro/distributions/transforms/batchnorm.py	pyro/distributions/testing/fakes.py	1	7	7
pyro/distributions/transforms/batchnorm.py	pyro/distributions/torch_patch.py	1	7	27
pyro/distributions/transforms/block_autoregressive.py	examples/air/viz.py	1	12	6
pyro/distributions/transforms/block_autoregressive.py	examples/contrib/cevae/synthetic.py	1	12	8
pyro/distributions/transforms/block_autoregressive.py	examples/contrib/oed/gp_bayes_opt.py	1	12	9
pyro/distributions/transforms/block_autoregressive.py	examples/contrib/timeseries/gp_models.py	1	12	10
pyro/distributions/transforms/block_autoregressive.py	examples/dmm/polyphonic_data_loader.py	1	12	16
pyro/distributions/transforms/block_autoregressive.py	examples/dmm/util.py	1	12	2
pyro/distributions/transforms/block_autoregressive.py	examples/rsa/generics.py	1	12	19
pyro/distributions/transforms/block_autoregressive.py	examples/rsa/hyperbole.py	1	12	19
pyro/distributions/transforms/block_autoregressive.py	examples/smcfilter.py	1	12	3
pyro/distributions/transforms/block_autoregressive.py	examples/vae/utils/vae_plots.py	1	12	4
pyro/distributions/transforms/block_autoregressive.py	profiler/hmm.py	1	12	3
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/autoguide.py	1	12	3
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/cevae/__init__.py	1	12	3
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/examples/bart.py	1	12	6
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/examples/multi_mnist.py	1	12	3
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/oed/__init__.py	1	12	6
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/oed/glmm/__init__.py	1	12	2
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/oed/glmm/glmm.py	1	12	2
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/timeseries/__init__.py	1	12	9
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/timeseries/base.py	1	12	5
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/timeseries/gp.py	1	12	12
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/timeseries/lgssm.py	1	12	8
pyro/distributions/transforms/block_autoregressive.py	pyro/contrib/timeseries/lgssmgp.py	1	12	7
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/constraints.py	1	12	4
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/folded.py	1	12	2
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/kl.py	1	12	3
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/stable.py	1	12	9
pyro/distributions/transforms/block_autoregressive.py	pyro/distributions/testing/__init__.py	1	12	2
pyro/distributions/transforms/cholesky.py	examples/air/air.py	1	4	36
pyro/distributions/transforms/cholesky.py	examples/air/main.py	1	4	37
pyro/distributions/transforms/cholesky.py	examples/air/modules.py	1	4	6
pyro/distributions/transforms/cholesky.py	examples/air/viz.py	1	4	6
pyro/distributions/transforms/cholesky.py	examples/baseball.py	1	4	46
pyro/distributions/transforms/cholesky.py	examples/capture_recapture/cjs.py	1	4	9
pyro/distributions/transforms/cholesky.py	examples/contrib/autoname/mixture.py	1	4	22
pyro/distributions/transforms/cholesky.py	examples/contrib/autoname/scoping_mixture.py	1	4	22
pyro/distributions/transforms/cholesky.py	examples/contrib/autoname/tree_data.py	1	4	21
pyro/distributions/transforms/cholesky.py	examples/contrib/cevae/synthetic.py	1	4	8
pyro/distributions/transforms/cholesky.py	examples/contrib/gp/sv-dkl.py	1	4	34
pyro/distributions/transforms/cholesky.py	examples/contrib/oed/gp_bayes_opt.py	1	4	9
pyro/distributions/transforms/cholesky.py	examples/contrib/timeseries/gp_models.py	1	4	10
pyro/distributions/transforms/cholesky.py	examples/dmm/polyphonic_data_loader.py	1	4	16
pyro/distributions/transforms/cholesky.py	examples/dmm/util.py	1	4	2
pyro/distributions/transforms/cholesky.py	examples/eight_schools/data.py	1	4	3
pyro/distributions/transforms/cholesky.py	examples/eight_schools/mcmc.py	1	4	29
pyro/distributions/transforms/cholesky.py	examples/eight_schools/svi.py	1	4	22
pyro/distributions/transforms/cholesky.py	examples/einsum.py	1	4	3
pyro/distributions/transforms/cholesky.py	examples/hmm.py	1	4	45
pyro/distributions/transforms/cholesky.py	examples/inclined_plane.py	1	4	35
pyro/distributions/transforms/cholesky.py	examples/lda.py	1	4	25
pyro/distributions/transforms/cholesky.py	examples/lkj.py	1	4	20
pyro/distributions/transforms/cholesky.py	examples/minipyro.py	1	4	26
pyro/distributions/transforms/cholesky.py	examples/mixed_hmm/experiment.py	1	4	3
pyro/distributions/transforms/cholesky.py	examples/mixed_hmm/model.py	1	4	4
pyro/distributions/transforms/cholesky.py	examples/mixed_hmm/seal_data.py	1	4	5
pyro/distributions/transforms/cholesky.py	examples/rsa/generics.py	1	4	19
pyro/distributions/transforms/cholesky.py	examples/rsa/hyperbole.py	1	4	19
pyro/distributions/transforms/cholesky.py	examples/rsa/schelling.py	1	4	19
pyro/distributions/transforms/cholesky.py	examples/rsa/schelling_false.py	1	4	19
pyro/distributions/transforms/cholesky.py	examples/rsa/search_inference.py	1	4	9
pyro/distributions/transforms/cholesky.py	examples/rsa/semantic_parsing.py	1	4	20
pyro/distributions/transforms/cholesky.py	examples/smcfilter.py	1	4	3
pyro/distributions/transforms/cholesky.py	examples/sparse_gamma_def.py	1	4	28
pyro/distributions/transforms/cholesky.py	examples/sparse_regression.py	1	4	18
pyro/distributions/transforms/cholesky.py	examples/vae/ss_vae_M2.py	1	4	34
pyro/distributions/transforms/cholesky.py	examples/vae/utils/custom_mlp.py	1	4	6
pyro/distributions/transforms/cholesky.py	examples/vae/utils/mnist_cached.py	1	4	9
pyro/distributions/transforms/cholesky.py	examples/vae/utils/vae_plots.py	1	4	4
pyro/distributions/transforms/cholesky.py	examples/vae/vae.py	1	4	29
pyro/distributions/transforms/cholesky.py	examples/vae/vae_comparison.py	1	4	29
pyro/distributions/transforms/cholesky.py	profiler/distributions.py	1	4	11
pyro/distributions/transforms/cholesky.py	profiler/hmm.py	1	4	3
pyro/distributions/transforms/cholesky.py	profiler/profiling_utils.py	1	4	5
pyro/distributions/transforms/cholesky.py	pyro/__init__.py	1	4	176
pyro/distributions/transforms/cholesky.py	pyro/contrib/__init__.py	1	4	17
pyro/distributions/transforms/cholesky.py	pyro/contrib/autoguide.py	1	4	3
pyro/distributions/transforms/cholesky.py	pyro/contrib/autoname/__init__.py	1	4	5
pyro/distributions/transforms/cholesky.py	pyro/contrib/autoname/named.py	1	4	5
pyro/distributions/transforms/cholesky.py	pyro/contrib/autoname/scoping.py	1	4	6
pyro/distributions/transforms/cholesky.py	pyro/contrib/bnn/__init__.py	1	4	3
pyro/distributions/transforms/cholesky.py	pyro/contrib/bnn/hidden_layer.py	1	4	3
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pyro/distributions/transforms/lower_cholesky_affine.py	pyro/distributions/transforms/generalized_channel_permute.py	1	5	5
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pyro/distributions/transforms/lower_cholesky_affine.py	examples/eight_schools/mcmc.py	1	5	29
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pyro/distributions/transforms/matrix_exponential.py	pyro/distributions/transforms/affine_coupling.py	1	2	13
pyro/distributions/transforms/matrix_exponential.py	pyro/distributions/transforms/block_autoregressive.py	1	2	12
pyro/distributions/transforms/matrix_exponential.py	pyro/distributions/transforms/cholesky.py	1	2	4
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pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/transforms/basic.py	1	10	2
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/transforms/discrete_cosine.py	1	10	4
pyro/distributions/transforms/neural_autoregressive.py	examples/air/main.py	1	10	37
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pyro/distributions/transforms/neural_autoregressive.py	examples/baseball.py	1	10	46
pyro/distributions/transforms/neural_autoregressive.py	examples/capture_recapture/cjs.py	1	10	9
pyro/distributions/transforms/neural_autoregressive.py	examples/contrib/autoname/mixture.py	1	10	22
pyro/distributions/transforms/neural_autoregressive.py	examples/contrib/autoname/scoping_mixture.py	1	10	22
pyro/distributions/transforms/neural_autoregressive.py	examples/contrib/autoname/tree_data.py	1	10	21
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pyro/distributions/transforms/neural_autoregressive.py	examples/contrib/oed/gp_bayes_opt.py	1	10	9
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pyro/distributions/transforms/neural_autoregressive.py	examples/dmm/polyphonic_data_loader.py	1	10	16
pyro/distributions/transforms/neural_autoregressive.py	examples/dmm/util.py	1	10	2
pyro/distributions/transforms/neural_autoregressive.py	examples/eight_schools/data.py	1	10	3
pyro/distributions/transforms/neural_autoregressive.py	examples/eight_schools/mcmc.py	1	10	29
pyro/distributions/transforms/neural_autoregressive.py	examples/eight_schools/svi.py	1	10	22
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pyro/distributions/transforms/neural_autoregressive.py	examples/lda.py	1	10	25
pyro/distributions/transforms/neural_autoregressive.py	examples/lkj.py	1	10	20
pyro/distributions/transforms/neural_autoregressive.py	examples/minipyro.py	1	10	26
pyro/distributions/transforms/neural_autoregressive.py	examples/mixed_hmm/experiment.py	1	10	3
pyro/distributions/transforms/neural_autoregressive.py	examples/mixed_hmm/model.py	1	10	4
pyro/distributions/transforms/neural_autoregressive.py	examples/mixed_hmm/seal_data.py	1	10	5
pyro/distributions/transforms/neural_autoregressive.py	examples/rsa/generics.py	1	10	19
pyro/distributions/transforms/neural_autoregressive.py	examples/rsa/hyperbole.py	1	10	19
pyro/distributions/transforms/neural_autoregressive.py	examples/rsa/schelling.py	1	10	19
pyro/distributions/transforms/neural_autoregressive.py	examples/rsa/schelling_false.py	1	10	19
pyro/distributions/transforms/neural_autoregressive.py	examples/smcfilter.py	1	10	3
pyro/distributions/transforms/neural_autoregressive.py	examples/sparse_regression.py	1	10	18
pyro/distributions/transforms/neural_autoregressive.py	examples/vae/utils/vae_plots.py	1	10	4
pyro/distributions/transforms/neural_autoregressive.py	profiler/distributions.py	1	10	11
pyro/distributions/transforms/neural_autoregressive.py	profiler/hmm.py	1	10	3
pyro/distributions/transforms/neural_autoregressive.py	pyro/__init__.py	1	10	176
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/__init__.py	1	10	17
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/autoguide.py	1	10	3
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/autoname/__init__.py	1	10	5
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/bnn/__init__.py	1	10	3
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/bnn/hidden_layer.py	1	10	3
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/bnn/utils.py	1	10	3
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/cevae/__init__.py	1	10	3
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/easyguide/__init__.py	1	10	3
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/easyguide/easyguide.py	1	10	9
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/examples/bart.py	1	10	6
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/examples/multi_mnist.py	1	10	3
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/examples/util.py	1	10	9
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/__init__.py	1	10	14
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/kernels/__init__.py	1	10	12
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/likelihoods/__init__.py	1	10	8
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/models/__init__.py	1	10	11
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/gp/util.py	1	10	19
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/oed/__init__.py	1	10	6
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/oed/glmm/__init__.py	1	10	2
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/oed/glmm/glmm.py	1	10	2
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/oed/util.py	1	10	8
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/timeseries/__init__.py	1	10	9
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/timeseries/base.py	1	10	5
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/timeseries/gp.py	1	10	12
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/timeseries/lgssm.py	1	10	8
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/timeseries/lgssmgp.py	1	10	7
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/tracking/__init__.py	1	10	3
pyro/distributions/transforms/neural_autoregressive.py	pyro/contrib/util.py	1	10	6
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/constraints.py	1	10	4
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/distribution.py	1	10	44
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/folded.py	1	10	2
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/kl.py	1	10	3
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/rejector.py	1	10	10
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/score_parts.py	1	10	7
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/stable.py	1	10	9
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/testing/__init__.py	1	10	2
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/testing/fakes.py	1	10	7
pyro/distributions/transforms/neural_autoregressive.py	pyro/distributions/torch_patch.py	1	10	27
pyro/distributions/transforms/permute.py	pyro/distributions/transforms/matrix_exponential.py	1	13	2
pyro/distributions/transforms/permute.py	pyro/distributions/transforms/basic.py	1	13	2
pyro/distributions/transforms/permute.py	pyro/distributions/transforms/discrete_cosine.py	1	13	4
pyro/distributions/transforms/permute.py	examples/air/viz.py	1	13	6
pyro/distributions/transforms/permute.py	examples/contrib/cevae/synthetic.py	1	13	8
pyro/distributions/transforms/permute.py	examples/contrib/oed/gp_bayes_opt.py	1	13	9
pyro/distributions/transforms/permute.py	examples/contrib/timeseries/gp_models.py	1	13	10
pyro/distributions/transforms/permute.py	examples/dmm/polyphonic_data_loader.py	1	13	16
pyro/distributions/transforms/permute.py	examples/dmm/util.py	1	13	2
pyro/distributions/transforms/permute.py	examples/rsa/generics.py	1	13	19
pyro/distributions/transforms/permute.py	examples/rsa/hyperbole.py	1	13	19
pyro/distributions/transforms/permute.py	examples/smcfilter.py	1	13	3
pyro/distributions/transforms/permute.py	examples/sparse_regression.py	1	13	18
pyro/distributions/transforms/permute.py	examples/vae/utils/vae_plots.py	1	13	4
pyro/distributions/transforms/permute.py	profiler/hmm.py	1	13	3
pyro/distributions/transforms/permute.py	pyro/contrib/autoguide.py	1	13	3
pyro/distributions/transforms/permute.py	pyro/contrib/cevae/__init__.py	1	13	3
pyro/distributions/transforms/permute.py	pyro/contrib/examples/bart.py	1	13	6
pyro/distributions/transforms/permute.py	pyro/contrib/examples/multi_mnist.py	1	13	3
pyro/distributions/transforms/permute.py	pyro/contrib/oed/__init__.py	1	13	6
pyro/distributions/transforms/permute.py	pyro/contrib/oed/glmm/__init__.py	1	13	2
pyro/distributions/transforms/permute.py	pyro/contrib/oed/glmm/glmm.py	1	13	2
pyro/distributions/transforms/permute.py	pyro/contrib/timeseries/__init__.py	1	13	9
pyro/distributions/transforms/permute.py	pyro/contrib/timeseries/base.py	1	13	5
pyro/distributions/transforms/permute.py	pyro/contrib/timeseries/gp.py	1	13	12
pyro/distributions/transforms/permute.py	pyro/contrib/timeseries/lgssm.py	1	13	8
pyro/distributions/transforms/permute.py	pyro/contrib/timeseries/lgssmgp.py	1	13	7
pyro/distributions/transforms/permute.py	pyro/distributions/folded.py	1	13	2
pyro/distributions/transforms/permute.py	pyro/distributions/kl.py	1	13	3
pyro/distributions/transforms/permute.py	pyro/distributions/stable.py	1	13	9
pyro/distributions/transforms/permute.py	pyro/distributions/testing/__init__.py	1	13	2
pyro/distributions/transforms/planar.py	pyro/distributions/transforms/matrix_exponential.py	1	16	2
pyro/distributions/transforms/planar.py	examples/air/viz.py	1	16	6
pyro/distributions/transforms/planar.py	examples/contrib/cevae/synthetic.py	1	16	8
pyro/distributions/transforms/planar.py	examples/contrib/oed/gp_bayes_opt.py	1	16	9
pyro/distributions/transforms/planar.py	examples/contrib/timeseries/gp_models.py	1	16	10
pyro/distributions/transforms/planar.py	examples/dmm/polyphonic_data_loader.py	1	16	16
pyro/distributions/transforms/planar.py	examples/dmm/util.py	1	16	2
pyro/distributions/transforms/planar.py	examples/rsa/generics.py	1	16	19
pyro/distributions/transforms/planar.py	examples/rsa/hyperbole.py	1	16	19
pyro/distributions/transforms/planar.py	examples/smcfilter.py	1	16	3
pyro/distributions/transforms/planar.py	examples/sparse_regression.py	1	16	18
pyro/distributions/transforms/planar.py	examples/vae/utils/vae_plots.py	1	16	4
pyro/distributions/transforms/planar.py	profiler/hmm.py	1	16	3
pyro/distributions/transforms/planar.py	pyro/contrib/autoguide.py	1	16	3
pyro/distributions/transforms/planar.py	pyro/contrib/cevae/__init__.py	1	16	3
pyro/distributions/transforms/planar.py	pyro/contrib/examples/bart.py	1	16	6
pyro/distributions/transforms/planar.py	pyro/contrib/examples/multi_mnist.py	1	16	3
pyro/distributions/transforms/planar.py	pyro/contrib/oed/__init__.py	1	16	6
pyro/distributions/transforms/planar.py	pyro/contrib/oed/glmm/__init__.py	1	16	2
pyro/distributions/transforms/planar.py	pyro/contrib/oed/glmm/glmm.py	1	16	2
pyro/distributions/transforms/planar.py	pyro/contrib/timeseries/__init__.py	1	16	9
pyro/distributions/transforms/planar.py	pyro/contrib/timeseries/base.py	1	16	5
pyro/distributions/transforms/planar.py	pyro/contrib/timeseries/gp.py	1	16	12
pyro/distributions/transforms/planar.py	pyro/contrib/timeseries/lgssm.py	1	16	8
pyro/distributions/transforms/planar.py	pyro/contrib/timeseries/lgssmgp.py	1	16	7
pyro/distributions/transforms/planar.py	pyro/distributions/constraints.py	1	16	4
pyro/distributions/transforms/planar.py	pyro/distributions/folded.py	1	16	2
pyro/distributions/transforms/planar.py	pyro/distributions/kl.py	1	16	3
pyro/distributions/transforms/planar.py	pyro/distributions/stable.py	1	16	9
pyro/distributions/transforms/planar.py	pyro/distributions/testing/__init__.py	1	16	2
pyro/distributions/transforms/polynomial.py	pyro/distributions/transforms/matrix_exponential.py	1	9	2
pyro/distributions/transforms/polynomial.py	pyro/distributions/transforms/generalized_channel_permute.py	1	9	5
pyro/distributions/transforms/polynomial.py	examples/air/viz.py	1	9	6
pyro/distributions/transforms/polynomial.py	examples/contrib/cevae/synthetic.py	1	9	8
pyro/distributions/transforms/polynomial.py	examples/contrib/oed/gp_bayes_opt.py	1	9	9
pyro/distributions/transforms/polynomial.py	examples/contrib/timeseries/gp_models.py	1	9	10
pyro/distributions/transforms/polynomial.py	examples/dmm/polyphonic_data_loader.py	1	9	16
pyro/distributions/transforms/polynomial.py	examples/dmm/util.py	1	9	2
pyro/distributions/transforms/polynomial.py	examples/rsa/generics.py	1	9	19
pyro/distributions/transforms/polynomial.py	examples/rsa/hyperbole.py	1	9	19
pyro/distributions/transforms/polynomial.py	examples/smcfilter.py	1	9	3
pyro/distributions/transforms/polynomial.py	examples/sparse_regression.py	1	9	18
pyro/distributions/transforms/polynomial.py	examples/vae/utils/vae_plots.py	1	9	4
pyro/distributions/transforms/polynomial.py	profiler/hmm.py	1	9	3
pyro/distributions/transforms/polynomial.py	pyro/contrib/autoguide.py	1	9	3
pyro/distributions/transforms/polynomial.py	pyro/contrib/cevae/__init__.py	1	9	3
pyro/distributions/transforms/polynomial.py	pyro/contrib/examples/bart.py	1	9	6
pyro/distributions/transforms/polynomial.py	pyro/contrib/examples/multi_mnist.py	1	9	3
pyro/distributions/transforms/polynomial.py	pyro/contrib/oed/__init__.py	1	9	6
pyro/distributions/transforms/polynomial.py	pyro/contrib/oed/glmm/__init__.py	1	9	2
pyro/distributions/transforms/polynomial.py	pyro/contrib/oed/glmm/glmm.py	1	9	2
pyro/distributions/transforms/polynomial.py	pyro/contrib/timeseries/__init__.py	1	9	9
pyro/distributions/transforms/polynomial.py	pyro/contrib/timeseries/base.py	1	9	5
pyro/distributions/transforms/polynomial.py	pyro/contrib/timeseries/gp.py	1	9	12
pyro/distributions/transforms/polynomial.py	pyro/contrib/timeseries/lgssm.py	1	9	8
pyro/distributions/transforms/polynomial.py	pyro/contrib/timeseries/lgssmgp.py	1	9	7
pyro/distributions/transforms/polynomial.py	pyro/distributions/constraints.py	1	9	4
pyro/distributions/transforms/polynomial.py	pyro/distributions/folded.py	1	9	2
pyro/distributions/transforms/polynomial.py	pyro/distributions/kl.py	1	9	3
pyro/distributions/transforms/polynomial.py	pyro/distributions/stable.py	1	9	9
pyro/distributions/transforms/polynomial.py	pyro/distributions/testing/__init__.py	1	9	2
pyro/distributions/transforms/radial.py	examples/air/viz.py	1	15	6
pyro/distributions/transforms/radial.py	examples/contrib/cevae/synthetic.py	1	15	8
pyro/distributions/transforms/radial.py	examples/contrib/oed/gp_bayes_opt.py	1	15	9
pyro/distributions/transforms/radial.py	examples/contrib/timeseries/gp_models.py	1	15	10
pyro/distributions/transforms/radial.py	examples/dmm/polyphonic_data_loader.py	1	15	16
pyro/distributions/transforms/radial.py	examples/dmm/util.py	1	15	2
pyro/distributions/transforms/radial.py	examples/rsa/generics.py	1	15	19
pyro/distributions/transforms/radial.py	examples/rsa/hyperbole.py	1	15	19
pyro/distributions/transforms/radial.py	examples/smcfilter.py	1	15	3
pyro/distributions/transforms/radial.py	examples/sparse_regression.py	1	15	18
pyro/distributions/transforms/radial.py	examples/vae/utils/vae_plots.py	1	15	4
pyro/distributions/transforms/radial.py	profiler/hmm.py	1	15	3
pyro/distributions/transforms/radial.py	pyro/contrib/autoguide.py	1	15	3
pyro/distributions/transforms/radial.py	pyro/contrib/cevae/__init__.py	1	15	3
pyro/distributions/transforms/radial.py	pyro/contrib/examples/bart.py	1	15	6
pyro/distributions/transforms/radial.py	pyro/contrib/examples/multi_mnist.py	1	15	3
pyro/distributions/transforms/radial.py	pyro/contrib/oed/__init__.py	1	15	6
pyro/distributions/transforms/radial.py	pyro/contrib/oed/glmm/__init__.py	1	15	2
pyro/distributions/transforms/radial.py	pyro/contrib/oed/glmm/glmm.py	1	15	2
pyro/distributions/transforms/radial.py	pyro/contrib/timeseries/__init__.py	1	15	9
pyro/distributions/transforms/radial.py	pyro/contrib/timeseries/base.py	1	15	5
pyro/distributions/transforms/radial.py	pyro/contrib/timeseries/gp.py	1	15	12
pyro/distributions/transforms/radial.py	pyro/contrib/timeseries/lgssm.py	1	15	8
pyro/distributions/transforms/radial.py	pyro/contrib/timeseries/lgssmgp.py	1	15	7
pyro/distributions/transforms/radial.py	pyro/distributions/constraints.py	1	15	4
pyro/distributions/transforms/radial.py	pyro/distributions/folded.py	1	15	2
pyro/distributions/transforms/radial.py	pyro/distributions/kl.py	1	15	3
pyro/distributions/transforms/radial.py	pyro/distributions/stable.py	1	15	9
pyro/distributions/transforms/radial.py	pyro/distributions/testing/__init__.py	1	15	2
pyro/distributions/transforms/spline.py	pyro/distributions/conditional.py	1	7	5
pyro/distributions/transforms/spline.py	pyro/distributions/torch_patch.py	1	7	27
pyro/distributions/transforms/spline.py	pyro/distributions/transforms/basic.py	1	7	2
pyro/distributions/transforms/spline.py	pyro/distributions/transforms/affine_coupling.py	1	7	13
pyro/distributions/transforms/spline.py	pyro/distributions/transforms/batchnorm.py	1	7	7
pyro/distributions/transforms/spline.py	pyro/distributions/transforms/block_autoregressive.py	1	7	12
pyro/distributions/transforms/spline.py	pyro/distributions/transforms/neural_autoregressive.py	1	7	10
pyro/distributions/transforms/spline.py	pyro/distributions/transforms/permute.py	1	7	13
pyro/distributions/transforms/spline.py	pyro/distributions/transforms/polynomial.py	1	7	9
pyro/distributions/transforms/spline_autoregressive.py	pyro/distributions/transforms/affine_coupling.py	1	3	13
pyro/distributions/transforms/spline_autoregressive.py	pyro/distributions/transforms/block_autoregressive.py	1	3	12
pyro/distributions/transforms/spline_autoregressive.py	pyro/distributions/transforms/cholesky.py	1	3	4
pyro/distributions/transforms/spline_autoregressive.py	pyro/distributions/transforms/householder.py	1	3	11
pyro/distributions/transforms/spline_autoregressive.py	pyro/distributions/transforms/matrix_exponential.py	1	3	2
pyro/distributions/transforms/spline_autoregressive.py	pyro/distributions/transforms/neural_autoregressive.py	1	3	10
pyro/distributions/transforms/spline_autoregressive.py	pyro/distributions/transforms/permute.py	1	3	13
pyro/distributions/transforms/spline_autoregressive.py	pyro/distributions/transforms/planar.py	1	3	16
pyro/distributions/transforms/spline_autoregressive.py	pyro/distributions/transforms/polynomial.py	1	3	9
pyro/distributions/transforms/spline_autoregressive.py	pyro/distributions/transforms/radial.py	1	3	15
pyro/distributions/transforms/spline_autoregressive.py	pyro/distributions/transforms/spline.py	1	3	7
pyro/distributions/transforms/spline_coupling.py	pyro/distributions/transforms/affine_autoregressive.py	1	2	11
pyro/distributions/transforms/spline_coupling.py	pyro/distributions/transforms/block_autoregressive.py	1	2	12
pyro/distributions/transforms/spline_coupling.py	pyro/distributions/transforms/cholesky.py	1	2	4
pyro/distributions/transforms/spline_coupling.py	pyro/distributions/transforms/householder.py	1	2	11
pyro/distributions/transforms/spline_coupling.py	pyro/distributions/transforms/matrix_exponential.py	1	2	2
pyro/distributions/transforms/spline_coupling.py	pyro/distributions/transforms/neural_autoregressive.py	1	2	10
pyro/distributions/transforms/spline_coupling.py	pyro/distributions/transforms/permute.py	1	2	13
pyro/distributions/transforms/spline_coupling.py	pyro/distributions/transforms/planar.py	1	2	16
pyro/distributions/transforms/spline_coupling.py	pyro/distributions/transforms/polynomial.py	1	2	9
pyro/distributions/transforms/spline_coupling.py	pyro/distributions/transforms/radial.py	1	2	15
pyro/distributions/transforms/spline_coupling.py	pyro/distributions/transforms/spline_autoregressive.py	1	2	3
pyro/distributions/transforms/spline_coupling.py	pyro/distributions/diag_normal_mixture.py	1	2	8
pyro/distributions/transforms/spline_coupling.py	pyro/distributions/gaussian_scale_mixture.py	1	2	9
pyro/distributions/transforms/spline_coupling.py	pyro/distributions/inverse_gamma.py	1	2	6
pyro/distributions/transforms/spline_coupling.py	pyro/distributions/relaxed_straight_through.py	1	2	8
pyro/distributions/transforms/sylvester.py	pyro/distributions/transforms/matrix_exponential.py	1	12	2
pyro/distributions/transforms/sylvester.py	pyro/distributions/transforms/spline_autoregressive.py	1	12	3
pyro/distributions/transforms/sylvester.py	pyro/distributions/transforms/spline_coupling.py	1	12	2
pyro/distributions/transforms/sylvester.py	pyro/distributions/transforms/spline.py	1	12	7
pyro/distributions/transforms/sylvester.py	examples/air/viz.py	1	12	6
pyro/distributions/transforms/sylvester.py	examples/contrib/cevae/synthetic.py	1	12	8
pyro/distributions/transforms/sylvester.py	examples/contrib/oed/gp_bayes_opt.py	1	12	9
pyro/distributions/transforms/sylvester.py	examples/contrib/timeseries/gp_models.py	1	12	10
pyro/distributions/transforms/sylvester.py	examples/dmm/polyphonic_data_loader.py	1	12	16
pyro/distributions/transforms/sylvester.py	examples/dmm/util.py	1	12	2
pyro/distributions/transforms/sylvester.py	examples/rsa/generics.py	1	12	19
pyro/distributions/transforms/sylvester.py	examples/rsa/hyperbole.py	1	12	19
pyro/distributions/transforms/sylvester.py	examples/smcfilter.py	1	12	3
pyro/distributions/transforms/sylvester.py	examples/sparse_regression.py	1	12	18
pyro/distributions/transforms/sylvester.py	examples/vae/utils/vae_plots.py	1	12	4
pyro/distributions/transforms/sylvester.py	profiler/hmm.py	1	12	3
pyro/distributions/transforms/sylvester.py	pyro/contrib/autoguide.py	1	12	3
pyro/distributions/transforms/sylvester.py	pyro/contrib/cevae/__init__.py	1	12	3
pyro/distributions/transforms/sylvester.py	pyro/contrib/examples/bart.py	1	12	6
pyro/distributions/transforms/sylvester.py	pyro/contrib/examples/multi_mnist.py	1	12	3
pyro/distributions/transforms/sylvester.py	pyro/contrib/oed/__init__.py	1	12	6
pyro/distributions/transforms/sylvester.py	pyro/contrib/oed/glmm/__init__.py	1	12	2
pyro/distributions/transforms/sylvester.py	pyro/contrib/oed/glmm/glmm.py	1	12	2
pyro/distributions/transforms/sylvester.py	pyro/contrib/timeseries/__init__.py	1	12	9
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pyro/distributions/unit.py	pyro/contrib/easyguide/__init__.py	1	3	3
pyro/distributions/unit.py	pyro/contrib/easyguide/easyguide.py	1	3	9
pyro/distributions/unit.py	pyro/contrib/examples/bart.py	1	3	6
pyro/distributions/unit.py	pyro/contrib/examples/multi_mnist.py	1	3	3
pyro/distributions/unit.py	pyro/contrib/examples/util.py	1	3	9
pyro/distributions/unit.py	pyro/contrib/gp/__init__.py	1	3	14
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pyro/distributions/unit.py	pyro/contrib/gp/likelihoods/__init__.py	1	3	8
pyro/distributions/unit.py	pyro/contrib/gp/models/__init__.py	1	3	11
pyro/distributions/unit.py	pyro/contrib/gp/util.py	1	3	19
pyro/distributions/unit.py	pyro/contrib/oed/__init__.py	1	3	6
pyro/distributions/unit.py	pyro/contrib/oed/glmm/__init__.py	1	3	2
pyro/distributions/unit.py	pyro/contrib/oed/glmm/glmm.py	1	3	2
pyro/distributions/unit.py	pyro/contrib/oed/util.py	1	3	8
pyro/distributions/unit.py	pyro/contrib/timeseries/__init__.py	1	3	9
pyro/distributions/unit.py	pyro/contrib/timeseries/base.py	1	3	5
pyro/distributions/unit.py	pyro/contrib/timeseries/gp.py	1	3	12
pyro/distributions/unit.py	pyro/contrib/timeseries/lgssm.py	1	3	8
pyro/distributions/unit.py	pyro/contrib/timeseries/lgssmgp.py	1	3	7
pyro/distributions/unit.py	pyro/contrib/tracking/__init__.py	1	3	3
pyro/distributions/unit.py	pyro/contrib/util.py	1	3	6
pyro/distributions/unit.py	pyro/distributions/constraints.py	1	3	4
pyro/distributions/unit.py	pyro/distributions/distribution.py	1	3	44
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pyro/distributions/unit.py	pyro/distributions/score_parts.py	1	3	7
pyro/distributions/unit.py	pyro/distributions/stable.py	1	3	9
pyro/distributions/unit.py	pyro/distributions/testing/__init__.py	1	3	2
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pyro/distributions/unit.py	pyro/distributions/torch_patch.py	1	3	27
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pyro/distributions/von_mises_3d.py	examples/dmm/polyphonic_data_loader.py	1	4	16
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pyro/distributions/von_mises_3d.py	examples/vae/utils/vae_plots.py	1	4	4
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pyro/distributions/von_mises_3d.py	pyro/contrib/autoguide.py	1	4	3
pyro/distributions/von_mises_3d.py	pyro/contrib/cevae/__init__.py	1	4	3
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pyro/distributions/von_mises_3d.py	pyro/contrib/oed/glmm/glmm.py	1	4	2
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pyro/distributions/von_mises_3d.py	pyro/contrib/timeseries/lgssm.py	1	4	8
pyro/distributions/von_mises_3d.py	pyro/contrib/timeseries/lgssmgp.py	1	4	7
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pyro/distributions/von_mises_3d.py	pyro/distributions/stable.py	1	4	9
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pyro/distributions/zero_inflated.py	pyro/distributions/transforms/spline_coupling.py	1	8	2
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pyro/distributions/zero_inflated.py	examples/baseball.py	1	8	46
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pyro/distributions/zero_inflated.py	examples/rsa/schelling_false.py	1	8	19
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pyro/distributions/zero_inflated.py	pyro/__init__.py	1	8	176
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pyro/distributions/zero_inflated.py	pyro/contrib/autoname/__init__.py	1	8	5
pyro/distributions/zero_inflated.py	pyro/contrib/bnn/__init__.py	1	8	3
pyro/distributions/zero_inflated.py	pyro/contrib/bnn/hidden_layer.py	1	8	3
pyro/distributions/zero_inflated.py	pyro/contrib/bnn/utils.py	1	8	3
pyro/distributions/zero_inflated.py	pyro/contrib/cevae/__init__.py	1	8	3
pyro/distributions/zero_inflated.py	pyro/contrib/easyguide/__init__.py	1	8	3
pyro/distributions/zero_inflated.py	pyro/contrib/easyguide/easyguide.py	1	8	9
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pyro/distributions/zero_inflated.py	pyro/contrib/examples/multi_mnist.py	1	8	3
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pyro/distributions/zero_inflated.py	pyro/contrib/gp/__init__.py	1	8	14
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pyro/distributions/zero_inflated.py	pyro/contrib/gp/likelihoods/__init__.py	1	8	8
pyro/distributions/zero_inflated.py	pyro/contrib/gp/models/__init__.py	1	8	11
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pyro/distributions/zero_inflated.py	pyro/contrib/oed/__init__.py	1	8	6
pyro/distributions/zero_inflated.py	pyro/contrib/oed/glmm/__init__.py	1	8	2
pyro/distributions/zero_inflated.py	pyro/contrib/oed/glmm/glmm.py	1	8	2
pyro/distributions/zero_inflated.py	pyro/contrib/oed/util.py	1	8	8
pyro/distributions/zero_inflated.py	pyro/contrib/timeseries/__init__.py	1	8	9
pyro/distributions/zero_inflated.py	pyro/contrib/timeseries/base.py	1	8	5
pyro/distributions/zero_inflated.py	pyro/contrib/timeseries/gp.py	1	8	12
pyro/distributions/zero_inflated.py	pyro/contrib/timeseries/lgssm.py	1	8	8
pyro/distributions/zero_inflated.py	pyro/contrib/timeseries/lgssmgp.py	1	8	7
pyro/distributions/zero_inflated.py	pyro/contrib/tracking/__init__.py	1	8	3
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pyro/infer/elbo.py	pyro/distributions/transforms/cholesky.py	1	27	4
pyro/infer/elbo.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	27	5
pyro/infer/elbo.py	pyro/distributions/transforms/neural_autoregressive.py	1	27	10
pyro/infer/elbo.py	pyro/distributions/unit.py	1	27	3
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pyro/infer/elbo.py	pyro/infer/autoguide/__init__.py	1	27	6
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pyro/infer/elbo.py	pyro/infer/autoguide/utils.py	1	27	2
pyro/infer/energy_distance.py	examples/air/air.py	1	3	36
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pyro/infer/energy_distance.py	examples/contrib/autoname/mixture.py	1	3	22
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pyro/infer/energy_distance.py	examples/contrib/autoname/tree_data.py	1	3	21
pyro/infer/energy_distance.py	examples/contrib/cevae/synthetic.py	1	3	8
pyro/infer/energy_distance.py	examples/contrib/gp/sv-dkl.py	1	3	34
pyro/infer/energy_distance.py	examples/contrib/oed/gp_bayes_opt.py	1	3	9
pyro/infer/energy_distance.py	examples/contrib/timeseries/gp_models.py	1	3	10
pyro/infer/energy_distance.py	examples/dmm/dmm.py	1	3	56
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pyro/infer/energy_distance.py	examples/dmm/util.py	1	3	2
pyro/infer/energy_distance.py	examples/eight_schools/data.py	1	3	3
pyro/infer/energy_distance.py	examples/eight_schools/mcmc.py	1	3	29
pyro/infer/energy_distance.py	examples/eight_schools/svi.py	1	3	22
pyro/infer/energy_distance.py	examples/einsum.py	1	3	3
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pyro/infer/energy_distance.py	pyro/contrib/gp/kernels/brownian.py	1	3	12
pyro/infer/energy_distance.py	pyro/contrib/gp/kernels/coregionalize.py	1	3	9
pyro/infer/energy_distance.py	pyro/contrib/gp/kernels/dot_product.py	1	3	13
pyro/infer/energy_distance.py	pyro/contrib/gp/kernels/isotropic.py	1	3	14
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pyro/infer/energy_distance.py	pyro/contrib/gp/likelihoods/likelihood.py	1	3	12
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pyro/infer/energy_distance.py	pyro/distributions/empirical.py	1	3	13
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pyro/infer/energy_distance.py	pyro/distributions/gaussian_scale_mixture.py	1	3	9
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pyro/infer/energy_distance.py	pyro/distributions/inverse_gamma.py	1	3	6
pyro/infer/energy_distance.py	pyro/distributions/kl.py	1	3	3
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pyro/infer/energy_distance.py	pyro/distributions/multivariate_studentt.py	1	3	5
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pyro/infer/energy_distance.py	pyro/distributions/testing/rejection_exponential.py	1	3	9
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pyro/infer/mcmc/api.py	examples/contrib/epidemiology/sir.py	1	24	21
pyro/infer/mcmc/api.py	pyro/contrib/epidemiology/distributions.py	1	24	9
pyro/infer/mcmc/api.py	examples/air/viz.py	1	24	6
pyro/infer/mcmc/api.py	examples/contrib/cevae/synthetic.py	1	24	8
pyro/infer/mcmc/api.py	examples/contrib/oed/gp_bayes_opt.py	1	24	9
pyro/infer/mcmc/api.py	examples/contrib/timeseries/gp_models.py	1	24	10
pyro/infer/mcmc/api.py	examples/dmm/util.py	1	24	2
pyro/infer/mcmc/api.py	examples/rsa/generics.py	1	24	19
pyro/infer/mcmc/api.py	examples/rsa/hyperbole.py	1	24	19
pyro/infer/mcmc/api.py	examples/smcfilter.py	1	24	3
pyro/infer/mcmc/api.py	examples/sparse_regression.py	1	24	18
pyro/infer/mcmc/api.py	examples/vae/utils/vae_plots.py	1	24	4
pyro/infer/mcmc/api.py	profiler/hmm.py	1	24	3
pyro/infer/mcmc/api.py	pyro/contrib/autoguide.py	1	24	3
pyro/infer/mcmc/api.py	pyro/contrib/cevae/__init__.py	1	24	3
pyro/infer/mcmc/api.py	pyro/contrib/examples/bart.py	1	24	6
pyro/infer/mcmc/api.py	pyro/contrib/examples/multi_mnist.py	1	24	3
pyro/infer/mcmc/api.py	pyro/contrib/oed/__init__.py	1	24	6
pyro/infer/mcmc/api.py	pyro/contrib/oed/glmm/__init__.py	1	24	2
pyro/infer/mcmc/api.py	pyro/contrib/oed/glmm/glmm.py	1	24	2
pyro/infer/mcmc/api.py	pyro/contrib/timeseries/__init__.py	1	24	9
pyro/infer/mcmc/api.py	pyro/contrib/timeseries/base.py	1	24	5
pyro/infer/mcmc/api.py	pyro/contrib/timeseries/gp.py	1	24	12
pyro/infer/mcmc/api.py	pyro/contrib/timeseries/lgssm.py	1	24	8
pyro/infer/mcmc/api.py	pyro/contrib/timeseries/lgssmgp.py	1	24	7
pyro/infer/mcmc/api.py	pyro/distributions/constraints.py	1	24	4
pyro/infer/mcmc/api.py	pyro/distributions/folded.py	1	24	2
pyro/infer/mcmc/api.py	pyro/distributions/kl.py	1	24	3
pyro/infer/mcmc/api.py	pyro/distributions/stable.py	1	24	9
pyro/infer/mcmc/api.py	pyro/distributions/testing/__init__.py	1	24	2
pyro/infer/mcmc/api.py	pyro/distributions/transforms/__init__.py	1	24	30
pyro/infer/mcmc/api.py	pyro/distributions/transforms/cholesky.py	1	24	4
pyro/infer/mcmc/api.py	pyro/infer/autoguide/__init__.py	1	24	6
pyro/infer/mcmc/api.py	pyro/infer/autoguide/guides.py	1	24	18
pyro/infer/mcmc/api.py	pyro/infer/autoguide/utils.py	1	24	2
pyro/infer/mcmc/api.py	pyro/infer/energy_distance.py	1	24	3
pyro/infer/mcmc/hmc.py	examples/contrib/cevae/synthetic.py	1	77	8
pyro/infer/mcmc/hmc.py	examples/contrib/timeseries/gp_models.py	1	77	10
pyro/infer/mcmc/hmc.py	examples/dmm/util.py	1	77	2
pyro/infer/mcmc/hmc.py	examples/rsa/generics.py	1	77	19
pyro/infer/mcmc/hmc.py	examples/rsa/hyperbole.py	1	77	19
pyro/infer/mcmc/hmc.py	examples/smcfilter.py	1	77	3
pyro/infer/mcmc/hmc.py	examples/sparse_regression.py	1	77	18
pyro/infer/mcmc/hmc.py	examples/vae/utils/vae_plots.py	1	77	4
pyro/infer/mcmc/hmc.py	profiler/hmm.py	1	77	3
pyro/infer/mcmc/hmc.py	pyro/contrib/autoguide.py	1	77	3
pyro/infer/mcmc/hmc.py	pyro/contrib/cevae/__init__.py	1	77	3
pyro/infer/mcmc/hmc.py	pyro/contrib/examples/bart.py	1	77	6
pyro/infer/mcmc/hmc.py	pyro/contrib/examples/multi_mnist.py	1	77	3
pyro/infer/mcmc/hmc.py	pyro/contrib/oed/__init__.py	1	77	6
pyro/infer/mcmc/hmc.py	pyro/contrib/oed/glmm/__init__.py	1	77	2
pyro/infer/mcmc/hmc.py	pyro/contrib/oed/glmm/glmm.py	1	77	2
pyro/infer/mcmc/hmc.py	pyro/contrib/timeseries/__init__.py	1	77	9
pyro/infer/mcmc/hmc.py	pyro/contrib/timeseries/base.py	1	77	5
pyro/infer/mcmc/hmc.py	pyro/contrib/timeseries/gp.py	1	77	12
pyro/infer/mcmc/hmc.py	pyro/contrib/timeseries/lgssm.py	1	77	8
pyro/infer/mcmc/hmc.py	pyro/contrib/timeseries/lgssmgp.py	1	77	7
pyro/infer/mcmc/hmc.py	pyro/distributions/constraints.py	1	77	4
pyro/infer/mcmc/hmc.py	pyro/distributions/folded.py	1	77	2
pyro/infer/mcmc/hmc.py	pyro/distributions/kl.py	1	77	3
pyro/infer/mcmc/hmc.py	pyro/distributions/stable.py	1	77	9
pyro/infer/mcmc/hmc.py	pyro/distributions/testing/__init__.py	1	77	2
pyro/infer/mcmc/hmc.py	pyro/distributions/transforms/cholesky.py	1	77	4
pyro/infer/mcmc/hmc.py	pyro/infer/autoguide/utils.py	1	77	2
pyro/infer/mcmc/hmc.py	pyro/infer/energy_distance.py	1	77	3
pyro/infer/mcmc/logger.py	examples/air/viz.py	1	12	6
pyro/infer/mcmc/logger.py	examples/capture_recapture/cjs.py	1	12	9
pyro/infer/mcmc/logger.py	examples/contrib/cevae/synthetic.py	1	12	8
pyro/infer/mcmc/logger.py	examples/contrib/oed/gp_bayes_opt.py	1	12	9
pyro/infer/mcmc/logger.py	examples/contrib/timeseries/gp_models.py	1	12	10
pyro/infer/mcmc/logger.py	examples/dmm/polyphonic_data_loader.py	1	12	16
pyro/infer/mcmc/logger.py	examples/dmm/util.py	1	12	2
pyro/infer/mcmc/logger.py	examples/eight_schools/data.py	1	12	3
pyro/infer/mcmc/logger.py	examples/einsum.py	1	12	3
pyro/infer/mcmc/logger.py	examples/mixed_hmm/experiment.py	1	12	3
pyro/infer/mcmc/logger.py	examples/mixed_hmm/model.py	1	12	4
pyro/infer/mcmc/logger.py	examples/mixed_hmm/seal_data.py	1	12	5
pyro/infer/mcmc/logger.py	examples/smcfilter.py	1	12	3
pyro/infer/mcmc/logger.py	examples/vae/utils/vae_plots.py	1	12	4
pyro/infer/mcmc/logger.py	profiler/distributions.py	1	12	11
pyro/infer/mcmc/logger.py	profiler/hmm.py	1	12	3
pyro/infer/mcmc/logger.py	pyro/contrib/__init__.py	1	12	17
pyro/infer/mcmc/logger.py	pyro/contrib/autoguide.py	1	12	3
pyro/infer/mcmc/logger.py	pyro/contrib/autoname/__init__.py	1	12	5
pyro/infer/mcmc/logger.py	pyro/contrib/bnn/__init__.py	1	12	3
pyro/infer/mcmc/logger.py	pyro/contrib/bnn/hidden_layer.py	1	12	3
pyro/infer/mcmc/logger.py	pyro/contrib/bnn/utils.py	1	12	3
pyro/infer/mcmc/logger.py	pyro/contrib/cevae/__init__.py	1	12	3
pyro/infer/mcmc/logger.py	pyro/contrib/easyguide/__init__.py	1	12	3
pyro/infer/mcmc/logger.py	pyro/contrib/easyguide/easyguide.py	1	12	9
pyro/infer/mcmc/logger.py	pyro/contrib/examples/bart.py	1	12	6
pyro/infer/mcmc/logger.py	pyro/contrib/examples/multi_mnist.py	1	12	3
pyro/infer/mcmc/logger.py	pyro/contrib/examples/util.py	1	12	9
pyro/infer/mcmc/logger.py	pyro/contrib/gp/__init__.py	1	12	14
pyro/infer/mcmc/logger.py	pyro/contrib/gp/kernels/__init__.py	1	12	12
pyro/infer/mcmc/logger.py	pyro/contrib/gp/likelihoods/__init__.py	1	12	8
pyro/infer/mcmc/logger.py	pyro/contrib/gp/models/__init__.py	1	12	11
pyro/infer/mcmc/logger.py	pyro/contrib/gp/util.py	1	12	19
pyro/infer/mcmc/logger.py	pyro/contrib/oed/__init__.py	1	12	6
pyro/infer/mcmc/logger.py	pyro/contrib/oed/glmm/__init__.py	1	12	2
pyro/infer/mcmc/logger.py	pyro/contrib/oed/glmm/glmm.py	1	12	2
pyro/infer/mcmc/logger.py	pyro/contrib/oed/util.py	1	12	8
pyro/infer/mcmc/logger.py	pyro/contrib/timeseries/__init__.py	1	12	9
pyro/infer/mcmc/logger.py	pyro/contrib/timeseries/base.py	1	12	5
pyro/infer/mcmc/logger.py	pyro/contrib/timeseries/gp.py	1	12	12
pyro/infer/mcmc/logger.py	pyro/contrib/timeseries/lgssm.py	1	12	8
pyro/infer/mcmc/logger.py	pyro/contrib/timeseries/lgssmgp.py	1	12	7
pyro/infer/mcmc/logger.py	pyro/contrib/tracking/__init__.py	1	12	3
pyro/infer/mcmc/logger.py	pyro/contrib/util.py	1	12	6
pyro/infer/mcmc/logger.py	pyro/distributions/__init__.py	1	12	114
pyro/infer/mcmc/logger.py	pyro/distributions/constraints.py	1	12	4
pyro/infer/mcmc/logger.py	pyro/distributions/distribution.py	1	12	44
pyro/infer/mcmc/logger.py	pyro/distributions/folded.py	1	12	2
pyro/infer/mcmc/logger.py	pyro/distributions/kl.py	1	12	3
pyro/infer/mcmc/logger.py	pyro/distributions/rejector.py	1	12	10
pyro/infer/mcmc/logger.py	pyro/distributions/score_parts.py	1	12	7
pyro/infer/mcmc/logger.py	pyro/distributions/stable.py	1	12	9
pyro/infer/mcmc/logger.py	pyro/distributions/testing/__init__.py	1	12	2
pyro/infer/mcmc/logger.py	pyro/distributions/testing/fakes.py	1	12	7
pyro/infer/mcmc/logger.py	pyro/distributions/torch_patch.py	1	12	27
pyro/infer/mcmc/logger.py	pyro/distributions/transforms/__init__.py	1	12	30
pyro/infer/mcmc/logger.py	pyro/distributions/transforms/cholesky.py	1	12	4
pyro/infer/mcmc/logger.py	pyro/distributions/transforms/utils.py	1	12	3
pyro/infer/mcmc/logger.py	pyro/generic.py	1	12	7
pyro/infer/mcmc/logger.py	pyro/infer/__init__.py	1	12	44
pyro/infer/mcmc/logger.py	pyro/infer/autoguide/__init__.py	1	12	6
pyro/infer/mcmc/logger.py	pyro/infer/autoguide/guides.py	1	12	18
pyro/infer/mcmc/logger.py	pyro/infer/autoguide/utils.py	1	12	2
pyro/infer/mcmc/logger.py	pyro/infer/elbo.py	1	12	27
pyro/infer/mcmc/logger.py	pyro/infer/energy_distance.py	1	12	3
pyro/infer/mcmc/logger.py	pyro/infer/enum.py	1	12	32
pyro/infer/mcmc/logger.py	pyro/infer/mcmc/__init__.py	1	12	7
pyro/infer/mcmc/mcmc_kernel.py	examples/air/air.py	1	5	36
pyro/infer/mcmc/mcmc_kernel.py	examples/air/modules.py	1	5	6
pyro/infer/mcmc/mcmc_kernel.py	examples/air/viz.py	1	5	6
pyro/infer/mcmc/mcmc_kernel.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/infer/mcmc/mcmc_kernel.py	examples/contrib/oed/gp_bayes_opt.py	1	5	9
pyro/infer/mcmc/mcmc_kernel.py	examples/contrib/timeseries/gp_models.py	1	5	10
pyro/infer/mcmc/mcmc_kernel.py	examples/dmm/dmm.py	1	5	56
pyro/infer/mcmc/mcmc_kernel.py	examples/dmm/util.py	1	5	2
pyro/infer/mcmc/mcmc_kernel.py	examples/rsa/generics.py	1	5	19
pyro/infer/mcmc/mcmc_kernel.py	examples/rsa/hyperbole.py	1	5	19
pyro/infer/mcmc/mcmc_kernel.py	examples/rsa/semantic_parsing.py	1	5	20
pyro/infer/mcmc/mcmc_kernel.py	examples/smcfilter.py	1	5	3
pyro/infer/mcmc/mcmc_kernel.py	examples/sparse_regression.py	1	5	18
pyro/infer/mcmc/mcmc_kernel.py	examples/vae/ss_vae_M2.py	1	5	34
pyro/infer/mcmc/mcmc_kernel.py	examples/vae/utils/custom_mlp.py	1	5	6
pyro/infer/mcmc/mcmc_kernel.py	examples/vae/utils/mnist_cached.py	1	5	9
pyro/infer/mcmc/mcmc_kernel.py	examples/vae/utils/vae_plots.py	1	5	4
pyro/infer/mcmc/mcmc_kernel.py	examples/vae/vae.py	1	5	29
pyro/infer/mcmc/mcmc_kernel.py	profiler/hmm.py	1	5	3
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/autoguide.py	1	5	3
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/autoname/scoping.py	1	5	6
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/cevae/__init__.py	1	5	3
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/conjugate/infer.py	1	5	4
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/examples/bart.py	1	5	6
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/examples/multi_mnist.py	1	5	3
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/oed/__init__.py	1	5	6
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/oed/glmm/__init__.py	1	5	2
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/oed/glmm/glmm.py	1	5	2
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/oed/glmm/guides.py	1	5	3
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/timeseries/__init__.py	1	5	9
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/timeseries/base.py	1	5	5
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/timeseries/gp.py	1	5	12
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/timeseries/lgssm.py	1	5	8
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/timeseries/lgssmgp.py	1	5	7
pyro/infer/mcmc/mcmc_kernel.py	pyro/contrib/tracking/extended_kalman_filter.py	1	5	8
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/conditional.py	1	5	5
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/constraints.py	1	5	4
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/folded.py	1	5	2
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/kl.py	1	5	3
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/multivariate_studentt.py	1	5	5
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/stable.py	1	5	9
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/testing/__init__.py	1	5	2
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/transforms/__init__.py	1	5	30
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/transforms/affine_autoregressive.py	1	5	11
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/transforms/batchnorm.py	1	5	7
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/transforms/cholesky.py	1	5	4
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	5	5
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/transforms/neural_autoregressive.py	1	5	10
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/unit.py	1	5	3
pyro/infer/mcmc/mcmc_kernel.py	pyro/distributions/zero_inflated.py	1	5	8
pyro/infer/mcmc/mcmc_kernel.py	pyro/infer/autoguide/__init__.py	1	5	6
pyro/infer/mcmc/mcmc_kernel.py	pyro/infer/autoguide/guides.py	1	5	18
pyro/infer/mcmc/mcmc_kernel.py	pyro/infer/autoguide/initialization.py	1	5	7
pyro/infer/mcmc/mcmc_kernel.py	pyro/infer/autoguide/utils.py	1	5	2
pyro/infer/mcmc/mcmc_kernel.py	pyro/infer/energy_distance.py	1	5	3
pyro/infer/mcmc/mcmc_kernel.py	pyro/infer/mcmc/__init__.py	1	5	7
pyro/infer/mcmc/mcmc_kernel.py	pyro/infer/mcmc/adaptation.py	1	5	11
pyro/infer/mcmc/mcmc_kernel.py	pyro/infer/mcmc/logger.py	1	5	12
pyro/infer/mcmc/nuts.py	examples/contrib/cevae/synthetic.py	1	59	8
pyro/infer/mcmc/nuts.py	examples/contrib/timeseries/gp_models.py	1	59	10
pyro/infer/mcmc/nuts.py	examples/dmm/util.py	1	59	2
pyro/infer/mcmc/nuts.py	examples/rsa/generics.py	1	59	19
pyro/infer/mcmc/nuts.py	examples/rsa/hyperbole.py	1	59	19
pyro/infer/mcmc/nuts.py	examples/smcfilter.py	1	59	3
pyro/infer/mcmc/nuts.py	examples/sparse_regression.py	1	59	18
pyro/infer/mcmc/nuts.py	examples/vae/utils/vae_plots.py	1	59	4
pyro/infer/mcmc/nuts.py	profiler/hmm.py	1	59	3
pyro/infer/mcmc/nuts.py	pyro/contrib/autoguide.py	1	59	3
pyro/infer/mcmc/nuts.py	pyro/contrib/cevae/__init__.py	1	59	3
pyro/infer/mcmc/nuts.py	pyro/contrib/examples/bart.py	1	59	6
pyro/infer/mcmc/nuts.py	pyro/contrib/examples/multi_mnist.py	1	59	3
pyro/infer/mcmc/nuts.py	pyro/contrib/oed/__init__.py	1	59	6
pyro/infer/mcmc/nuts.py	pyro/contrib/oed/glmm/__init__.py	1	59	2
pyro/infer/mcmc/nuts.py	pyro/contrib/oed/glmm/glmm.py	1	59	2
pyro/infer/mcmc/nuts.py	pyro/contrib/timeseries/__init__.py	1	59	9
pyro/infer/mcmc/nuts.py	pyro/contrib/timeseries/base.py	1	59	5
pyro/infer/mcmc/nuts.py	pyro/contrib/timeseries/gp.py	1	59	12
pyro/infer/mcmc/nuts.py	pyro/contrib/timeseries/lgssm.py	1	59	8
pyro/infer/mcmc/nuts.py	pyro/contrib/timeseries/lgssmgp.py	1	59	7
pyro/infer/mcmc/nuts.py	pyro/distributions/constraints.py	1	59	4
pyro/infer/mcmc/nuts.py	pyro/distributions/folded.py	1	59	2
pyro/infer/mcmc/nuts.py	pyro/distributions/kl.py	1	59	3
pyro/infer/mcmc/nuts.py	pyro/distributions/stable.py	1	59	9
pyro/infer/mcmc/nuts.py	pyro/distributions/testing/__init__.py	1	59	2
pyro/infer/mcmc/nuts.py	pyro/distributions/transforms/__init__.py	1	59	30
pyro/infer/mcmc/nuts.py	pyro/distributions/transforms/cholesky.py	1	59	4
pyro/infer/mcmc/nuts.py	pyro/infer/autoguide/guides.py	1	59	18
pyro/infer/mcmc/nuts.py	pyro/infer/autoguide/utils.py	1	59	2
pyro/infer/mcmc/nuts.py	pyro/infer/energy_distance.py	1	59	3
pyro/infer/mcmc/util.py	examples/contrib/epidemiology/regional.py	1	35	10
pyro/infer/mcmc/util.py	examples/contrib/epidemiology/sir.py	1	35	21
pyro/infer/mcmc/util.py	pyro/contrib/epidemiology/compartmental.py	1	35	33
pyro/infer/mcmc/util.py	pyro/contrib/epidemiology/util.py	1	35	8
pyro/infer/mcmc/util.py	examples/air/main.py	1	35	37
pyro/infer/mcmc/util.py	examples/air/viz.py	1	35	6
pyro/infer/mcmc/util.py	examples/capture_recapture/cjs.py	1	35	9
pyro/infer/mcmc/util.py	examples/contrib/autoname/mixture.py	1	35	22
pyro/infer/mcmc/util.py	examples/contrib/autoname/tree_data.py	1	35	21
pyro/infer/mcmc/util.py	examples/contrib/cevae/synthetic.py	1	35	8
pyro/infer/mcmc/util.py	examples/contrib/oed/gp_bayes_opt.py	1	35	9
pyro/infer/mcmc/util.py	examples/contrib/timeseries/gp_models.py	1	35	10
pyro/infer/mcmc/util.py	examples/dmm/polyphonic_data_loader.py	1	35	16
pyro/infer/mcmc/util.py	examples/dmm/util.py	1	35	2
pyro/infer/mcmc/util.py	examples/eight_schools/data.py	1	35	3
pyro/infer/mcmc/util.py	examples/eight_schools/svi.py	1	35	22
pyro/infer/mcmc/util.py	examples/einsum.py	1	35	3
pyro/infer/mcmc/util.py	examples/inclined_plane.py	1	35	35
pyro/infer/mcmc/util.py	examples/minipyro.py	1	35	26
pyro/infer/mcmc/util.py	examples/mixed_hmm/experiment.py	1	35	3
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pyro/infer/reparam/neutra.py	pyro/distributions/multivariate_studentt.py	1	5	5
pyro/infer/reparam/neutra.py	pyro/distributions/omt_mvn.py	1	5	18
pyro/infer/reparam/neutra.py	pyro/distributions/rejector.py	1	5	10
pyro/infer/reparam/neutra.py	pyro/distributions/relaxed_straight_through.py	1	5	8
pyro/infer/reparam/neutra.py	pyro/distributions/score_parts.py	1	5	7
pyro/infer/reparam/neutra.py	pyro/distributions/spanning_tree.py	1	5	7
pyro/infer/reparam/neutra.py	pyro/distributions/testing/__init__.py	1	5	2
pyro/infer/reparam/neutra.py	pyro/distributions/testing/fakes.py	1	5	7
pyro/infer/reparam/neutra.py	pyro/distributions/testing/naive_dirichlet.py	1	5	7
pyro/infer/reparam/neutra.py	pyro/distributions/testing/rejection_exponential.py	1	5	9
pyro/infer/reparam/neutra.py	pyro/distributions/testing/rejection_gamma.py	1	5	19
pyro/infer/reparam/neutra.py	pyro/distributions/torch.py	1	5	40
pyro/infer/reparam/neutra.py	pyro/distributions/torch_distribution.py	1	5	39
pyro/infer/reparam/neutra.py	pyro/distributions/torch_patch.py	1	5	27
pyro/infer/reparam/neutra.py	pyro/distributions/torch_transform.py	1	5	7
pyro/infer/reparam/neutra.py	pyro/distributions/transforms/__init__.py	1	5	30
pyro/infer/reparam/neutra.py	pyro/distributions/transforms/affine_autoregressive.py	1	5	11
pyro/infer/reparam/neutra.py	pyro/distributions/transforms/affine_coupling.py	1	5	13
pyro/infer/reparam/neutra.py	pyro/distributions/transforms/batchnorm.py	1	5	7
pyro/infer/reparam/neutra.py	pyro/distributions/transforms/block_autoregressive.py	1	5	12
pyro/infer/reparam/neutra.py	pyro/distributions/transforms/cholesky.py	1	5	4
pyro/infer/reparam/neutra.py	pyro/distributions/transforms/householder.py	1	5	11
pyro/infer/reparam/neutra.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	5	5
pyro/infer/reparam/neutra.py	pyro/distributions/transforms/neural_autoregressive.py	1	5	10
pyro/infer/reparam/neutra.py	pyro/distributions/transforms/permute.py	1	5	13
pyro/infer/reparam/neutra.py	pyro/distributions/transforms/planar.py	1	5	16
pyro/infer/reparam/neutra.py	pyro/distributions/transforms/polynomial.py	1	5	9
pyro/infer/reparam/neutra.py	pyro/distributions/transforms/radial.py	1	5	15
pyro/infer/reparam/neutra.py	pyro/distributions/transforms/sylvester.py	1	5	12
pyro/infer/reparam/neutra.py	pyro/distributions/transforms/utils.py	1	5	3
pyro/infer/reparam/neutra.py	pyro/distributions/unit.py	1	5	3
pyro/infer/reparam/neutra.py	pyro/distributions/util.py	1	5	62
pyro/infer/reparam/neutra.py	pyro/distributions/von_mises_3d.py	1	5	4
pyro/infer/reparam/neutra.py	pyro/distributions/zero_inflated.py	1	5	8
pyro/infer/reparam/neutra.py	pyro/generic.py	1	5	7
pyro/infer/reparam/neutra.py	pyro/infer/__init__.py	1	5	44
pyro/infer/reparam/neutra.py	pyro/infer/abstract_infer.py	1	5	64
pyro/infer/reparam/neutra.py	pyro/infer/autoguide/__init__.py	1	5	6
pyro/infer/reparam/neutra.py	pyro/infer/autoguide/initialization.py	1	5	7
pyro/infer/reparam/neutra.py	pyro/infer/autoguide/utils.py	1	5	2
pyro/infer/reparam/neutra.py	pyro/infer/csis.py	1	5	5
pyro/infer/reparam/neutra.py	pyro/infer/discrete.py	1	5	11
pyro/infer/reparam/neutra.py	pyro/infer/elbo.py	1	5	27
pyro/infer/reparam/neutra.py	pyro/infer/energy_distance.py	1	5	3
pyro/infer/reparam/neutra.py	pyro/infer/enum.py	1	5	32
pyro/infer/reparam/neutra.py	pyro/infer/importance.py	1	5	33
pyro/infer/reparam/neutra.py	pyro/infer/mcmc/__init__.py	1	5	7
pyro/infer/reparam/neutra.py	pyro/infer/mcmc/adaptation.py	1	5	11
pyro/infer/reparam/neutra.py	pyro/infer/mcmc/api.py	1	5	24
pyro/infer/reparam/neutra.py	pyro/infer/mcmc/hmc.py	1	5	77
pyro/infer/reparam/neutra.py	pyro/infer/mcmc/logger.py	1	5	12
pyro/infer/reparam/neutra.py	pyro/infer/mcmc/mcmc_kernel.py	1	5	5
pyro/infer/reparam/neutra.py	pyro/infer/mcmc/nuts.py	1	5	59
pyro/infer/reparam/neutra.py	pyro/infer/mcmc/util.py	1	5	35
pyro/infer/reparam/neutra.py	pyro/infer/predictive.py	1	5	6
pyro/infer/reparam/neutra.py	pyro/infer/renyi_elbo.py	1	5	14
pyro/infer/reparam/reparam.py	pyro/infer/reparam/hmm.py	1	3	5
pyro/infer/reparam/reparam.py	examples/air/air.py	1	3	36
pyro/infer/reparam/reparam.py	examples/air/main.py	1	3	37
pyro/infer/reparam/reparam.py	examples/air/modules.py	1	3	6
pyro/infer/reparam/reparam.py	examples/air/viz.py	1	3	6
pyro/infer/reparam/reparam.py	examples/baseball.py	1	3	46
pyro/infer/reparam/reparam.py	examples/capture_recapture/cjs.py	1	3	9
pyro/infer/reparam/reparam.py	examples/contrib/autoname/mixture.py	1	3	22
pyro/infer/reparam/reparam.py	examples/contrib/autoname/scoping_mixture.py	1	3	22
pyro/infer/reparam/reparam.py	examples/contrib/autoname/tree_data.py	1	3	21
pyro/infer/reparam/reparam.py	examples/contrib/cevae/synthetic.py	1	3	8
pyro/infer/reparam/reparam.py	examples/contrib/gp/sv-dkl.py	1	3	34
pyro/infer/reparam/reparam.py	examples/contrib/oed/gp_bayes_opt.py	1	3	9
pyro/infer/reparam/reparam.py	examples/contrib/timeseries/gp_models.py	1	3	10
pyro/infer/reparam/reparam.py	examples/dmm/dmm.py	1	3	56
pyro/infer/reparam/reparam.py	examples/dmm/polyphonic_data_loader.py	1	3	16
pyro/infer/reparam/reparam.py	examples/dmm/util.py	1	3	2
pyro/infer/reparam/reparam.py	examples/eight_schools/data.py	1	3	3
pyro/infer/reparam/reparam.py	examples/eight_schools/mcmc.py	1	3	29
pyro/infer/reparam/reparam.py	examples/eight_schools/svi.py	1	3	22
pyro/infer/reparam/reparam.py	examples/einsum.py	1	3	3
pyro/infer/reparam/reparam.py	examples/hmm.py	1	3	45
pyro/infer/reparam/reparam.py	examples/inclined_plane.py	1	3	35
pyro/infer/reparam/reparam.py	examples/lda.py	1	3	25
pyro/infer/reparam/reparam.py	examples/lkj.py	1	3	20
pyro/infer/reparam/reparam.py	examples/minipyro.py	1	3	26
pyro/infer/reparam/reparam.py	examples/mixed_hmm/experiment.py	1	3	3
pyro/infer/reparam/reparam.py	examples/mixed_hmm/model.py	1	3	4
pyro/infer/reparam/reparam.py	examples/mixed_hmm/seal_data.py	1	3	5
pyro/infer/reparam/reparam.py	examples/rsa/generics.py	1	3	19
pyro/infer/reparam/reparam.py	examples/rsa/hyperbole.py	1	3	19
pyro/infer/reparam/reparam.py	examples/rsa/schelling.py	1	3	19
pyro/infer/reparam/reparam.py	examples/rsa/schelling_false.py	1	3	19
pyro/infer/reparam/reparam.py	examples/rsa/search_inference.py	1	3	9
pyro/infer/reparam/reparam.py	examples/rsa/semantic_parsing.py	1	3	20
pyro/infer/reparam/reparam.py	examples/smcfilter.py	1	3	3
pyro/infer/reparam/reparam.py	examples/sparse_gamma_def.py	1	3	28
pyro/infer/reparam/reparam.py	examples/sparse_regression.py	1	3	18
pyro/infer/reparam/reparam.py	examples/vae/ss_vae_M2.py	1	3	34
pyro/infer/reparam/reparam.py	examples/vae/utils/custom_mlp.py	1	3	6
pyro/infer/reparam/reparam.py	examples/vae/utils/mnist_cached.py	1	3	9
pyro/infer/reparam/reparam.py	examples/vae/utils/vae_plots.py	1	3	4
pyro/infer/reparam/reparam.py	examples/vae/vae.py	1	3	29
pyro/infer/reparam/reparam.py	examples/vae/vae_comparison.py	1	3	29
pyro/infer/reparam/reparam.py	profiler/distributions.py	1	3	11
pyro/infer/reparam/reparam.py	profiler/hmm.py	1	3	3
pyro/infer/reparam/reparam.py	profiler/profiling_utils.py	1	3	5
pyro/infer/reparam/reparam.py	pyro/__init__.py	1	3	176
pyro/infer/reparam/reparam.py	pyro/contrib/__init__.py	1	3	17
pyro/infer/reparam/reparam.py	pyro/contrib/autoguide.py	1	3	3
pyro/infer/reparam/reparam.py	pyro/contrib/autoname/__init__.py	1	3	5
pyro/infer/reparam/reparam.py	pyro/contrib/autoname/named.py	1	3	5
pyro/infer/reparam/reparam.py	pyro/contrib/autoname/scoping.py	1	3	6
pyro/infer/reparam/reparam.py	pyro/contrib/bnn/__init__.py	1	3	3
pyro/infer/reparam/reparam.py	pyro/contrib/bnn/hidden_layer.py	1	3	3
pyro/infer/reparam/reparam.py	pyro/contrib/bnn/utils.py	1	3	3
pyro/infer/reparam/reparam.py	pyro/contrib/cevae/__init__.py	1	3	3
pyro/infer/reparam/reparam.py	pyro/contrib/conjugate/infer.py	1	3	4
pyro/infer/reparam/reparam.py	pyro/contrib/easyguide/__init__.py	1	3	3
pyro/infer/reparam/reparam.py	pyro/contrib/easyguide/easyguide.py	1	3	9
pyro/infer/reparam/reparam.py	pyro/contrib/examples/bart.py	1	3	6
pyro/infer/reparam/reparam.py	pyro/contrib/examples/multi_mnist.py	1	3	3
pyro/infer/reparam/reparam.py	pyro/contrib/examples/util.py	1	3	9
pyro/infer/reparam/reparam.py	pyro/contrib/gp/__init__.py	1	3	14
pyro/infer/reparam/reparam.py	pyro/contrib/gp/kernels/__init__.py	1	3	12
pyro/infer/reparam/reparam.py	pyro/contrib/gp/kernels/brownian.py	1	3	12
pyro/infer/reparam/reparam.py	pyro/contrib/gp/kernels/coregionalize.py	1	3	9
pyro/infer/reparam/reparam.py	pyro/contrib/gp/kernels/dot_product.py	1	3	13
pyro/infer/reparam/reparam.py	pyro/contrib/gp/kernels/isotropic.py	1	3	14
pyro/infer/reparam/reparam.py	pyro/contrib/gp/kernels/kernel.py	1	3	22
pyro/infer/reparam/reparam.py	pyro/contrib/gp/kernels/periodic.py	1	3	12
pyro/infer/reparam/reparam.py	pyro/contrib/gp/kernels/static.py	1	3	13
pyro/infer/reparam/reparam.py	pyro/contrib/gp/likelihoods/__init__.py	1	3	8
pyro/infer/reparam/reparam.py	pyro/contrib/gp/likelihoods/binary.py	1	3	17
pyro/infer/reparam/reparam.py	pyro/contrib/gp/likelihoods/gaussian.py	1	3	18
pyro/infer/reparam/reparam.py	pyro/contrib/gp/likelihoods/likelihood.py	1	3	12
pyro/infer/reparam/reparam.py	pyro/contrib/gp/likelihoods/multi_class.py	1	3	15
pyro/infer/reparam/reparam.py	pyro/contrib/gp/likelihoods/poisson.py	1	3	11
pyro/infer/reparam/reparam.py	pyro/contrib/gp/models/__init__.py	1	3	11
pyro/infer/reparam/reparam.py	pyro/contrib/gp/models/gplvm.py	1	3	12
pyro/infer/reparam/reparam.py	pyro/contrib/gp/models/gpr.py	1	3	27
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pyro/infer/reparam/reparam.py	pyro/contrib/gp/models/vgp.py	1	3	21
pyro/infer/reparam/reparam.py	pyro/contrib/gp/models/vsgp.py	1	3	11
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pyro/infer/reparam/reparam.py	pyro/contrib/minipyro.py	1	3	17
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pyro/infer/reparam/reparam.py	pyro/contrib/oed/glmm/__init__.py	1	3	2
pyro/infer/reparam/reparam.py	pyro/contrib/oed/glmm/glmm.py	1	3	2
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pyro/infer/reparam/reparam.py	pyro/contrib/timeseries/__init__.py	1	3	9
pyro/infer/reparam/reparam.py	pyro/contrib/timeseries/base.py	1	3	5
pyro/infer/reparam/reparam.py	pyro/contrib/timeseries/gp.py	1	3	12
pyro/infer/reparam/reparam.py	pyro/contrib/timeseries/lgssm.py	1	3	8
pyro/infer/reparam/reparam.py	pyro/contrib/timeseries/lgssmgp.py	1	3	7
pyro/infer/reparam/reparam.py	pyro/contrib/tracking/__init__.py	1	3	3
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pyro/infer/reparam/reparam.py	pyro/contrib/tracking/dynamic_models.py	1	3	7
pyro/infer/reparam/reparam.py	pyro/contrib/tracking/extended_kalman_filter.py	1	3	8
pyro/infer/reparam/reparam.py	pyro/contrib/tracking/hashing.py	1	3	8
pyro/infer/reparam/reparam.py	pyro/contrib/tracking/measurements.py	1	3	5
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pyro/infer/reparam/reparam.py	pyro/distributions/avf_mvn.py	1	3	6
pyro/infer/reparam/reparam.py	pyro/distributions/conditional.py	1	3	5
pyro/infer/reparam/reparam.py	pyro/distributions/conjugate.py	1	3	13
pyro/infer/reparam/reparam.py	pyro/distributions/constraints.py	1	3	4
pyro/infer/reparam/reparam.py	pyro/distributions/delta.py	1	3	44
pyro/infer/reparam/reparam.py	pyro/distributions/diag_normal_mixture.py	1	3	8
pyro/infer/reparam/reparam.py	pyro/distributions/diag_normal_mixture_shared_cov.py	1	3	9
pyro/infer/reparam/reparam.py	pyro/distributions/distribution.py	1	3	44
pyro/infer/reparam/reparam.py	pyro/distributions/empirical.py	1	3	13
pyro/infer/reparam/reparam.py	pyro/distributions/folded.py	1	3	2
pyro/infer/reparam/reparam.py	pyro/distributions/gaussian_scale_mixture.py	1	3	9
pyro/infer/reparam/reparam.py	pyro/distributions/inverse_gamma.py	1	3	6
pyro/infer/reparam/reparam.py	pyro/distributions/kl.py	1	3	3
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pyro/infer/reparam/reparam.py	pyro/distributions/omt_mvn.py	1	3	18
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pyro/infer/reparam/reparam.py	pyro/distributions/transforms/affine_autoregressive.py	1	3	11
pyro/infer/reparam/reparam.py	pyro/distributions/transforms/affine_coupling.py	1	3	13
pyro/infer/reparam/reparam.py	pyro/distributions/transforms/batchnorm.py	1	3	7
pyro/infer/reparam/reparam.py	pyro/distributions/transforms/block_autoregressive.py	1	3	12
pyro/infer/reparam/reparam.py	pyro/distributions/transforms/cholesky.py	1	3	4
pyro/infer/reparam/reparam.py	pyro/distributions/transforms/householder.py	1	3	11
pyro/infer/reparam/reparam.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	3	5
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pyro/infer/reparam/reparam.py	pyro/distributions/transforms/polynomial.py	1	3	9
pyro/infer/reparam/reparam.py	pyro/distributions/transforms/radial.py	1	3	15
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pyro/infer/reparam/reparam.py	pyro/distributions/von_mises_3d.py	1	3	4
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pyro/infer/reparam/reparam.py	pyro/infer/autoguide/utils.py	1	3	2
pyro/infer/reparam/reparam.py	pyro/infer/csis.py	1	3	5
pyro/infer/reparam/reparam.py	pyro/infer/discrete.py	1	3	11
pyro/infer/reparam/reparam.py	pyro/infer/elbo.py	1	3	27
pyro/infer/reparam/reparam.py	pyro/infer/energy_distance.py	1	3	3
pyro/infer/reparam/reparam.py	pyro/infer/enum.py	1	3	32
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pyro/infer/reparam/reparam.py	pyro/infer/mcmc/adaptation.py	1	3	11
pyro/infer/reparam/reparam.py	pyro/infer/mcmc/api.py	1	3	24
pyro/infer/reparam/reparam.py	pyro/infer/mcmc/hmc.py	1	3	77
pyro/infer/reparam/reparam.py	pyro/infer/mcmc/logger.py	1	3	12
pyro/infer/reparam/reparam.py	pyro/infer/mcmc/mcmc_kernel.py	1	3	5
pyro/infer/reparam/reparam.py	pyro/infer/mcmc/nuts.py	1	3	59
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pyro/infer/reparam/split.py	examples/contrib/epidemiology/sir.py	1	2	21
pyro/infer/reparam/split.py	pyro/contrib/epidemiology/compartmental.py	1	2	33
pyro/infer/reparam/split.py	pyro/contrib/epidemiology/util.py	1	2	8
pyro/infer/reparam/split.py	pyro/infer/mcmc/util.py	1	2	35
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pyro/infer/reparam/stable.py	examples/air/modules.py	1	8	6
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pyro/infer/reparam/transform.py	pyro/contrib/gp/models/vgp.py	1	2	21
pyro/infer/reparam/transform.py	pyro/contrib/gp/models/vsgp.py	1	2	11
pyro/infer/reparam/transform.py	pyro/contrib/gp/parameterized.py	1	2	8
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pyro/infer/reparam/transform.py	pyro/contrib/minipyro.py	1	2	17
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pyro/infer/reparam/transform.py	pyro/contrib/oed/glmm/glmm.py	1	2	2
pyro/infer/reparam/transform.py	pyro/contrib/oed/glmm/guides.py	1	2	3
pyro/infer/reparam/transform.py	pyro/contrib/oed/search.py	1	2	4
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pyro/infer/reparam/transform.py	pyro/contrib/timeseries/__init__.py	1	2	9
pyro/infer/reparam/transform.py	pyro/contrib/timeseries/base.py	1	2	5
pyro/infer/reparam/transform.py	pyro/contrib/timeseries/gp.py	1	2	12
pyro/infer/reparam/transform.py	pyro/contrib/timeseries/lgssm.py	1	2	8
pyro/infer/reparam/transform.py	pyro/contrib/timeseries/lgssmgp.py	1	2	7
pyro/infer/reparam/transform.py	pyro/contrib/tracking/__init__.py	1	2	3
pyro/infer/reparam/transform.py	pyro/contrib/tracking/assignment.py	1	2	9
pyro/infer/reparam/transform.py	pyro/contrib/tracking/distributions.py	1	2	6
pyro/infer/reparam/transform.py	pyro/contrib/tracking/dynamic_models.py	1	2	7
pyro/infer/reparam/transform.py	pyro/contrib/tracking/extended_kalman_filter.py	1	2	8
pyro/infer/reparam/transform.py	pyro/contrib/tracking/hashing.py	1	2	8
pyro/infer/reparam/transform.py	pyro/contrib/tracking/measurements.py	1	2	5
pyro/infer/reparam/transform.py	pyro/contrib/util.py	1	2	6
pyro/infer/reparam/transform.py	pyro/distributions/avf_mvn.py	1	2	6
pyro/infer/reparam/transform.py	pyro/distributions/conditional.py	1	2	5
pyro/infer/reparam/transform.py	pyro/distributions/conjugate.py	1	2	13
pyro/infer/reparam/transform.py	pyro/distributions/constraints.py	1	2	4
pyro/infer/reparam/transform.py	pyro/distributions/delta.py	1	2	44
pyro/infer/reparam/transform.py	pyro/distributions/diag_normal_mixture.py	1	2	8
pyro/infer/reparam/transform.py	pyro/distributions/diag_normal_mixture_shared_cov.py	1	2	9
pyro/infer/reparam/transform.py	pyro/distributions/distribution.py	1	2	44
pyro/infer/reparam/transform.py	pyro/distributions/empirical.py	1	2	13
pyro/infer/reparam/transform.py	pyro/distributions/folded.py	1	2	2
pyro/infer/reparam/transform.py	pyro/distributions/gaussian_scale_mixture.py	1	2	9
pyro/infer/reparam/transform.py	pyro/distributions/inverse_gamma.py	1	2	6
pyro/infer/reparam/transform.py	pyro/distributions/kl.py	1	2	3
pyro/infer/reparam/transform.py	pyro/distributions/lkj.py	1	2	10
pyro/infer/reparam/transform.py	pyro/distributions/mixture.py	1	2	8
pyro/infer/reparam/transform.py	pyro/distributions/multivariate_studentt.py	1	2	5
pyro/infer/reparam/transform.py	pyro/distributions/omt_mvn.py	1	2	18
pyro/infer/reparam/transform.py	pyro/distributions/rejector.py	1	2	10
pyro/infer/reparam/transform.py	pyro/distributions/relaxed_straight_through.py	1	2	8
pyro/infer/reparam/transform.py	pyro/distributions/score_parts.py	1	2	7
pyro/infer/reparam/transform.py	pyro/distributions/spanning_tree.py	1	2	7
pyro/infer/reparam/transform.py	pyro/distributions/testing/__init__.py	1	2	2
pyro/infer/reparam/transform.py	pyro/distributions/testing/fakes.py	1	2	7
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pyro/infer/reparam/transform.py	pyro/distributions/testing/rejection_exponential.py	1	2	9
pyro/infer/reparam/transform.py	pyro/distributions/testing/rejection_gamma.py	1	2	19
pyro/infer/reparam/transform.py	pyro/distributions/torch.py	1	2	40
pyro/infer/reparam/transform.py	pyro/distributions/torch_distribution.py	1	2	39
pyro/infer/reparam/transform.py	pyro/distributions/torch_patch.py	1	2	27
pyro/infer/reparam/transform.py	pyro/distributions/torch_transform.py	1	2	7
pyro/infer/reparam/transform.py	pyro/distributions/transforms/__init__.py	1	2	30
pyro/infer/reparam/transform.py	pyro/distributions/transforms/affine_autoregressive.py	1	2	11
pyro/infer/reparam/transform.py	pyro/distributions/transforms/affine_coupling.py	1	2	13
pyro/infer/reparam/transform.py	pyro/distributions/transforms/batchnorm.py	1	2	7
pyro/infer/reparam/transform.py	pyro/distributions/transforms/block_autoregressive.py	1	2	12
pyro/infer/reparam/transform.py	pyro/distributions/transforms/cholesky.py	1	2	4
pyro/infer/reparam/transform.py	pyro/distributions/transforms/householder.py	1	2	11
pyro/infer/reparam/transform.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	2	5
pyro/infer/reparam/transform.py	pyro/distributions/transforms/neural_autoregressive.py	1	2	10
pyro/infer/reparam/transform.py	pyro/distributions/transforms/permute.py	1	2	13
pyro/infer/reparam/transform.py	pyro/distributions/transforms/planar.py	1	2	16
pyro/infer/reparam/transform.py	pyro/distributions/transforms/polynomial.py	1	2	9
pyro/infer/reparam/transform.py	pyro/distributions/transforms/radial.py	1	2	15
pyro/infer/reparam/transform.py	pyro/distributions/transforms/sylvester.py	1	2	12
pyro/infer/reparam/transform.py	pyro/distributions/transforms/utils.py	1	2	3
pyro/infer/reparam/transform.py	pyro/distributions/unit.py	1	2	3
pyro/infer/reparam/transform.py	pyro/distributions/util.py	1	2	62
pyro/infer/reparam/transform.py	pyro/distributions/von_mises_3d.py	1	2	4
pyro/infer/reparam/transform.py	pyro/distributions/zero_inflated.py	1	2	8
pyro/infer/reparam/transform.py	pyro/generic.py	1	2	7
pyro/infer/reparam/transform.py	pyro/infer/__init__.py	1	2	44
pyro/infer/reparam/transform.py	pyro/infer/abstract_infer.py	1	2	64
pyro/infer/reparam/transform.py	pyro/infer/autoguide/__init__.py	1	2	6
pyro/infer/reparam/transform.py	pyro/infer/autoguide/guides.py	1	2	18
pyro/infer/reparam/transform.py	pyro/infer/autoguide/initialization.py	1	2	7
pyro/infer/reparam/transform.py	pyro/infer/autoguide/utils.py	1	2	2
pyro/infer/reparam/transform.py	pyro/infer/csis.py	1	2	5
pyro/infer/reparam/transform.py	pyro/infer/discrete.py	1	2	11
pyro/infer/reparam/transform.py	pyro/infer/elbo.py	1	2	27
pyro/infer/reparam/transform.py	pyro/infer/energy_distance.py	1	2	3
pyro/infer/reparam/transform.py	pyro/infer/enum.py	1	2	32
pyro/infer/reparam/transform.py	pyro/infer/importance.py	1	2	33
pyro/infer/reparam/transform.py	pyro/infer/mcmc/__init__.py	1	2	7
pyro/infer/reparam/transform.py	pyro/infer/mcmc/adaptation.py	1	2	11
pyro/infer/reparam/transform.py	pyro/infer/mcmc/api.py	1	2	24
pyro/infer/reparam/transform.py	pyro/infer/mcmc/hmc.py	1	2	77
pyro/infer/reparam/transform.py	pyro/infer/mcmc/logger.py	1	2	12
pyro/infer/reparam/transform.py	pyro/infer/mcmc/mcmc_kernel.py	1	2	5
pyro/infer/reparam/transform.py	pyro/infer/mcmc/nuts.py	1	2	59
pyro/infer/reparam/transform.py	pyro/infer/mcmc/util.py	1	2	35
pyro/infer/reparam/transform.py	pyro/infer/predictive.py	1	2	6
pyro/infer/reparam/transform.py	pyro/infer/renyi_elbo.py	1	2	14
pyro/infer/reparam/unit_jacobian.py	examples/contrib/epidemiology/regional.py	1	1	10
pyro/infer/reparam/unit_jacobian.py	examples/contrib/epidemiology/sir.py	1	1	21
pyro/infer/reparam/unit_jacobian.py	pyro/contrib/epidemiology/compartmental.py	1	1	33
pyro/infer/reparam/unit_jacobian.py	pyro/distributions/transforms/haar.py	1	1	2
pyro/infer/reparam/unit_jacobian.py	pyro/infer/reparam/__init__.py	1	1	10
pyro/infer/reparam/unit_jacobian.py	pyro/infer/reparam/discrete_cosine.py	1	1	4
pyro/infer/reparam/unit_jacobian.py	pyro/infer/reparam/haar.py	1	1	1
pyro/infer/rws.py	examples/air/main.py	1	4	37
pyro/infer/rws.py	examples/air/viz.py	1	4	6
pyro/infer/rws.py	examples/baseball.py	1	4	46
pyro/infer/rws.py	examples/capture_recapture/cjs.py	1	4	9
pyro/infer/rws.py	examples/contrib/autoname/mixture.py	1	4	22
pyro/infer/rws.py	examples/contrib/autoname/scoping_mixture.py	1	4	22
pyro/infer/rws.py	examples/contrib/autoname/tree_data.py	1	4	21
pyro/infer/rws.py	examples/contrib/cevae/synthetic.py	1	4	8
pyro/infer/rws.py	examples/contrib/oed/gp_bayes_opt.py	1	4	9
pyro/infer/rws.py	examples/contrib/timeseries/gp_models.py	1	4	10
pyro/infer/rws.py	examples/dmm/polyphonic_data_loader.py	1	4	16
pyro/infer/rws.py	examples/dmm/util.py	1	4	2
pyro/infer/rws.py	examples/eight_schools/data.py	1	4	3
pyro/infer/rws.py	examples/eight_schools/mcmc.py	1	4	29
pyro/infer/rws.py	examples/eight_schools/svi.py	1	4	22
pyro/infer/rws.py	examples/einsum.py	1	4	3
pyro/infer/rws.py	examples/inclined_plane.py	1	4	35
pyro/infer/rws.py	examples/lda.py	1	4	25
pyro/infer/rws.py	examples/lkj.py	1	4	20
pyro/infer/rws.py	examples/minipyro.py	1	4	26
pyro/infer/rws.py	examples/mixed_hmm/experiment.py	1	4	3
pyro/infer/rws.py	examples/mixed_hmm/model.py	1	4	4
pyro/infer/rws.py	examples/mixed_hmm/seal_data.py	1	4	5
pyro/infer/rws.py	examples/rsa/generics.py	1	4	19
pyro/infer/rws.py	examples/rsa/hyperbole.py	1	4	19
pyro/infer/rws.py	examples/rsa/schelling.py	1	4	19
pyro/infer/rws.py	examples/rsa/schelling_false.py	1	4	19
pyro/infer/rws.py	examples/smcfilter.py	1	4	3
pyro/infer/rws.py	examples/sparse_regression.py	1	4	18
pyro/infer/rws.py	examples/vae/utils/vae_plots.py	1	4	4
pyro/infer/rws.py	profiler/distributions.py	1	4	11
pyro/infer/rws.py	profiler/hmm.py	1	4	3
pyro/infer/rws.py	pyro/__init__.py	1	4	176
pyro/infer/rws.py	pyro/contrib/__init__.py	1	4	17
pyro/infer/rws.py	pyro/contrib/autoguide.py	1	4	3
pyro/infer/rws.py	pyro/contrib/autoname/__init__.py	1	4	5
pyro/infer/rws.py	pyro/contrib/bnn/__init__.py	1	4	3
pyro/infer/rws.py	pyro/contrib/bnn/hidden_layer.py	1	4	3
pyro/infer/rws.py	pyro/contrib/bnn/utils.py	1	4	3
pyro/infer/rws.py	pyro/contrib/cevae/__init__.py	1	4	3
pyro/infer/rws.py	pyro/contrib/easyguide/__init__.py	1	4	3
pyro/infer/rws.py	pyro/contrib/easyguide/easyguide.py	1	4	9
pyro/infer/rws.py	pyro/contrib/examples/bart.py	1	4	6
pyro/infer/rws.py	pyro/contrib/examples/multi_mnist.py	1	4	3
pyro/infer/rws.py	pyro/contrib/examples/util.py	1	4	9
pyro/infer/rws.py	pyro/contrib/gp/__init__.py	1	4	14
pyro/infer/rws.py	pyro/contrib/gp/kernels/__init__.py	1	4	12
pyro/infer/rws.py	pyro/contrib/gp/likelihoods/__init__.py	1	4	8
pyro/infer/rws.py	pyro/contrib/gp/models/__init__.py	1	4	11
pyro/infer/rws.py	pyro/contrib/gp/util.py	1	4	19
pyro/infer/rws.py	pyro/contrib/oed/__init__.py	1	4	6
pyro/infer/rws.py	pyro/contrib/oed/glmm/__init__.py	1	4	2
pyro/infer/rws.py	pyro/contrib/oed/glmm/glmm.py	1	4	2
pyro/infer/rws.py	pyro/contrib/oed/util.py	1	4	8
pyro/infer/rws.py	pyro/contrib/timeseries/__init__.py	1	4	9
pyro/infer/rws.py	pyro/contrib/timeseries/base.py	1	4	5
pyro/infer/rws.py	pyro/contrib/timeseries/gp.py	1	4	12
pyro/infer/rws.py	pyro/contrib/timeseries/lgssm.py	1	4	8
pyro/infer/rws.py	pyro/contrib/timeseries/lgssmgp.py	1	4	7
pyro/infer/rws.py	pyro/contrib/tracking/__init__.py	1	4	3
pyro/infer/rws.py	pyro/contrib/util.py	1	4	6
pyro/infer/rws.py	pyro/distributions/__init__.py	1	4	114
pyro/infer/rws.py	pyro/distributions/constraints.py	1	4	4
pyro/infer/rws.py	pyro/distributions/distribution.py	1	4	44
pyro/infer/rws.py	pyro/distributions/folded.py	1	4	2
pyro/infer/rws.py	pyro/distributions/kl.py	1	4	3
pyro/infer/rws.py	pyro/distributions/rejector.py	1	4	10
pyro/infer/rws.py	pyro/distributions/score_parts.py	1	4	7
pyro/infer/rws.py	pyro/distributions/stable.py	1	4	9
pyro/infer/rws.py	pyro/distributions/testing/__init__.py	1	4	2
pyro/infer/rws.py	pyro/distributions/testing/fakes.py	1	4	7
pyro/infer/rws.py	pyro/distributions/torch_patch.py	1	4	27
pyro/infer/rws.py	pyro/distributions/transforms/__init__.py	1	4	30
pyro/infer/rws.py	pyro/distributions/transforms/cholesky.py	1	4	4
pyro/infer/rws.py	pyro/distributions/transforms/utils.py	1	4	3
pyro/infer/rws.py	pyro/generic.py	1	4	7
pyro/infer/rws.py	pyro/infer/autoguide/__init__.py	1	4	6
pyro/infer/rws.py	pyro/infer/autoguide/guides.py	1	4	18
pyro/infer/rws.py	pyro/infer/autoguide/utils.py	1	4	2
pyro/infer/rws.py	pyro/infer/mcmc/__init__.py	1	4	7
pyro/infer/rws.py	pyro/infer/mcmc/mcmc_kernel.py	1	4	5
pyro/infer/rws.py	pyro/infer/predictive.py	1	4	6
pyro/infer/rws.py	pyro/infer/reparam/__init__.py	1	4	10
pyro/infer/rws.py	pyro/infer/reparam/loc_scale.py	1	4	3
pyro/infer/rws.py	pyro/infer/reparam/neutra.py	1	4	5
pyro/infer/rws.py	pyro/infer/reparam/reparam.py	1	4	3
pyro/infer/rws.py	pyro/infer/reparam/stable.py	1	4	8
pyro/infer/rws.py	pyro/infer/reparam/transform.py	1	4	2
pyro/infer/smcfilter.py	examples/contrib/epidemiology/regional.py	1	5	10
pyro/infer/smcfilter.py	examples/contrib/epidemiology/sir.py	1	5	21
pyro/infer/smcfilter.py	examples/air/air.py	1	5	36
pyro/infer/smcfilter.py	examples/air/main.py	1	5	37
pyro/infer/smcfilter.py	examples/air/modules.py	1	5	6
pyro/infer/smcfilter.py	examples/air/viz.py	1	5	6
pyro/infer/smcfilter.py	examples/baseball.py	1	5	46
pyro/infer/smcfilter.py	examples/capture_recapture/cjs.py	1	5	9
pyro/infer/smcfilter.py	examples/contrib/autoname/mixture.py	1	5	22
pyro/infer/smcfilter.py	examples/contrib/autoname/scoping_mixture.py	1	5	22
pyro/infer/smcfilter.py	examples/contrib/autoname/tree_data.py	1	5	21
pyro/infer/smcfilter.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/infer/smcfilter.py	examples/contrib/gp/sv-dkl.py	1	5	34
pyro/infer/smcfilter.py	examples/contrib/oed/gp_bayes_opt.py	1	5	9
pyro/infer/smcfilter.py	examples/contrib/timeseries/gp_models.py	1	5	10
pyro/infer/smcfilter.py	examples/dmm/dmm.py	1	5	56
pyro/infer/smcfilter.py	examples/dmm/polyphonic_data_loader.py	1	5	16
pyro/infer/smcfilter.py	examples/dmm/util.py	1	5	2
pyro/infer/smcfilter.py	examples/eight_schools/data.py	1	5	3
pyro/infer/smcfilter.py	examples/eight_schools/mcmc.py	1	5	29
pyro/infer/smcfilter.py	examples/eight_schools/svi.py	1	5	22
pyro/infer/smcfilter.py	examples/einsum.py	1	5	3
pyro/infer/smcfilter.py	examples/hmm.py	1	5	45
pyro/infer/smcfilter.py	examples/inclined_plane.py	1	5	35
pyro/infer/smcfilter.py	examples/lda.py	1	5	25
pyro/infer/smcfilter.py	examples/lkj.py	1	5	20
pyro/infer/smcfilter.py	examples/minipyro.py	1	5	26
pyro/infer/smcfilter.py	examples/mixed_hmm/experiment.py	1	5	3
pyro/infer/smcfilter.py	examples/mixed_hmm/model.py	1	5	4
pyro/infer/smcfilter.py	examples/mixed_hmm/seal_data.py	1	5	5
pyro/infer/smcfilter.py	examples/rsa/generics.py	1	5	19
pyro/infer/smcfilter.py	examples/rsa/hyperbole.py	1	5	19
pyro/infer/smcfilter.py	examples/rsa/schelling.py	1	5	19
pyro/infer/smcfilter.py	examples/rsa/schelling_false.py	1	5	19
pyro/infer/smcfilter.py	examples/rsa/search_inference.py	1	5	9
pyro/infer/smcfilter.py	examples/rsa/semantic_parsing.py	1	5	20
pyro/infer/smcfilter.py	examples/sparse_gamma_def.py	1	5	28
pyro/infer/smcfilter.py	examples/sparse_regression.py	1	5	18
pyro/infer/smcfilter.py	examples/vae/ss_vae_M2.py	1	5	34
pyro/infer/smcfilter.py	examples/vae/utils/custom_mlp.py	1	5	6
pyro/infer/smcfilter.py	examples/vae/utils/mnist_cached.py	1	5	9
pyro/infer/smcfilter.py	examples/vae/utils/vae_plots.py	1	5	4
pyro/infer/smcfilter.py	examples/vae/vae.py	1	5	29
pyro/infer/smcfilter.py	examples/vae/vae_comparison.py	1	5	29
pyro/infer/smcfilter.py	profiler/distributions.py	1	5	11
pyro/infer/smcfilter.py	profiler/hmm.py	1	5	3
pyro/infer/smcfilter.py	profiler/profiling_utils.py	1	5	5
pyro/infer/smcfilter.py	pyro/__init__.py	1	5	176
pyro/infer/smcfilter.py	pyro/contrib/__init__.py	1	5	17
pyro/infer/smcfilter.py	pyro/contrib/autoguide.py	1	5	3
pyro/infer/smcfilter.py	pyro/contrib/autoname/__init__.py	1	5	5
pyro/infer/smcfilter.py	pyro/contrib/autoname/named.py	1	5	5
pyro/infer/smcfilter.py	pyro/contrib/autoname/scoping.py	1	5	6
pyro/infer/smcfilter.py	pyro/contrib/bnn/__init__.py	1	5	3
pyro/infer/smcfilter.py	pyro/contrib/bnn/hidden_layer.py	1	5	3
pyro/infer/smcfilter.py	pyro/contrib/bnn/utils.py	1	5	3
pyro/infer/smcfilter.py	pyro/contrib/cevae/__init__.py	1	5	3
pyro/infer/smcfilter.py	pyro/contrib/conjugate/infer.py	1	5	4
pyro/infer/smcfilter.py	pyro/contrib/easyguide/__init__.py	1	5	3
pyro/infer/smcfilter.py	pyro/contrib/easyguide/easyguide.py	1	5	9
pyro/infer/smcfilter.py	pyro/contrib/examples/bart.py	1	5	6
pyro/infer/smcfilter.py	pyro/contrib/examples/multi_mnist.py	1	5	3
pyro/infer/smcfilter.py	pyro/contrib/examples/util.py	1	5	9
pyro/infer/smcfilter.py	pyro/contrib/gp/__init__.py	1	5	14
pyro/infer/smcfilter.py	pyro/contrib/gp/kernels/__init__.py	1	5	12
pyro/infer/smcfilter.py	pyro/contrib/gp/kernels/brownian.py	1	5	12
pyro/infer/smcfilter.py	pyro/contrib/gp/kernels/coregionalize.py	1	5	9
pyro/infer/smcfilter.py	pyro/contrib/gp/kernels/dot_product.py	1	5	13
pyro/infer/smcfilter.py	pyro/contrib/gp/kernels/isotropic.py	1	5	14
pyro/infer/smcfilter.py	pyro/contrib/gp/kernels/kernel.py	1	5	22
pyro/infer/smcfilter.py	pyro/contrib/gp/kernels/periodic.py	1	5	12
pyro/infer/smcfilter.py	pyro/contrib/gp/kernels/static.py	1	5	13
pyro/infer/smcfilter.py	pyro/contrib/gp/likelihoods/__init__.py	1	5	8
pyro/infer/smcfilter.py	pyro/contrib/gp/likelihoods/binary.py	1	5	17
pyro/infer/smcfilter.py	pyro/contrib/gp/likelihoods/gaussian.py	1	5	18
pyro/infer/smcfilter.py	pyro/contrib/gp/likelihoods/likelihood.py	1	5	12
pyro/infer/smcfilter.py	pyro/contrib/gp/likelihoods/multi_class.py	1	5	15
pyro/infer/smcfilter.py	pyro/contrib/gp/likelihoods/poisson.py	1	5	11
pyro/infer/smcfilter.py	pyro/contrib/gp/models/__init__.py	1	5	11
pyro/infer/smcfilter.py	pyro/contrib/gp/models/gplvm.py	1	5	12
pyro/infer/smcfilter.py	pyro/contrib/gp/models/gpr.py	1	5	27
pyro/infer/smcfilter.py	pyro/contrib/gp/models/model.py	1	5	24
pyro/infer/smcfilter.py	pyro/contrib/gp/models/sgpr.py	1	5	32
pyro/infer/smcfilter.py	pyro/contrib/gp/models/vgp.py	1	5	21
pyro/infer/smcfilter.py	pyro/contrib/gp/models/vsgp.py	1	5	11
pyro/infer/smcfilter.py	pyro/contrib/gp/parameterized.py	1	5	8
pyro/infer/smcfilter.py	pyro/contrib/gp/util.py	1	5	19
pyro/infer/smcfilter.py	pyro/contrib/minipyro.py	1	5	17
pyro/infer/smcfilter.py	pyro/contrib/oed/__init__.py	1	5	6
pyro/infer/smcfilter.py	pyro/contrib/oed/eig.py	1	5	17
pyro/infer/smcfilter.py	pyro/contrib/oed/glmm/__init__.py	1	5	2
pyro/infer/smcfilter.py	pyro/contrib/oed/glmm/glmm.py	1	5	2
pyro/infer/smcfilter.py	pyro/contrib/oed/glmm/guides.py	1	5	3
pyro/infer/smcfilter.py	pyro/contrib/oed/search.py	1	5	4
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pyro/infer/smcfilter.py	pyro/contrib/timeseries/__init__.py	1	5	9
pyro/infer/smcfilter.py	pyro/contrib/timeseries/base.py	1	5	5
pyro/infer/smcfilter.py	pyro/contrib/timeseries/gp.py	1	5	12
pyro/infer/smcfilter.py	pyro/contrib/timeseries/lgssm.py	1	5	8
pyro/infer/smcfilter.py	pyro/contrib/timeseries/lgssmgp.py	1	5	7
pyro/infer/smcfilter.py	pyro/contrib/tracking/__init__.py	1	5	3
pyro/infer/smcfilter.py	pyro/contrib/tracking/assignment.py	1	5	9
pyro/infer/smcfilter.py	pyro/contrib/tracking/distributions.py	1	5	6
pyro/infer/smcfilter.py	pyro/contrib/tracking/dynamic_models.py	1	5	7
pyro/infer/smcfilter.py	pyro/contrib/tracking/extended_kalman_filter.py	1	5	8
pyro/infer/smcfilter.py	pyro/contrib/tracking/hashing.py	1	5	8
pyro/infer/smcfilter.py	pyro/contrib/tracking/measurements.py	1	5	5
pyro/infer/smcfilter.py	pyro/contrib/util.py	1	5	6
pyro/infer/smcfilter.py	pyro/distributions/__init__.py	1	5	114
pyro/infer/smcfilter.py	pyro/distributions/avf_mvn.py	1	5	6
pyro/infer/smcfilter.py	pyro/distributions/conditional.py	1	5	5
pyro/infer/smcfilter.py	pyro/distributions/conjugate.py	1	5	13
pyro/infer/smcfilter.py	pyro/distributions/constraints.py	1	5	4
pyro/infer/smcfilter.py	pyro/distributions/delta.py	1	5	44
pyro/infer/smcfilter.py	pyro/distributions/diag_normal_mixture.py	1	5	8
pyro/infer/smcfilter.py	pyro/distributions/diag_normal_mixture_shared_cov.py	1	5	9
pyro/infer/smcfilter.py	pyro/distributions/distribution.py	1	5	44
pyro/infer/smcfilter.py	pyro/distributions/empirical.py	1	5	13
pyro/infer/smcfilter.py	pyro/distributions/folded.py	1	5	2
pyro/infer/smcfilter.py	pyro/distributions/gaussian_scale_mixture.py	1	5	9
pyro/infer/smcfilter.py	pyro/distributions/hmm.py	1	5	30
pyro/infer/smcfilter.py	pyro/distributions/inverse_gamma.py	1	5	6
pyro/infer/smcfilter.py	pyro/distributions/kl.py	1	5	3
pyro/infer/smcfilter.py	pyro/distributions/lkj.py	1	5	10
pyro/infer/smcfilter.py	pyro/distributions/mixture.py	1	5	8
pyro/infer/smcfilter.py	pyro/distributions/multivariate_studentt.py	1	5	5
pyro/infer/smcfilter.py	pyro/distributions/omt_mvn.py	1	5	18
pyro/infer/smcfilter.py	pyro/distributions/rejector.py	1	5	10
pyro/infer/smcfilter.py	pyro/distributions/relaxed_straight_through.py	1	5	8
pyro/infer/smcfilter.py	pyro/distributions/score_parts.py	1	5	7
pyro/infer/smcfilter.py	pyro/distributions/spanning_tree.py	1	5	7
pyro/infer/smcfilter.py	pyro/distributions/stable.py	1	5	9
pyro/infer/smcfilter.py	pyro/distributions/testing/__init__.py	1	5	2
pyro/infer/smcfilter.py	pyro/distributions/testing/fakes.py	1	5	7
pyro/infer/smcfilter.py	pyro/distributions/testing/naive_dirichlet.py	1	5	7
pyro/infer/smcfilter.py	pyro/distributions/testing/rejection_exponential.py	1	5	9
pyro/infer/smcfilter.py	pyro/distributions/testing/rejection_gamma.py	1	5	19
pyro/infer/smcfilter.py	pyro/distributions/torch.py	1	5	40
pyro/infer/smcfilter.py	pyro/distributions/torch_distribution.py	1	5	39
pyro/infer/smcfilter.py	pyro/distributions/torch_patch.py	1	5	27
pyro/infer/smcfilter.py	pyro/distributions/torch_transform.py	1	5	7
pyro/infer/smcfilter.py	pyro/distributions/transforms/__init__.py	1	5	30
pyro/infer/smcfilter.py	pyro/distributions/transforms/affine_autoregressive.py	1	5	11
pyro/infer/smcfilter.py	pyro/distributions/transforms/affine_coupling.py	1	5	13
pyro/infer/smcfilter.py	pyro/distributions/transforms/batchnorm.py	1	5	7
pyro/infer/smcfilter.py	pyro/distributions/transforms/block_autoregressive.py	1	5	12
pyro/infer/smcfilter.py	pyro/distributions/transforms/cholesky.py	1	5	4
pyro/infer/smcfilter.py	pyro/distributions/transforms/householder.py	1	5	11
pyro/infer/smcfilter.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	5	5
pyro/infer/smcfilter.py	pyro/distributions/transforms/neural_autoregressive.py	1	5	10
pyro/infer/smcfilter.py	pyro/distributions/transforms/permute.py	1	5	13
pyro/infer/smcfilter.py	pyro/distributions/transforms/planar.py	1	5	16
pyro/infer/smcfilter.py	pyro/distributions/transforms/polynomial.py	1	5	9
pyro/infer/smcfilter.py	pyro/distributions/transforms/radial.py	1	5	15
pyro/infer/smcfilter.py	pyro/distributions/transforms/sylvester.py	1	5	12
pyro/infer/smcfilter.py	pyro/distributions/transforms/utils.py	1	5	3
pyro/infer/smcfilter.py	pyro/distributions/unit.py	1	5	3
pyro/infer/smcfilter.py	pyro/distributions/util.py	1	5	62
pyro/infer/smcfilter.py	pyro/distributions/von_mises_3d.py	1	5	4
pyro/infer/smcfilter.py	pyro/distributions/zero_inflated.py	1	5	8
pyro/infer/smcfilter.py	pyro/generic.py	1	5	7
pyro/infer/smcfilter.py	pyro/infer/abstract_infer.py	1	5	64
pyro/infer/smcfilter.py	pyro/infer/autoguide/__init__.py	1	5	6
pyro/infer/smcfilter.py	pyro/infer/autoguide/guides.py	1	5	18
pyro/infer/smcfilter.py	pyro/infer/autoguide/initialization.py	1	5	7
pyro/infer/smcfilter.py	pyro/infer/autoguide/utils.py	1	5	2
pyro/infer/smcfilter.py	pyro/infer/csis.py	1	5	5
pyro/infer/smcfilter.py	pyro/infer/discrete.py	1	5	11
pyro/infer/smcfilter.py	pyro/infer/elbo.py	1	5	27
pyro/infer/smcfilter.py	pyro/infer/energy_distance.py	1	5	3
pyro/infer/smcfilter.py	pyro/infer/enum.py	1	5	32
pyro/infer/smcfilter.py	pyro/infer/importance.py	1	5	33
pyro/infer/smcfilter.py	pyro/infer/mcmc/__init__.py	1	5	7
pyro/infer/smcfilter.py	pyro/infer/mcmc/adaptation.py	1	5	11
pyro/infer/smcfilter.py	pyro/infer/mcmc/api.py	1	5	24
pyro/infer/smcfilter.py	pyro/infer/mcmc/hmc.py	1	5	77
pyro/infer/smcfilter.py	pyro/infer/mcmc/logger.py	1	5	12
pyro/infer/smcfilter.py	pyro/infer/mcmc/mcmc_kernel.py	1	5	5
pyro/infer/smcfilter.py	pyro/infer/mcmc/nuts.py	1	5	59
pyro/infer/smcfilter.py	pyro/infer/mcmc/util.py	1	5	35
pyro/infer/smcfilter.py	pyro/infer/predictive.py	1	5	6
pyro/infer/smcfilter.py	pyro/infer/renyi_elbo.py	1	5	14
pyro/infer/smcfilter.py	pyro/infer/reparam/__init__.py	1	5	10
pyro/infer/smcfilter.py	pyro/infer/reparam/loc_scale.py	1	5	3
pyro/infer/smcfilter.py	pyro/infer/reparam/neutra.py	1	5	5
pyro/infer/smcfilter.py	pyro/infer/reparam/reparam.py	1	5	3
pyro/infer/smcfilter.py	pyro/infer/reparam/stable.py	1	5	8
pyro/infer/smcfilter.py	pyro/infer/reparam/transform.py	1	5	2
pyro/infer/smcfilter.py	pyro/infer/rws.py	1	5	4
pyro/infer/svgd.py	examples/air/main.py	1	7	37
pyro/infer/svgd.py	examples/air/viz.py	1	7	6
pyro/infer/svgd.py	examples/baseball.py	1	7	46
pyro/infer/svgd.py	examples/capture_recapture/cjs.py	1	7	9
pyro/infer/svgd.py	examples/contrib/autoname/mixture.py	1	7	22
pyro/infer/svgd.py	examples/contrib/autoname/scoping_mixture.py	1	7	22
pyro/infer/svgd.py	examples/contrib/autoname/tree_data.py	1	7	21
pyro/infer/svgd.py	examples/contrib/cevae/synthetic.py	1	7	8
pyro/infer/svgd.py	examples/contrib/oed/gp_bayes_opt.py	1	7	9
pyro/infer/svgd.py	examples/contrib/timeseries/gp_models.py	1	7	10
pyro/infer/svgd.py	examples/dmm/polyphonic_data_loader.py	1	7	16
pyro/infer/svgd.py	examples/dmm/util.py	1	7	2
pyro/infer/svgd.py	examples/eight_schools/data.py	1	7	3
pyro/infer/svgd.py	examples/eight_schools/mcmc.py	1	7	29
pyro/infer/svgd.py	examples/eight_schools/svi.py	1	7	22
pyro/infer/svgd.py	examples/einsum.py	1	7	3
pyro/infer/svgd.py	examples/inclined_plane.py	1	7	35
pyro/infer/svgd.py	examples/lda.py	1	7	25
pyro/infer/svgd.py	examples/lkj.py	1	7	20
pyro/infer/svgd.py	examples/minipyro.py	1	7	26
pyro/infer/svgd.py	examples/mixed_hmm/experiment.py	1	7	3
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pyro/infer/svgd.py	examples/mixed_hmm/seal_data.py	1	7	5
pyro/infer/svgd.py	examples/rsa/generics.py	1	7	19
pyro/infer/svgd.py	examples/rsa/hyperbole.py	1	7	19
pyro/infer/svgd.py	examples/rsa/schelling.py	1	7	19
pyro/infer/svgd.py	examples/rsa/schelling_false.py	1	7	19
pyro/infer/svgd.py	examples/smcfilter.py	1	7	3
pyro/infer/svgd.py	examples/sparse_regression.py	1	7	18
pyro/infer/svgd.py	examples/vae/utils/vae_plots.py	1	7	4
pyro/infer/svgd.py	profiler/distributions.py	1	7	11
pyro/infer/svgd.py	profiler/hmm.py	1	7	3
pyro/infer/svgd.py	pyro/__init__.py	1	7	176
pyro/infer/svgd.py	pyro/contrib/__init__.py	1	7	17
pyro/infer/svgd.py	pyro/contrib/autoguide.py	1	7	3
pyro/infer/svgd.py	pyro/contrib/autoname/__init__.py	1	7	5
pyro/infer/svgd.py	pyro/contrib/bnn/__init__.py	1	7	3
pyro/infer/svgd.py	pyro/contrib/bnn/hidden_layer.py	1	7	3
pyro/infer/svgd.py	pyro/contrib/bnn/utils.py	1	7	3
pyro/infer/svgd.py	pyro/contrib/cevae/__init__.py	1	7	3
pyro/infer/svgd.py	pyro/contrib/easyguide/__init__.py	1	7	3
pyro/infer/svgd.py	pyro/contrib/easyguide/easyguide.py	1	7	9
pyro/infer/svgd.py	pyro/contrib/examples/bart.py	1	7	6
pyro/infer/svgd.py	pyro/contrib/examples/multi_mnist.py	1	7	3
pyro/infer/svgd.py	pyro/contrib/examples/util.py	1	7	9
pyro/infer/svgd.py	pyro/contrib/gp/__init__.py	1	7	14
pyro/infer/svgd.py	pyro/contrib/gp/kernels/__init__.py	1	7	12
pyro/infer/svgd.py	pyro/contrib/gp/likelihoods/__init__.py	1	7	8
pyro/infer/svgd.py	pyro/contrib/gp/models/__init__.py	1	7	11
pyro/infer/svgd.py	pyro/contrib/gp/util.py	1	7	19
pyro/infer/svgd.py	pyro/contrib/oed/__init__.py	1	7	6
pyro/infer/svgd.py	pyro/contrib/oed/glmm/__init__.py	1	7	2
pyro/infer/svgd.py	pyro/contrib/oed/glmm/glmm.py	1	7	2
pyro/infer/svgd.py	pyro/contrib/oed/util.py	1	7	8
pyro/infer/svgd.py	pyro/contrib/timeseries/__init__.py	1	7	9
pyro/infer/svgd.py	pyro/contrib/timeseries/base.py	1	7	5
pyro/infer/svgd.py	pyro/contrib/timeseries/gp.py	1	7	12
pyro/infer/svgd.py	pyro/contrib/timeseries/lgssm.py	1	7	8
pyro/infer/svgd.py	pyro/contrib/timeseries/lgssmgp.py	1	7	7
pyro/infer/svgd.py	pyro/contrib/tracking/__init__.py	1	7	3
pyro/infer/svgd.py	pyro/contrib/util.py	1	7	6
pyro/infer/svgd.py	pyro/distributions/__init__.py	1	7	114
pyro/infer/svgd.py	pyro/distributions/constraints.py	1	7	4
pyro/infer/svgd.py	pyro/distributions/distribution.py	1	7	44
pyro/infer/svgd.py	pyro/distributions/folded.py	1	7	2
pyro/infer/svgd.py	pyro/distributions/kl.py	1	7	3
pyro/infer/svgd.py	pyro/distributions/rejector.py	1	7	10
pyro/infer/svgd.py	pyro/distributions/score_parts.py	1	7	7
pyro/infer/svgd.py	pyro/distributions/stable.py	1	7	9
pyro/infer/svgd.py	pyro/distributions/testing/__init__.py	1	7	2
pyro/infer/svgd.py	pyro/distributions/testing/fakes.py	1	7	7
pyro/infer/svgd.py	pyro/distributions/torch_patch.py	1	7	27
pyro/infer/svgd.py	pyro/distributions/transforms/__init__.py	1	7	30
pyro/infer/svgd.py	pyro/distributions/transforms/cholesky.py	1	7	4
pyro/infer/svgd.py	pyro/distributions/transforms/utils.py	1	7	3
pyro/infer/svgd.py	pyro/generic.py	1	7	7
pyro/infer/svgd.py	pyro/infer/autoguide/__init__.py	1	7	6
pyro/infer/svgd.py	pyro/infer/autoguide/utils.py	1	7	2
pyro/infer/svgd.py	pyro/infer/elbo.py	1	7	27
pyro/infer/svgd.py	pyro/infer/energy_distance.py	1	7	3
pyro/infer/svgd.py	pyro/infer/enum.py	1	7	32
pyro/infer/svgd.py	pyro/infer/mcmc/__init__.py	1	7	7
pyro/infer/svgd.py	pyro/infer/mcmc/mcmc_kernel.py	1	7	5
pyro/infer/svgd.py	pyro/infer/predictive.py	1	7	6
pyro/infer/svgd.py	pyro/infer/reparam/__init__.py	1	7	10
pyro/infer/svgd.py	pyro/infer/reparam/loc_scale.py	1	7	3
pyro/infer/svgd.py	pyro/infer/reparam/neutra.py	1	7	5
pyro/infer/svgd.py	pyro/infer/reparam/reparam.py	1	7	3
pyro/infer/svgd.py	pyro/infer/reparam/stable.py	1	7	8
pyro/infer/svgd.py	pyro/infer/reparam/transform.py	1	7	2
pyro/infer/svgd.py	pyro/infer/smcfilter.py	1	7	5
pyro/infer/svi.py	pyro/contrib/forecast/forecaster.py	1	28	14
pyro/infer/svi.py	examples/contrib/cevae/synthetic.py	1	28	8
pyro/infer/svi.py	examples/contrib/timeseries/gp_models.py	1	28	10
pyro/infer/svi.py	examples/dmm/polyphonic_data_loader.py	1	28	16
pyro/infer/svi.py	examples/dmm/util.py	1	28	2
pyro/infer/svi.py	examples/smcfilter.py	1	28	3
pyro/infer/svi.py	examples/vae/utils/vae_plots.py	1	28	4
pyro/infer/svi.py	profiler/hmm.py	1	28	3
pyro/infer/svi.py	pyro/contrib/autoguide.py	1	28	3
pyro/infer/svi.py	pyro/contrib/cevae/__init__.py	1	28	3
pyro/infer/svi.py	pyro/contrib/examples/bart.py	1	28	6
pyro/infer/svi.py	pyro/contrib/examples/multi_mnist.py	1	28	3
pyro/infer/svi.py	pyro/contrib/oed/__init__.py	1	28	6
pyro/infer/svi.py	pyro/contrib/oed/glmm/__init__.py	1	28	2
pyro/infer/svi.py	pyro/contrib/oed/glmm/glmm.py	1	28	2
pyro/infer/svi.py	pyro/contrib/timeseries/__init__.py	1	28	9
pyro/infer/svi.py	pyro/contrib/timeseries/base.py	1	28	5
pyro/infer/svi.py	pyro/contrib/timeseries/gp.py	1	28	12
pyro/infer/svi.py	pyro/contrib/timeseries/lgssm.py	1	28	8
pyro/infer/svi.py	pyro/contrib/timeseries/lgssmgp.py	1	28	7
pyro/infer/svi.py	pyro/distributions/constraints.py	1	28	4
pyro/infer/svi.py	pyro/distributions/folded.py	1	28	2
pyro/infer/svi.py	pyro/distributions/kl.py	1	28	3
pyro/infer/svi.py	pyro/distributions/testing/__init__.py	1	28	2
pyro/infer/svi.py	pyro/distributions/transforms/__init__.py	1	28	30
pyro/infer/svi.py	pyro/distributions/transforms/cholesky.py	1	28	4
pyro/infer/svi.py	pyro/infer/autoguide/__init__.py	1	28	6
pyro/infer/svi.py	pyro/infer/autoguide/guides.py	1	28	18
pyro/infer/svi.py	pyro/infer/autoguide/utils.py	1	28	2
pyro/infer/svi.py	pyro/infer/mcmc/__init__.py	1	28	7
pyro/infer/svi.py	pyro/infer/reparam/__init__.py	1	28	10
pyro/infer/svi.py	pyro/infer/reparam/loc_scale.py	1	28	3
pyro/infer/svi.py	pyro/infer/reparam/neutra.py	1	28	5
pyro/infer/svi.py	pyro/infer/reparam/reparam.py	1	28	3
pyro/infer/svi.py	pyro/infer/reparam/stable.py	1	28	8
pyro/infer/svi.py	pyro/infer/reparam/transform.py	1	28	2
pyro/infer/svi.py	pyro/infer/smcfilter.py	1	28	5
pyro/infer/trace_elbo.py	examples/air/modules.py	1	59	6
pyro/infer/trace_elbo.py	examples/air/viz.py	1	59	6
pyro/infer/trace_elbo.py	examples/contrib/cevae/synthetic.py	1	59	8
pyro/infer/trace_elbo.py	examples/contrib/oed/gp_bayes_opt.py	1	59	9
pyro/infer/trace_elbo.py	examples/contrib/timeseries/gp_models.py	1	59	10
pyro/infer/trace_elbo.py	examples/dmm/util.py	1	59	2
pyro/infer/trace_elbo.py	examples/rsa/generics.py	1	59	19
pyro/infer/trace_elbo.py	examples/rsa/hyperbole.py	1	59	19
pyro/infer/trace_elbo.py	examples/rsa/semantic_parsing.py	1	59	20
pyro/infer/trace_elbo.py	examples/smcfilter.py	1	59	3
pyro/infer/trace_elbo.py	examples/sparse_regression.py	1	59	18
pyro/infer/trace_elbo.py	examples/vae/utils/custom_mlp.py	1	59	6
pyro/infer/trace_elbo.py	examples/vae/utils/vae_plots.py	1	59	4
pyro/infer/trace_elbo.py	profiler/hmm.py	1	59	3
pyro/infer/trace_elbo.py	pyro/contrib/autoguide.py	1	59	3
pyro/infer/trace_elbo.py	pyro/contrib/autoname/scoping.py	1	59	6
pyro/infer/trace_elbo.py	pyro/contrib/cevae/__init__.py	1	59	3
pyro/infer/trace_elbo.py	pyro/contrib/conjugate/infer.py	1	59	4
pyro/infer/trace_elbo.py	pyro/contrib/examples/bart.py	1	59	6
pyro/infer/trace_elbo.py	pyro/contrib/examples/multi_mnist.py	1	59	3
pyro/infer/trace_elbo.py	pyro/contrib/oed/__init__.py	1	59	6
pyro/infer/trace_elbo.py	pyro/contrib/oed/glmm/__init__.py	1	59	2
pyro/infer/trace_elbo.py	pyro/contrib/oed/glmm/glmm.py	1	59	2
pyro/infer/trace_elbo.py	pyro/contrib/oed/glmm/guides.py	1	59	3
pyro/infer/trace_elbo.py	pyro/contrib/oed/search.py	1	59	4
pyro/infer/trace_elbo.py	pyro/contrib/timeseries/__init__.py	1	59	9
pyro/infer/trace_elbo.py	pyro/contrib/timeseries/base.py	1	59	5
pyro/infer/trace_elbo.py	pyro/contrib/timeseries/gp.py	1	59	12
pyro/infer/trace_elbo.py	pyro/contrib/timeseries/lgssm.py	1	59	8
pyro/infer/trace_elbo.py	pyro/contrib/timeseries/lgssmgp.py	1	59	7
pyro/infer/trace_elbo.py	pyro/contrib/tracking/dynamic_models.py	1	59	7
pyro/infer/trace_elbo.py	pyro/contrib/tracking/extended_kalman_filter.py	1	59	8
pyro/infer/trace_elbo.py	pyro/contrib/tracking/measurements.py	1	59	5
pyro/infer/trace_elbo.py	pyro/distributions/conditional.py	1	59	5
pyro/infer/trace_elbo.py	pyro/distributions/constraints.py	1	59	4
pyro/infer/trace_elbo.py	pyro/distributions/folded.py	1	59	2
pyro/infer/trace_elbo.py	pyro/distributions/kl.py	1	59	3
pyro/infer/trace_elbo.py	pyro/distributions/multivariate_studentt.py	1	59	5
pyro/infer/trace_elbo.py	pyro/distributions/stable.py	1	59	9
pyro/infer/trace_elbo.py	pyro/distributions/testing/__init__.py	1	59	2
pyro/infer/trace_elbo.py	pyro/distributions/transforms/__init__.py	1	59	30
pyro/infer/trace_elbo.py	pyro/distributions/transforms/affine_autoregressive.py	1	59	11
pyro/infer/trace_elbo.py	pyro/distributions/transforms/batchnorm.py	1	59	7
pyro/infer/trace_elbo.py	pyro/distributions/transforms/cholesky.py	1	59	4
pyro/infer/trace_elbo.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	59	5
pyro/infer/trace_elbo.py	pyro/distributions/transforms/neural_autoregressive.py	1	59	10
pyro/infer/trace_elbo.py	pyro/distributions/unit.py	1	59	3
pyro/infer/trace_elbo.py	pyro/distributions/zero_inflated.py	1	59	8
pyro/infer/trace_elbo.py	pyro/infer/autoguide/__init__.py	1	59	6
pyro/infer/trace_elbo.py	pyro/infer/autoguide/guides.py	1	59	18
pyro/infer/trace_elbo.py	pyro/infer/autoguide/initialization.py	1	59	7
pyro/infer/trace_elbo.py	pyro/infer/autoguide/utils.py	1	59	2
pyro/infer/trace_elbo.py	pyro/infer/mcmc/__init__.py	1	59	7
pyro/infer/trace_elbo.py	pyro/infer/mcmc/adaptation.py	1	59	11
pyro/infer/trace_elbo.py	pyro/infer/mcmc/logger.py	1	59	12
pyro/infer/trace_elbo.py	pyro/infer/predictive.py	1	59	6
pyro/infer/trace_elbo.py	pyro/infer/reparam/__init__.py	1	59	10
pyro/infer/trace_elbo.py	pyro/infer/reparam/loc_scale.py	1	59	3
pyro/infer/trace_elbo.py	pyro/infer/reparam/neutra.py	1	59	5
pyro/infer/trace_elbo.py	pyro/infer/reparam/reparam.py	1	59	3
pyro/infer/trace_elbo.py	pyro/infer/reparam/stable.py	1	59	8
pyro/infer/trace_elbo.py	pyro/infer/reparam/transform.py	1	59	2
pyro/infer/trace_elbo.py	pyro/infer/smcfilter.py	1	59	5
pyro/infer/trace_elbo.py	pyro/infer/svgd.py	1	59	7
pyro/infer/trace_mean_field_elbo.py	examples/air/viz.py	1	10	6
pyro/infer/trace_mean_field_elbo.py	examples/contrib/cevae/synthetic.py	1	10	8
pyro/infer/trace_mean_field_elbo.py	examples/contrib/oed/gp_bayes_opt.py	1	10	9
pyro/infer/trace_mean_field_elbo.py	examples/contrib/timeseries/gp_models.py	1	10	10
pyro/infer/trace_mean_field_elbo.py	examples/dmm/polyphonic_data_loader.py	1	10	16
pyro/infer/trace_mean_field_elbo.py	examples/dmm/util.py	1	10	2
pyro/infer/trace_mean_field_elbo.py	examples/rsa/generics.py	1	10	19
pyro/infer/trace_mean_field_elbo.py	examples/rsa/hyperbole.py	1	10	19
pyro/infer/trace_mean_field_elbo.py	examples/smcfilter.py	1	10	3
pyro/infer/trace_mean_field_elbo.py	examples/sparse_regression.py	1	10	18
pyro/infer/trace_mean_field_elbo.py	examples/vae/utils/vae_plots.py	1	10	4
pyro/infer/trace_mean_field_elbo.py	profiler/hmm.py	1	10	3
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/autoguide.py	1	10	3
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/cevae/__init__.py	1	10	3
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/examples/bart.py	1	10	6
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/examples/multi_mnist.py	1	10	3
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/oed/__init__.py	1	10	6
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/oed/glmm/__init__.py	1	10	2
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/oed/glmm/glmm.py	1	10	2
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/timeseries/__init__.py	1	10	9
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/timeseries/base.py	1	10	5
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/timeseries/gp.py	1	10	12
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/timeseries/lgssm.py	1	10	8
pyro/infer/trace_mean_field_elbo.py	pyro/contrib/timeseries/lgssmgp.py	1	10	7
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/constraints.py	1	10	4
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/folded.py	1	10	2
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/kl.py	1	10	3
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/stable.py	1	10	9
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/testing/__init__.py	1	10	2
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/transforms/__init__.py	1	10	30
pyro/infer/trace_mean_field_elbo.py	pyro/distributions/transforms/cholesky.py	1	10	4
pyro/infer/trace_mean_field_elbo.py	pyro/infer/autoguide/__init__.py	1	10	6
pyro/infer/trace_mean_field_elbo.py	pyro/infer/autoguide/guides.py	1	10	18
pyro/infer/trace_mean_field_elbo.py	pyro/infer/autoguide/utils.py	1	10	2
pyro/infer/trace_mean_field_elbo.py	pyro/infer/mcmc/__init__.py	1	10	7
pyro/infer/trace_mean_field_elbo.py	pyro/infer/predictive.py	1	10	6
pyro/infer/trace_mean_field_elbo.py	pyro/infer/reparam/__init__.py	1	10	10
pyro/infer/trace_mean_field_elbo.py	pyro/infer/reparam/loc_scale.py	1	10	3
pyro/infer/trace_mean_field_elbo.py	pyro/infer/reparam/neutra.py	1	10	5
pyro/infer/trace_mean_field_elbo.py	pyro/infer/reparam/reparam.py	1	10	3
pyro/infer/trace_mean_field_elbo.py	pyro/infer/reparam/stable.py	1	10	8
pyro/infer/trace_mean_field_elbo.py	pyro/infer/reparam/transform.py	1	10	2
pyro/infer/trace_mean_field_elbo.py	pyro/infer/smcfilter.py	1	10	5
pyro/infer/trace_mmd.py	examples/air/viz.py	1	6	6
pyro/infer/trace_mmd.py	examples/contrib/cevae/synthetic.py	1	6	8
pyro/infer/trace_mmd.py	examples/contrib/oed/gp_bayes_opt.py	1	6	9
pyro/infer/trace_mmd.py	examples/contrib/timeseries/gp_models.py	1	6	10
pyro/infer/trace_mmd.py	examples/dmm/polyphonic_data_loader.py	1	6	16
pyro/infer/trace_mmd.py	examples/dmm/util.py	1	6	2
pyro/infer/trace_mmd.py	examples/rsa/generics.py	1	6	19
pyro/infer/trace_mmd.py	examples/rsa/hyperbole.py	1	6	19
pyro/infer/trace_mmd.py	examples/smcfilter.py	1	6	3
pyro/infer/trace_mmd.py	examples/sparse_regression.py	1	6	18
pyro/infer/trace_mmd.py	examples/vae/utils/vae_plots.py	1	6	4
pyro/infer/trace_mmd.py	profiler/hmm.py	1	6	3
pyro/infer/trace_mmd.py	pyro/contrib/autoguide.py	1	6	3
pyro/infer/trace_mmd.py	pyro/contrib/cevae/__init__.py	1	6	3
pyro/infer/trace_mmd.py	pyro/contrib/examples/bart.py	1	6	6
pyro/infer/trace_mmd.py	pyro/contrib/examples/multi_mnist.py	1	6	3
pyro/infer/trace_mmd.py	pyro/contrib/oed/__init__.py	1	6	6
pyro/infer/trace_mmd.py	pyro/contrib/oed/glmm/__init__.py	1	6	2
pyro/infer/trace_mmd.py	pyro/contrib/oed/glmm/glmm.py	1	6	2
pyro/infer/trace_mmd.py	pyro/contrib/timeseries/__init__.py	1	6	9
pyro/infer/trace_mmd.py	pyro/contrib/timeseries/base.py	1	6	5
pyro/infer/trace_mmd.py	pyro/contrib/timeseries/gp.py	1	6	12
pyro/infer/trace_mmd.py	pyro/contrib/timeseries/lgssm.py	1	6	8
pyro/infer/trace_mmd.py	pyro/contrib/timeseries/lgssmgp.py	1	6	7
pyro/infer/trace_mmd.py	pyro/distributions/constraints.py	1	6	4
pyro/infer/trace_mmd.py	pyro/distributions/folded.py	1	6	2
pyro/infer/trace_mmd.py	pyro/distributions/kl.py	1	6	3
pyro/infer/trace_mmd.py	pyro/distributions/stable.py	1	6	9
pyro/infer/trace_mmd.py	pyro/distributions/testing/__init__.py	1	6	2
pyro/infer/trace_mmd.py	pyro/distributions/transforms/__init__.py	1	6	30
pyro/infer/trace_mmd.py	pyro/distributions/transforms/cholesky.py	1	6	4
pyro/infer/trace_mmd.py	pyro/infer/autoguide/__init__.py	1	6	6
pyro/infer/trace_mmd.py	pyro/infer/autoguide/guides.py	1	6	18
pyro/infer/trace_mmd.py	pyro/infer/autoguide/utils.py	1	6	2
pyro/infer/trace_mmd.py	pyro/infer/mcmc/__init__.py	1	6	7
pyro/infer/trace_mmd.py	pyro/infer/predictive.py	1	6	6
pyro/infer/trace_mmd.py	pyro/infer/reparam/__init__.py	1	6	10
pyro/infer/trace_mmd.py	pyro/infer/reparam/loc_scale.py	1	6	3
pyro/infer/trace_mmd.py	pyro/infer/reparam/neutra.py	1	6	5
pyro/infer/trace_mmd.py	pyro/infer/reparam/reparam.py	1	6	3
pyro/infer/trace_mmd.py	pyro/infer/reparam/stable.py	1	6	8
pyro/infer/trace_mmd.py	pyro/infer/reparam/transform.py	1	6	2
pyro/infer/trace_mmd.py	pyro/infer/smcfilter.py	1	6	5
pyro/infer/trace_tail_adaptive_elbo.py	examples/air/air.py	1	5	36
pyro/infer/trace_tail_adaptive_elbo.py	examples/air/modules.py	1	5	6
pyro/infer/trace_tail_adaptive_elbo.py	examples/air/viz.py	1	5	6
pyro/infer/trace_tail_adaptive_elbo.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/infer/trace_tail_adaptive_elbo.py	examples/contrib/oed/gp_bayes_opt.py	1	5	9
pyro/infer/trace_tail_adaptive_elbo.py	examples/contrib/timeseries/gp_models.py	1	5	10
pyro/infer/trace_tail_adaptive_elbo.py	examples/dmm/dmm.py	1	5	56
pyro/infer/trace_tail_adaptive_elbo.py	examples/dmm/polyphonic_data_loader.py	1	5	16
pyro/infer/trace_tail_adaptive_elbo.py	examples/dmm/util.py	1	5	2
pyro/infer/trace_tail_adaptive_elbo.py	examples/rsa/generics.py	1	5	19
pyro/infer/trace_tail_adaptive_elbo.py	examples/rsa/hyperbole.py	1	5	19
pyro/infer/trace_tail_adaptive_elbo.py	examples/rsa/semantic_parsing.py	1	5	20
pyro/infer/trace_tail_adaptive_elbo.py	examples/smcfilter.py	1	5	3
pyro/infer/trace_tail_adaptive_elbo.py	examples/sparse_regression.py	1	5	18
pyro/infer/trace_tail_adaptive_elbo.py	examples/vae/ss_vae_M2.py	1	5	34
pyro/infer/trace_tail_adaptive_elbo.py	examples/vae/utils/custom_mlp.py	1	5	6
pyro/infer/trace_tail_adaptive_elbo.py	examples/vae/utils/mnist_cached.py	1	5	9
pyro/infer/trace_tail_adaptive_elbo.py	examples/vae/utils/vae_plots.py	1	5	4
pyro/infer/trace_tail_adaptive_elbo.py	examples/vae/vae.py	1	5	29
pyro/infer/trace_tail_adaptive_elbo.py	examples/vae/vae_comparison.py	1	5	29
pyro/infer/trace_tail_adaptive_elbo.py	profiler/hmm.py	1	5	3
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/autoguide.py	1	5	3
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/autoname/scoping.py	1	5	6
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/cevae/__init__.py	1	5	3
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/conjugate/infer.py	1	5	4
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/examples/bart.py	1	5	6
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/examples/multi_mnist.py	1	5	3
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/oed/__init__.py	1	5	6
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/oed/glmm/__init__.py	1	5	2
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/oed/glmm/glmm.py	1	5	2
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/oed/glmm/guides.py	1	5	3
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/oed/search.py	1	5	4
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/timeseries/__init__.py	1	5	9
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/timeseries/base.py	1	5	5
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/timeseries/gp.py	1	5	12
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/timeseries/lgssm.py	1	5	8
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/timeseries/lgssmgp.py	1	5	7
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/tracking/dynamic_models.py	1	5	7
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/tracking/extended_kalman_filter.py	1	5	8
pyro/infer/trace_tail_adaptive_elbo.py	pyro/contrib/tracking/measurements.py	1	5	5
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/conditional.py	1	5	5
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/constraints.py	1	5	4
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/folded.py	1	5	2
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/kl.py	1	5	3
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/multivariate_studentt.py	1	5	5
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/stable.py	1	5	9
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/testing/__init__.py	1	5	2
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/transforms/__init__.py	1	5	30
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/transforms/affine_autoregressive.py	1	5	11
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/transforms/batchnorm.py	1	5	7
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/transforms/cholesky.py	1	5	4
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	5	5
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/transforms/neural_autoregressive.py	1	5	10
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/unit.py	1	5	3
pyro/infer/trace_tail_adaptive_elbo.py	pyro/distributions/zero_inflated.py	1	5	8
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/autoguide/__init__.py	1	5	6
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/autoguide/guides.py	1	5	18
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/autoguide/initialization.py	1	5	7
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/autoguide/utils.py	1	5	2
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/energy_distance.py	1	5	3
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/mcmc/__init__.py	1	5	7
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/mcmc/adaptation.py	1	5	11
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/mcmc/logger.py	1	5	12
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/mcmc/util.py	1	5	35
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/predictive.py	1	5	6
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/reparam/__init__.py	1	5	10
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/reparam/loc_scale.py	1	5	3
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/reparam/neutra.py	1	5	5
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/reparam/reparam.py	1	5	3
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/reparam/stable.py	1	5	8
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/reparam/transform.py	1	5	2
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/rws.py	1	5	4
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/smcfilter.py	1	5	5
pyro/infer/trace_tail_adaptive_elbo.py	pyro/infer/svgd.py	1	5	7
pyro/infer/traceenum_elbo.py	examples/air/viz.py	1	64	6
pyro/infer/traceenum_elbo.py	examples/contrib/cevae/synthetic.py	1	64	8
pyro/infer/traceenum_elbo.py	examples/contrib/oed/gp_bayes_opt.py	1	64	9
pyro/infer/traceenum_elbo.py	examples/contrib/timeseries/gp_models.py	1	64	10
pyro/infer/traceenum_elbo.py	examples/dmm/util.py	1	64	2
pyro/infer/traceenum_elbo.py	examples/rsa/generics.py	1	64	19
pyro/infer/traceenum_elbo.py	examples/rsa/hyperbole.py	1	64	19
pyro/infer/traceenum_elbo.py	examples/smcfilter.py	1	64	3
pyro/infer/traceenum_elbo.py	examples/sparse_regression.py	1	64	18
pyro/infer/traceenum_elbo.py	examples/vae/utils/vae_plots.py	1	64	4
pyro/infer/traceenum_elbo.py	profiler/hmm.py	1	64	3
pyro/infer/traceenum_elbo.py	pyro/contrib/autoguide.py	1	64	3
pyro/infer/traceenum_elbo.py	pyro/contrib/cevae/__init__.py	1	64	3
pyro/infer/traceenum_elbo.py	pyro/contrib/examples/bart.py	1	64	6
pyro/infer/traceenum_elbo.py	pyro/contrib/examples/multi_mnist.py	1	64	3
pyro/infer/traceenum_elbo.py	pyro/contrib/oed/__init__.py	1	64	6
pyro/infer/traceenum_elbo.py	pyro/contrib/oed/glmm/__init__.py	1	64	2
pyro/infer/traceenum_elbo.py	pyro/contrib/oed/glmm/glmm.py	1	64	2
pyro/infer/traceenum_elbo.py	pyro/contrib/timeseries/__init__.py	1	64	9
pyro/infer/traceenum_elbo.py	pyro/contrib/timeseries/base.py	1	64	5
pyro/infer/traceenum_elbo.py	pyro/contrib/timeseries/gp.py	1	64	12
pyro/infer/traceenum_elbo.py	pyro/contrib/timeseries/lgssm.py	1	64	8
pyro/infer/traceenum_elbo.py	pyro/contrib/timeseries/lgssmgp.py	1	64	7
pyro/infer/traceenum_elbo.py	pyro/distributions/constraints.py	1	64	4
pyro/infer/traceenum_elbo.py	pyro/distributions/folded.py	1	64	2
pyro/infer/traceenum_elbo.py	pyro/distributions/kl.py	1	64	3
pyro/infer/traceenum_elbo.py	pyro/distributions/stable.py	1	64	9
pyro/infer/traceenum_elbo.py	pyro/distributions/testing/__init__.py	1	64	2
pyro/infer/traceenum_elbo.py	pyro/distributions/transforms/__init__.py	1	64	30
pyro/infer/traceenum_elbo.py	pyro/distributions/transforms/cholesky.py	1	64	4
pyro/infer/traceenum_elbo.py	pyro/infer/autoguide/__init__.py	1	64	6
pyro/infer/traceenum_elbo.py	pyro/infer/autoguide/guides.py	1	64	18
pyro/infer/traceenum_elbo.py	pyro/infer/autoguide/utils.py	1	64	2
pyro/infer/traceenum_elbo.py	pyro/infer/mcmc/__init__.py	1	64	7
pyro/infer/traceenum_elbo.py	pyro/infer/predictive.py	1	64	6
pyro/infer/traceenum_elbo.py	pyro/infer/reparam/__init__.py	1	64	10
pyro/infer/traceenum_elbo.py	pyro/infer/reparam/loc_scale.py	1	64	3
pyro/infer/traceenum_elbo.py	pyro/infer/reparam/neutra.py	1	64	5
pyro/infer/traceenum_elbo.py	pyro/infer/reparam/reparam.py	1	64	3
pyro/infer/traceenum_elbo.py	pyro/infer/reparam/stable.py	1	64	8
pyro/infer/traceenum_elbo.py	pyro/infer/reparam/transform.py	1	64	2
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pyro/infer/tracegraph_elbo.py	examples/contrib/cevae/synthetic.py	1	70	8
pyro/infer/tracegraph_elbo.py	examples/contrib/timeseries/gp_models.py	1	70	10
pyro/infer/tracegraph_elbo.py	examples/dmm/util.py	1	70	2
pyro/infer/tracegraph_elbo.py	examples/rsa/generics.py	1	70	19
pyro/infer/tracegraph_elbo.py	examples/rsa/hyperbole.py	1	70	19
pyro/infer/tracegraph_elbo.py	examples/rsa/semantic_parsing.py	1	70	20
pyro/infer/tracegraph_elbo.py	examples/smcfilter.py	1	70	3
pyro/infer/tracegraph_elbo.py	examples/sparse_regression.py	1	70	18
pyro/infer/tracegraph_elbo.py	examples/vae/utils/custom_mlp.py	1	70	6
pyro/infer/tracegraph_elbo.py	examples/vae/utils/vae_plots.py	1	70	4
pyro/infer/tracegraph_elbo.py	profiler/hmm.py	1	70	3
pyro/infer/tracegraph_elbo.py	pyro/contrib/autoguide.py	1	70	3
pyro/infer/tracegraph_elbo.py	pyro/contrib/autoname/scoping.py	1	70	6
pyro/infer/tracegraph_elbo.py	pyro/contrib/cevae/__init__.py	1	70	3
pyro/infer/tracegraph_elbo.py	pyro/contrib/conjugate/infer.py	1	70	4
pyro/infer/tracegraph_elbo.py	pyro/contrib/examples/bart.py	1	70	6
pyro/infer/tracegraph_elbo.py	pyro/contrib/examples/multi_mnist.py	1	70	3
pyro/infer/tracegraph_elbo.py	pyro/contrib/oed/__init__.py	1	70	6
pyro/infer/tracegraph_elbo.py	pyro/contrib/oed/glmm/__init__.py	1	70	2
pyro/infer/tracegraph_elbo.py	pyro/contrib/oed/glmm/glmm.py	1	70	2
pyro/infer/tracegraph_elbo.py	pyro/contrib/oed/glmm/guides.py	1	70	3
pyro/infer/tracegraph_elbo.py	pyro/contrib/oed/search.py	1	70	4
pyro/infer/tracegraph_elbo.py	pyro/contrib/timeseries/__init__.py	1	70	9
pyro/infer/tracegraph_elbo.py	pyro/contrib/timeseries/base.py	1	70	5
pyro/infer/tracegraph_elbo.py	pyro/contrib/timeseries/gp.py	1	70	12
pyro/infer/tracegraph_elbo.py	pyro/contrib/timeseries/lgssm.py	1	70	8
pyro/infer/tracegraph_elbo.py	pyro/contrib/timeseries/lgssmgp.py	1	70	7
pyro/infer/tracegraph_elbo.py	pyro/distributions/conditional.py	1	70	5
pyro/infer/tracegraph_elbo.py	pyro/distributions/constraints.py	1	70	4
pyro/infer/tracegraph_elbo.py	pyro/distributions/folded.py	1	70	2
pyro/infer/tracegraph_elbo.py	pyro/distributions/kl.py	1	70	3
pyro/infer/tracegraph_elbo.py	pyro/distributions/multivariate_studentt.py	1	70	5
pyro/infer/tracegraph_elbo.py	pyro/distributions/stable.py	1	70	9
pyro/infer/tracegraph_elbo.py	pyro/distributions/testing/__init__.py	1	70	2
pyro/infer/tracegraph_elbo.py	pyro/distributions/transforms/__init__.py	1	70	30
pyro/infer/tracegraph_elbo.py	pyro/distributions/transforms/affine_autoregressive.py	1	70	11
pyro/infer/tracegraph_elbo.py	pyro/distributions/transforms/batchnorm.py	1	70	7
pyro/infer/tracegraph_elbo.py	pyro/distributions/transforms/cholesky.py	1	70	4
pyro/infer/tracegraph_elbo.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	70	5
pyro/infer/tracegraph_elbo.py	pyro/distributions/transforms/neural_autoregressive.py	1	70	10
pyro/infer/tracegraph_elbo.py	pyro/distributions/unit.py	1	70	3
pyro/infer/tracegraph_elbo.py	pyro/distributions/zero_inflated.py	1	70	8
pyro/infer/tracegraph_elbo.py	pyro/infer/autoguide/__init__.py	1	70	6
pyro/infer/tracegraph_elbo.py	pyro/infer/autoguide/guides.py	1	70	18
pyro/infer/tracegraph_elbo.py	pyro/infer/autoguide/initialization.py	1	70	7
pyro/infer/tracegraph_elbo.py	pyro/infer/autoguide/utils.py	1	70	2
pyro/infer/tracegraph_elbo.py	pyro/infer/mcmc/__init__.py	1	70	7
pyro/infer/tracegraph_elbo.py	pyro/infer/mcmc/logger.py	1	70	12
pyro/infer/tracegraph_elbo.py	pyro/infer/predictive.py	1	70	6
pyro/infer/tracegraph_elbo.py	pyro/infer/reparam/__init__.py	1	70	10
pyro/infer/tracegraph_elbo.py	pyro/infer/reparam/loc_scale.py	1	70	3
pyro/infer/tracegraph_elbo.py	pyro/infer/reparam/neutra.py	1	70	5
pyro/infer/tracegraph_elbo.py	pyro/infer/reparam/reparam.py	1	70	3
pyro/infer/tracegraph_elbo.py	pyro/infer/reparam/stable.py	1	70	8
pyro/infer/tracegraph_elbo.py	pyro/infer/reparam/transform.py	1	70	2
pyro/infer/tracegraph_elbo.py	pyro/infer/smcfilter.py	1	70	5
pyro/infer/tracegraph_elbo.py	pyro/infer/svgd.py	1	70	7
pyro/infer/tracetmc_elbo.py	examples/air/air.py	1	5	36
pyro/infer/tracetmc_elbo.py	examples/air/main.py	1	5	37
pyro/infer/tracetmc_elbo.py	examples/air/modules.py	1	5	6
pyro/infer/tracetmc_elbo.py	examples/air/viz.py	1	5	6
pyro/infer/tracetmc_elbo.py	examples/baseball.py	1	5	46
pyro/infer/tracetmc_elbo.py	examples/capture_recapture/cjs.py	1	5	9
pyro/infer/tracetmc_elbo.py	examples/contrib/autoname/mixture.py	1	5	22
pyro/infer/tracetmc_elbo.py	examples/contrib/autoname/scoping_mixture.py	1	5	22
pyro/infer/tracetmc_elbo.py	examples/contrib/autoname/tree_data.py	1	5	21
pyro/infer/tracetmc_elbo.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/infer/tracetmc_elbo.py	examples/contrib/gp/sv-dkl.py	1	5	34
pyro/infer/tracetmc_elbo.py	examples/contrib/oed/gp_bayes_opt.py	1	5	9
pyro/infer/tracetmc_elbo.py	examples/contrib/timeseries/gp_models.py	1	5	10
pyro/infer/tracetmc_elbo.py	examples/dmm/polyphonic_data_loader.py	1	5	16
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pyro/infer/tracetmc_elbo.py	examples/eight_schools/data.py	1	5	3
pyro/infer/tracetmc_elbo.py	examples/eight_schools/mcmc.py	1	5	29
pyro/infer/tracetmc_elbo.py	examples/eight_schools/svi.py	1	5	22
pyro/infer/tracetmc_elbo.py	examples/einsum.py	1	5	3
pyro/infer/tracetmc_elbo.py	examples/hmm.py	1	5	45
pyro/infer/tracetmc_elbo.py	examples/inclined_plane.py	1	5	35
pyro/infer/tracetmc_elbo.py	examples/lda.py	1	5	25
pyro/infer/tracetmc_elbo.py	examples/lkj.py	1	5	20
pyro/infer/tracetmc_elbo.py	examples/minipyro.py	1	5	26
pyro/infer/tracetmc_elbo.py	examples/mixed_hmm/experiment.py	1	5	3
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pyro/infer/tracetmc_elbo.py	examples/mixed_hmm/seal_data.py	1	5	5
pyro/infer/tracetmc_elbo.py	examples/rsa/generics.py	1	5	19
pyro/infer/tracetmc_elbo.py	examples/rsa/hyperbole.py	1	5	19
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pyro/infer/tracetmc_elbo.py	examples/rsa/schelling_false.py	1	5	19
pyro/infer/tracetmc_elbo.py	examples/rsa/search_inference.py	1	5	9
pyro/infer/tracetmc_elbo.py	examples/rsa/semantic_parsing.py	1	5	20
pyro/infer/tracetmc_elbo.py	examples/smcfilter.py	1	5	3
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pyro/infer/tracetmc_elbo.py	examples/sparse_regression.py	1	5	18
pyro/infer/tracetmc_elbo.py	examples/vae/ss_vae_M2.py	1	5	34
pyro/infer/tracetmc_elbo.py	examples/vae/utils/custom_mlp.py	1	5	6
pyro/infer/tracetmc_elbo.py	examples/vae/utils/mnist_cached.py	1	5	9
pyro/infer/tracetmc_elbo.py	examples/vae/utils/vae_plots.py	1	5	4
pyro/infer/tracetmc_elbo.py	examples/vae/vae.py	1	5	29
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pyro/infer/tracetmc_elbo.py	pyro/__init__.py	1	5	176
pyro/infer/tracetmc_elbo.py	pyro/contrib/__init__.py	1	5	17
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pyro/infer/tracetmc_elbo.py	pyro/contrib/autoname/scoping.py	1	5	6
pyro/infer/tracetmc_elbo.py	pyro/contrib/bnn/__init__.py	1	5	3
pyro/infer/tracetmc_elbo.py	pyro/contrib/bnn/hidden_layer.py	1	5	3
pyro/infer/tracetmc_elbo.py	pyro/contrib/bnn/utils.py	1	5	3
pyro/infer/tracetmc_elbo.py	pyro/contrib/cevae/__init__.py	1	5	3
pyro/infer/tracetmc_elbo.py	pyro/contrib/conjugate/infer.py	1	5	4
pyro/infer/tracetmc_elbo.py	pyro/contrib/easyguide/__init__.py	1	5	3
pyro/infer/tracetmc_elbo.py	pyro/contrib/easyguide/easyguide.py	1	5	9
pyro/infer/tracetmc_elbo.py	pyro/contrib/examples/bart.py	1	5	6
pyro/infer/tracetmc_elbo.py	pyro/contrib/examples/multi_mnist.py	1	5	3
pyro/infer/tracetmc_elbo.py	pyro/contrib/examples/util.py	1	5	9
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/__init__.py	1	5	14
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/kernels/__init__.py	1	5	12
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/kernels/brownian.py	1	5	12
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/kernels/coregionalize.py	1	5	9
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/kernels/dot_product.py	1	5	13
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/kernels/isotropic.py	1	5	14
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/kernels/kernel.py	1	5	22
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/kernels/periodic.py	1	5	12
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/kernels/static.py	1	5	13
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/likelihoods/__init__.py	1	5	8
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/likelihoods/binary.py	1	5	17
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/likelihoods/gaussian.py	1	5	18
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/likelihoods/likelihood.py	1	5	12
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/likelihoods/multi_class.py	1	5	15
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/likelihoods/poisson.py	1	5	11
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/models/__init__.py	1	5	11
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/models/gplvm.py	1	5	12
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/models/gpr.py	1	5	27
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/models/model.py	1	5	24
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/models/sgpr.py	1	5	32
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/models/vgp.py	1	5	21
pyro/infer/tracetmc_elbo.py	pyro/contrib/gp/models/vsgp.py	1	5	11
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pyro/infer/tracetmc_elbo.py	pyro/contrib/minipyro.py	1	5	17
pyro/infer/tracetmc_elbo.py	pyro/contrib/oed/__init__.py	1	5	6
pyro/infer/tracetmc_elbo.py	pyro/contrib/oed/eig.py	1	5	17
pyro/infer/tracetmc_elbo.py	pyro/contrib/oed/glmm/__init__.py	1	5	2
pyro/infer/tracetmc_elbo.py	pyro/contrib/oed/glmm/glmm.py	1	5	2
pyro/infer/tracetmc_elbo.py	pyro/contrib/oed/glmm/guides.py	1	5	3
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pyro/infer/tracetmc_elbo.py	pyro/contrib/timeseries/base.py	1	5	5
pyro/infer/tracetmc_elbo.py	pyro/contrib/timeseries/gp.py	1	5	12
pyro/infer/tracetmc_elbo.py	pyro/contrib/timeseries/lgssm.py	1	5	8
pyro/infer/tracetmc_elbo.py	pyro/contrib/timeseries/lgssmgp.py	1	5	7
pyro/infer/tracetmc_elbo.py	pyro/contrib/tracking/__init__.py	1	5	3
pyro/infer/tracetmc_elbo.py	pyro/contrib/tracking/assignment.py	1	5	9
pyro/infer/tracetmc_elbo.py	pyro/contrib/tracking/distributions.py	1	5	6
pyro/infer/tracetmc_elbo.py	pyro/contrib/tracking/dynamic_models.py	1	5	7
pyro/infer/tracetmc_elbo.py	pyro/contrib/tracking/extended_kalman_filter.py	1	5	8
pyro/infer/tracetmc_elbo.py	pyro/contrib/tracking/hashing.py	1	5	8
pyro/infer/tracetmc_elbo.py	pyro/contrib/tracking/measurements.py	1	5	5
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pyro/infer/tracetmc_elbo.py	pyro/distributions/__init__.py	1	5	114
pyro/infer/tracetmc_elbo.py	pyro/distributions/avf_mvn.py	1	5	6
pyro/infer/tracetmc_elbo.py	pyro/distributions/conditional.py	1	5	5
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pyro/infer/tracetmc_elbo.py	pyro/distributions/constraints.py	1	5	4
pyro/infer/tracetmc_elbo.py	pyro/distributions/delta.py	1	5	44
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pyro/infer/tracetmc_elbo.py	pyro/distributions/diag_normal_mixture_shared_cov.py	1	5	9
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pyro/infer/tracetmc_elbo.py	pyro/infer/mcmc/hmc.py	1	5	77
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pyro/infer/util.py	pyro/infer/mcmc/__init__.py	1	49	7
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pyro/infer/util.py	pyro/infer/reparam/neutra.py	1	49	5
pyro/infer/util.py	pyro/infer/reparam/reparam.py	1	49	3
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pyro/logger.py	examples/smcfilter.py	1	3	3
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pyro/logger.py	examples/vae/ss_vae_M2.py	1	3	34
pyro/logger.py	examples/vae/utils/custom_mlp.py	1	3	6
pyro/logger.py	examples/vae/utils/mnist_cached.py	1	3	9
pyro/logger.py	examples/vae/utils/vae_plots.py	1	3	4
pyro/logger.py	examples/vae/vae.py	1	3	29
pyro/logger.py	examples/vae/vae_comparison.py	1	3	29
pyro/logger.py	profiler/hmm.py	1	3	3
pyro/logger.py	pyro/contrib/autoguide.py	1	3	3
pyro/logger.py	pyro/contrib/autoname/scoping.py	1	3	6
pyro/logger.py	pyro/contrib/cevae/__init__.py	1	3	3
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pyro/logger.py	pyro/contrib/examples/bart.py	1	3	6
pyro/logger.py	pyro/contrib/examples/multi_mnist.py	1	3	3
pyro/logger.py	pyro/contrib/oed/__init__.py	1	3	6
pyro/logger.py	pyro/contrib/oed/glmm/__init__.py	1	3	2
pyro/logger.py	pyro/contrib/oed/glmm/glmm.py	1	3	2
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pyro/logger.py	pyro/contrib/timeseries/__init__.py	1	3	9
pyro/logger.py	pyro/contrib/timeseries/base.py	1	3	5
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pyro/logger.py	pyro/contrib/timeseries/lgssm.py	1	3	8
pyro/logger.py	pyro/contrib/timeseries/lgssmgp.py	1	3	7
pyro/logger.py	pyro/contrib/tracking/dynamic_models.py	1	3	7
pyro/logger.py	pyro/contrib/tracking/extended_kalman_filter.py	1	3	8
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pyro/logger.py	pyro/distributions/transforms/affine_autoregressive.py	1	3	11
pyro/logger.py	pyro/distributions/transforms/batchnorm.py	1	3	7
pyro/logger.py	pyro/distributions/transforms/cholesky.py	1	3	4
pyro/logger.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	3	5
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pyro/logger.py	pyro/distributions/unit.py	1	3	3
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pyro/logger.py	pyro/infer/autoguide/__init__.py	1	3	6
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pyro/logger.py	pyro/infer/autoguide/utils.py	1	3	2
pyro/logger.py	pyro/infer/energy_distance.py	1	3	3
pyro/logger.py	pyro/infer/mcmc/__init__.py	1	3	7
pyro/logger.py	pyro/infer/mcmc/adaptation.py	1	3	11
pyro/logger.py	pyro/infer/mcmc/logger.py	1	3	12
pyro/logger.py	pyro/infer/mcmc/util.py	1	3	35
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pyro/logger.py	pyro/infer/reparam/__init__.py	1	3	10
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pyro/logger.py	pyro/infer/reparam/reparam.py	1	3	3
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pyro/nn/__init__.py	examples/air/air.py	1	16	36
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pyro/nn/__init__.py	examples/air/viz.py	1	16	6
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pyro/nn/__init__.py	examples/contrib/oed/gp_bayes_opt.py	1	16	9
pyro/nn/__init__.py	examples/dmm/dmm.py	1	16	56
pyro/nn/__init__.py	examples/dmm/polyphonic_data_loader.py	1	16	16
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pyro/nn/__init__.py	examples/rsa/generics.py	1	16	19
pyro/nn/__init__.py	examples/rsa/hyperbole.py	1	16	19
pyro/nn/__init__.py	examples/rsa/semantic_parsing.py	1	16	20
pyro/nn/__init__.py	examples/smcfilter.py	1	16	3
pyro/nn/__init__.py	examples/sparse_regression.py	1	16	18
pyro/nn/__init__.py	examples/vae/utils/mnist_cached.py	1	16	9
pyro/nn/__init__.py	examples/vae/utils/vae_plots.py	1	16	4
pyro/nn/__init__.py	examples/vae/vae.py	1	16	29
pyro/nn/__init__.py	examples/vae/vae_comparison.py	1	16	29
pyro/nn/__init__.py	profiler/hmm.py	1	16	3
pyro/nn/__init__.py	pyro/contrib/autoguide.py	1	16	3
pyro/nn/__init__.py	pyro/contrib/autoname/scoping.py	1	16	6
pyro/nn/__init__.py	pyro/contrib/cevae/__init__.py	1	16	3
pyro/nn/__init__.py	pyro/contrib/conjugate/infer.py	1	16	4
pyro/nn/__init__.py	pyro/contrib/examples/bart.py	1	16	6
pyro/nn/__init__.py	pyro/contrib/examples/multi_mnist.py	1	16	3
pyro/nn/__init__.py	pyro/contrib/oed/__init__.py	1	16	6
pyro/nn/__init__.py	pyro/contrib/oed/glmm/__init__.py	1	16	2
pyro/nn/__init__.py	pyro/contrib/oed/glmm/glmm.py	1	16	2
pyro/nn/__init__.py	pyro/contrib/oed/glmm/guides.py	1	16	3
pyro/nn/__init__.py	pyro/contrib/oed/search.py	1	16	4
pyro/nn/__init__.py	pyro/contrib/tracking/dynamic_models.py	1	16	7
pyro/nn/__init__.py	pyro/contrib/tracking/extended_kalman_filter.py	1	16	8
pyro/nn/__init__.py	pyro/contrib/tracking/measurements.py	1	16	5
pyro/nn/__init__.py	pyro/distributions/conditional.py	1	16	5
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pyro/nn/__init__.py	pyro/distributions/kl.py	1	16	3
pyro/nn/__init__.py	pyro/distributions/multivariate_studentt.py	1	16	5
pyro/nn/__init__.py	pyro/distributions/stable.py	1	16	9
pyro/nn/__init__.py	pyro/distributions/testing/__init__.py	1	16	2
pyro/nn/__init__.py	pyro/distributions/transforms/affine_autoregressive.py	1	16	11
pyro/nn/__init__.py	pyro/distributions/transforms/batchnorm.py	1	16	7
pyro/nn/__init__.py	pyro/distributions/transforms/cholesky.py	1	16	4
pyro/nn/__init__.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	16	5
pyro/nn/__init__.py	pyro/distributions/transforms/neural_autoregressive.py	1	16	10
pyro/nn/__init__.py	pyro/distributions/unit.py	1	16	3
pyro/nn/__init__.py	pyro/distributions/zero_inflated.py	1	16	8
pyro/nn/__init__.py	pyro/infer/autoguide/__init__.py	1	16	6
pyro/nn/__init__.py	pyro/infer/autoguide/initialization.py	1	16	7
pyro/nn/__init__.py	pyro/infer/autoguide/utils.py	1	16	2
pyro/nn/__init__.py	pyro/infer/energy_distance.py	1	16	3
pyro/nn/__init__.py	pyro/infer/mcmc/__init__.py	1	16	7
pyro/nn/__init__.py	pyro/infer/mcmc/adaptation.py	1	16	11
pyro/nn/__init__.py	pyro/infer/mcmc/logger.py	1	16	12
pyro/nn/__init__.py	pyro/infer/mcmc/util.py	1	16	35
pyro/nn/__init__.py	pyro/infer/predictive.py	1	16	6
pyro/nn/__init__.py	pyro/infer/reparam/__init__.py	1	16	10
pyro/nn/__init__.py	pyro/infer/reparam/loc_scale.py	1	16	3
pyro/nn/__init__.py	pyro/infer/reparam/neutra.py	1	16	5
pyro/nn/__init__.py	pyro/infer/reparam/reparam.py	1	16	3
pyro/nn/__init__.py	pyro/infer/reparam/stable.py	1	16	8
pyro/nn/__init__.py	pyro/infer/reparam/transform.py	1	16	2
pyro/nn/__init__.py	pyro/infer/rws.py	1	16	4
pyro/nn/__init__.py	pyro/infer/smcfilter.py	1	16	5
pyro/nn/__init__.py	pyro/infer/svgd.py	1	16	7
pyro/nn/__init__.py	pyro/infer/tracetmc_elbo.py	1	16	5
pyro/nn/auto_reg_nn.py	pyro/distributions/transforms/spline.py	1	25	7
pyro/nn/auto_reg_nn.py	examples/contrib/cevae/synthetic.py	1	25	8
pyro/nn/auto_reg_nn.py	examples/contrib/oed/gp_bayes_opt.py	1	25	9
pyro/nn/auto_reg_nn.py	examples/contrib/timeseries/gp_models.py	1	25	10
pyro/nn/auto_reg_nn.py	examples/dmm/polyphonic_data_loader.py	1	25	16
pyro/nn/auto_reg_nn.py	examples/dmm/util.py	1	25	2
pyro/nn/auto_reg_nn.py	examples/rsa/generics.py	1	25	19
pyro/nn/auto_reg_nn.py	examples/rsa/hyperbole.py	1	25	19
pyro/nn/auto_reg_nn.py	examples/smcfilter.py	1	25	3
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pyro/nn/auto_reg_nn.py	examples/vae/utils/vae_plots.py	1	25	4
pyro/nn/auto_reg_nn.py	profiler/hmm.py	1	25	3
pyro/nn/auto_reg_nn.py	pyro/contrib/autoguide.py	1	25	3
pyro/nn/auto_reg_nn.py	pyro/contrib/cevae/__init__.py	1	25	3
pyro/nn/auto_reg_nn.py	pyro/contrib/examples/bart.py	1	25	6
pyro/nn/auto_reg_nn.py	pyro/contrib/examples/multi_mnist.py	1	25	3
pyro/nn/auto_reg_nn.py	pyro/contrib/oed/__init__.py	1	25	6
pyro/nn/auto_reg_nn.py	pyro/contrib/oed/glmm/__init__.py	1	25	2
pyro/nn/auto_reg_nn.py	pyro/contrib/oed/glmm/glmm.py	1	25	2
pyro/nn/auto_reg_nn.py	pyro/contrib/timeseries/__init__.py	1	25	9
pyro/nn/auto_reg_nn.py	pyro/contrib/timeseries/base.py	1	25	5
pyro/nn/auto_reg_nn.py	pyro/contrib/timeseries/gp.py	1	25	12
pyro/nn/auto_reg_nn.py	pyro/contrib/timeseries/lgssm.py	1	25	8
pyro/nn/auto_reg_nn.py	pyro/contrib/timeseries/lgssmgp.py	1	25	7
pyro/nn/auto_reg_nn.py	pyro/distributions/constraints.py	1	25	4
pyro/nn/auto_reg_nn.py	pyro/distributions/folded.py	1	25	2
pyro/nn/auto_reg_nn.py	pyro/distributions/kl.py	1	25	3
pyro/nn/auto_reg_nn.py	pyro/distributions/stable.py	1	25	9
pyro/nn/auto_reg_nn.py	pyro/distributions/testing/__init__.py	1	25	2
pyro/nn/auto_reg_nn.py	pyro/distributions/transforms/cholesky.py	1	25	4
pyro/nn/auto_reg_nn.py	pyro/infer/autoguide/__init__.py	1	25	6
pyro/nn/auto_reg_nn.py	pyro/infer/autoguide/guides.py	1	25	18
pyro/nn/auto_reg_nn.py	pyro/infer/autoguide/utils.py	1	25	2
pyro/nn/auto_reg_nn.py	pyro/infer/energy_distance.py	1	25	3
pyro/nn/auto_reg_nn.py	pyro/infer/mcmc/__init__.py	1	25	7
pyro/nn/auto_reg_nn.py	pyro/infer/predictive.py	1	25	6
pyro/nn/auto_reg_nn.py	pyro/infer/reparam/__init__.py	1	25	10
pyro/nn/auto_reg_nn.py	pyro/infer/reparam/loc_scale.py	1	25	3
pyro/nn/auto_reg_nn.py	pyro/infer/reparam/neutra.py	1	25	5
pyro/nn/auto_reg_nn.py	pyro/infer/reparam/reparam.py	1	25	3
pyro/nn/auto_reg_nn.py	pyro/infer/reparam/stable.py	1	25	8
pyro/nn/auto_reg_nn.py	pyro/infer/reparam/transform.py	1	25	2
pyro/nn/auto_reg_nn.py	pyro/infer/smcfilter.py	1	25	5
pyro/nn/auto_reg_nn.py	pyro/infer/tracetmc_elbo.py	1	25	5
pyro/nn/dense_nn.py	examples/air/viz.py	1	6	6
pyro/nn/dense_nn.py	examples/contrib/cevae/synthetic.py	1	6	8
pyro/nn/dense_nn.py	examples/contrib/oed/gp_bayes_opt.py	1	6	9
pyro/nn/dense_nn.py	examples/contrib/timeseries/gp_models.py	1	6	10
pyro/nn/dense_nn.py	examples/dmm/polyphonic_data_loader.py	1	6	16
pyro/nn/dense_nn.py	examples/dmm/util.py	1	6	2
pyro/nn/dense_nn.py	examples/rsa/generics.py	1	6	19
pyro/nn/dense_nn.py	examples/rsa/hyperbole.py	1	6	19
pyro/nn/dense_nn.py	examples/smcfilter.py	1	6	3
pyro/nn/dense_nn.py	examples/sparse_regression.py	1	6	18
pyro/nn/dense_nn.py	examples/vae/utils/vae_plots.py	1	6	4
pyro/nn/dense_nn.py	profiler/hmm.py	1	6	3
pyro/nn/dense_nn.py	pyro/contrib/autoguide.py	1	6	3
pyro/nn/dense_nn.py	pyro/contrib/cevae/__init__.py	1	6	3
pyro/nn/dense_nn.py	pyro/contrib/examples/bart.py	1	6	6
pyro/nn/dense_nn.py	pyro/contrib/examples/multi_mnist.py	1	6	3
pyro/nn/dense_nn.py	pyro/contrib/oed/__init__.py	1	6	6
pyro/nn/dense_nn.py	pyro/contrib/oed/glmm/__init__.py	1	6	2
pyro/nn/dense_nn.py	pyro/contrib/oed/glmm/glmm.py	1	6	2
pyro/nn/dense_nn.py	pyro/contrib/timeseries/__init__.py	1	6	9
pyro/nn/dense_nn.py	pyro/contrib/timeseries/base.py	1	6	5
pyro/nn/dense_nn.py	pyro/contrib/timeseries/gp.py	1	6	12
pyro/nn/dense_nn.py	pyro/contrib/timeseries/lgssm.py	1	6	8
pyro/nn/dense_nn.py	pyro/contrib/timeseries/lgssmgp.py	1	6	7
pyro/nn/dense_nn.py	pyro/distributions/constraints.py	1	6	4
pyro/nn/dense_nn.py	pyro/distributions/folded.py	1	6	2
pyro/nn/dense_nn.py	pyro/distributions/kl.py	1	6	3
pyro/nn/dense_nn.py	pyro/distributions/stable.py	1	6	9
pyro/nn/dense_nn.py	pyro/distributions/testing/__init__.py	1	6	2
pyro/nn/dense_nn.py	pyro/distributions/transforms/cholesky.py	1	6	4
pyro/nn/dense_nn.py	pyro/infer/autoguide/__init__.py	1	6	6
pyro/nn/dense_nn.py	pyro/infer/autoguide/guides.py	1	6	18
pyro/nn/dense_nn.py	pyro/infer/autoguide/utils.py	1	6	2
pyro/nn/dense_nn.py	pyro/infer/energy_distance.py	1	6	3
pyro/nn/dense_nn.py	pyro/infer/mcmc/__init__.py	1	6	7
pyro/nn/dense_nn.py	pyro/infer/predictive.py	1	6	6
pyro/nn/dense_nn.py	pyro/infer/reparam/__init__.py	1	6	10
pyro/nn/dense_nn.py	pyro/infer/reparam/loc_scale.py	1	6	3
pyro/nn/dense_nn.py	pyro/infer/reparam/neutra.py	1	6	5
pyro/nn/dense_nn.py	pyro/infer/reparam/reparam.py	1	6	3
pyro/nn/dense_nn.py	pyro/infer/reparam/stable.py	1	6	8
pyro/nn/dense_nn.py	pyro/infer/reparam/transform.py	1	6	2
pyro/nn/dense_nn.py	pyro/infer/smcfilter.py	1	6	5
pyro/nn/dense_nn.py	pyro/infer/tracetmc_elbo.py	1	6	5
pyro/nn/module.py	pyro/contrib/forecast/evaluate.py	1	20	8
pyro/nn/module.py	pyro/contrib/forecast/forecaster.py	1	20	14
pyro/nn/module.py	pyro/contrib/forecast/util.py	1	20	9
pyro/nn/module.py	examples/air/air.py	1	20	36
pyro/nn/module.py	examples/air/main.py	1	20	37
pyro/nn/module.py	examples/air/modules.py	1	20	6
pyro/nn/module.py	examples/air/viz.py	1	20	6
pyro/nn/module.py	examples/baseball.py	1	20	46
pyro/nn/module.py	examples/capture_recapture/cjs.py	1	20	9
pyro/nn/module.py	examples/contrib/autoname/mixture.py	1	20	22
pyro/nn/module.py	examples/contrib/autoname/scoping_mixture.py	1	20	22
pyro/nn/module.py	examples/contrib/autoname/tree_data.py	1	20	21
pyro/nn/module.py	examples/contrib/cevae/synthetic.py	1	20	8
pyro/nn/module.py	examples/contrib/gp/sv-dkl.py	1	20	34
pyro/nn/module.py	examples/contrib/oed/gp_bayes_opt.py	1	20	9
pyro/nn/module.py	examples/dmm/dmm.py	1	20	56
pyro/nn/module.py	examples/dmm/polyphonic_data_loader.py	1	20	16
pyro/nn/module.py	examples/dmm/util.py	1	20	2
pyro/nn/module.py	examples/eight_schools/data.py	1	20	3
pyro/nn/module.py	examples/eight_schools/mcmc.py	1	20	29
pyro/nn/module.py	examples/eight_schools/svi.py	1	20	22
pyro/nn/module.py	examples/einsum.py	1	20	3
pyro/nn/module.py	examples/hmm.py	1	20	45
pyro/nn/module.py	examples/inclined_plane.py	1	20	35
pyro/nn/module.py	examples/lda.py	1	20	25
pyro/nn/module.py	examples/lkj.py	1	20	20
pyro/nn/module.py	examples/minipyro.py	1	20	26
pyro/nn/module.py	examples/mixed_hmm/experiment.py	1	20	3
pyro/nn/module.py	examples/mixed_hmm/model.py	1	20	4
pyro/nn/module.py	examples/mixed_hmm/seal_data.py	1	20	5
pyro/nn/module.py	examples/rsa/generics.py	1	20	19
pyro/nn/module.py	examples/rsa/hyperbole.py	1	20	19
pyro/nn/module.py	examples/rsa/schelling.py	1	20	19
pyro/nn/module.py	examples/rsa/schelling_false.py	1	20	19
pyro/nn/module.py	examples/rsa/search_inference.py	1	20	9
pyro/nn/module.py	examples/rsa/semantic_parsing.py	1	20	20
pyro/nn/module.py	examples/smcfilter.py	1	20	3
pyro/nn/module.py	examples/sparse_gamma_def.py	1	20	28
pyro/nn/module.py	examples/sparse_regression.py	1	20	18
pyro/nn/module.py	examples/vae/ss_vae_M2.py	1	20	34
pyro/nn/module.py	examples/vae/utils/custom_mlp.py	1	20	6
pyro/nn/module.py	examples/vae/utils/mnist_cached.py	1	20	9
pyro/nn/module.py	examples/vae/utils/vae_plots.py	1	20	4
pyro/nn/module.py	examples/vae/vae.py	1	20	29
pyro/nn/module.py	examples/vae/vae_comparison.py	1	20	29
pyro/nn/module.py	profiler/distributions.py	1	20	11
pyro/nn/module.py	profiler/hmm.py	1	20	3
pyro/nn/module.py	profiler/profiling_utils.py	1	20	5
pyro/nn/module.py	pyro/contrib/__init__.py	1	20	17
pyro/nn/module.py	pyro/contrib/autoguide.py	1	20	3
pyro/nn/module.py	pyro/contrib/autoname/__init__.py	1	20	5
pyro/nn/module.py	pyro/contrib/autoname/named.py	1	20	5
pyro/nn/module.py	pyro/contrib/autoname/scoping.py	1	20	6
pyro/nn/module.py	pyro/contrib/bnn/__init__.py	1	20	3
pyro/nn/module.py	pyro/contrib/bnn/hidden_layer.py	1	20	3
pyro/nn/module.py	pyro/contrib/bnn/utils.py	1	20	3
pyro/nn/module.py	pyro/contrib/cevae/__init__.py	1	20	3
pyro/nn/module.py	pyro/contrib/conjugate/infer.py	1	20	4
pyro/nn/module.py	pyro/contrib/easyguide/__init__.py	1	20	3
pyro/nn/module.py	pyro/contrib/examples/bart.py	1	20	6
pyro/nn/module.py	pyro/contrib/examples/multi_mnist.py	1	20	3
pyro/nn/module.py	pyro/contrib/examples/util.py	1	20	9
pyro/nn/module.py	pyro/contrib/gp/kernels/__init__.py	1	20	12
pyro/nn/module.py	pyro/contrib/gp/kernels/kernel.py	1	20	22
pyro/nn/module.py	pyro/contrib/gp/likelihoods/__init__.py	1	20	8
pyro/nn/module.py	pyro/contrib/gp/likelihoods/likelihood.py	1	20	12
pyro/nn/module.py	pyro/contrib/gp/models/__init__.py	1	20	11
pyro/nn/module.py	pyro/contrib/gp/util.py	1	20	19
pyro/nn/module.py	pyro/contrib/minipyro.py	1	20	17
pyro/nn/module.py	pyro/contrib/oed/__init__.py	1	20	6
pyro/nn/module.py	pyro/contrib/oed/eig.py	1	20	17
pyro/nn/module.py	pyro/contrib/oed/glmm/__init__.py	1	20	2
pyro/nn/module.py	pyro/contrib/oed/glmm/glmm.py	1	20	2
pyro/nn/module.py	pyro/contrib/oed/glmm/guides.py	1	20	3
pyro/nn/module.py	pyro/contrib/oed/search.py	1	20	4
pyro/nn/module.py	pyro/contrib/oed/util.py	1	20	8
pyro/nn/module.py	pyro/contrib/tracking/__init__.py	1	20	3
pyro/nn/module.py	pyro/contrib/tracking/assignment.py	1	20	9
pyro/nn/module.py	pyro/contrib/tracking/distributions.py	1	20	6
pyro/nn/module.py	pyro/contrib/tracking/dynamic_models.py	1	20	7
pyro/nn/module.py	pyro/contrib/tracking/extended_kalman_filter.py	1	20	8
pyro/nn/module.py	pyro/contrib/tracking/hashing.py	1	20	8
pyro/nn/module.py	pyro/contrib/tracking/measurements.py	1	20	5
pyro/nn/module.py	pyro/contrib/util.py	1	20	6
pyro/nn/module.py	pyro/distributions/avf_mvn.py	1	20	6
pyro/nn/module.py	pyro/distributions/conditional.py	1	20	5
pyro/nn/module.py	pyro/distributions/conjugate.py	1	20	13
pyro/nn/module.py	pyro/distributions/constraints.py	1	20	4
pyro/nn/module.py	pyro/distributions/diag_normal_mixture.py	1	20	8
pyro/nn/module.py	pyro/distributions/diag_normal_mixture_shared_cov.py	1	20	9
pyro/nn/module.py	pyro/distributions/empirical.py	1	20	13
pyro/nn/module.py	pyro/distributions/folded.py	1	20	2
pyro/nn/module.py	pyro/distributions/gaussian_scale_mixture.py	1	20	9
pyro/nn/module.py	pyro/distributions/hmm.py	1	20	30
pyro/nn/module.py	pyro/distributions/inverse_gamma.py	1	20	6
pyro/nn/module.py	pyro/distributions/kl.py	1	20	3
pyro/nn/module.py	pyro/distributions/lkj.py	1	20	10
pyro/nn/module.py	pyro/distributions/mixture.py	1	20	8
pyro/nn/module.py	pyro/distributions/multivariate_studentt.py	1	20	5
pyro/nn/module.py	pyro/distributions/omt_mvn.py	1	20	18
pyro/nn/module.py	pyro/distributions/rejector.py	1	20	10
pyro/nn/module.py	pyro/distributions/relaxed_straight_through.py	1	20	8
pyro/nn/module.py	pyro/distributions/score_parts.py	1	20	7
pyro/nn/module.py	pyro/distributions/spanning_tree.py	1	20	7
pyro/nn/module.py	pyro/distributions/stable.py	1	20	9
pyro/nn/module.py	pyro/distributions/testing/__init__.py	1	20	2
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pyro/nn/module.py	pyro/distributions/testing/naive_dirichlet.py	1	20	7
pyro/nn/module.py	pyro/distributions/testing/rejection_exponential.py	1	20	9
pyro/nn/module.py	pyro/distributions/testing/rejection_gamma.py	1	20	19
pyro/nn/module.py	pyro/distributions/torch.py	1	20	40
pyro/nn/module.py	pyro/distributions/torch_distribution.py	1	20	39
pyro/nn/module.py	pyro/distributions/torch_patch.py	1	20	27
pyro/nn/module.py	pyro/distributions/torch_transform.py	1	20	7
pyro/nn/module.py	pyro/distributions/transforms/__init__.py	1	20	30
pyro/nn/module.py	pyro/distributions/transforms/affine_autoregressive.py	1	20	11
pyro/nn/module.py	pyro/distributions/transforms/affine_coupling.py	1	20	13
pyro/nn/module.py	pyro/distributions/transforms/batchnorm.py	1	20	7
pyro/nn/module.py	pyro/distributions/transforms/block_autoregressive.py	1	20	12
pyro/nn/module.py	pyro/distributions/transforms/cholesky.py	1	20	4
pyro/nn/module.py	pyro/distributions/transforms/householder.py	1	20	11
pyro/nn/module.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	20	5
pyro/nn/module.py	pyro/distributions/transforms/neural_autoregressive.py	1	20	10
pyro/nn/module.py	pyro/distributions/transforms/permute.py	1	20	13
pyro/nn/module.py	pyro/distributions/transforms/planar.py	1	20	16
pyro/nn/module.py	pyro/distributions/transforms/polynomial.py	1	20	9
pyro/nn/module.py	pyro/distributions/transforms/radial.py	1	20	15
pyro/nn/module.py	pyro/distributions/transforms/sylvester.py	1	20	12
pyro/nn/module.py	pyro/distributions/transforms/utils.py	1	20	3
pyro/nn/module.py	pyro/distributions/unit.py	1	20	3
pyro/nn/module.py	pyro/distributions/util.py	1	20	62
pyro/nn/module.py	pyro/distributions/von_mises_3d.py	1	20	4
pyro/nn/module.py	pyro/distributions/zero_inflated.py	1	20	8
pyro/nn/module.py	pyro/generic.py	1	20	7
pyro/nn/module.py	pyro/infer/autoguide/__init__.py	1	20	6
pyro/nn/module.py	pyro/infer/autoguide/initialization.py	1	20	7
pyro/nn/module.py	pyro/infer/autoguide/utils.py	1	20	2
pyro/nn/module.py	pyro/infer/csis.py	1	20	5
pyro/nn/module.py	pyro/infer/discrete.py	1	20	11
pyro/nn/module.py	pyro/infer/elbo.py	1	20	27
pyro/nn/module.py	pyro/infer/energy_distance.py	1	20	3
pyro/nn/module.py	pyro/infer/enum.py	1	20	32
pyro/nn/module.py	pyro/infer/importance.py	1	20	33
pyro/nn/module.py	pyro/infer/mcmc/__init__.py	1	20	7
pyro/nn/module.py	pyro/infer/mcmc/adaptation.py	1	20	11
pyro/nn/module.py	pyro/infer/mcmc/api.py	1	20	24
pyro/nn/module.py	pyro/infer/mcmc/hmc.py	1	20	77
pyro/nn/module.py	pyro/infer/mcmc/logger.py	1	20	12
pyro/nn/module.py	pyro/infer/mcmc/mcmc_kernel.py	1	20	5
pyro/nn/module.py	pyro/infer/mcmc/nuts.py	1	20	59
pyro/nn/module.py	pyro/infer/mcmc/util.py	1	20	35
pyro/nn/module.py	pyro/infer/predictive.py	1	20	6
pyro/nn/module.py	pyro/infer/renyi_elbo.py	1	20	14
pyro/nn/module.py	pyro/infer/reparam/__init__.py	1	20	10
pyro/nn/module.py	pyro/infer/reparam/loc_scale.py	1	20	3
pyro/nn/module.py	pyro/infer/reparam/neutra.py	1	20	5
pyro/nn/module.py	pyro/infer/reparam/reparam.py	1	20	3
pyro/nn/module.py	pyro/infer/reparam/stable.py	1	20	8
pyro/nn/module.py	pyro/infer/reparam/transform.py	1	20	2
pyro/nn/module.py	pyro/infer/rws.py	1	20	4
pyro/nn/module.py	pyro/infer/smcfilter.py	1	20	5
pyro/nn/module.py	pyro/infer/svgd.py	1	20	7
pyro/nn/module.py	pyro/infer/svi.py	1	20	28
pyro/nn/module.py	pyro/infer/trace_elbo.py	1	20	59
pyro/nn/module.py	pyro/infer/trace_mean_field_elbo.py	1	20	10
pyro/nn/module.py	pyro/infer/trace_tail_adaptive_elbo.py	1	20	5
pyro/nn/module.py	pyro/infer/traceenum_elbo.py	1	20	64
pyro/nn/module.py	pyro/infer/tracegraph_elbo.py	1	20	70
pyro/nn/module.py	pyro/infer/tracetmc_elbo.py	1	20	5
pyro/nn/module.py	pyro/infer/util.py	1	20	49
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pyro/nn/module.py	pyro/nn/auto_reg_nn.py	1	20	25
pyro/nn/module.py	pyro/nn/dense_nn.py	1	20	6
pyro/ops/arrowhead.py	pyro/infer/mcmc/__init__.py	1	2	7
pyro/ops/arrowhead.py	pyro/infer/mcmc/adaptation.py	1	2	11
pyro/ops/arrowhead.py	pyro/infer/mcmc/hmc.py	1	2	77
pyro/ops/contract.py	examples/air/viz.py	1	21	6
pyro/ops/contract.py	examples/contrib/cevae/synthetic.py	1	21	8
pyro/ops/contract.py	examples/contrib/timeseries/gp_models.py	1	21	10
pyro/ops/contract.py	examples/dmm/util.py	1	21	2
pyro/ops/contract.py	examples/rsa/generics.py	1	21	19
pyro/ops/contract.py	examples/rsa/hyperbole.py	1	21	19
pyro/ops/contract.py	examples/smcfilter.py	1	21	3
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pyro/ops/contract.py	examples/vae/utils/vae_plots.py	1	21	4
pyro/ops/contract.py	profiler/hmm.py	1	21	3
pyro/ops/contract.py	pyro/contrib/autoguide.py	1	21	3
pyro/ops/contract.py	pyro/contrib/cevae/__init__.py	1	21	3
pyro/ops/contract.py	pyro/contrib/examples/bart.py	1	21	6
pyro/ops/contract.py	pyro/contrib/examples/multi_mnist.py	1	21	3
pyro/ops/contract.py	pyro/contrib/oed/__init__.py	1	21	6
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pyro/ops/contract.py	pyro/contrib/oed/glmm/glmm.py	1	21	2
pyro/ops/contract.py	pyro/contrib/timeseries/__init__.py	1	21	9
pyro/ops/contract.py	pyro/contrib/timeseries/base.py	1	21	5
pyro/ops/contract.py	pyro/contrib/timeseries/gp.py	1	21	12
pyro/ops/contract.py	pyro/contrib/timeseries/lgssm.py	1	21	8
pyro/ops/contract.py	pyro/contrib/timeseries/lgssmgp.py	1	21	7
pyro/ops/contract.py	pyro/distributions/constraints.py	1	21	4
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pyro/ops/contract.py	pyro/distributions/kl.py	1	21	3
pyro/ops/contract.py	pyro/distributions/stable.py	1	21	9
pyro/ops/contract.py	pyro/distributions/testing/__init__.py	1	21	2
pyro/ops/contract.py	pyro/distributions/transforms/__init__.py	1	21	30
pyro/ops/contract.py	pyro/distributions/transforms/cholesky.py	1	21	4
pyro/ops/contract.py	pyro/infer/autoguide/__init__.py	1	21	6
pyro/ops/contract.py	pyro/infer/autoguide/guides.py	1	21	18
pyro/ops/contract.py	pyro/infer/autoguide/utils.py	1	21	2
pyro/ops/contract.py	pyro/infer/energy_distance.py	1	21	3
pyro/ops/contract.py	pyro/infer/mcmc/__init__.py	1	21	7
pyro/ops/contract.py	pyro/infer/predictive.py	1	21	6
pyro/ops/contract.py	pyro/infer/reparam/__init__.py	1	21	10
pyro/ops/contract.py	pyro/infer/reparam/loc_scale.py	1	21	3
pyro/ops/contract.py	pyro/infer/reparam/neutra.py	1	21	5
pyro/ops/contract.py	pyro/infer/reparam/reparam.py	1	21	3
pyro/ops/contract.py	pyro/infer/reparam/stable.py	1	21	8
pyro/ops/contract.py	pyro/infer/reparam/transform.py	1	21	2
pyro/ops/contract.py	pyro/infer/smcfilter.py	1	21	5
pyro/ops/contract.py	pyro/infer/tracetmc_elbo.py	1	21	5
pyro/ops/contract.py	pyro/nn/module.py	1	21	20
pyro/ops/dual_averaging.py	examples/air/viz.py	1	7	6
pyro/ops/dual_averaging.py	examples/contrib/cevae/synthetic.py	1	7	8
pyro/ops/dual_averaging.py	examples/contrib/oed/gp_bayes_opt.py	1	7	9
pyro/ops/dual_averaging.py	examples/contrib/timeseries/gp_models.py	1	7	10
pyro/ops/dual_averaging.py	examples/dmm/polyphonic_data_loader.py	1	7	16
pyro/ops/dual_averaging.py	examples/dmm/util.py	1	7	2
pyro/ops/dual_averaging.py	examples/rsa/generics.py	1	7	19
pyro/ops/dual_averaging.py	examples/rsa/hyperbole.py	1	7	19
pyro/ops/dual_averaging.py	examples/smcfilter.py	1	7	3
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pyro/ops/dual_averaging.py	examples/vae/utils/vae_plots.py	1	7	4
pyro/ops/dual_averaging.py	profiler/hmm.py	1	7	3
pyro/ops/dual_averaging.py	pyro/contrib/autoguide.py	1	7	3
pyro/ops/dual_averaging.py	pyro/contrib/cevae/__init__.py	1	7	3
pyro/ops/dual_averaging.py	pyro/contrib/examples/bart.py	1	7	6
pyro/ops/dual_averaging.py	pyro/contrib/examples/multi_mnist.py	1	7	3
pyro/ops/dual_averaging.py	pyro/contrib/oed/__init__.py	1	7	6
pyro/ops/dual_averaging.py	pyro/contrib/oed/glmm/__init__.py	1	7	2
pyro/ops/dual_averaging.py	pyro/contrib/oed/glmm/glmm.py	1	7	2
pyro/ops/dual_averaging.py	pyro/contrib/timeseries/__init__.py	1	7	9
pyro/ops/dual_averaging.py	pyro/contrib/timeseries/base.py	1	7	5
pyro/ops/dual_averaging.py	pyro/contrib/timeseries/gp.py	1	7	12
pyro/ops/dual_averaging.py	pyro/contrib/timeseries/lgssm.py	1	7	8
pyro/ops/dual_averaging.py	pyro/contrib/timeseries/lgssmgp.py	1	7	7
pyro/ops/dual_averaging.py	pyro/distributions/constraints.py	1	7	4
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pyro/ops/dual_averaging.py	pyro/distributions/kl.py	1	7	3
pyro/ops/dual_averaging.py	pyro/distributions/stable.py	1	7	9
pyro/ops/dual_averaging.py	pyro/distributions/testing/__init__.py	1	7	2
pyro/ops/dual_averaging.py	pyro/distributions/transforms/__init__.py	1	7	30
pyro/ops/dual_averaging.py	pyro/distributions/transforms/cholesky.py	1	7	4
pyro/ops/dual_averaging.py	pyro/infer/autoguide/__init__.py	1	7	6
pyro/ops/dual_averaging.py	pyro/infer/autoguide/guides.py	1	7	18
pyro/ops/dual_averaging.py	pyro/infer/autoguide/utils.py	1	7	2
pyro/ops/dual_averaging.py	pyro/infer/energy_distance.py	1	7	3
pyro/ops/dual_averaging.py	pyro/infer/mcmc/__init__.py	1	7	7
pyro/ops/dual_averaging.py	pyro/infer/predictive.py	1	7	6
pyro/ops/dual_averaging.py	pyro/infer/reparam/__init__.py	1	7	10
pyro/ops/dual_averaging.py	pyro/infer/reparam/loc_scale.py	1	7	3
pyro/ops/dual_averaging.py	pyro/infer/reparam/neutra.py	1	7	5
pyro/ops/dual_averaging.py	pyro/infer/reparam/reparam.py	1	7	3
pyro/ops/dual_averaging.py	pyro/infer/reparam/stable.py	1	7	8
pyro/ops/dual_averaging.py	pyro/infer/reparam/transform.py	1	7	2
pyro/ops/dual_averaging.py	pyro/infer/smcfilter.py	1	7	5
pyro/ops/dual_averaging.py	pyro/infer/tracetmc_elbo.py	1	7	5
pyro/ops/dual_averaging.py	pyro/nn/module.py	1	7	20
pyro/ops/einsum/__init__.py	examples/air/air.py	1	13	36
pyro/ops/einsum/__init__.py	examples/air/modules.py	1	13	6
pyro/ops/einsum/__init__.py	examples/air/viz.py	1	13	6
pyro/ops/einsum/__init__.py	examples/contrib/cevae/synthetic.py	1	13	8
pyro/ops/einsum/__init__.py	examples/contrib/oed/gp_bayes_opt.py	1	13	9
pyro/ops/einsum/__init__.py	examples/contrib/timeseries/gp_models.py	1	13	10
pyro/ops/einsum/__init__.py	examples/dmm/util.py	1	13	2
pyro/ops/einsum/__init__.py	examples/rsa/generics.py	1	13	19
pyro/ops/einsum/__init__.py	examples/rsa/hyperbole.py	1	13	19
pyro/ops/einsum/__init__.py	examples/rsa/semantic_parsing.py	1	13	20
pyro/ops/einsum/__init__.py	examples/smcfilter.py	1	13	3
pyro/ops/einsum/__init__.py	examples/sparse_regression.py	1	13	18
pyro/ops/einsum/__init__.py	examples/vae/ss_vae_M2.py	1	13	34
pyro/ops/einsum/__init__.py	examples/vae/utils/custom_mlp.py	1	13	6
pyro/ops/einsum/__init__.py	examples/vae/utils/mnist_cached.py	1	13	9
pyro/ops/einsum/__init__.py	examples/vae/utils/vae_plots.py	1	13	4
pyro/ops/einsum/__init__.py	examples/vae/vae.py	1	13	29
pyro/ops/einsum/__init__.py	examples/vae/vae_comparison.py	1	13	29
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pyro/ops/einsum/adjoint.py	pyro/contrib/oed/glmm/glmm.py	1	7	2
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pyro/ops/einsum/adjoint.py	pyro/contrib/timeseries/gp.py	1	7	12
pyro/ops/einsum/adjoint.py	pyro/contrib/timeseries/lgssm.py	1	7	8
pyro/ops/einsum/adjoint.py	pyro/contrib/timeseries/lgssmgp.py	1	7	7
pyro/ops/einsum/adjoint.py	pyro/contrib/tracking/extended_kalman_filter.py	1	7	8
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pyro/ops/einsum/adjoint.py	pyro/distributions/multivariate_studentt.py	1	7	5
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pyro/ops/einsum/adjoint.py	pyro/distributions/transforms/batchnorm.py	1	7	7
pyro/ops/einsum/adjoint.py	pyro/distributions/transforms/cholesky.py	1	7	4
pyro/ops/einsum/adjoint.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	7	5
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pyro/ops/einsum/adjoint.py	pyro/distributions/zero_inflated.py	1	7	8
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pyro/ops/einsum/adjoint.py	pyro/infer/autoguide/initialization.py	1	7	7
pyro/ops/einsum/adjoint.py	pyro/infer/autoguide/utils.py	1	7	2
pyro/ops/einsum/adjoint.py	pyro/infer/energy_distance.py	1	7	3
pyro/ops/einsum/adjoint.py	pyro/infer/mcmc/__init__.py	1	7	7
pyro/ops/einsum/adjoint.py	pyro/infer/mcmc/adaptation.py	1	7	11
pyro/ops/einsum/adjoint.py	pyro/infer/mcmc/logger.py	1	7	12
pyro/ops/einsum/adjoint.py	pyro/infer/predictive.py	1	7	6
pyro/ops/einsum/adjoint.py	pyro/infer/reparam/__init__.py	1	7	10
pyro/ops/einsum/adjoint.py	pyro/infer/reparam/loc_scale.py	1	7	3
pyro/ops/einsum/adjoint.py	pyro/infer/reparam/neutra.py	1	7	5
pyro/ops/einsum/adjoint.py	pyro/infer/reparam/reparam.py	1	7	3
pyro/ops/einsum/adjoint.py	pyro/infer/reparam/stable.py	1	7	8
pyro/ops/einsum/adjoint.py	pyro/infer/reparam/transform.py	1	7	2
pyro/ops/einsum/adjoint.py	pyro/infer/rws.py	1	7	4
pyro/ops/einsum/adjoint.py	pyro/infer/smcfilter.py	1	7	5
pyro/ops/einsum/adjoint.py	pyro/infer/svgd.py	1	7	7
pyro/ops/einsum/adjoint.py	pyro/infer/tracetmc_elbo.py	1	7	5
pyro/ops/einsum/adjoint.py	pyro/nn/module.py	1	7	20
pyro/ops/einsum/torch_log.py	examples/sir_hmc.py	1	11	11
pyro/ops/einsum/torch_log.py	pyro/contrib/epidemiology/compartmental.py	1	11	33
pyro/ops/einsum/torch_log.py	pyro/contrib/epidemiology/distributions.py	1	11	9
pyro/ops/einsum/torch_log.py	pyro/contrib/epidemiology/util.py	1	11	8
pyro/ops/einsum/torch_log.py	pyro/distributions/coalescent.py	1	11	4
pyro/ops/einsum/torch_log.py	pyro/distributions/extended.py	1	11	3
pyro/ops/einsum/torch_log.py	examples/air/air.py	1	11	36
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pyro/ops/einsum/torch_log.py	examples/contrib/cevae/synthetic.py	1	11	8
pyro/ops/einsum/torch_log.py	examples/contrib/oed/gp_bayes_opt.py	1	11	9
pyro/ops/einsum/torch_log.py	examples/contrib/timeseries/gp_models.py	1	11	10
pyro/ops/einsum/torch_log.py	examples/dmm/dmm.py	1	11	56
pyro/ops/einsum/torch_log.py	examples/dmm/polyphonic_data_loader.py	1	11	16
pyro/ops/einsum/torch_log.py	examples/dmm/util.py	1	11	2
pyro/ops/einsum/torch_log.py	examples/rsa/generics.py	1	11	19
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pyro/ops/einsum/torch_log.py	examples/vae/utils/custom_mlp.py	1	11	6
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pyro/ops/einsum/torch_log.py	examples/vae/utils/vae_plots.py	1	11	4
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pyro/ops/einsum/torch_log.py	pyro/contrib/autoguide.py	1	11	3
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pyro/ops/einsum/torch_log.py	pyro/contrib/cevae/__init__.py	1	11	3
pyro/ops/einsum/torch_log.py	pyro/contrib/conjugate/infer.py	1	11	4
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pyro/ops/einsum/torch_log.py	pyro/contrib/oed/glmm/__init__.py	1	11	2
pyro/ops/einsum/torch_log.py	pyro/contrib/oed/glmm/glmm.py	1	11	2
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pyro/ops/einsum/torch_log.py	pyro/contrib/timeseries/lgssm.py	1	11	8
pyro/ops/einsum/torch_log.py	pyro/contrib/timeseries/lgssmgp.py	1	11	7
pyro/ops/einsum/torch_log.py	pyro/contrib/tracking/dynamic_models.py	1	11	7
pyro/ops/einsum/torch_log.py	pyro/contrib/tracking/extended_kalman_filter.py	1	11	8
pyro/ops/einsum/torch_log.py	pyro/contrib/tracking/measurements.py	1	11	5
pyro/ops/einsum/torch_log.py	pyro/distributions/conditional.py	1	11	5
pyro/ops/einsum/torch_log.py	pyro/distributions/constraints.py	1	11	4
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pyro/ops/einsum/torch_log.py	pyro/distributions/kl.py	1	11	3
pyro/ops/einsum/torch_log.py	pyro/distributions/multivariate_studentt.py	1	11	5
pyro/ops/einsum/torch_log.py	pyro/distributions/stable.py	1	11	9
pyro/ops/einsum/torch_log.py	pyro/distributions/testing/__init__.py	1	11	2
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pyro/ops/einsum/torch_log.py	pyro/distributions/transforms/affine_autoregressive.py	1	11	11
pyro/ops/einsum/torch_log.py	pyro/distributions/transforms/batchnorm.py	1	11	7
pyro/ops/einsum/torch_log.py	pyro/distributions/transforms/cholesky.py	1	11	4
pyro/ops/einsum/torch_log.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	11	5
pyro/ops/einsum/torch_log.py	pyro/distributions/transforms/neural_autoregressive.py	1	11	10
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pyro/ops/einsum/torch_log.py	pyro/distributions/zero_inflated.py	1	11	8
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pyro/ops/einsum/torch_log.py	pyro/infer/autoguide/utils.py	1	11	2
pyro/ops/einsum/torch_log.py	pyro/infer/energy_distance.py	1	11	3
pyro/ops/einsum/torch_log.py	pyro/infer/mcmc/__init__.py	1	11	7
pyro/ops/einsum/torch_log.py	pyro/infer/mcmc/adaptation.py	1	11	11
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pyro/ops/einsum/torch_log.py	pyro/infer/mcmc/util.py	1	11	35
pyro/ops/einsum/torch_log.py	pyro/infer/predictive.py	1	11	6
pyro/ops/einsum/torch_log.py	pyro/infer/reparam/__init__.py	1	11	10
pyro/ops/einsum/torch_log.py	pyro/infer/reparam/loc_scale.py	1	11	3
pyro/ops/einsum/torch_log.py	pyro/infer/reparam/neutra.py	1	11	5
pyro/ops/einsum/torch_log.py	pyro/infer/reparam/reparam.py	1	11	3
pyro/ops/einsum/torch_log.py	pyro/infer/reparam/stable.py	1	11	8
pyro/ops/einsum/torch_log.py	pyro/infer/reparam/transform.py	1	11	2
pyro/ops/einsum/torch_log.py	pyro/infer/rws.py	1	11	4
pyro/ops/einsum/torch_log.py	pyro/infer/smcfilter.py	1	11	5
pyro/ops/einsum/torch_log.py	pyro/infer/svgd.py	1	11	7
pyro/ops/einsum/torch_log.py	pyro/infer/tracetmc_elbo.py	1	11	5
pyro/ops/einsum/torch_log.py	pyro/nn/module.py	1	11	20
pyro/ops/einsum/torch_map.py	examples/air/air.py	1	5	36
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pyro/ops/einsum/torch_map.py	examples/air/viz.py	1	5	6
pyro/ops/einsum/torch_map.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/ops/einsum/torch_map.py	examples/contrib/oed/gp_bayes_opt.py	1	5	9
pyro/ops/einsum/torch_map.py	examples/contrib/timeseries/gp_models.py	1	5	10
pyro/ops/einsum/torch_map.py	examples/dmm/dmm.py	1	5	56
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pyro/ops/einsum/torch_map.py	examples/rsa/generics.py	1	5	19
pyro/ops/einsum/torch_map.py	examples/rsa/hyperbole.py	1	5	19
pyro/ops/einsum/torch_map.py	examples/rsa/semantic_parsing.py	1	5	20
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pyro/ops/einsum/torch_map.py	examples/vae/ss_vae_M2.py	1	5	34
pyro/ops/einsum/torch_map.py	examples/vae/utils/custom_mlp.py	1	5	6
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pyro/ops/einsum/torch_map.py	pyro/contrib/autoname/scoping.py	1	5	6
pyro/ops/einsum/torch_map.py	pyro/contrib/cevae/__init__.py	1	5	3
pyro/ops/einsum/torch_map.py	pyro/contrib/conjugate/infer.py	1	5	4
pyro/ops/einsum/torch_map.py	pyro/contrib/examples/bart.py	1	5	6
pyro/ops/einsum/torch_map.py	pyro/contrib/examples/multi_mnist.py	1	5	3
pyro/ops/einsum/torch_map.py	pyro/contrib/oed/__init__.py	1	5	6
pyro/ops/einsum/torch_map.py	pyro/contrib/oed/glmm/__init__.py	1	5	2
pyro/ops/einsum/torch_map.py	pyro/contrib/oed/glmm/glmm.py	1	5	2
pyro/ops/einsum/torch_map.py	pyro/contrib/oed/glmm/guides.py	1	5	3
pyro/ops/einsum/torch_map.py	pyro/contrib/timeseries/__init__.py	1	5	9
pyro/ops/einsum/torch_map.py	pyro/contrib/timeseries/base.py	1	5	5
pyro/ops/einsum/torch_map.py	pyro/contrib/timeseries/gp.py	1	5	12
pyro/ops/einsum/torch_map.py	pyro/contrib/timeseries/lgssm.py	1	5	8
pyro/ops/einsum/torch_map.py	pyro/contrib/timeseries/lgssmgp.py	1	5	7
pyro/ops/einsum/torch_map.py	pyro/contrib/tracking/extended_kalman_filter.py	1	5	8
pyro/ops/einsum/torch_map.py	pyro/distributions/conditional.py	1	5	5
pyro/ops/einsum/torch_map.py	pyro/distributions/constraints.py	1	5	4
pyro/ops/einsum/torch_map.py	pyro/distributions/folded.py	1	5	2
pyro/ops/einsum/torch_map.py	pyro/distributions/kl.py	1	5	3
pyro/ops/einsum/torch_map.py	pyro/distributions/multivariate_studentt.py	1	5	5
pyro/ops/einsum/torch_map.py	pyro/distributions/stable.py	1	5	9
pyro/ops/einsum/torch_map.py	pyro/distributions/testing/__init__.py	1	5	2
pyro/ops/einsum/torch_map.py	pyro/distributions/transforms/__init__.py	1	5	30
pyro/ops/einsum/torch_map.py	pyro/distributions/transforms/affine_autoregressive.py	1	5	11
pyro/ops/einsum/torch_map.py	pyro/distributions/transforms/batchnorm.py	1	5	7
pyro/ops/einsum/torch_map.py	pyro/distributions/transforms/cholesky.py	1	5	4
pyro/ops/einsum/torch_map.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	5	5
pyro/ops/einsum/torch_map.py	pyro/distributions/transforms/neural_autoregressive.py	1	5	10
pyro/ops/einsum/torch_map.py	pyro/distributions/unit.py	1	5	3
pyro/ops/einsum/torch_map.py	pyro/distributions/zero_inflated.py	1	5	8
pyro/ops/einsum/torch_map.py	pyro/infer/autoguide/__init__.py	1	5	6
pyro/ops/einsum/torch_map.py	pyro/infer/autoguide/guides.py	1	5	18
pyro/ops/einsum/torch_map.py	pyro/infer/autoguide/initialization.py	1	5	7
pyro/ops/einsum/torch_map.py	pyro/infer/autoguide/utils.py	1	5	2
pyro/ops/einsum/torch_map.py	pyro/infer/energy_distance.py	1	5	3
pyro/ops/einsum/torch_map.py	pyro/infer/mcmc/__init__.py	1	5	7
pyro/ops/einsum/torch_map.py	pyro/infer/mcmc/adaptation.py	1	5	11
pyro/ops/einsum/torch_map.py	pyro/infer/mcmc/logger.py	1	5	12
pyro/ops/einsum/torch_map.py	pyro/infer/mcmc/util.py	1	5	35
pyro/ops/einsum/torch_map.py	pyro/infer/predictive.py	1	5	6
pyro/ops/einsum/torch_map.py	pyro/infer/reparam/__init__.py	1	5	10
pyro/ops/einsum/torch_map.py	pyro/infer/reparam/loc_scale.py	1	5	3
pyro/ops/einsum/torch_map.py	pyro/infer/reparam/neutra.py	1	5	5
pyro/ops/einsum/torch_map.py	pyro/infer/reparam/reparam.py	1	5	3
pyro/ops/einsum/torch_map.py	pyro/infer/reparam/stable.py	1	5	8
pyro/ops/einsum/torch_map.py	pyro/infer/reparam/transform.py	1	5	2
pyro/ops/einsum/torch_map.py	pyro/infer/rws.py	1	5	4
pyro/ops/einsum/torch_map.py	pyro/infer/smcfilter.py	1	5	5
pyro/ops/einsum/torch_map.py	pyro/infer/svgd.py	1	5	7
pyro/ops/einsum/torch_map.py	pyro/infer/tracetmc_elbo.py	1	5	5
pyro/ops/einsum/torch_map.py	pyro/nn/module.py	1	5	20
pyro/ops/einsum/torch_marginal.py	examples/air/air.py	1	5	36
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pyro/ops/einsum/torch_marginal.py	examples/air/viz.py	1	5	6
pyro/ops/einsum/torch_marginal.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/ops/einsum/torch_marginal.py	examples/contrib/oed/gp_bayes_opt.py	1	5	9
pyro/ops/einsum/torch_marginal.py	examples/contrib/timeseries/gp_models.py	1	5	10
pyro/ops/einsum/torch_marginal.py	examples/dmm/dmm.py	1	5	56
pyro/ops/einsum/torch_marginal.py	examples/dmm/polyphonic_data_loader.py	1	5	16
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pyro/ops/einsum/torch_marginal.py	examples/rsa/generics.py	1	5	19
pyro/ops/einsum/torch_marginal.py	examples/rsa/hyperbole.py	1	5	19
pyro/ops/einsum/torch_marginal.py	examples/rsa/semantic_parsing.py	1	5	20
pyro/ops/einsum/torch_marginal.py	examples/smcfilter.py	1	5	3
pyro/ops/einsum/torch_marginal.py	examples/sparse_regression.py	1	5	18
pyro/ops/einsum/torch_marginal.py	examples/vae/ss_vae_M2.py	1	5	34
pyro/ops/einsum/torch_marginal.py	examples/vae/utils/custom_mlp.py	1	5	6
pyro/ops/einsum/torch_marginal.py	examples/vae/utils/mnist_cached.py	1	5	9
pyro/ops/einsum/torch_marginal.py	examples/vae/utils/vae_plots.py	1	5	4
pyro/ops/einsum/torch_marginal.py	examples/vae/vae.py	1	5	29
pyro/ops/einsum/torch_marginal.py	examples/vae/vae_comparison.py	1	5	29
pyro/ops/einsum/torch_marginal.py	profiler/hmm.py	1	5	3
pyro/ops/einsum/torch_marginal.py	pyro/contrib/autoguide.py	1	5	3
pyro/ops/einsum/torch_marginal.py	pyro/contrib/autoname/scoping.py	1	5	6
pyro/ops/einsum/torch_marginal.py	pyro/contrib/cevae/__init__.py	1	5	3
pyro/ops/einsum/torch_marginal.py	pyro/contrib/conjugate/infer.py	1	5	4
pyro/ops/einsum/torch_marginal.py	pyro/contrib/examples/bart.py	1	5	6
pyro/ops/einsum/torch_marginal.py	pyro/contrib/examples/multi_mnist.py	1	5	3
pyro/ops/einsum/torch_marginal.py	pyro/contrib/oed/__init__.py	1	5	6
pyro/ops/einsum/torch_marginal.py	pyro/contrib/oed/glmm/__init__.py	1	5	2
pyro/ops/einsum/torch_marginal.py	pyro/contrib/oed/glmm/glmm.py	1	5	2
pyro/ops/einsum/torch_marginal.py	pyro/contrib/oed/glmm/guides.py	1	5	3
pyro/ops/einsum/torch_marginal.py	pyro/contrib/oed/search.py	1	5	4
pyro/ops/einsum/torch_marginal.py	pyro/contrib/timeseries/__init__.py	1	5	9
pyro/ops/einsum/torch_marginal.py	pyro/contrib/timeseries/base.py	1	5	5
pyro/ops/einsum/torch_marginal.py	pyro/contrib/timeseries/gp.py	1	5	12
pyro/ops/einsum/torch_marginal.py	pyro/contrib/timeseries/lgssm.py	1	5	8
pyro/ops/einsum/torch_marginal.py	pyro/contrib/timeseries/lgssmgp.py	1	5	7
pyro/ops/einsum/torch_marginal.py	pyro/contrib/tracking/dynamic_models.py	1	5	7
pyro/ops/einsum/torch_marginal.py	pyro/contrib/tracking/extended_kalman_filter.py	1	5	8
pyro/ops/einsum/torch_marginal.py	pyro/contrib/tracking/measurements.py	1	5	5
pyro/ops/einsum/torch_marginal.py	pyro/distributions/conditional.py	1	5	5
pyro/ops/einsum/torch_marginal.py	pyro/distributions/constraints.py	1	5	4
pyro/ops/einsum/torch_marginal.py	pyro/distributions/folded.py	1	5	2
pyro/ops/einsum/torch_marginal.py	pyro/distributions/kl.py	1	5	3
pyro/ops/einsum/torch_marginal.py	pyro/distributions/multivariate_studentt.py	1	5	5
pyro/ops/einsum/torch_marginal.py	pyro/distributions/stable.py	1	5	9
pyro/ops/einsum/torch_marginal.py	pyro/distributions/testing/__init__.py	1	5	2
pyro/ops/einsum/torch_marginal.py	pyro/distributions/transforms/__init__.py	1	5	30
pyro/ops/einsum/torch_marginal.py	pyro/distributions/transforms/affine_autoregressive.py	1	5	11
pyro/ops/einsum/torch_marginal.py	pyro/distributions/transforms/batchnorm.py	1	5	7
pyro/ops/einsum/torch_marginal.py	pyro/distributions/transforms/cholesky.py	1	5	4
pyro/ops/einsum/torch_marginal.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	5	5
pyro/ops/einsum/torch_marginal.py	pyro/distributions/transforms/neural_autoregressive.py	1	5	10
pyro/ops/einsum/torch_marginal.py	pyro/distributions/unit.py	1	5	3
pyro/ops/einsum/torch_marginal.py	pyro/distributions/zero_inflated.py	1	5	8
pyro/ops/einsum/torch_marginal.py	pyro/infer/autoguide/__init__.py	1	5	6
pyro/ops/einsum/torch_marginal.py	pyro/infer/autoguide/guides.py	1	5	18
pyro/ops/einsum/torch_marginal.py	pyro/infer/autoguide/initialization.py	1	5	7
pyro/ops/einsum/torch_marginal.py	pyro/infer/autoguide/utils.py	1	5	2
pyro/ops/einsum/torch_marginal.py	pyro/infer/energy_distance.py	1	5	3
pyro/ops/einsum/torch_marginal.py	pyro/infer/mcmc/__init__.py	1	5	7
pyro/ops/einsum/torch_marginal.py	pyro/infer/mcmc/adaptation.py	1	5	11
pyro/ops/einsum/torch_marginal.py	pyro/infer/mcmc/logger.py	1	5	12
pyro/ops/einsum/torch_marginal.py	pyro/infer/mcmc/util.py	1	5	35
pyro/ops/einsum/torch_marginal.py	pyro/infer/predictive.py	1	5	6
pyro/ops/einsum/torch_marginal.py	pyro/infer/reparam/__init__.py	1	5	10
pyro/ops/einsum/torch_marginal.py	pyro/infer/reparam/loc_scale.py	1	5	3
pyro/ops/einsum/torch_marginal.py	pyro/infer/reparam/neutra.py	1	5	5
pyro/ops/einsum/torch_marginal.py	pyro/infer/reparam/reparam.py	1	5	3
pyro/ops/einsum/torch_marginal.py	pyro/infer/reparam/stable.py	1	5	8
pyro/ops/einsum/torch_marginal.py	pyro/infer/reparam/transform.py	1	5	2
pyro/ops/einsum/torch_marginal.py	pyro/infer/rws.py	1	5	4
pyro/ops/einsum/torch_marginal.py	pyro/infer/smcfilter.py	1	5	5
pyro/ops/einsum/torch_marginal.py	pyro/infer/svgd.py	1	5	7
pyro/ops/einsum/torch_marginal.py	pyro/infer/tracetmc_elbo.py	1	5	5
pyro/ops/einsum/torch_marginal.py	pyro/nn/module.py	1	5	20
pyro/ops/einsum/torch_sample.py	examples/air/air.py	1	5	36
pyro/ops/einsum/torch_sample.py	examples/air/modules.py	1	5	6
pyro/ops/einsum/torch_sample.py	examples/air/viz.py	1	5	6
pyro/ops/einsum/torch_sample.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/ops/einsum/torch_sample.py	examples/contrib/oed/gp_bayes_opt.py	1	5	9
pyro/ops/einsum/torch_sample.py	examples/contrib/timeseries/gp_models.py	1	5	10
pyro/ops/einsum/torch_sample.py	examples/dmm/dmm.py	1	5	56
pyro/ops/einsum/torch_sample.py	examples/dmm/util.py	1	5	2
pyro/ops/einsum/torch_sample.py	examples/rsa/generics.py	1	5	19
pyro/ops/einsum/torch_sample.py	examples/rsa/hyperbole.py	1	5	19
pyro/ops/einsum/torch_sample.py	examples/rsa/semantic_parsing.py	1	5	20
pyro/ops/einsum/torch_sample.py	examples/smcfilter.py	1	5	3
pyro/ops/einsum/torch_sample.py	examples/sparse_regression.py	1	5	18
pyro/ops/einsum/torch_sample.py	examples/vae/ss_vae_M2.py	1	5	34
pyro/ops/einsum/torch_sample.py	examples/vae/utils/custom_mlp.py	1	5	6
pyro/ops/einsum/torch_sample.py	examples/vae/utils/mnist_cached.py	1	5	9
pyro/ops/einsum/torch_sample.py	examples/vae/utils/vae_plots.py	1	5	4
pyro/ops/einsum/torch_sample.py	examples/vae/vae.py	1	5	29
pyro/ops/einsum/torch_sample.py	profiler/hmm.py	1	5	3
pyro/ops/einsum/torch_sample.py	pyro/contrib/autoguide.py	1	5	3
pyro/ops/einsum/torch_sample.py	pyro/contrib/autoname/scoping.py	1	5	6
pyro/ops/einsum/torch_sample.py	pyro/contrib/cevae/__init__.py	1	5	3
pyro/ops/einsum/torch_sample.py	pyro/contrib/conjugate/infer.py	1	5	4
pyro/ops/einsum/torch_sample.py	pyro/contrib/examples/bart.py	1	5	6
pyro/ops/einsum/torch_sample.py	pyro/contrib/examples/multi_mnist.py	1	5	3
pyro/ops/einsum/torch_sample.py	pyro/contrib/oed/__init__.py	1	5	6
pyro/ops/einsum/torch_sample.py	pyro/contrib/oed/glmm/__init__.py	1	5	2
pyro/ops/einsum/torch_sample.py	pyro/contrib/oed/glmm/glmm.py	1	5	2
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pyro/ops/einsum/torch_sample.py	pyro/contrib/timeseries/__init__.py	1	5	9
pyro/ops/einsum/torch_sample.py	pyro/contrib/timeseries/base.py	1	5	5
pyro/ops/einsum/torch_sample.py	pyro/contrib/timeseries/gp.py	1	5	12
pyro/ops/einsum/torch_sample.py	pyro/contrib/timeseries/lgssm.py	1	5	8
pyro/ops/einsum/torch_sample.py	pyro/contrib/timeseries/lgssmgp.py	1	5	7
pyro/ops/einsum/torch_sample.py	pyro/contrib/tracking/extended_kalman_filter.py	1	5	8
pyro/ops/einsum/torch_sample.py	pyro/distributions/conditional.py	1	5	5
pyro/ops/einsum/torch_sample.py	pyro/distributions/constraints.py	1	5	4
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pyro/ops/einsum/torch_sample.py	pyro/distributions/kl.py	1	5	3
pyro/ops/einsum/torch_sample.py	pyro/distributions/multivariate_studentt.py	1	5	5
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pyro/ops/einsum/torch_sample.py	pyro/distributions/transforms/__init__.py	1	5	30
pyro/ops/einsum/torch_sample.py	pyro/distributions/transforms/affine_autoregressive.py	1	5	11
pyro/ops/einsum/torch_sample.py	pyro/distributions/transforms/batchnorm.py	1	5	7
pyro/ops/einsum/torch_sample.py	pyro/distributions/transforms/cholesky.py	1	5	4
pyro/ops/einsum/torch_sample.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	5	5
pyro/ops/einsum/torch_sample.py	pyro/distributions/transforms/neural_autoregressive.py	1	5	10
pyro/ops/einsum/torch_sample.py	pyro/distributions/unit.py	1	5	3
pyro/ops/einsum/torch_sample.py	pyro/distributions/zero_inflated.py	1	5	8
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pyro/ops/einsum/torch_sample.py	pyro/infer/energy_distance.py	1	5	3
pyro/ops/einsum/torch_sample.py	pyro/infer/mcmc/__init__.py	1	5	7
pyro/ops/einsum/torch_sample.py	pyro/infer/mcmc/adaptation.py	1	5	11
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pyro/ops/einsum/torch_sample.py	pyro/infer/mcmc/util.py	1	5	35
pyro/ops/einsum/torch_sample.py	pyro/infer/predictive.py	1	5	6
pyro/ops/einsum/torch_sample.py	pyro/infer/reparam/__init__.py	1	5	10
pyro/ops/einsum/torch_sample.py	pyro/infer/reparam/loc_scale.py	1	5	3
pyro/ops/einsum/torch_sample.py	pyro/infer/reparam/neutra.py	1	5	5
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pyro/ops/einsum/torch_sample.py	pyro/infer/rws.py	1	5	4
pyro/ops/einsum/torch_sample.py	pyro/infer/smcfilter.py	1	5	5
pyro/ops/einsum/torch_sample.py	pyro/infer/svgd.py	1	5	7
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pyro/ops/einsum/util.py	examples/vae/utils/vae_plots.py	1	4	4
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pyro/ops/einsum/util.py	pyro/contrib/oed/glmm/glmm.py	1	4	2
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pyro/ops/einsum/util.py	pyro/contrib/timeseries/gp.py	1	4	12
pyro/ops/einsum/util.py	pyro/contrib/timeseries/lgssm.py	1	4	8
pyro/ops/einsum/util.py	pyro/contrib/timeseries/lgssmgp.py	1	4	7
pyro/ops/einsum/util.py	pyro/distributions/constraints.py	1	4	4
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pyro/ops/einsum/util.py	pyro/distributions/kl.py	1	4	3
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pyro/ops/einsum/util.py	pyro/distributions/transforms/__init__.py	1	4	30
pyro/ops/einsum/util.py	pyro/distributions/transforms/cholesky.py	1	4	4
pyro/ops/einsum/util.py	pyro/infer/autoguide/__init__.py	1	4	6
pyro/ops/einsum/util.py	pyro/infer/autoguide/guides.py	1	4	18
pyro/ops/einsum/util.py	pyro/infer/autoguide/utils.py	1	4	2
pyro/ops/einsum/util.py	pyro/infer/energy_distance.py	1	4	3
pyro/ops/einsum/util.py	pyro/infer/mcmc/__init__.py	1	4	7
pyro/ops/einsum/util.py	pyro/infer/predictive.py	1	4	6
pyro/ops/einsum/util.py	pyro/infer/reparam/__init__.py	1	4	10
pyro/ops/einsum/util.py	pyro/infer/reparam/loc_scale.py	1	4	3
pyro/ops/einsum/util.py	pyro/infer/reparam/neutra.py	1	4	5
pyro/ops/einsum/util.py	pyro/infer/reparam/reparam.py	1	4	3
pyro/ops/einsum/util.py	pyro/infer/reparam/stable.py	1	4	8
pyro/ops/einsum/util.py	pyro/infer/reparam/transform.py	1	4	2
pyro/ops/einsum/util.py	pyro/infer/smcfilter.py	1	4	5
pyro/ops/einsum/util.py	pyro/infer/tracetmc_elbo.py	1	4	5
pyro/ops/einsum/util.py	pyro/nn/module.py	1	4	20
pyro/ops/gamma_gaussian.py	examples/air/air.py	1	5	36
pyro/ops/gamma_gaussian.py	examples/air/main.py	1	5	37
pyro/ops/gamma_gaussian.py	examples/air/modules.py	1	5	6
pyro/ops/gamma_gaussian.py	examples/air/viz.py	1	5	6
pyro/ops/gamma_gaussian.py	examples/baseball.py	1	5	46
pyro/ops/gamma_gaussian.py	examples/capture_recapture/cjs.py	1	5	9
pyro/ops/gamma_gaussian.py	examples/contrib/autoname/mixture.py	1	5	22
pyro/ops/gamma_gaussian.py	examples/contrib/autoname/scoping_mixture.py	1	5	22
pyro/ops/gamma_gaussian.py	examples/contrib/autoname/tree_data.py	1	5	21
pyro/ops/gamma_gaussian.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/ops/gamma_gaussian.py	examples/contrib/gp/sv-dkl.py	1	5	34
pyro/ops/gamma_gaussian.py	examples/contrib/oed/gp_bayes_opt.py	1	5	9
pyro/ops/gamma_gaussian.py	examples/contrib/timeseries/gp_models.py	1	5	10
pyro/ops/gamma_gaussian.py	examples/dmm/dmm.py	1	5	56
pyro/ops/gamma_gaussian.py	examples/dmm/polyphonic_data_loader.py	1	5	16
pyro/ops/gamma_gaussian.py	examples/dmm/util.py	1	5	2
pyro/ops/gamma_gaussian.py	examples/eight_schools/data.py	1	5	3
pyro/ops/gamma_gaussian.py	examples/eight_schools/mcmc.py	1	5	29
pyro/ops/gamma_gaussian.py	examples/eight_schools/svi.py	1	5	22
pyro/ops/gamma_gaussian.py	examples/einsum.py	1	5	3
pyro/ops/gamma_gaussian.py	examples/hmm.py	1	5	45
pyro/ops/gamma_gaussian.py	examples/inclined_plane.py	1	5	35
pyro/ops/gamma_gaussian.py	examples/lda.py	1	5	25
pyro/ops/gamma_gaussian.py	examples/lkj.py	1	5	20
pyro/ops/gamma_gaussian.py	examples/minipyro.py	1	5	26
pyro/ops/gamma_gaussian.py	examples/mixed_hmm/experiment.py	1	5	3
pyro/ops/gamma_gaussian.py	examples/mixed_hmm/model.py	1	5	4
pyro/ops/gamma_gaussian.py	examples/mixed_hmm/seal_data.py	1	5	5
pyro/ops/gamma_gaussian.py	examples/rsa/generics.py	1	5	19
pyro/ops/gamma_gaussian.py	examples/rsa/hyperbole.py	1	5	19
pyro/ops/gamma_gaussian.py	examples/rsa/schelling.py	1	5	19
pyro/ops/gamma_gaussian.py	examples/rsa/schelling_false.py	1	5	19
pyro/ops/gamma_gaussian.py	examples/rsa/search_inference.py	1	5	9
pyro/ops/gamma_gaussian.py	examples/rsa/semantic_parsing.py	1	5	20
pyro/ops/gamma_gaussian.py	examples/smcfilter.py	1	5	3
pyro/ops/gamma_gaussian.py	examples/sparse_gamma_def.py	1	5	28
pyro/ops/gamma_gaussian.py	examples/sparse_regression.py	1	5	18
pyro/ops/gamma_gaussian.py	examples/vae/ss_vae_M2.py	1	5	34
pyro/ops/gamma_gaussian.py	examples/vae/utils/custom_mlp.py	1	5	6
pyro/ops/gamma_gaussian.py	examples/vae/utils/mnist_cached.py	1	5	9
pyro/ops/gamma_gaussian.py	examples/vae/utils/vae_plots.py	1	5	4
pyro/ops/gamma_gaussian.py	examples/vae/vae.py	1	5	29
pyro/ops/gamma_gaussian.py	examples/vae/vae_comparison.py	1	5	29
pyro/ops/gamma_gaussian.py	profiler/distributions.py	1	5	11
pyro/ops/gamma_gaussian.py	profiler/hmm.py	1	5	3
pyro/ops/gamma_gaussian.py	profiler/profiling_utils.py	1	5	5
pyro/ops/gamma_gaussian.py	pyro/__init__.py	1	5	176
pyro/ops/gamma_gaussian.py	pyro/contrib/__init__.py	1	5	17
pyro/ops/gamma_gaussian.py	pyro/contrib/autoguide.py	1	5	3
pyro/ops/gamma_gaussian.py	pyro/contrib/autoname/__init__.py	1	5	5
pyro/ops/gamma_gaussian.py	pyro/contrib/autoname/named.py	1	5	5
pyro/ops/gamma_gaussian.py	pyro/contrib/autoname/scoping.py	1	5	6
pyro/ops/gamma_gaussian.py	pyro/contrib/bnn/__init__.py	1	5	3
pyro/ops/gamma_gaussian.py	pyro/contrib/bnn/hidden_layer.py	1	5	3
pyro/ops/gamma_gaussian.py	pyro/contrib/bnn/utils.py	1	5	3
pyro/ops/gamma_gaussian.py	pyro/contrib/cevae/__init__.py	1	5	3
pyro/ops/gamma_gaussian.py	pyro/contrib/conjugate/infer.py	1	5	4
pyro/ops/gamma_gaussian.py	pyro/contrib/easyguide/__init__.py	1	5	3
pyro/ops/gamma_gaussian.py	pyro/contrib/easyguide/easyguide.py	1	5	9
pyro/ops/gamma_gaussian.py	pyro/contrib/examples/bart.py	1	5	6
pyro/ops/gamma_gaussian.py	pyro/contrib/examples/multi_mnist.py	1	5	3
pyro/ops/gamma_gaussian.py	pyro/contrib/examples/util.py	1	5	9
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/__init__.py	1	5	14
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/kernels/__init__.py	1	5	12
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/kernels/brownian.py	1	5	12
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/kernels/coregionalize.py	1	5	9
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/kernels/dot_product.py	1	5	13
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/kernels/isotropic.py	1	5	14
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/kernels/kernel.py	1	5	22
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/kernels/periodic.py	1	5	12
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/kernels/static.py	1	5	13
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/likelihoods/__init__.py	1	5	8
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/likelihoods/binary.py	1	5	17
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/likelihoods/gaussian.py	1	5	18
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/likelihoods/likelihood.py	1	5	12
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/likelihoods/multi_class.py	1	5	15
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/likelihoods/poisson.py	1	5	11
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/models/__init__.py	1	5	11
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/models/gplvm.py	1	5	12
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/models/gpr.py	1	5	27
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/models/model.py	1	5	24
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/models/sgpr.py	1	5	32
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/models/vgp.py	1	5	21
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/models/vsgp.py	1	5	11
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/parameterized.py	1	5	8
pyro/ops/gamma_gaussian.py	pyro/contrib/gp/util.py	1	5	19
pyro/ops/gamma_gaussian.py	pyro/contrib/minipyro.py	1	5	17
pyro/ops/gamma_gaussian.py	pyro/contrib/oed/__init__.py	1	5	6
pyro/ops/gamma_gaussian.py	pyro/contrib/oed/eig.py	1	5	17
pyro/ops/gamma_gaussian.py	pyro/contrib/oed/glmm/__init__.py	1	5	2
pyro/ops/gamma_gaussian.py	pyro/contrib/oed/glmm/glmm.py	1	5	2
pyro/ops/gamma_gaussian.py	pyro/contrib/oed/glmm/guides.py	1	5	3
pyro/ops/gamma_gaussian.py	pyro/contrib/oed/search.py	1	5	4
pyro/ops/gamma_gaussian.py	pyro/contrib/oed/util.py	1	5	8
pyro/ops/gamma_gaussian.py	pyro/contrib/timeseries/__init__.py	1	5	9
pyro/ops/gamma_gaussian.py	pyro/contrib/timeseries/base.py	1	5	5
pyro/ops/gamma_gaussian.py	pyro/contrib/timeseries/gp.py	1	5	12
pyro/ops/gamma_gaussian.py	pyro/contrib/timeseries/lgssm.py	1	5	8
pyro/ops/gamma_gaussian.py	pyro/contrib/timeseries/lgssmgp.py	1	5	7
pyro/ops/gamma_gaussian.py	pyro/contrib/tracking/__init__.py	1	5	3
pyro/ops/gamma_gaussian.py	pyro/contrib/tracking/assignment.py	1	5	9
pyro/ops/gamma_gaussian.py	pyro/contrib/tracking/distributions.py	1	5	6
pyro/ops/gamma_gaussian.py	pyro/contrib/tracking/dynamic_models.py	1	5	7
pyro/ops/gamma_gaussian.py	pyro/contrib/tracking/extended_kalman_filter.py	1	5	8
pyro/ops/gamma_gaussian.py	pyro/contrib/tracking/hashing.py	1	5	8
pyro/ops/gamma_gaussian.py	pyro/contrib/tracking/measurements.py	1	5	5
pyro/ops/gamma_gaussian.py	pyro/contrib/util.py	1	5	6
pyro/ops/gamma_gaussian.py	pyro/distributions/avf_mvn.py	1	5	6
pyro/ops/gamma_gaussian.py	pyro/distributions/conditional.py	1	5	5
pyro/ops/gamma_gaussian.py	pyro/distributions/conjugate.py	1	5	13
pyro/ops/gamma_gaussian.py	pyro/distributions/constraints.py	1	5	4
pyro/ops/gamma_gaussian.py	pyro/distributions/delta.py	1	5	44
pyro/ops/gamma_gaussian.py	pyro/distributions/diag_normal_mixture.py	1	5	8
pyro/ops/gamma_gaussian.py	pyro/distributions/diag_normal_mixture_shared_cov.py	1	5	9
pyro/ops/gamma_gaussian.py	pyro/distributions/distribution.py	1	5	44
pyro/ops/gamma_gaussian.py	pyro/distributions/empirical.py	1	5	13
pyro/ops/gamma_gaussian.py	pyro/distributions/folded.py	1	5	2
pyro/ops/gamma_gaussian.py	pyro/distributions/gaussian_scale_mixture.py	1	5	9
pyro/ops/gamma_gaussian.py	pyro/distributions/inverse_gamma.py	1	5	6
pyro/ops/gamma_gaussian.py	pyro/distributions/kl.py	1	5	3
pyro/ops/gamma_gaussian.py	pyro/distributions/lkj.py	1	5	10
pyro/ops/gamma_gaussian.py	pyro/distributions/mixture.py	1	5	8
pyro/ops/gamma_gaussian.py	pyro/distributions/omt_mvn.py	1	5	18
pyro/ops/gamma_gaussian.py	pyro/distributions/rejector.py	1	5	10
pyro/ops/gamma_gaussian.py	pyro/distributions/relaxed_straight_through.py	1	5	8
pyro/ops/gamma_gaussian.py	pyro/distributions/score_parts.py	1	5	7
pyro/ops/gamma_gaussian.py	pyro/distributions/spanning_tree.py	1	5	7
pyro/ops/gamma_gaussian.py	pyro/distributions/stable.py	1	5	9
pyro/ops/gamma_gaussian.py	pyro/distributions/testing/__init__.py	1	5	2
pyro/ops/gamma_gaussian.py	pyro/distributions/testing/fakes.py	1	5	7
pyro/ops/gamma_gaussian.py	pyro/distributions/testing/naive_dirichlet.py	1	5	7
pyro/ops/gamma_gaussian.py	pyro/distributions/testing/rejection_exponential.py	1	5	9
pyro/ops/gamma_gaussian.py	pyro/distributions/testing/rejection_gamma.py	1	5	19
pyro/ops/gamma_gaussian.py	pyro/distributions/torch_distribution.py	1	5	39
pyro/ops/gamma_gaussian.py	pyro/distributions/torch_patch.py	1	5	27
pyro/ops/gamma_gaussian.py	pyro/distributions/torch_transform.py	1	5	7
pyro/ops/gamma_gaussian.py	pyro/distributions/transforms/__init__.py	1	5	30
pyro/ops/gamma_gaussian.py	pyro/distributions/transforms/affine_autoregressive.py	1	5	11
pyro/ops/gamma_gaussian.py	pyro/distributions/transforms/affine_coupling.py	1	5	13
pyro/ops/gamma_gaussian.py	pyro/distributions/transforms/batchnorm.py	1	5	7
pyro/ops/gamma_gaussian.py	pyro/distributions/transforms/block_autoregressive.py	1	5	12
pyro/ops/gamma_gaussian.py	pyro/distributions/transforms/cholesky.py	1	5	4
pyro/ops/gamma_gaussian.py	pyro/distributions/transforms/householder.py	1	5	11
pyro/ops/gamma_gaussian.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	5	5
pyro/ops/gamma_gaussian.py	pyro/distributions/transforms/neural_autoregressive.py	1	5	10
pyro/ops/gamma_gaussian.py	pyro/distributions/transforms/permute.py	1	5	13
pyro/ops/gamma_gaussian.py	pyro/distributions/transforms/planar.py	1	5	16
pyro/ops/gamma_gaussian.py	pyro/distributions/transforms/polynomial.py	1	5	9
pyro/ops/gamma_gaussian.py	pyro/distributions/transforms/radial.py	1	5	15
pyro/ops/gamma_gaussian.py	pyro/distributions/transforms/sylvester.py	1	5	12
pyro/ops/gamma_gaussian.py	pyro/distributions/transforms/utils.py	1	5	3
pyro/ops/gamma_gaussian.py	pyro/distributions/unit.py	1	5	3
pyro/ops/gamma_gaussian.py	pyro/distributions/util.py	1	5	62
pyro/ops/gamma_gaussian.py	pyro/distributions/von_mises_3d.py	1	5	4
pyro/ops/gamma_gaussian.py	pyro/distributions/zero_inflated.py	1	5	8
pyro/ops/gamma_gaussian.py	pyro/generic.py	1	5	7
pyro/ops/gamma_gaussian.py	pyro/infer/__init__.py	1	5	44
pyro/ops/gamma_gaussian.py	pyro/infer/abstract_infer.py	1	5	64
pyro/ops/gamma_gaussian.py	pyro/infer/autoguide/__init__.py	1	5	6
pyro/ops/gamma_gaussian.py	pyro/infer/autoguide/guides.py	1	5	18
pyro/ops/gamma_gaussian.py	pyro/infer/autoguide/initialization.py	1	5	7
pyro/ops/gamma_gaussian.py	pyro/infer/autoguide/utils.py	1	5	2
pyro/ops/gamma_gaussian.py	pyro/infer/csis.py	1	5	5
pyro/ops/gamma_gaussian.py	pyro/infer/discrete.py	1	5	11
pyro/ops/gamma_gaussian.py	pyro/infer/elbo.py	1	5	27
pyro/ops/gamma_gaussian.py	pyro/infer/energy_distance.py	1	5	3
pyro/ops/gamma_gaussian.py	pyro/infer/enum.py	1	5	32
pyro/ops/gamma_gaussian.py	pyro/infer/importance.py	1	5	33
pyro/ops/gamma_gaussian.py	pyro/infer/mcmc/api.py	1	5	24
pyro/ops/gamma_gaussian.py	pyro/infer/mcmc/logger.py	1	5	12
pyro/ops/gamma_gaussian.py	pyro/infer/mcmc/mcmc_kernel.py	1	5	5
pyro/ops/gamma_gaussian.py	pyro/infer/mcmc/util.py	1	5	35
pyro/ops/gamma_gaussian.py	pyro/infer/predictive.py	1	5	6
pyro/ops/gamma_gaussian.py	pyro/infer/renyi_elbo.py	1	5	14
pyro/ops/gamma_gaussian.py	pyro/infer/reparam/__init__.py	1	5	10
pyro/ops/gamma_gaussian.py	pyro/infer/reparam/loc_scale.py	1	5	3
pyro/ops/gamma_gaussian.py	pyro/infer/reparam/neutra.py	1	5	5
pyro/ops/gamma_gaussian.py	pyro/infer/reparam/reparam.py	1	5	3
pyro/ops/gamma_gaussian.py	pyro/infer/reparam/stable.py	1	5	8
pyro/ops/gamma_gaussian.py	pyro/infer/reparam/transform.py	1	5	2
pyro/ops/gamma_gaussian.py	pyro/infer/rws.py	1	5	4
pyro/ops/gamma_gaussian.py	pyro/infer/smcfilter.py	1	5	5
pyro/ops/gamma_gaussian.py	pyro/infer/svgd.py	1	5	7
pyro/ops/gamma_gaussian.py	pyro/infer/svi.py	1	5	28
pyro/ops/gamma_gaussian.py	pyro/infer/trace_elbo.py	1	5	59
pyro/ops/gamma_gaussian.py	pyro/infer/trace_mean_field_elbo.py	1	5	10
pyro/ops/gamma_gaussian.py	pyro/infer/trace_mmd.py	1	5	6
pyro/ops/gamma_gaussian.py	pyro/infer/trace_tail_adaptive_elbo.py	1	5	5
pyro/ops/gamma_gaussian.py	pyro/infer/traceenum_elbo.py	1	5	64
pyro/ops/gamma_gaussian.py	pyro/infer/tracegraph_elbo.py	1	5	70
pyro/ops/gamma_gaussian.py	pyro/infer/tracetmc_elbo.py	1	5	5
pyro/ops/gamma_gaussian.py	pyro/infer/util.py	1	5	49
pyro/ops/gamma_gaussian.py	pyro/logger.py	1	5	3
pyro/ops/gamma_gaussian.py	pyro/nn/__init__.py	1	5	16
pyro/ops/gamma_gaussian.py	pyro/nn/auto_reg_nn.py	1	5	25
pyro/ops/gamma_gaussian.py	pyro/nn/dense_nn.py	1	5	6
pyro/ops/gamma_gaussian.py	pyro/nn/module.py	1	5	20
pyro/ops/gamma_gaussian.py	pyro/ops/contract.py	1	5	21
pyro/ops/gamma_gaussian.py	pyro/ops/dual_averaging.py	1	5	7
pyro/ops/gamma_gaussian.py	pyro/ops/einsum/__init__.py	1	5	13
pyro/ops/gamma_gaussian.py	pyro/ops/einsum/adjoint.py	1	5	7
pyro/ops/gamma_gaussian.py	pyro/ops/einsum/torch_log.py	1	5	11
pyro/ops/gamma_gaussian.py	pyro/ops/einsum/torch_map.py	1	5	5
pyro/ops/gamma_gaussian.py	pyro/ops/einsum/torch_marginal.py	1	5	5
pyro/ops/gamma_gaussian.py	pyro/ops/einsum/torch_sample.py	1	5	5
pyro/ops/gamma_gaussian.py	pyro/ops/einsum/util.py	1	5	4
pyro/ops/gaussian.py	examples/neutra.py	1	12	6
pyro/ops/gaussian.py	pyro/contrib/forecast/__init__.py	1	12	3
pyro/ops/gaussian.py	pyro/contrib/forecast/forecaster.py	1	12	14
pyro/ops/gaussian.py	pyro/contrib/forecast/util.py	1	12	9
pyro/ops/gaussian.py	examples/air/air.py	1	12	36
pyro/ops/gaussian.py	examples/air/main.py	1	12	37
pyro/ops/gaussian.py	examples/air/modules.py	1	12	6
pyro/ops/gaussian.py	examples/air/viz.py	1	12	6
pyro/ops/gaussian.py	examples/baseball.py	1	12	46
pyro/ops/gaussian.py	examples/capture_recapture/cjs.py	1	12	9
pyro/ops/gaussian.py	examples/contrib/autoname/mixture.py	1	12	22
pyro/ops/gaussian.py	examples/contrib/autoname/scoping_mixture.py	1	12	22
pyro/ops/gaussian.py	examples/contrib/autoname/tree_data.py	1	12	21
pyro/ops/gaussian.py	examples/contrib/cevae/synthetic.py	1	12	8
pyro/ops/gaussian.py	examples/contrib/gp/sv-dkl.py	1	12	34
pyro/ops/gaussian.py	examples/contrib/oed/gp_bayes_opt.py	1	12	9
pyro/ops/gaussian.py	examples/contrib/timeseries/gp_models.py	1	12	10
pyro/ops/gaussian.py	examples/dmm/dmm.py	1	12	56
pyro/ops/gaussian.py	examples/dmm/polyphonic_data_loader.py	1	12	16
pyro/ops/gaussian.py	examples/dmm/util.py	1	12	2
pyro/ops/gaussian.py	examples/eight_schools/data.py	1	12	3
pyro/ops/gaussian.py	examples/eight_schools/mcmc.py	1	12	29
pyro/ops/gaussian.py	examples/eight_schools/svi.py	1	12	22
pyro/ops/gaussian.py	examples/einsum.py	1	12	3
pyro/ops/gaussian.py	examples/hmm.py	1	12	45
pyro/ops/gaussian.py	examples/inclined_plane.py	1	12	35
pyro/ops/gaussian.py	examples/lda.py	1	12	25
pyro/ops/gaussian.py	examples/lkj.py	1	12	20
pyro/ops/gaussian.py	examples/minipyro.py	1	12	26
pyro/ops/gaussian.py	examples/mixed_hmm/experiment.py	1	12	3
pyro/ops/gaussian.py	examples/mixed_hmm/model.py	1	12	4
pyro/ops/gaussian.py	examples/mixed_hmm/seal_data.py	1	12	5
pyro/ops/gaussian.py	examples/rsa/generics.py	1	12	19
pyro/ops/gaussian.py	examples/rsa/hyperbole.py	1	12	19
pyro/ops/gaussian.py	examples/rsa/schelling.py	1	12	19
pyro/ops/gaussian.py	examples/rsa/schelling_false.py	1	12	19
pyro/ops/gaussian.py	examples/rsa/search_inference.py	1	12	9
pyro/ops/gaussian.py	examples/rsa/semantic_parsing.py	1	12	20
pyro/ops/gaussian.py	examples/smcfilter.py	1	12	3
pyro/ops/gaussian.py	examples/sparse_gamma_def.py	1	12	28
pyro/ops/gaussian.py	examples/sparse_regression.py	1	12	18
pyro/ops/gaussian.py	examples/vae/ss_vae_M2.py	1	12	34
pyro/ops/gaussian.py	examples/vae/utils/custom_mlp.py	1	12	6
pyro/ops/gaussian.py	examples/vae/utils/mnist_cached.py	1	12	9
pyro/ops/gaussian.py	examples/vae/utils/vae_plots.py	1	12	4
pyro/ops/gaussian.py	examples/vae/vae.py	1	12	29
pyro/ops/gaussian.py	examples/vae/vae_comparison.py	1	12	29
pyro/ops/gaussian.py	profiler/distributions.py	1	12	11
pyro/ops/gaussian.py	profiler/hmm.py	1	12	3
pyro/ops/gaussian.py	profiler/profiling_utils.py	1	12	5
pyro/ops/gaussian.py	pyro/__init__.py	1	12	176
pyro/ops/gaussian.py	pyro/contrib/__init__.py	1	12	17
pyro/ops/gaussian.py	pyro/contrib/autoguide.py	1	12	3
pyro/ops/gaussian.py	pyro/contrib/autoname/__init__.py	1	12	5
pyro/ops/gaussian.py	pyro/contrib/autoname/named.py	1	12	5
pyro/ops/gaussian.py	pyro/contrib/autoname/scoping.py	1	12	6
pyro/ops/gaussian.py	pyro/contrib/bnn/__init__.py	1	12	3
pyro/ops/gaussian.py	pyro/contrib/bnn/hidden_layer.py	1	12	3
pyro/ops/gaussian.py	pyro/contrib/bnn/utils.py	1	12	3
pyro/ops/gaussian.py	pyro/contrib/cevae/__init__.py	1	12	3
pyro/ops/gaussian.py	pyro/contrib/conjugate/infer.py	1	12	4
pyro/ops/gaussian.py	pyro/contrib/easyguide/__init__.py	1	12	3
pyro/ops/gaussian.py	pyro/contrib/easyguide/easyguide.py	1	12	9
pyro/ops/gaussian.py	pyro/contrib/examples/bart.py	1	12	6
pyro/ops/gaussian.py	pyro/contrib/examples/multi_mnist.py	1	12	3
pyro/ops/gaussian.py	pyro/contrib/examples/util.py	1	12	9
pyro/ops/gaussian.py	pyro/contrib/gp/__init__.py	1	12	14
pyro/ops/gaussian.py	pyro/contrib/gp/kernels/__init__.py	1	12	12
pyro/ops/gaussian.py	pyro/contrib/gp/kernels/brownian.py	1	12	12
pyro/ops/gaussian.py	pyro/contrib/gp/kernels/coregionalize.py	1	12	9
pyro/ops/gaussian.py	pyro/contrib/gp/kernels/dot_product.py	1	12	13
pyro/ops/gaussian.py	pyro/contrib/gp/kernels/isotropic.py	1	12	14
pyro/ops/gaussian.py	pyro/contrib/gp/kernels/kernel.py	1	12	22
pyro/ops/gaussian.py	pyro/contrib/gp/kernels/periodic.py	1	12	12
pyro/ops/gaussian.py	pyro/contrib/gp/kernels/static.py	1	12	13
pyro/ops/gaussian.py	pyro/contrib/gp/likelihoods/__init__.py	1	12	8
pyro/ops/gaussian.py	pyro/contrib/gp/likelihoods/binary.py	1	12	17
pyro/ops/gaussian.py	pyro/contrib/gp/likelihoods/gaussian.py	1	12	18
pyro/ops/gaussian.py	pyro/contrib/gp/likelihoods/likelihood.py	1	12	12
pyro/ops/gaussian.py	pyro/contrib/gp/likelihoods/multi_class.py	1	12	15
pyro/ops/gaussian.py	pyro/contrib/gp/likelihoods/poisson.py	1	12	11
pyro/ops/gaussian.py	pyro/contrib/gp/models/__init__.py	1	12	11
pyro/ops/gaussian.py	pyro/contrib/gp/models/gplvm.py	1	12	12
pyro/ops/gaussian.py	pyro/contrib/gp/models/gpr.py	1	12	27
pyro/ops/gaussian.py	pyro/contrib/gp/models/model.py	1	12	24
pyro/ops/gaussian.py	pyro/contrib/gp/models/sgpr.py	1	12	32
pyro/ops/gaussian.py	pyro/contrib/gp/models/vgp.py	1	12	21
pyro/ops/gaussian.py	pyro/contrib/gp/models/vsgp.py	1	12	11
pyro/ops/gaussian.py	pyro/contrib/gp/parameterized.py	1	12	8
pyro/ops/gaussian.py	pyro/contrib/gp/util.py	1	12	19
pyro/ops/gaussian.py	pyro/contrib/minipyro.py	1	12	17
pyro/ops/gaussian.py	pyro/contrib/oed/__init__.py	1	12	6
pyro/ops/gaussian.py	pyro/contrib/oed/eig.py	1	12	17
pyro/ops/gaussian.py	pyro/contrib/oed/glmm/__init__.py	1	12	2
pyro/ops/gaussian.py	pyro/contrib/oed/glmm/glmm.py	1	12	2
pyro/ops/gaussian.py	pyro/contrib/oed/glmm/guides.py	1	12	3
pyro/ops/gaussian.py	pyro/contrib/oed/search.py	1	12	4
pyro/ops/gaussian.py	pyro/contrib/oed/util.py	1	12	8
pyro/ops/gaussian.py	pyro/contrib/timeseries/__init__.py	1	12	9
pyro/ops/gaussian.py	pyro/contrib/timeseries/base.py	1	12	5
pyro/ops/gaussian.py	pyro/contrib/timeseries/gp.py	1	12	12
pyro/ops/gaussian.py	pyro/contrib/timeseries/lgssm.py	1	12	8
pyro/ops/gaussian.py	pyro/contrib/timeseries/lgssmgp.py	1	12	7
pyro/ops/gaussian.py	pyro/contrib/tracking/__init__.py	1	12	3
pyro/ops/gaussian.py	pyro/contrib/tracking/assignment.py	1	12	9
pyro/ops/gaussian.py	pyro/contrib/tracking/distributions.py	1	12	6
pyro/ops/gaussian.py	pyro/contrib/tracking/dynamic_models.py	1	12	7
pyro/ops/gaussian.py	pyro/contrib/tracking/extended_kalman_filter.py	1	12	8
pyro/ops/gaussian.py	pyro/contrib/tracking/hashing.py	1	12	8
pyro/ops/gaussian.py	pyro/contrib/tracking/measurements.py	1	12	5
pyro/ops/gaussian.py	pyro/contrib/util.py	1	12	6
pyro/ops/gaussian.py	pyro/distributions/avf_mvn.py	1	12	6
pyro/ops/gaussian.py	pyro/distributions/conditional.py	1	12	5
pyro/ops/gaussian.py	pyro/distributions/conjugate.py	1	12	13
pyro/ops/gaussian.py	pyro/distributions/constraints.py	1	12	4
pyro/ops/gaussian.py	pyro/distributions/delta.py	1	12	44
pyro/ops/gaussian.py	pyro/distributions/diag_normal_mixture.py	1	12	8
pyro/ops/gaussian.py	pyro/distributions/diag_normal_mixture_shared_cov.py	1	12	9
pyro/ops/gaussian.py	pyro/distributions/distribution.py	1	12	44
pyro/ops/gaussian.py	pyro/distributions/empirical.py	1	12	13
pyro/ops/gaussian.py	pyro/distributions/folded.py	1	12	2
pyro/ops/gaussian.py	pyro/distributions/gaussian_scale_mixture.py	1	12	9
pyro/ops/gaussian.py	pyro/distributions/inverse_gamma.py	1	12	6
pyro/ops/gaussian.py	pyro/distributions/kl.py	1	12	3
pyro/ops/gaussian.py	pyro/distributions/lkj.py	1	12	10
pyro/ops/gaussian.py	pyro/distributions/mixture.py	1	12	8
pyro/ops/gaussian.py	pyro/distributions/omt_mvn.py	1	12	18
pyro/ops/gaussian.py	pyro/distributions/rejector.py	1	12	10
pyro/ops/gaussian.py	pyro/distributions/relaxed_straight_through.py	1	12	8
pyro/ops/gaussian.py	pyro/distributions/score_parts.py	1	12	7
pyro/ops/gaussian.py	pyro/distributions/spanning_tree.py	1	12	7
pyro/ops/gaussian.py	pyro/distributions/testing/__init__.py	1	12	2
pyro/ops/gaussian.py	pyro/distributions/testing/fakes.py	1	12	7
pyro/ops/gaussian.py	pyro/distributions/testing/naive_dirichlet.py	1	12	7
pyro/ops/gaussian.py	pyro/distributions/testing/rejection_exponential.py	1	12	9
pyro/ops/gaussian.py	pyro/distributions/testing/rejection_gamma.py	1	12	19
pyro/ops/gaussian.py	pyro/distributions/torch.py	1	12	40
pyro/ops/gaussian.py	pyro/distributions/torch_distribution.py	1	12	39
pyro/ops/gaussian.py	pyro/distributions/torch_patch.py	1	12	27
pyro/ops/gaussian.py	pyro/distributions/torch_transform.py	1	12	7
pyro/ops/gaussian.py	pyro/distributions/transforms/__init__.py	1	12	30
pyro/ops/gaussian.py	pyro/distributions/transforms/affine_autoregressive.py	1	12	11
pyro/ops/gaussian.py	pyro/distributions/transforms/affine_coupling.py	1	12	13
pyro/ops/gaussian.py	pyro/distributions/transforms/batchnorm.py	1	12	7
pyro/ops/gaussian.py	pyro/distributions/transforms/block_autoregressive.py	1	12	12
pyro/ops/gaussian.py	pyro/distributions/transforms/cholesky.py	1	12	4
pyro/ops/gaussian.py	pyro/distributions/transforms/householder.py	1	12	11
pyro/ops/gaussian.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	12	5
pyro/ops/gaussian.py	pyro/distributions/transforms/neural_autoregressive.py	1	12	10
pyro/ops/gaussian.py	pyro/distributions/transforms/permute.py	1	12	13
pyro/ops/gaussian.py	pyro/distributions/transforms/planar.py	1	12	16
pyro/ops/gaussian.py	pyro/distributions/transforms/polynomial.py	1	12	9
pyro/ops/gaussian.py	pyro/distributions/transforms/radial.py	1	12	15
pyro/ops/gaussian.py	pyro/distributions/transforms/sylvester.py	1	12	12
pyro/ops/gaussian.py	pyro/distributions/transforms/utils.py	1	12	3
pyro/ops/gaussian.py	pyro/distributions/unit.py	1	12	3
pyro/ops/gaussian.py	pyro/distributions/util.py	1	12	62
pyro/ops/gaussian.py	pyro/distributions/von_mises_3d.py	1	12	4
pyro/ops/gaussian.py	pyro/distributions/zero_inflated.py	1	12	8
pyro/ops/gaussian.py	pyro/generic.py	1	12	7
pyro/ops/gaussian.py	pyro/infer/__init__.py	1	12	44
pyro/ops/gaussian.py	pyro/infer/abstract_infer.py	1	12	64
pyro/ops/gaussian.py	pyro/infer/autoguide/__init__.py	1	12	6
pyro/ops/gaussian.py	pyro/infer/autoguide/guides.py	1	12	18
pyro/ops/gaussian.py	pyro/infer/autoguide/initialization.py	1	12	7
pyro/ops/gaussian.py	pyro/infer/autoguide/utils.py	1	12	2
pyro/ops/gaussian.py	pyro/infer/csis.py	1	12	5
pyro/ops/gaussian.py	pyro/infer/discrete.py	1	12	11
pyro/ops/gaussian.py	pyro/infer/elbo.py	1	12	27
pyro/ops/gaussian.py	pyro/infer/energy_distance.py	1	12	3
pyro/ops/gaussian.py	pyro/infer/enum.py	1	12	32
pyro/ops/gaussian.py	pyro/infer/importance.py	1	12	33
pyro/ops/gaussian.py	pyro/infer/mcmc/__init__.py	1	12	7
pyro/ops/gaussian.py	pyro/infer/mcmc/adaptation.py	1	12	11
pyro/ops/gaussian.py	pyro/infer/mcmc/api.py	1	12	24
pyro/ops/gaussian.py	pyro/infer/mcmc/hmc.py	1	12	77
pyro/ops/gaussian.py	pyro/infer/mcmc/logger.py	1	12	12
pyro/ops/gaussian.py	pyro/infer/mcmc/mcmc_kernel.py	1	12	5
pyro/ops/gaussian.py	pyro/infer/mcmc/nuts.py	1	12	59
pyro/ops/gaussian.py	pyro/infer/mcmc/util.py	1	12	35
pyro/ops/gaussian.py	pyro/infer/predictive.py	1	12	6
pyro/ops/gaussian.py	pyro/infer/renyi_elbo.py	1	12	14
pyro/ops/gaussian.py	pyro/infer/rws.py	1	12	4
pyro/ops/gaussian.py	pyro/infer/smcfilter.py	1	12	5
pyro/ops/gaussian.py	pyro/infer/svgd.py	1	12	7
pyro/ops/gaussian.py	pyro/infer/svi.py	1	12	28
pyro/ops/gaussian.py	pyro/infer/trace_elbo.py	1	12	59
pyro/ops/gaussian.py	pyro/infer/trace_mean_field_elbo.py	1	12	10
pyro/ops/gaussian.py	pyro/infer/trace_mmd.py	1	12	6
pyro/ops/gaussian.py	pyro/infer/trace_tail_adaptive_elbo.py	1	12	5
pyro/ops/gaussian.py	pyro/infer/traceenum_elbo.py	1	12	64
pyro/ops/gaussian.py	pyro/infer/tracegraph_elbo.py	1	12	70
pyro/ops/gaussian.py	pyro/infer/tracetmc_elbo.py	1	12	5
pyro/ops/gaussian.py	pyro/infer/util.py	1	12	49
pyro/ops/gaussian.py	pyro/logger.py	1	12	3
pyro/ops/gaussian.py	pyro/nn/__init__.py	1	12	16
pyro/ops/gaussian.py	pyro/nn/auto_reg_nn.py	1	12	25
pyro/ops/gaussian.py	pyro/nn/dense_nn.py	1	12	6
pyro/ops/gaussian.py	pyro/nn/module.py	1	12	20
pyro/ops/gaussian.py	pyro/ops/contract.py	1	12	21
pyro/ops/gaussian.py	pyro/ops/dual_averaging.py	1	12	7
pyro/ops/gaussian.py	pyro/ops/einsum/__init__.py	1	12	13
pyro/ops/gaussian.py	pyro/ops/einsum/adjoint.py	1	12	7
pyro/ops/gaussian.py	pyro/ops/einsum/torch_log.py	1	12	11
pyro/ops/gaussian.py	pyro/ops/einsum/torch_map.py	1	12	5
pyro/ops/gaussian.py	pyro/ops/einsum/torch_marginal.py	1	12	5
pyro/ops/gaussian.py	pyro/ops/einsum/torch_sample.py	1	12	5
pyro/ops/gaussian.py	pyro/ops/einsum/util.py	1	12	4
pyro/ops/gaussian.py	pyro/ops/gamma_gaussian.py	1	12	5
pyro/ops/hessian.py	examples/air/air.py	1	2	36
pyro/ops/hessian.py	examples/air/main.py	1	2	37
pyro/ops/hessian.py	examples/air/modules.py	1	2	6
pyro/ops/hessian.py	examples/air/viz.py	1	2	6
pyro/ops/hessian.py	examples/baseball.py	1	2	46
pyro/ops/hessian.py	examples/contrib/autoname/mixture.py	1	2	22
pyro/ops/hessian.py	examples/contrib/autoname/scoping_mixture.py	1	2	22
pyro/ops/hessian.py	examples/contrib/autoname/tree_data.py	1	2	21
pyro/ops/hessian.py	examples/contrib/cevae/synthetic.py	1	2	8
pyro/ops/hessian.py	examples/contrib/gp/sv-dkl.py	1	2	34
pyro/ops/hessian.py	examples/contrib/oed/gp_bayes_opt.py	1	2	9
pyro/ops/hessian.py	examples/contrib/timeseries/gp_models.py	1	2	10
pyro/ops/hessian.py	examples/dmm/dmm.py	1	2	56
pyro/ops/hessian.py	examples/dmm/polyphonic_data_loader.py	1	2	16
pyro/ops/hessian.py	examples/dmm/util.py	1	2	2
pyro/ops/hessian.py	examples/eight_schools/data.py	1	2	3
pyro/ops/hessian.py	examples/eight_schools/mcmc.py	1	2	29
pyro/ops/hessian.py	examples/eight_schools/svi.py	1	2	22
pyro/ops/hessian.py	examples/einsum.py	1	2	3
pyro/ops/hessian.py	examples/inclined_plane.py	1	2	35
pyro/ops/hessian.py	examples/lda.py	1	2	25
pyro/ops/hessian.py	examples/lkj.py	1	2	20
pyro/ops/hessian.py	examples/minipyro.py	1	2	26
pyro/ops/hessian.py	examples/mixed_hmm/experiment.py	1	2	3
pyro/ops/hessian.py	examples/mixed_hmm/model.py	1	2	4
pyro/ops/hessian.py	examples/mixed_hmm/seal_data.py	1	2	5
pyro/ops/hessian.py	examples/rsa/generics.py	1	2	19
pyro/ops/hessian.py	examples/rsa/hyperbole.py	1	2	19
pyro/ops/hessian.py	examples/rsa/schelling.py	1	2	19
pyro/ops/hessian.py	examples/rsa/schelling_false.py	1	2	19
pyro/ops/hessian.py	examples/rsa/search_inference.py	1	2	9
pyro/ops/hessian.py	examples/rsa/semantic_parsing.py	1	2	20
pyro/ops/hessian.py	examples/smcfilter.py	1	2	3
pyro/ops/hessian.py	examples/vae/ss_vae_M2.py	1	2	34
pyro/ops/hessian.py	examples/vae/utils/custom_mlp.py	1	2	6
pyro/ops/hessian.py	examples/vae/utils/mnist_cached.py	1	2	9
pyro/ops/hessian.py	examples/vae/utils/vae_plots.py	1	2	4
pyro/ops/hessian.py	examples/vae/vae.py	1	2	29
pyro/ops/hessian.py	examples/vae/vae_comparison.py	1	2	29
pyro/ops/hessian.py	profiler/distributions.py	1	2	11
pyro/ops/hessian.py	profiler/hmm.py	1	2	3
pyro/ops/hessian.py	profiler/profiling_utils.py	1	2	5
pyro/ops/hessian.py	pyro/__init__.py	1	2	176
pyro/ops/hessian.py	pyro/contrib/autoname/__init__.py	1	2	5
pyro/ops/hessian.py	pyro/contrib/autoname/named.py	1	2	5
pyro/ops/hessian.py	pyro/contrib/autoname/scoping.py	1	2	6
pyro/ops/hessian.py	pyro/contrib/bnn/__init__.py	1	2	3
pyro/ops/hessian.py	pyro/contrib/bnn/hidden_layer.py	1	2	3
pyro/ops/hessian.py	pyro/contrib/bnn/utils.py	1	2	3
pyro/ops/hessian.py	pyro/contrib/cevae/__init__.py	1	2	3
pyro/ops/hessian.py	pyro/contrib/conjugate/infer.py	1	2	4
pyro/ops/hessian.py	pyro/contrib/easyguide/__init__.py	1	2	3
pyro/ops/hessian.py	pyro/contrib/examples/bart.py	1	2	6
pyro/ops/hessian.py	pyro/contrib/examples/multi_mnist.py	1	2	3
pyro/ops/hessian.py	pyro/contrib/examples/util.py	1	2	9
pyro/ops/hessian.py	pyro/contrib/gp/__init__.py	1	2	14
pyro/ops/hessian.py	pyro/contrib/gp/kernels/__init__.py	1	2	12
pyro/ops/hessian.py	pyro/contrib/gp/kernels/brownian.py	1	2	12
pyro/ops/hessian.py	pyro/contrib/gp/kernels/coregionalize.py	1	2	9
pyro/ops/hessian.py	pyro/contrib/gp/kernels/dot_product.py	1	2	13
pyro/ops/hessian.py	pyro/contrib/gp/kernels/isotropic.py	1	2	14
pyro/ops/hessian.py	pyro/contrib/gp/kernels/kernel.py	1	2	22
pyro/ops/hessian.py	pyro/contrib/gp/kernels/periodic.py	1	2	12
pyro/ops/hessian.py	pyro/contrib/gp/kernels/static.py	1	2	13
pyro/ops/hessian.py	pyro/contrib/gp/likelihoods/__init__.py	1	2	8
pyro/ops/hessian.py	pyro/contrib/gp/likelihoods/binary.py	1	2	17
pyro/ops/hessian.py	pyro/contrib/gp/likelihoods/gaussian.py	1	2	18
pyro/ops/hessian.py	pyro/contrib/gp/likelihoods/likelihood.py	1	2	12
pyro/ops/hessian.py	pyro/contrib/gp/likelihoods/multi_class.py	1	2	15
pyro/ops/hessian.py	pyro/contrib/gp/likelihoods/poisson.py	1	2	11
pyro/ops/hessian.py	pyro/contrib/gp/models/__init__.py	1	2	11
pyro/ops/hessian.py	pyro/contrib/gp/models/gplvm.py	1	2	12
pyro/ops/hessian.py	pyro/contrib/gp/models/gpr.py	1	2	27
pyro/ops/hessian.py	pyro/contrib/gp/models/model.py	1	2	24
pyro/ops/hessian.py	pyro/contrib/gp/models/sgpr.py	1	2	32
pyro/ops/hessian.py	pyro/contrib/gp/models/vgp.py	1	2	21
pyro/ops/hessian.py	pyro/contrib/gp/models/vsgp.py	1	2	11
pyro/ops/hessian.py	pyro/contrib/gp/util.py	1	2	19
pyro/ops/hessian.py	pyro/contrib/minipyro.py	1	2	17
pyro/ops/hessian.py	pyro/contrib/oed/__init__.py	1	2	6
pyro/ops/hessian.py	pyro/contrib/oed/glmm/__init__.py	1	2	2
pyro/ops/hessian.py	pyro/contrib/oed/glmm/glmm.py	1	2	2
pyro/ops/hessian.py	pyro/contrib/oed/glmm/guides.py	1	2	3
pyro/ops/hessian.py	pyro/contrib/oed/search.py	1	2	4
pyro/ops/hessian.py	pyro/contrib/timeseries/__init__.py	1	2	9
pyro/ops/hessian.py	pyro/contrib/timeseries/base.py	1	2	5
pyro/ops/hessian.py	pyro/contrib/timeseries/gp.py	1	2	12
pyro/ops/hessian.py	pyro/contrib/timeseries/lgssm.py	1	2	8
pyro/ops/hessian.py	pyro/contrib/timeseries/lgssmgp.py	1	2	7
pyro/ops/hessian.py	pyro/contrib/tracking/__init__.py	1	2	3
pyro/ops/hessian.py	pyro/contrib/tracking/assignment.py	1	2	9
pyro/ops/hessian.py	pyro/contrib/tracking/distributions.py	1	2	6
pyro/ops/hessian.py	pyro/contrib/tracking/dynamic_models.py	1	2	7
pyro/ops/hessian.py	pyro/contrib/tracking/extended_kalman_filter.py	1	2	8
pyro/ops/hessian.py	pyro/contrib/tracking/hashing.py	1	2	8
pyro/ops/hessian.py	pyro/contrib/tracking/measurements.py	1	2	5
pyro/ops/hessian.py	pyro/distributions/__init__.py	1	2	114
pyro/ops/hessian.py	pyro/distributions/avf_mvn.py	1	2	6
pyro/ops/hessian.py	pyro/distributions/conditional.py	1	2	5
pyro/ops/hessian.py	pyro/distributions/conjugate.py	1	2	13
pyro/ops/hessian.py	pyro/distributions/constraints.py	1	2	4
pyro/ops/hessian.py	pyro/distributions/delta.py	1	2	44
pyro/ops/hessian.py	pyro/distributions/diag_normal_mixture.py	1	2	8
pyro/ops/hessian.py	pyro/distributions/diag_normal_mixture_shared_cov.py	1	2	9
pyro/ops/hessian.py	pyro/distributions/distribution.py	1	2	44
pyro/ops/hessian.py	pyro/distributions/empirical.py	1	2	13
pyro/ops/hessian.py	pyro/distributions/folded.py	1	2	2
pyro/ops/hessian.py	pyro/distributions/gaussian_scale_mixture.py	1	2	9
pyro/ops/hessian.py	pyro/distributions/hmm.py	1	2	30
pyro/ops/hessian.py	pyro/distributions/inverse_gamma.py	1	2	6
pyro/ops/hessian.py	pyro/distributions/kl.py	1	2	3
pyro/ops/hessian.py	pyro/distributions/lkj.py	1	2	10
pyro/ops/hessian.py	pyro/distributions/mixture.py	1	2	8
pyro/ops/hessian.py	pyro/distributions/multivariate_studentt.py	1	2	5
pyro/ops/hessian.py	pyro/distributions/omt_mvn.py	1	2	18
pyro/ops/hessian.py	pyro/distributions/rejector.py	1	2	10
pyro/ops/hessian.py	pyro/distributions/relaxed_straight_through.py	1	2	8
pyro/ops/hessian.py	pyro/distributions/score_parts.py	1	2	7
pyro/ops/hessian.py	pyro/distributions/spanning_tree.py	1	2	7
pyro/ops/hessian.py	pyro/distributions/stable.py	1	2	9
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pyro/ops/hessian.py	pyro/distributions/testing/rejection_exponential.py	1	2	9
pyro/ops/hessian.py	pyro/distributions/testing/rejection_gamma.py	1	2	19
pyro/ops/hessian.py	pyro/distributions/torch.py	1	2	40
pyro/ops/hessian.py	pyro/distributions/torch_distribution.py	1	2	39
pyro/ops/hessian.py	pyro/distributions/torch_patch.py	1	2	27
pyro/ops/hessian.py	pyro/distributions/torch_transform.py	1	2	7
pyro/ops/hessian.py	pyro/distributions/transforms/__init__.py	1	2	30
pyro/ops/hessian.py	pyro/distributions/transforms/affine_autoregressive.py	1	2	11
pyro/ops/hessian.py	pyro/distributions/transforms/affine_coupling.py	1	2	13
pyro/ops/hessian.py	pyro/distributions/transforms/batchnorm.py	1	2	7
pyro/ops/hessian.py	pyro/distributions/transforms/block_autoregressive.py	1	2	12
pyro/ops/hessian.py	pyro/distributions/transforms/cholesky.py	1	2	4
pyro/ops/hessian.py	pyro/distributions/transforms/householder.py	1	2	11
pyro/ops/hessian.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	2	5
pyro/ops/hessian.py	pyro/distributions/transforms/neural_autoregressive.py	1	2	10
pyro/ops/hessian.py	pyro/distributions/transforms/permute.py	1	2	13
pyro/ops/hessian.py	pyro/distributions/transforms/planar.py	1	2	16
pyro/ops/hessian.py	pyro/distributions/transforms/polynomial.py	1	2	9
pyro/ops/hessian.py	pyro/distributions/transforms/radial.py	1	2	15
pyro/ops/hessian.py	pyro/distributions/transforms/sylvester.py	1	2	12
pyro/ops/hessian.py	pyro/distributions/transforms/utils.py	1	2	3
pyro/ops/hessian.py	pyro/distributions/unit.py	1	2	3
pyro/ops/hessian.py	pyro/distributions/util.py	1	2	62
pyro/ops/hessian.py	pyro/distributions/von_mises_3d.py	1	2	4
pyro/ops/hessian.py	pyro/distributions/zero_inflated.py	1	2	8
pyro/ops/hessian.py	pyro/generic.py	1	2	7
pyro/ops/hessian.py	pyro/infer/__init__.py	1	2	44
pyro/ops/hessian.py	pyro/infer/abstract_infer.py	1	2	64
pyro/ops/hessian.py	pyro/infer/csis.py	1	2	5
pyro/ops/hessian.py	pyro/infer/discrete.py	1	2	11
pyro/ops/hessian.py	pyro/infer/elbo.py	1	2	27
pyro/ops/hessian.py	pyro/infer/energy_distance.py	1	2	3
pyro/ops/hessian.py	pyro/infer/enum.py	1	2	32
pyro/ops/hessian.py	pyro/infer/importance.py	1	2	33
pyro/ops/hessian.py	pyro/infer/mcmc/__init__.py	1	2	7
pyro/ops/hessian.py	pyro/infer/mcmc/adaptation.py	1	2	11
pyro/ops/hessian.py	pyro/infer/mcmc/api.py	1	2	24
pyro/ops/hessian.py	pyro/infer/mcmc/hmc.py	1	2	77
pyro/ops/hessian.py	pyro/infer/mcmc/logger.py	1	2	12
pyro/ops/hessian.py	pyro/infer/mcmc/mcmc_kernel.py	1	2	5
pyro/ops/hessian.py	pyro/infer/mcmc/nuts.py	1	2	59
pyro/ops/hessian.py	pyro/infer/mcmc/util.py	1	2	35
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pyro/ops/hessian.py	pyro/infer/renyi_elbo.py	1	2	14
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pyro/ops/hessian.py	pyro/infer/reparam/reparam.py	1	2	3
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pyro/ops/hessian.py	pyro/infer/rws.py	1	2	4
pyro/ops/hessian.py	pyro/infer/smcfilter.py	1	2	5
pyro/ops/hessian.py	pyro/infer/svgd.py	1	2	7
pyro/ops/hessian.py	pyro/infer/svi.py	1	2	28
pyro/ops/hessian.py	pyro/infer/trace_elbo.py	1	2	59
pyro/ops/hessian.py	pyro/infer/trace_mean_field_elbo.py	1	2	10
pyro/ops/hessian.py	pyro/infer/trace_mmd.py	1	2	6
pyro/ops/hessian.py	pyro/infer/trace_tail_adaptive_elbo.py	1	2	5
pyro/ops/hessian.py	pyro/infer/traceenum_elbo.py	1	2	64
pyro/ops/hessian.py	pyro/infer/tracegraph_elbo.py	1	2	70
pyro/ops/hessian.py	pyro/infer/tracetmc_elbo.py	1	2	5
pyro/ops/hessian.py	pyro/infer/util.py	1	2	49
pyro/ops/hessian.py	pyro/logger.py	1	2	3
pyro/ops/hessian.py	pyro/nn/__init__.py	1	2	16
pyro/ops/hessian.py	pyro/nn/auto_reg_nn.py	1	2	25
pyro/ops/hessian.py	pyro/nn/dense_nn.py	1	2	6
pyro/ops/hessian.py	pyro/nn/module.py	1	2	20
pyro/ops/hessian.py	pyro/ops/contract.py	1	2	21
pyro/ops/hessian.py	pyro/ops/dual_averaging.py	1	2	7
pyro/ops/hessian.py	pyro/ops/einsum/__init__.py	1	2	13
pyro/ops/hessian.py	pyro/ops/einsum/adjoint.py	1	2	7
pyro/ops/hessian.py	pyro/ops/einsum/torch_log.py	1	2	11
pyro/ops/hessian.py	pyro/ops/einsum/torch_map.py	1	2	5
pyro/ops/hessian.py	pyro/ops/einsum/torch_marginal.py	1	2	5
pyro/ops/hessian.py	pyro/ops/einsum/torch_sample.py	1	2	5
pyro/ops/hessian.py	pyro/ops/einsum/util.py	1	2	4
pyro/ops/hessian.py	pyro/ops/gamma_gaussian.py	1	2	5
pyro/ops/hessian.py	pyro/ops/gaussian.py	1	2	12
pyro/ops/indexing.py	pyro/contrib/epidemiology/__init__.py	1	6	13
pyro/ops/indexing.py	pyro/contrib/epidemiology/compartmental.py	1	6	33
pyro/ops/indexing.py	examples/air/viz.py	1	6	6
pyro/ops/indexing.py	examples/contrib/cevae/synthetic.py	1	6	8
pyro/ops/indexing.py	examples/contrib/oed/gp_bayes_opt.py	1	6	9
pyro/ops/indexing.py	examples/contrib/timeseries/gp_models.py	1	6	10
pyro/ops/indexing.py	examples/dmm/polyphonic_data_loader.py	1	6	16
pyro/ops/indexing.py	examples/dmm/util.py	1	6	2
pyro/ops/indexing.py	examples/rsa/generics.py	1	6	19
pyro/ops/indexing.py	examples/rsa/hyperbole.py	1	6	19
pyro/ops/indexing.py	examples/smcfilter.py	1	6	3
pyro/ops/indexing.py	examples/vae/utils/vae_plots.py	1	6	4
pyro/ops/indexing.py	profiler/hmm.py	1	6	3
pyro/ops/indexing.py	pyro/contrib/autoguide.py	1	6	3
pyro/ops/indexing.py	pyro/contrib/cevae/__init__.py	1	6	3
pyro/ops/indexing.py	pyro/contrib/examples/bart.py	1	6	6
pyro/ops/indexing.py	pyro/contrib/examples/multi_mnist.py	1	6	3
pyro/ops/indexing.py	pyro/contrib/oed/__init__.py	1	6	6
pyro/ops/indexing.py	pyro/contrib/oed/glmm/__init__.py	1	6	2
pyro/ops/indexing.py	pyro/contrib/oed/glmm/glmm.py	1	6	2
pyro/ops/indexing.py	pyro/contrib/timeseries/__init__.py	1	6	9
pyro/ops/indexing.py	pyro/contrib/timeseries/base.py	1	6	5
pyro/ops/indexing.py	pyro/contrib/timeseries/gp.py	1	6	12
pyro/ops/indexing.py	pyro/contrib/timeseries/lgssm.py	1	6	8
pyro/ops/indexing.py	pyro/contrib/timeseries/lgssmgp.py	1	6	7
pyro/ops/indexing.py	pyro/distributions/constraints.py	1	6	4
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pyro/ops/indexing.py	pyro/distributions/stable.py	1	6	9
pyro/ops/indexing.py	pyro/distributions/testing/__init__.py	1	6	2
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pyro/ops/indexing.py	pyro/distributions/transforms/cholesky.py	1	6	4
pyro/ops/indexing.py	pyro/infer/autoguide/__init__.py	1	6	6
pyro/ops/indexing.py	pyro/infer/autoguide/guides.py	1	6	18
pyro/ops/indexing.py	pyro/infer/autoguide/utils.py	1	6	2
pyro/ops/indexing.py	pyro/infer/energy_distance.py	1	6	3
pyro/ops/indexing.py	pyro/infer/mcmc/__init__.py	1	6	7
pyro/ops/indexing.py	pyro/infer/predictive.py	1	6	6
pyro/ops/indexing.py	pyro/infer/reparam/__init__.py	1	6	10
pyro/ops/indexing.py	pyro/infer/reparam/loc_scale.py	1	6	3
pyro/ops/indexing.py	pyro/infer/reparam/neutra.py	1	6	5
pyro/ops/indexing.py	pyro/infer/reparam/reparam.py	1	6	3
pyro/ops/indexing.py	pyro/infer/reparam/stable.py	1	6	8
pyro/ops/indexing.py	pyro/infer/reparam/transform.py	1	6	2
pyro/ops/indexing.py	pyro/infer/smcfilter.py	1	6	5
pyro/ops/indexing.py	pyro/infer/tracetmc_elbo.py	1	6	5
pyro/ops/indexing.py	pyro/nn/module.py	1	6	20
pyro/ops/indexing.py	pyro/ops/gamma_gaussian.py	1	6	5
pyro/ops/indexing.py	pyro/ops/gaussian.py	1	6	12
pyro/ops/indexing.py	pyro/ops/hessian.py	1	6	2
pyro/ops/integrator.py	examples/air/air.py	1	16	36
pyro/ops/integrator.py	examples/air/modules.py	1	16	6
pyro/ops/integrator.py	examples/air/viz.py	1	16	6
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pyro/ops/integrator.py	examples/contrib/oed/gp_bayes_opt.py	1	16	9
pyro/ops/integrator.py	examples/contrib/timeseries/gp_models.py	1	16	10
pyro/ops/integrator.py	examples/dmm/dmm.py	1	16	56
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pyro/ops/integrator.py	examples/rsa/generics.py	1	16	19
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pyro/ops/integrator.py	examples/rsa/semantic_parsing.py	1	16	20
pyro/ops/integrator.py	examples/smcfilter.py	1	16	3
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pyro/ops/integrator.py	examples/vae/ss_vae_M2.py	1	16	34
pyro/ops/integrator.py	examples/vae/utils/custom_mlp.py	1	16	6
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pyro/ops/integrator.py	examples/vae/utils/vae_plots.py	1	16	4
pyro/ops/integrator.py	examples/vae/vae.py	1	16	29
pyro/ops/integrator.py	examples/vae/vae_comparison.py	1	16	29
pyro/ops/integrator.py	profiler/hmm.py	1	16	3
pyro/ops/integrator.py	pyro/contrib/autoguide.py	1	16	3
pyro/ops/integrator.py	pyro/contrib/autoname/scoping.py	1	16	6
pyro/ops/integrator.py	pyro/contrib/cevae/__init__.py	1	16	3
pyro/ops/integrator.py	pyro/contrib/conjugate/infer.py	1	16	4
pyro/ops/integrator.py	pyro/contrib/examples/bart.py	1	16	6
pyro/ops/integrator.py	pyro/contrib/examples/multi_mnist.py	1	16	3
pyro/ops/integrator.py	pyro/contrib/oed/__init__.py	1	16	6
pyro/ops/integrator.py	pyro/contrib/oed/glmm/__init__.py	1	16	2
pyro/ops/integrator.py	pyro/contrib/oed/glmm/glmm.py	1	16	2
pyro/ops/integrator.py	pyro/contrib/oed/glmm/guides.py	1	16	3
pyro/ops/integrator.py	pyro/contrib/oed/search.py	1	16	4
pyro/ops/integrator.py	pyro/contrib/timeseries/__init__.py	1	16	9
pyro/ops/integrator.py	pyro/contrib/timeseries/base.py	1	16	5
pyro/ops/integrator.py	pyro/contrib/timeseries/gp.py	1	16	12
pyro/ops/integrator.py	pyro/contrib/timeseries/lgssm.py	1	16	8
pyro/ops/integrator.py	pyro/contrib/timeseries/lgssmgp.py	1	16	7
pyro/ops/integrator.py	pyro/contrib/tracking/dynamic_models.py	1	16	7
pyro/ops/integrator.py	pyro/contrib/tracking/extended_kalman_filter.py	1	16	8
pyro/ops/integrator.py	pyro/contrib/tracking/measurements.py	1	16	5
pyro/ops/integrator.py	pyro/distributions/conditional.py	1	16	5
pyro/ops/integrator.py	pyro/distributions/constraints.py	1	16	4
pyro/ops/integrator.py	pyro/distributions/folded.py	1	16	2
pyro/ops/integrator.py	pyro/distributions/kl.py	1	16	3
pyro/ops/integrator.py	pyro/distributions/multivariate_studentt.py	1	16	5
pyro/ops/integrator.py	pyro/distributions/stable.py	1	16	9
pyro/ops/integrator.py	pyro/distributions/testing/__init__.py	1	16	2
pyro/ops/integrator.py	pyro/distributions/transforms/__init__.py	1	16	30
pyro/ops/integrator.py	pyro/distributions/transforms/affine_autoregressive.py	1	16	11
pyro/ops/integrator.py	pyro/distributions/transforms/batchnorm.py	1	16	7
pyro/ops/integrator.py	pyro/distributions/transforms/cholesky.py	1	16	4
pyro/ops/integrator.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	16	5
pyro/ops/integrator.py	pyro/distributions/transforms/neural_autoregressive.py	1	16	10
pyro/ops/integrator.py	pyro/distributions/unit.py	1	16	3
pyro/ops/integrator.py	pyro/distributions/zero_inflated.py	1	16	8
pyro/ops/integrator.py	pyro/infer/autoguide/__init__.py	1	16	6
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pyro/ops/integrator.py	pyro/infer/autoguide/utils.py	1	16	2
pyro/ops/integrator.py	pyro/infer/energy_distance.py	1	16	3
pyro/ops/integrator.py	pyro/infer/mcmc/logger.py	1	16	12
pyro/ops/integrator.py	pyro/infer/predictive.py	1	16	6
pyro/ops/integrator.py	pyro/infer/reparam/__init__.py	1	16	10
pyro/ops/integrator.py	pyro/infer/reparam/loc_scale.py	1	16	3
pyro/ops/integrator.py	pyro/infer/reparam/neutra.py	1	16	5
pyro/ops/integrator.py	pyro/infer/reparam/reparam.py	1	16	3
pyro/ops/integrator.py	pyro/infer/reparam/stable.py	1	16	8
pyro/ops/integrator.py	pyro/infer/reparam/transform.py	1	16	2
pyro/ops/integrator.py	pyro/infer/rws.py	1	16	4
pyro/ops/integrator.py	pyro/infer/smcfilter.py	1	16	5
pyro/ops/integrator.py	pyro/infer/svgd.py	1	16	7
pyro/ops/integrator.py	pyro/infer/tracetmc_elbo.py	1	16	5
pyro/ops/integrator.py	pyro/nn/module.py	1	16	20
pyro/ops/integrator.py	pyro/ops/gaussian.py	1	16	12
pyro/ops/integrator.py	pyro/ops/hessian.py	1	16	2
pyro/ops/integrator.py	pyro/ops/__init__.py	1	16	1
pyro/ops/jit.py	examples/air/viz.py	1	9	6
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pyro/ops/jit.py	examples/contrib/oed/gp_bayes_opt.py	1	9	9
pyro/ops/jit.py	examples/contrib/timeseries/gp_models.py	1	9	10
pyro/ops/jit.py	examples/dmm/polyphonic_data_loader.py	1	9	16
pyro/ops/jit.py	examples/dmm/util.py	1	9	2
pyro/ops/jit.py	examples/rsa/generics.py	1	9	19
pyro/ops/jit.py	examples/rsa/hyperbole.py	1	9	19
pyro/ops/jit.py	examples/smcfilter.py	1	9	3
pyro/ops/jit.py	examples/sparse_regression.py	1	9	18
pyro/ops/jit.py	examples/vae/utils/vae_plots.py	1	9	4
pyro/ops/jit.py	pyro/contrib/autoguide.py	1	9	3
pyro/ops/jit.py	pyro/contrib/cevae/__init__.py	1	9	3
pyro/ops/jit.py	pyro/contrib/examples/bart.py	1	9	6
pyro/ops/jit.py	pyro/contrib/examples/multi_mnist.py	1	9	3
pyro/ops/jit.py	pyro/contrib/oed/__init__.py	1	9	6
pyro/ops/jit.py	pyro/contrib/oed/glmm/__init__.py	1	9	2
pyro/ops/jit.py	pyro/contrib/oed/glmm/glmm.py	1	9	2
pyro/ops/jit.py	pyro/contrib/timeseries/__init__.py	1	9	9
pyro/ops/jit.py	pyro/contrib/timeseries/base.py	1	9	5
pyro/ops/jit.py	pyro/contrib/timeseries/gp.py	1	9	12
pyro/ops/jit.py	pyro/contrib/timeseries/lgssm.py	1	9	8
pyro/ops/jit.py	pyro/contrib/timeseries/lgssmgp.py	1	9	7
pyro/ops/jit.py	pyro/distributions/constraints.py	1	9	4
pyro/ops/jit.py	pyro/distributions/folded.py	1	9	2
pyro/ops/jit.py	pyro/distributions/kl.py	1	9	3
pyro/ops/jit.py	pyro/distributions/stable.py	1	9	9
pyro/ops/jit.py	pyro/distributions/testing/__init__.py	1	9	2
pyro/ops/jit.py	pyro/distributions/transforms/__init__.py	1	9	30
pyro/ops/jit.py	pyro/distributions/transforms/cholesky.py	1	9	4
pyro/ops/jit.py	pyro/infer/autoguide/__init__.py	1	9	6
pyro/ops/jit.py	pyro/infer/autoguide/guides.py	1	9	18
pyro/ops/jit.py	pyro/infer/autoguide/utils.py	1	9	2
pyro/ops/jit.py	pyro/infer/energy_distance.py	1	9	3
pyro/ops/jit.py	pyro/infer/mcmc/__init__.py	1	9	7
pyro/ops/jit.py	pyro/infer/predictive.py	1	9	6
pyro/ops/jit.py	pyro/infer/reparam/__init__.py	1	9	10
pyro/ops/jit.py	pyro/infer/reparam/loc_scale.py	1	9	3
pyro/ops/jit.py	pyro/infer/reparam/neutra.py	1	9	5
pyro/ops/jit.py	pyro/infer/reparam/reparam.py	1	9	3
pyro/ops/jit.py	pyro/infer/reparam/stable.py	1	9	8
pyro/ops/jit.py	pyro/infer/reparam/transform.py	1	9	2
pyro/ops/jit.py	pyro/infer/smcfilter.py	1	9	5
pyro/ops/jit.py	pyro/infer/tracetmc_elbo.py	1	9	5
pyro/ops/jit.py	pyro/nn/module.py	1	9	20
pyro/ops/jit.py	pyro/ops/gamma_gaussian.py	1	9	5
pyro/ops/jit.py	pyro/ops/gaussian.py	1	9	12
pyro/ops/jit.py	pyro/ops/hessian.py	1	9	2
pyro/ops/linalg.py	examples/air/modules.py	1	5	6
pyro/ops/linalg.py	examples/air/viz.py	1	5	6
pyro/ops/linalg.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/ops/linalg.py	examples/contrib/timeseries/gp_models.py	1	5	10
pyro/ops/linalg.py	examples/dmm/dmm.py	1	5	56
pyro/ops/linalg.py	examples/dmm/util.py	1	5	2
pyro/ops/linalg.py	examples/rsa/generics.py	1	5	19
pyro/ops/linalg.py	examples/rsa/hyperbole.py	1	5	19
pyro/ops/linalg.py	examples/rsa/semantic_parsing.py	1	5	20
pyro/ops/linalg.py	examples/smcfilter.py	1	5	3
pyro/ops/linalg.py	examples/sparse_regression.py	1	5	18
pyro/ops/linalg.py	examples/vae/utils/custom_mlp.py	1	5	6
pyro/ops/linalg.py	examples/vae/utils/mnist_cached.py	1	5	9
pyro/ops/linalg.py	examples/vae/utils/vae_plots.py	1	5	4
pyro/ops/linalg.py	examples/vae/vae_comparison.py	1	5	29
pyro/ops/linalg.py	profiler/hmm.py	1	5	3
pyro/ops/linalg.py	pyro/contrib/autoguide.py	1	5	3
pyro/ops/linalg.py	pyro/contrib/autoname/scoping.py	1	5	6
pyro/ops/linalg.py	pyro/contrib/cevae/__init__.py	1	5	3
pyro/ops/linalg.py	pyro/contrib/conjugate/infer.py	1	5	4
pyro/ops/linalg.py	pyro/contrib/examples/bart.py	1	5	6
pyro/ops/linalg.py	pyro/contrib/examples/multi_mnist.py	1	5	3
pyro/ops/linalg.py	pyro/contrib/oed/__init__.py	1	5	6
pyro/ops/linalg.py	pyro/contrib/oed/glmm/__init__.py	1	5	2
pyro/ops/linalg.py	pyro/contrib/oed/glmm/glmm.py	1	5	2
pyro/ops/linalg.py	pyro/contrib/oed/glmm/guides.py	1	5	3
pyro/ops/linalg.py	pyro/contrib/oed/search.py	1	5	4
pyro/ops/linalg.py	pyro/contrib/timeseries/__init__.py	1	5	9
pyro/ops/linalg.py	pyro/contrib/timeseries/base.py	1	5	5
pyro/ops/linalg.py	pyro/contrib/timeseries/gp.py	1	5	12
pyro/ops/linalg.py	pyro/contrib/timeseries/lgssm.py	1	5	8
pyro/ops/linalg.py	pyro/contrib/timeseries/lgssmgp.py	1	5	7
pyro/ops/linalg.py	pyro/distributions/conditional.py	1	5	5
pyro/ops/linalg.py	pyro/distributions/constraints.py	1	5	4
pyro/ops/linalg.py	pyro/distributions/folded.py	1	5	2
pyro/ops/linalg.py	pyro/distributions/kl.py	1	5	3
pyro/ops/linalg.py	pyro/distributions/multivariate_studentt.py	1	5	5
pyro/ops/linalg.py	pyro/distributions/stable.py	1	5	9
pyro/ops/linalg.py	pyro/distributions/testing/__init__.py	1	5	2
pyro/ops/linalg.py	pyro/distributions/transforms/__init__.py	1	5	30
pyro/ops/linalg.py	pyro/distributions/transforms/affine_autoregressive.py	1	5	11
pyro/ops/linalg.py	pyro/distributions/transforms/batchnorm.py	1	5	7
pyro/ops/linalg.py	pyro/distributions/transforms/cholesky.py	1	5	4
pyro/ops/linalg.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	5	5
pyro/ops/linalg.py	pyro/distributions/transforms/neural_autoregressive.py	1	5	10
pyro/ops/linalg.py	pyro/distributions/unit.py	1	5	3
pyro/ops/linalg.py	pyro/distributions/zero_inflated.py	1	5	8
pyro/ops/linalg.py	pyro/infer/autoguide/__init__.py	1	5	6
pyro/ops/linalg.py	pyro/infer/autoguide/guides.py	1	5	18
pyro/ops/linalg.py	pyro/infer/autoguide/initialization.py	1	5	7
pyro/ops/linalg.py	pyro/infer/autoguide/utils.py	1	5	2
pyro/ops/linalg.py	pyro/infer/energy_distance.py	1	5	3
pyro/ops/linalg.py	pyro/infer/mcmc/__init__.py	1	5	7
pyro/ops/linalg.py	pyro/infer/mcmc/logger.py	1	5	12
pyro/ops/linalg.py	pyro/infer/mcmc/util.py	1	5	35
pyro/ops/linalg.py	pyro/infer/predictive.py	1	5	6
pyro/ops/linalg.py	pyro/infer/reparam/__init__.py	1	5	10
pyro/ops/linalg.py	pyro/infer/reparam/loc_scale.py	1	5	3
pyro/ops/linalg.py	pyro/infer/reparam/neutra.py	1	5	5
pyro/ops/linalg.py	pyro/infer/reparam/reparam.py	1	5	3
pyro/ops/linalg.py	pyro/infer/reparam/stable.py	1	5	8
pyro/ops/linalg.py	pyro/infer/reparam/transform.py	1	5	2
pyro/ops/linalg.py	pyro/infer/rws.py	1	5	4
pyro/ops/linalg.py	pyro/infer/smcfilter.py	1	5	5
pyro/ops/linalg.py	pyro/infer/svgd.py	1	5	7
pyro/ops/linalg.py	pyro/infer/tracetmc_elbo.py	1	5	5
pyro/ops/linalg.py	pyro/nn/module.py	1	5	20
pyro/ops/linalg.py	pyro/ops/gamma_gaussian.py	1	5	5
pyro/ops/linalg.py	pyro/ops/gaussian.py	1	5	12
pyro/ops/linalg.py	pyro/ops/hessian.py	1	5	2
pyro/ops/newton.py	examples/air/air.py	1	9	36
pyro/ops/newton.py	examples/air/modules.py	1	9	6
pyro/ops/newton.py	examples/air/viz.py	1	9	6
pyro/ops/newton.py	examples/contrib/cevae/synthetic.py	1	9	8
pyro/ops/newton.py	examples/contrib/timeseries/gp_models.py	1	9	10
pyro/ops/newton.py	examples/dmm/dmm.py	1	9	56
pyro/ops/newton.py	examples/dmm/polyphonic_data_loader.py	1	9	16
pyro/ops/newton.py	examples/dmm/util.py	1	9	2
pyro/ops/newton.py	examples/rsa/generics.py	1	9	19
pyro/ops/newton.py	examples/rsa/hyperbole.py	1	9	19
pyro/ops/newton.py	examples/rsa/semantic_parsing.py	1	9	20
pyro/ops/newton.py	examples/smcfilter.py	1	9	3
pyro/ops/newton.py	examples/sparse_regression.py	1	9	18
pyro/ops/newton.py	examples/vae/ss_vae_M2.py	1	9	34
pyro/ops/newton.py	examples/vae/utils/custom_mlp.py	1	9	6
pyro/ops/newton.py	examples/vae/utils/mnist_cached.py	1	9	9
pyro/ops/newton.py	examples/vae/utils/vae_plots.py	1	9	4
pyro/ops/newton.py	examples/vae/vae.py	1	9	29
pyro/ops/newton.py	examples/vae/vae_comparison.py	1	9	29
pyro/ops/newton.py	profiler/hmm.py	1	9	3
pyro/ops/newton.py	pyro/contrib/autoguide.py	1	9	3
pyro/ops/newton.py	pyro/contrib/autoname/scoping.py	1	9	6
pyro/ops/newton.py	pyro/contrib/cevae/__init__.py	1	9	3
pyro/ops/newton.py	pyro/contrib/conjugate/infer.py	1	9	4
pyro/ops/newton.py	pyro/contrib/examples/bart.py	1	9	6
pyro/ops/newton.py	pyro/contrib/examples/multi_mnist.py	1	9	3
pyro/ops/newton.py	pyro/contrib/oed/__init__.py	1	9	6
pyro/ops/newton.py	pyro/contrib/oed/glmm/__init__.py	1	9	2
pyro/ops/newton.py	pyro/contrib/oed/glmm/glmm.py	1	9	2
pyro/ops/newton.py	pyro/contrib/oed/glmm/guides.py	1	9	3
pyro/ops/newton.py	pyro/contrib/oed/search.py	1	9	4
pyro/ops/newton.py	pyro/contrib/timeseries/__init__.py	1	9	9
pyro/ops/newton.py	pyro/contrib/timeseries/base.py	1	9	5
pyro/ops/newton.py	pyro/contrib/timeseries/gp.py	1	9	12
pyro/ops/newton.py	pyro/contrib/timeseries/lgssm.py	1	9	8
pyro/ops/newton.py	pyro/contrib/timeseries/lgssmgp.py	1	9	7
pyro/ops/newton.py	pyro/contrib/tracking/dynamic_models.py	1	9	7
pyro/ops/newton.py	pyro/contrib/tracking/extended_kalman_filter.py	1	9	8
pyro/ops/newton.py	pyro/contrib/tracking/measurements.py	1	9	5
pyro/ops/newton.py	pyro/distributions/conditional.py	1	9	5
pyro/ops/newton.py	pyro/distributions/constraints.py	1	9	4
pyro/ops/newton.py	pyro/distributions/folded.py	1	9	2
pyro/ops/newton.py	pyro/distributions/kl.py	1	9	3
pyro/ops/newton.py	pyro/distributions/multivariate_studentt.py	1	9	5
pyro/ops/newton.py	pyro/distributions/stable.py	1	9	9
pyro/ops/newton.py	pyro/distributions/testing/__init__.py	1	9	2
pyro/ops/newton.py	pyro/distributions/transforms/__init__.py	1	9	30
pyro/ops/newton.py	pyro/distributions/transforms/affine_autoregressive.py	1	9	11
pyro/ops/newton.py	pyro/distributions/transforms/batchnorm.py	1	9	7
pyro/ops/newton.py	pyro/distributions/transforms/cholesky.py	1	9	4
pyro/ops/newton.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	9	5
pyro/ops/newton.py	pyro/distributions/transforms/neural_autoregressive.py	1	9	10
pyro/ops/newton.py	pyro/distributions/unit.py	1	9	3
pyro/ops/newton.py	pyro/distributions/zero_inflated.py	1	9	8
pyro/ops/newton.py	pyro/infer/autoguide/__init__.py	1	9	6
pyro/ops/newton.py	pyro/infer/autoguide/guides.py	1	9	18
pyro/ops/newton.py	pyro/infer/autoguide/initialization.py	1	9	7
pyro/ops/newton.py	pyro/infer/autoguide/utils.py	1	9	2
pyro/ops/newton.py	pyro/infer/energy_distance.py	1	9	3
pyro/ops/newton.py	pyro/infer/mcmc/__init__.py	1	9	7
pyro/ops/newton.py	pyro/infer/mcmc/adaptation.py	1	9	11
pyro/ops/newton.py	pyro/infer/mcmc/logger.py	1	9	12
pyro/ops/newton.py	pyro/infer/mcmc/util.py	1	9	35
pyro/ops/newton.py	pyro/infer/predictive.py	1	9	6
pyro/ops/newton.py	pyro/infer/reparam/__init__.py	1	9	10
pyro/ops/newton.py	pyro/infer/reparam/loc_scale.py	1	9	3
pyro/ops/newton.py	pyro/infer/reparam/neutra.py	1	9	5
pyro/ops/newton.py	pyro/infer/reparam/reparam.py	1	9	3
pyro/ops/newton.py	pyro/infer/reparam/stable.py	1	9	8
pyro/ops/newton.py	pyro/infer/reparam/transform.py	1	9	2
pyro/ops/newton.py	pyro/infer/rws.py	1	9	4
pyro/ops/newton.py	pyro/infer/smcfilter.py	1	9	5
pyro/ops/newton.py	pyro/infer/svgd.py	1	9	7
pyro/ops/newton.py	pyro/infer/tracetmc_elbo.py	1	9	5
pyro/ops/newton.py	pyro/nn/module.py	1	9	20
pyro/ops/newton.py	pyro/ops/gamma_gaussian.py	1	9	5
pyro/ops/newton.py	pyro/ops/gaussian.py	1	9	12
pyro/ops/newton.py	pyro/ops/hessian.py	1	9	2
pyro/ops/packed.py	examples/air/modules.py	1	10	6
pyro/ops/packed.py	examples/air/viz.py	1	10	6
pyro/ops/packed.py	examples/contrib/cevae/synthetic.py	1	10	8
pyro/ops/packed.py	examples/contrib/timeseries/gp_models.py	1	10	10
pyro/ops/packed.py	examples/dmm/dmm.py	1	10	56
pyro/ops/packed.py	examples/dmm/util.py	1	10	2
pyro/ops/packed.py	examples/rsa/generics.py	1	10	19
pyro/ops/packed.py	examples/rsa/hyperbole.py	1	10	19
pyro/ops/packed.py	examples/rsa/semantic_parsing.py	1	10	20
pyro/ops/packed.py	examples/smcfilter.py	1	10	3
pyro/ops/packed.py	examples/vae/utils/custom_mlp.py	1	10	6
pyro/ops/packed.py	examples/vae/utils/mnist_cached.py	1	10	9
pyro/ops/packed.py	examples/vae/utils/vae_plots.py	1	10	4
pyro/ops/packed.py	examples/vae/vae_comparison.py	1	10	29
pyro/ops/packed.py	profiler/hmm.py	1	10	3
pyro/ops/packed.py	pyro/contrib/autoguide.py	1	10	3
pyro/ops/packed.py	pyro/contrib/autoname/scoping.py	1	10	6
pyro/ops/packed.py	pyro/contrib/cevae/__init__.py	1	10	3
pyro/ops/packed.py	pyro/contrib/conjugate/infer.py	1	10	4
pyro/ops/packed.py	pyro/contrib/examples/bart.py	1	10	6
pyro/ops/packed.py	pyro/contrib/examples/multi_mnist.py	1	10	3
pyro/ops/packed.py	pyro/contrib/oed/__init__.py	1	10	6
pyro/ops/packed.py	pyro/contrib/oed/glmm/__init__.py	1	10	2
pyro/ops/packed.py	pyro/contrib/oed/glmm/glmm.py	1	10	2
pyro/ops/packed.py	pyro/contrib/oed/glmm/guides.py	1	10	3
pyro/ops/packed.py	pyro/contrib/oed/search.py	1	10	4
pyro/ops/packed.py	pyro/contrib/timeseries/__init__.py	1	10	9
pyro/ops/packed.py	pyro/contrib/timeseries/base.py	1	10	5
pyro/ops/packed.py	pyro/contrib/timeseries/gp.py	1	10	12
pyro/ops/packed.py	pyro/contrib/timeseries/lgssm.py	1	10	8
pyro/ops/packed.py	pyro/contrib/timeseries/lgssmgp.py	1	10	7
pyro/ops/packed.py	pyro/distributions/conditional.py	1	10	5
pyro/ops/packed.py	pyro/distributions/constraints.py	1	10	4
pyro/ops/packed.py	pyro/distributions/folded.py	1	10	2
pyro/ops/packed.py	pyro/distributions/kl.py	1	10	3
pyro/ops/packed.py	pyro/distributions/multivariate_studentt.py	1	10	5
pyro/ops/packed.py	pyro/distributions/stable.py	1	10	9
pyro/ops/packed.py	pyro/distributions/testing/__init__.py	1	10	2
pyro/ops/packed.py	pyro/distributions/transforms/__init__.py	1	10	30
pyro/ops/packed.py	pyro/distributions/transforms/affine_autoregressive.py	1	10	11
pyro/ops/packed.py	pyro/distributions/transforms/batchnorm.py	1	10	7
pyro/ops/packed.py	pyro/distributions/transforms/cholesky.py	1	10	4
pyro/ops/packed.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	10	5
pyro/ops/packed.py	pyro/distributions/transforms/neural_autoregressive.py	1	10	10
pyro/ops/packed.py	pyro/distributions/unit.py	1	10	3
pyro/ops/packed.py	pyro/distributions/zero_inflated.py	1	10	8
pyro/ops/packed.py	pyro/infer/autoguide/__init__.py	1	10	6
pyro/ops/packed.py	pyro/infer/autoguide/guides.py	1	10	18
pyro/ops/packed.py	pyro/infer/autoguide/initialization.py	1	10	7
pyro/ops/packed.py	pyro/infer/autoguide/utils.py	1	10	2
pyro/ops/packed.py	pyro/infer/energy_distance.py	1	10	3
pyro/ops/packed.py	pyro/infer/mcmc/__init__.py	1	10	7
pyro/ops/packed.py	pyro/infer/mcmc/logger.py	1	10	12
pyro/ops/packed.py	pyro/infer/predictive.py	1	10	6
pyro/ops/packed.py	pyro/infer/reparam/__init__.py	1	10	10
pyro/ops/packed.py	pyro/infer/reparam/loc_scale.py	1	10	3
pyro/ops/packed.py	pyro/infer/reparam/neutra.py	1	10	5
pyro/ops/packed.py	pyro/infer/reparam/reparam.py	1	10	3
pyro/ops/packed.py	pyro/infer/reparam/stable.py	1	10	8
pyro/ops/packed.py	pyro/infer/reparam/transform.py	1	10	2
pyro/ops/packed.py	pyro/infer/rws.py	1	10	4
pyro/ops/packed.py	pyro/infer/smcfilter.py	1	10	5
pyro/ops/packed.py	pyro/infer/svgd.py	1	10	7
pyro/ops/packed.py	pyro/infer/tracetmc_elbo.py	1	10	5
pyro/ops/packed.py	pyro/nn/module.py	1	10	20
pyro/ops/packed.py	pyro/ops/gamma_gaussian.py	1	10	5
pyro/ops/packed.py	pyro/ops/gaussian.py	1	10	12
pyro/ops/packed.py	pyro/ops/hessian.py	1	10	2
pyro/ops/rings.py	examples/air/viz.py	1	10	6
pyro/ops/rings.py	examples/contrib/cevae/synthetic.py	1	10	8
pyro/ops/rings.py	examples/contrib/oed/gp_bayes_opt.py	1	10	9
pyro/ops/rings.py	examples/contrib/timeseries/gp_models.py	1	10	10
pyro/ops/rings.py	examples/dmm/util.py	1	10	2
pyro/ops/rings.py	examples/rsa/generics.py	1	10	19
pyro/ops/rings.py	examples/rsa/hyperbole.py	1	10	19
pyro/ops/rings.py	examples/smcfilter.py	1	10	3
pyro/ops/rings.py	examples/sparse_regression.py	1	10	18
pyro/ops/rings.py	examples/vae/utils/vae_plots.py	1	10	4
pyro/ops/rings.py	profiler/hmm.py	1	10	3
pyro/ops/rings.py	pyro/contrib/autoguide.py	1	10	3
pyro/ops/rings.py	pyro/contrib/cevae/__init__.py	1	10	3
pyro/ops/rings.py	pyro/contrib/examples/bart.py	1	10	6
pyro/ops/rings.py	pyro/contrib/examples/multi_mnist.py	1	10	3
pyro/ops/rings.py	pyro/contrib/oed/__init__.py	1	10	6
pyro/ops/rings.py	pyro/contrib/oed/glmm/__init__.py	1	10	2
pyro/ops/rings.py	pyro/contrib/oed/glmm/glmm.py	1	10	2
pyro/ops/rings.py	pyro/contrib/timeseries/__init__.py	1	10	9
pyro/ops/rings.py	pyro/contrib/timeseries/base.py	1	10	5
pyro/ops/rings.py	pyro/contrib/timeseries/gp.py	1	10	12
pyro/ops/rings.py	pyro/contrib/timeseries/lgssm.py	1	10	8
pyro/ops/rings.py	pyro/contrib/timeseries/lgssmgp.py	1	10	7
pyro/ops/rings.py	pyro/distributions/constraints.py	1	10	4
pyro/ops/rings.py	pyro/distributions/folded.py	1	10	2
pyro/ops/rings.py	pyro/distributions/kl.py	1	10	3
pyro/ops/rings.py	pyro/distributions/stable.py	1	10	9
pyro/ops/rings.py	pyro/distributions/testing/__init__.py	1	10	2
pyro/ops/rings.py	pyro/distributions/transforms/__init__.py	1	10	30
pyro/ops/rings.py	pyro/distributions/transforms/cholesky.py	1	10	4
pyro/ops/rings.py	pyro/infer/autoguide/__init__.py	1	10	6
pyro/ops/rings.py	pyro/infer/autoguide/guides.py	1	10	18
pyro/ops/rings.py	pyro/infer/autoguide/utils.py	1	10	2
pyro/ops/rings.py	pyro/infer/energy_distance.py	1	10	3
pyro/ops/rings.py	pyro/infer/mcmc/__init__.py	1	10	7
pyro/ops/rings.py	pyro/infer/predictive.py	1	10	6
pyro/ops/rings.py	pyro/infer/reparam/__init__.py	1	10	10
pyro/ops/rings.py	pyro/infer/reparam/loc_scale.py	1	10	3
pyro/ops/rings.py	pyro/infer/reparam/neutra.py	1	10	5
pyro/ops/rings.py	pyro/infer/reparam/reparam.py	1	10	3
pyro/ops/rings.py	pyro/infer/reparam/stable.py	1	10	8
pyro/ops/rings.py	pyro/infer/reparam/transform.py	1	10	2
pyro/ops/rings.py	pyro/infer/smcfilter.py	1	10	5
pyro/ops/rings.py	pyro/infer/tracetmc_elbo.py	1	10	5
pyro/ops/rings.py	pyro/nn/module.py	1	10	20
pyro/ops/rings.py	pyro/ops/gamma_gaussian.py	1	10	5
pyro/ops/rings.py	pyro/ops/gaussian.py	1	10	12
pyro/ops/rings.py	pyro/ops/hessian.py	1	10	2
pyro/ops/special.py	examples/sir_hmc.py	1	2	11
pyro/ops/special.py	pyro/contrib/epidemiology/util.py	1	2	8
pyro/ops/special.py	pyro/distributions/coalescent.py	1	2	4
pyro/ops/special.py	pyro/distributions/extended.py	1	2	3
pyro/ops/special.py	pyro/distributions/hmm.py	1	2	30
pyro/ops/special.py	pyro/ops/einsum/torch_log.py	1	2	11
pyro/ops/special.py	pyro/distributions/torch.py	1	2	40
pyro/ops/ssm_gp.py	examples/air/air.py	1	6	36
pyro/ops/ssm_gp.py	examples/air/main.py	1	6	37
pyro/ops/ssm_gp.py	examples/air/modules.py	1	6	6
pyro/ops/ssm_gp.py	examples/air/viz.py	1	6	6
pyro/ops/ssm_gp.py	examples/baseball.py	1	6	46
pyro/ops/ssm_gp.py	examples/capture_recapture/cjs.py	1	6	9
pyro/ops/ssm_gp.py	examples/contrib/autoname/mixture.py	1	6	22
pyro/ops/ssm_gp.py	examples/contrib/autoname/scoping_mixture.py	1	6	22
pyro/ops/ssm_gp.py	examples/contrib/autoname/tree_data.py	1	6	21
pyro/ops/ssm_gp.py	examples/contrib/cevae/synthetic.py	1	6	8
pyro/ops/ssm_gp.py	examples/contrib/gp/sv-dkl.py	1	6	34
pyro/ops/ssm_gp.py	examples/contrib/oed/gp_bayes_opt.py	1	6	9
pyro/ops/ssm_gp.py	examples/dmm/dmm.py	1	6	56
pyro/ops/ssm_gp.py	examples/dmm/polyphonic_data_loader.py	1	6	16
pyro/ops/ssm_gp.py	examples/dmm/util.py	1	6	2
pyro/ops/ssm_gp.py	examples/eight_schools/data.py	1	6	3
pyro/ops/ssm_gp.py	examples/eight_schools/mcmc.py	1	6	29
pyro/ops/ssm_gp.py	examples/eight_schools/svi.py	1	6	22
pyro/ops/ssm_gp.py	examples/einsum.py	1	6	3
pyro/ops/ssm_gp.py	examples/hmm.py	1	6	45
pyro/ops/ssm_gp.py	examples/inclined_plane.py	1	6	35
pyro/ops/ssm_gp.py	examples/lda.py	1	6	25
pyro/ops/ssm_gp.py	examples/lkj.py	1	6	20
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pyro/ops/ssm_gp.py	pyro/contrib/easyguide/__init__.py	1	6	3
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pyro/ops/ssm_gp.py	pyro/contrib/gp/kernels/brownian.py	1	6	12
pyro/ops/ssm_gp.py	pyro/contrib/gp/kernels/coregionalize.py	1	6	9
pyro/ops/ssm_gp.py	pyro/contrib/gp/kernels/dot_product.py	1	6	13
pyro/ops/ssm_gp.py	pyro/contrib/gp/kernels/isotropic.py	1	6	14
pyro/ops/ssm_gp.py	pyro/contrib/gp/kernels/kernel.py	1	6	22
pyro/ops/ssm_gp.py	pyro/contrib/gp/kernels/periodic.py	1	6	12
pyro/ops/ssm_gp.py	pyro/contrib/gp/kernels/static.py	1	6	13
pyro/ops/ssm_gp.py	pyro/contrib/gp/likelihoods/__init__.py	1	6	8
pyro/ops/ssm_gp.py	pyro/contrib/gp/likelihoods/binary.py	1	6	17
pyro/ops/ssm_gp.py	pyro/contrib/gp/likelihoods/gaussian.py	1	6	18
pyro/ops/ssm_gp.py	pyro/contrib/gp/likelihoods/likelihood.py	1	6	12
pyro/ops/ssm_gp.py	pyro/contrib/gp/likelihoods/multi_class.py	1	6	15
pyro/ops/ssm_gp.py	pyro/contrib/gp/likelihoods/poisson.py	1	6	11
pyro/ops/ssm_gp.py	pyro/contrib/gp/models/__init__.py	1	6	11
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pyro/ops/ssm_gp.py	pyro/contrib/gp/models/sgpr.py	1	6	32
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pyro/ops/ssm_gp.py	pyro/contrib/oed/glmm/__init__.py	1	6	2
pyro/ops/ssm_gp.py	pyro/contrib/oed/glmm/glmm.py	1	6	2
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pyro/ops/ssm_gp.py	pyro/contrib/tracking/__init__.py	1	6	3
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pyro/ops/ssm_gp.py	pyro/contrib/tracking/extended_kalman_filter.py	1	6	8
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pyro/ops/ssm_gp.py	pyro/contrib/tracking/measurements.py	1	6	5
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pyro/ops/ssm_gp.py	pyro/distributions/delta.py	1	6	44
pyro/ops/ssm_gp.py	pyro/distributions/diag_normal_mixture.py	1	6	8
pyro/ops/ssm_gp.py	pyro/distributions/diag_normal_mixture_shared_cov.py	1	6	9
pyro/ops/ssm_gp.py	pyro/distributions/distribution.py	1	6	44
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pyro/ops/ssm_gp.py	pyro/distributions/hmm.py	1	6	30
pyro/ops/ssm_gp.py	pyro/distributions/inverse_gamma.py	1	6	6
pyro/ops/ssm_gp.py	pyro/distributions/kl.py	1	6	3
pyro/ops/ssm_gp.py	pyro/distributions/lkj.py	1	6	10
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pyro/ops/ssm_gp.py	pyro/distributions/multivariate_studentt.py	1	6	5
pyro/ops/ssm_gp.py	pyro/distributions/omt_mvn.py	1	6	18
pyro/ops/ssm_gp.py	pyro/distributions/rejector.py	1	6	10
pyro/ops/ssm_gp.py	pyro/distributions/relaxed_straight_through.py	1	6	8
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pyro/ops/ssm_gp.py	pyro/distributions/spanning_tree.py	1	6	7
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pyro/ops/ssm_gp.py	pyro/distributions/torch.py	1	6	40
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pyro/ops/ssm_gp.py	pyro/distributions/torch_patch.py	1	6	27
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pyro/ops/ssm_gp.py	pyro/distributions/transforms/__init__.py	1	6	30
pyro/ops/ssm_gp.py	pyro/distributions/transforms/affine_autoregressive.py	1	6	11
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pyro/ops/ssm_gp.py	pyro/distributions/transforms/batchnorm.py	1	6	7
pyro/ops/ssm_gp.py	pyro/distributions/transforms/block_autoregressive.py	1	6	12
pyro/ops/ssm_gp.py	pyro/distributions/transforms/cholesky.py	1	6	4
pyro/ops/ssm_gp.py	pyro/distributions/transforms/householder.py	1	6	11
pyro/ops/ssm_gp.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	6	5
pyro/ops/ssm_gp.py	pyro/distributions/transforms/neural_autoregressive.py	1	6	10
pyro/ops/ssm_gp.py	pyro/distributions/transforms/permute.py	1	6	13
pyro/ops/ssm_gp.py	pyro/distributions/transforms/planar.py	1	6	16
pyro/ops/ssm_gp.py	pyro/distributions/transforms/polynomial.py	1	6	9
pyro/ops/ssm_gp.py	pyro/distributions/transforms/radial.py	1	6	15
pyro/ops/ssm_gp.py	pyro/distributions/transforms/sylvester.py	1	6	12
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pyro/ops/ssm_gp.py	pyro/distributions/unit.py	1	6	3
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pyro/ops/ssm_gp.py	pyro/distributions/von_mises_3d.py	1	6	4
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pyro/ops/ssm_gp.py	pyro/infer/__init__.py	1	6	44
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pyro/ops/ssm_gp.py	pyro/infer/csis.py	1	6	5
pyro/ops/ssm_gp.py	pyro/infer/discrete.py	1	6	11
pyro/ops/ssm_gp.py	pyro/infer/elbo.py	1	6	27
pyro/ops/ssm_gp.py	pyro/infer/energy_distance.py	1	6	3
pyro/ops/ssm_gp.py	pyro/infer/enum.py	1	6	32
pyro/ops/ssm_gp.py	pyro/infer/importance.py	1	6	33
pyro/ops/ssm_gp.py	pyro/infer/mcmc/__init__.py	1	6	7
pyro/ops/ssm_gp.py	pyro/infer/mcmc/adaptation.py	1	6	11
pyro/ops/ssm_gp.py	pyro/infer/mcmc/api.py	1	6	24
pyro/ops/ssm_gp.py	pyro/infer/mcmc/hmc.py	1	6	77
pyro/ops/ssm_gp.py	pyro/infer/mcmc/logger.py	1	6	12
pyro/ops/ssm_gp.py	pyro/infer/mcmc/mcmc_kernel.py	1	6	5
pyro/ops/ssm_gp.py	pyro/infer/mcmc/nuts.py	1	6	59
pyro/ops/ssm_gp.py	pyro/infer/mcmc/util.py	1	6	35
pyro/ops/ssm_gp.py	pyro/infer/predictive.py	1	6	6
pyro/ops/ssm_gp.py	pyro/infer/renyi_elbo.py	1	6	14
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pyro/ops/ssm_gp.py	pyro/infer/svgd.py	1	6	7
pyro/ops/ssm_gp.py	pyro/infer/svi.py	1	6	28
pyro/ops/ssm_gp.py	pyro/infer/trace_elbo.py	1	6	59
pyro/ops/ssm_gp.py	pyro/infer/trace_mean_field_elbo.py	1	6	10
pyro/ops/ssm_gp.py	pyro/infer/trace_mmd.py	1	6	6
pyro/ops/ssm_gp.py	pyro/infer/trace_tail_adaptive_elbo.py	1	6	5
pyro/ops/ssm_gp.py	pyro/infer/traceenum_elbo.py	1	6	64
pyro/ops/ssm_gp.py	pyro/infer/tracegraph_elbo.py	1	6	70
pyro/ops/ssm_gp.py	pyro/infer/tracetmc_elbo.py	1	6	5
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pyro/ops/ssm_gp.py	pyro/logger.py	1	6	3
pyro/ops/ssm_gp.py	pyro/nn/auto_reg_nn.py	1	6	25
pyro/ops/ssm_gp.py	pyro/nn/dense_nn.py	1	6	6
pyro/ops/ssm_gp.py	pyro/ops/contract.py	1	6	21
pyro/ops/ssm_gp.py	pyro/ops/dual_averaging.py	1	6	7
pyro/ops/ssm_gp.py	pyro/ops/einsum/__init__.py	1	6	13
pyro/ops/ssm_gp.py	pyro/ops/einsum/adjoint.py	1	6	7
pyro/ops/ssm_gp.py	pyro/ops/einsum/torch_log.py	1	6	11
pyro/ops/ssm_gp.py	pyro/ops/einsum/torch_map.py	1	6	5
pyro/ops/ssm_gp.py	pyro/ops/einsum/torch_marginal.py	1	6	5
pyro/ops/ssm_gp.py	pyro/ops/einsum/torch_sample.py	1	6	5
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pyro/ops/ssm_gp.py	pyro/ops/gamma_gaussian.py	1	6	5
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pyro/ops/ssm_gp.py	pyro/ops/hessian.py	1	6	2
pyro/ops/ssm_gp.py	pyro/ops/indexing.py	1	6	6
pyro/ops/ssm_gp.py	pyro/ops/integrator.py	1	6	16
pyro/ops/ssm_gp.py	pyro/ops/jit.py	1	6	9
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pyro/ops/ssm_gp.py	pyro/ops/newton.py	1	6	9
pyro/ops/ssm_gp.py	pyro/ops/packed.py	1	6	10
pyro/ops/ssm_gp.py	pyro/ops/rings.py	1	6	10
pyro/ops/stats.py	examples/contrib/forecast/bart.py	1	17	6
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pyro/ops/stats.py	pyro/distributions/transforms/cholesky.py	1	17	4
pyro/ops/stats.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	17	5
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pyro/ops/stats.py	pyro/infer/autoguide/utils.py	1	17	2
pyro/ops/stats.py	pyro/infer/energy_distance.py	1	17	3
pyro/ops/stats.py	pyro/infer/mcmc/__init__.py	1	17	7
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pyro/ops/stats.py	pyro/infer/reparam/__init__.py	1	17	10
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pyro/ops/stats.py	pyro/infer/reparam/neutra.py	1	17	5
pyro/ops/stats.py	pyro/infer/reparam/reparam.py	1	17	3
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pyro/ops/stats.py	pyro/infer/tracetmc_elbo.py	1	17	5
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pyro/ops/stats.py	pyro/ops/hessian.py	1	17	2
pyro/ops/stats.py	pyro/ops/ssm_gp.py	1	17	6
pyro/ops/tensor_utils.py	examples/sir_hmc.py	1	15	11
pyro/ops/tensor_utils.py	pyro/contrib/epidemiology/compartmental.py	1	15	33
pyro/ops/tensor_utils.py	pyro/contrib/epidemiology/distributions.py	1	15	9
pyro/ops/tensor_utils.py	pyro/contrib/epidemiology/util.py	1	15	8
pyro/ops/tensor_utils.py	pyro/distributions/coalescent.py	1	15	4
pyro/ops/tensor_utils.py	pyro/distributions/extended.py	1	15	3
pyro/ops/tensor_utils.py	pyro/ops/special.py	1	15	2
pyro/ops/tensor_utils.py	pyro/distributions/transforms/haar.py	1	15	2
pyro/ops/tensor_utils.py	examples/contrib/forecast/bart.py	1	15	6
pyro/ops/tensor_utils.py	pyro/contrib/forecast/evaluate.py	1	15	8
pyro/ops/tensor_utils.py	pyro/contrib/forecast/forecaster.py	1	15	14
pyro/ops/tensor_utils.py	pyro/infer/reparam/discrete_cosine.py	1	15	4
pyro/ops/tensor_utils.py	examples/air/air.py	1	15	36
pyro/ops/tensor_utils.py	examples/air/main.py	1	15	37
pyro/ops/tensor_utils.py	examples/air/modules.py	1	15	6
pyro/ops/tensor_utils.py	examples/air/viz.py	1	15	6
pyro/ops/tensor_utils.py	examples/baseball.py	1	15	46
pyro/ops/tensor_utils.py	examples/capture_recapture/cjs.py	1	15	9
pyro/ops/tensor_utils.py	examples/contrib/autoname/mixture.py	1	15	22
pyro/ops/tensor_utils.py	examples/contrib/autoname/scoping_mixture.py	1	15	22
pyro/ops/tensor_utils.py	examples/contrib/autoname/tree_data.py	1	15	21
pyro/ops/tensor_utils.py	examples/contrib/cevae/synthetic.py	1	15	8
pyro/ops/tensor_utils.py	examples/contrib/gp/sv-dkl.py	1	15	34
pyro/ops/tensor_utils.py	examples/contrib/oed/gp_bayes_opt.py	1	15	9
pyro/ops/tensor_utils.py	examples/dmm/dmm.py	1	15	56
pyro/ops/tensor_utils.py	examples/dmm/polyphonic_data_loader.py	1	15	16
pyro/ops/tensor_utils.py	examples/dmm/util.py	1	15	2
pyro/ops/tensor_utils.py	examples/eight_schools/data.py	1	15	3
pyro/ops/tensor_utils.py	examples/eight_schools/mcmc.py	1	15	29
pyro/ops/tensor_utils.py	examples/eight_schools/svi.py	1	15	22
pyro/ops/tensor_utils.py	examples/einsum.py	1	15	3
pyro/ops/tensor_utils.py	examples/hmm.py	1	15	45
pyro/ops/tensor_utils.py	examples/inclined_plane.py	1	15	35
pyro/ops/tensor_utils.py	examples/lda.py	1	15	25
pyro/ops/tensor_utils.py	examples/lkj.py	1	15	20
pyro/ops/tensor_utils.py	examples/minipyro.py	1	15	26
pyro/ops/tensor_utils.py	examples/mixed_hmm/experiment.py	1	15	3
pyro/ops/tensor_utils.py	examples/mixed_hmm/model.py	1	15	4
pyro/ops/tensor_utils.py	examples/mixed_hmm/seal_data.py	1	15	5
pyro/ops/tensor_utils.py	examples/rsa/generics.py	1	15	19
pyro/ops/tensor_utils.py	examples/rsa/hyperbole.py	1	15	19
pyro/ops/tensor_utils.py	examples/rsa/schelling.py	1	15	19
pyro/ops/tensor_utils.py	examples/rsa/schelling_false.py	1	15	19
pyro/ops/tensor_utils.py	examples/rsa/search_inference.py	1	15	9
pyro/ops/tensor_utils.py	examples/rsa/semantic_parsing.py	1	15	20
pyro/ops/tensor_utils.py	examples/smcfilter.py	1	15	3
pyro/ops/tensor_utils.py	examples/sparse_gamma_def.py	1	15	28
pyro/ops/tensor_utils.py	examples/sparse_regression.py	1	15	18
pyro/ops/tensor_utils.py	examples/vae/ss_vae_M2.py	1	15	34
pyro/ops/tensor_utils.py	examples/vae/utils/custom_mlp.py	1	15	6
pyro/ops/tensor_utils.py	examples/vae/utils/mnist_cached.py	1	15	9
pyro/ops/tensor_utils.py	examples/vae/utils/vae_plots.py	1	15	4
pyro/ops/tensor_utils.py	examples/vae/vae.py	1	15	29
pyro/ops/tensor_utils.py	examples/vae/vae_comparison.py	1	15	29
pyro/ops/tensor_utils.py	profiler/distributions.py	1	15	11
pyro/ops/tensor_utils.py	profiler/hmm.py	1	15	3
pyro/ops/tensor_utils.py	profiler/profiling_utils.py	1	15	5
pyro/ops/tensor_utils.py	pyro/__init__.py	1	15	176
pyro/ops/tensor_utils.py	pyro/contrib/autoguide.py	1	15	3
pyro/ops/tensor_utils.py	pyro/contrib/autoname/__init__.py	1	15	5
pyro/ops/tensor_utils.py	pyro/contrib/autoname/named.py	1	15	5
pyro/ops/tensor_utils.py	pyro/contrib/autoname/scoping.py	1	15	6
pyro/ops/tensor_utils.py	pyro/contrib/bnn/__init__.py	1	15	3
pyro/ops/tensor_utils.py	pyro/contrib/bnn/hidden_layer.py	1	15	3
pyro/ops/tensor_utils.py	pyro/contrib/bnn/utils.py	1	15	3
pyro/ops/tensor_utils.py	pyro/contrib/cevae/__init__.py	1	15	3
pyro/ops/tensor_utils.py	pyro/contrib/conjugate/infer.py	1	15	4
pyro/ops/tensor_utils.py	pyro/contrib/easyguide/__init__.py	1	15	3
pyro/ops/tensor_utils.py	pyro/contrib/easyguide/easyguide.py	1	15	9
pyro/ops/tensor_utils.py	pyro/contrib/examples/bart.py	1	15	6
pyro/ops/tensor_utils.py	pyro/contrib/examples/multi_mnist.py	1	15	3
pyro/ops/tensor_utils.py	pyro/contrib/examples/util.py	1	15	9
pyro/ops/tensor_utils.py	pyro/contrib/gp/__init__.py	1	15	14
pyro/ops/tensor_utils.py	pyro/contrib/gp/kernels/__init__.py	1	15	12
pyro/ops/tensor_utils.py	pyro/contrib/gp/kernels/brownian.py	1	15	12
pyro/ops/tensor_utils.py	pyro/contrib/gp/kernels/coregionalize.py	1	15	9
pyro/ops/tensor_utils.py	pyro/contrib/gp/kernels/dot_product.py	1	15	13
pyro/ops/tensor_utils.py	pyro/contrib/gp/kernels/isotropic.py	1	15	14
pyro/ops/tensor_utils.py	pyro/contrib/gp/kernels/kernel.py	1	15	22
pyro/ops/tensor_utils.py	pyro/contrib/gp/kernels/periodic.py	1	15	12
pyro/ops/tensor_utils.py	pyro/contrib/gp/kernels/static.py	1	15	13
pyro/ops/tensor_utils.py	pyro/contrib/gp/likelihoods/__init__.py	1	15	8
pyro/ops/tensor_utils.py	pyro/contrib/gp/likelihoods/binary.py	1	15	17
pyro/ops/tensor_utils.py	pyro/contrib/gp/likelihoods/gaussian.py	1	15	18
pyro/ops/tensor_utils.py	pyro/contrib/gp/likelihoods/likelihood.py	1	15	12
pyro/ops/tensor_utils.py	pyro/contrib/gp/likelihoods/multi_class.py	1	15	15
pyro/ops/tensor_utils.py	pyro/contrib/gp/likelihoods/poisson.py	1	15	11
pyro/ops/tensor_utils.py	pyro/contrib/gp/models/__init__.py	1	15	11
pyro/ops/tensor_utils.py	pyro/contrib/gp/models/gplvm.py	1	15	12
pyro/ops/tensor_utils.py	pyro/contrib/gp/models/gpr.py	1	15	27
pyro/ops/tensor_utils.py	pyro/contrib/gp/models/model.py	1	15	24
pyro/ops/tensor_utils.py	pyro/contrib/gp/models/sgpr.py	1	15	32
pyro/ops/tensor_utils.py	pyro/contrib/gp/models/vgp.py	1	15	21
pyro/ops/tensor_utils.py	pyro/contrib/gp/models/vsgp.py	1	15	11
pyro/ops/tensor_utils.py	pyro/contrib/gp/parameterized.py	1	15	8
pyro/ops/tensor_utils.py	pyro/contrib/gp/util.py	1	15	19
pyro/ops/tensor_utils.py	pyro/contrib/minipyro.py	1	15	17
pyro/ops/tensor_utils.py	pyro/contrib/oed/__init__.py	1	15	6
pyro/ops/tensor_utils.py	pyro/contrib/oed/eig.py	1	15	17
pyro/ops/tensor_utils.py	pyro/contrib/oed/glmm/__init__.py	1	15	2
pyro/ops/tensor_utils.py	pyro/contrib/oed/glmm/glmm.py	1	15	2
pyro/ops/tensor_utils.py	pyro/contrib/oed/glmm/guides.py	1	15	3
pyro/ops/tensor_utils.py	pyro/contrib/oed/search.py	1	15	4
pyro/ops/tensor_utils.py	pyro/contrib/oed/util.py	1	15	8
pyro/ops/tensor_utils.py	pyro/contrib/timeseries/base.py	1	15	5
pyro/ops/tensor_utils.py	pyro/contrib/timeseries/lgssm.py	1	15	8
pyro/ops/tensor_utils.py	pyro/contrib/timeseries/lgssmgp.py	1	15	7
pyro/ops/tensor_utils.py	pyro/contrib/tracking/__init__.py	1	15	3
pyro/ops/tensor_utils.py	pyro/contrib/tracking/assignment.py	1	15	9
pyro/ops/tensor_utils.py	pyro/contrib/tracking/distributions.py	1	15	6
pyro/ops/tensor_utils.py	pyro/contrib/tracking/dynamic_models.py	1	15	7
pyro/ops/tensor_utils.py	pyro/contrib/tracking/extended_kalman_filter.py	1	15	8
pyro/ops/tensor_utils.py	pyro/contrib/tracking/hashing.py	1	15	8
pyro/ops/tensor_utils.py	pyro/contrib/tracking/measurements.py	1	15	5
pyro/ops/tensor_utils.py	pyro/contrib/util.py	1	15	6
pyro/ops/tensor_utils.py	pyro/distributions/__init__.py	1	15	114
pyro/ops/tensor_utils.py	pyro/distributions/avf_mvn.py	1	15	6
pyro/ops/tensor_utils.py	pyro/distributions/conditional.py	1	15	5
pyro/ops/tensor_utils.py	pyro/distributions/constraints.py	1	15	4
pyro/ops/tensor_utils.py	pyro/distributions/delta.py	1	15	44
pyro/ops/tensor_utils.py	pyro/distributions/diag_normal_mixture.py	1	15	8
pyro/ops/tensor_utils.py	pyro/distributions/diag_normal_mixture_shared_cov.py	1	15	9
pyro/ops/tensor_utils.py	pyro/distributions/distribution.py	1	15	44
pyro/ops/tensor_utils.py	pyro/distributions/empirical.py	1	15	13
pyro/ops/tensor_utils.py	pyro/distributions/folded.py	1	15	2
pyro/ops/tensor_utils.py	pyro/distributions/gaussian_scale_mixture.py	1	15	9
pyro/ops/tensor_utils.py	pyro/distributions/inverse_gamma.py	1	15	6
pyro/ops/tensor_utils.py	pyro/distributions/kl.py	1	15	3
pyro/ops/tensor_utils.py	pyro/distributions/lkj.py	1	15	10
pyro/ops/tensor_utils.py	pyro/distributions/mixture.py	1	15	8
pyro/ops/tensor_utils.py	pyro/distributions/multivariate_studentt.py	1	15	5
pyro/ops/tensor_utils.py	pyro/distributions/omt_mvn.py	1	15	18
pyro/ops/tensor_utils.py	pyro/distributions/rejector.py	1	15	10
pyro/ops/tensor_utils.py	pyro/distributions/relaxed_straight_through.py	1	15	8
pyro/ops/tensor_utils.py	pyro/distributions/score_parts.py	1	15	7
pyro/ops/tensor_utils.py	pyro/distributions/spanning_tree.py	1	15	7
pyro/ops/tensor_utils.py	pyro/distributions/stable.py	1	15	9
pyro/ops/tensor_utils.py	pyro/distributions/testing/__init__.py	1	15	2
pyro/ops/tensor_utils.py	pyro/distributions/testing/fakes.py	1	15	7
pyro/ops/tensor_utils.py	pyro/distributions/testing/naive_dirichlet.py	1	15	7
pyro/ops/tensor_utils.py	pyro/distributions/testing/rejection_exponential.py	1	15	9
pyro/ops/tensor_utils.py	pyro/distributions/testing/rejection_gamma.py	1	15	19
pyro/ops/tensor_utils.py	pyro/distributions/torch.py	1	15	40
pyro/ops/tensor_utils.py	pyro/distributions/torch_distribution.py	1	15	39
pyro/ops/tensor_utils.py	pyro/distributions/torch_patch.py	1	15	27
pyro/ops/tensor_utils.py	pyro/distributions/torch_transform.py	1	15	7
pyro/ops/tensor_utils.py	pyro/distributions/transforms/affine_autoregressive.py	1	15	11
pyro/ops/tensor_utils.py	pyro/distributions/transforms/affine_coupling.py	1	15	13
pyro/ops/tensor_utils.py	pyro/distributions/transforms/batchnorm.py	1	15	7
pyro/ops/tensor_utils.py	pyro/distributions/transforms/block_autoregressive.py	1	15	12
pyro/ops/tensor_utils.py	pyro/distributions/transforms/cholesky.py	1	15	4
pyro/ops/tensor_utils.py	pyro/distributions/transforms/householder.py	1	15	11
pyro/ops/tensor_utils.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	15	5
pyro/ops/tensor_utils.py	pyro/distributions/transforms/neural_autoregressive.py	1	15	10
pyro/ops/tensor_utils.py	pyro/distributions/transforms/permute.py	1	15	13
pyro/ops/tensor_utils.py	pyro/distributions/transforms/planar.py	1	15	16
pyro/ops/tensor_utils.py	pyro/distributions/transforms/polynomial.py	1	15	9
pyro/ops/tensor_utils.py	pyro/distributions/transforms/radial.py	1	15	15
pyro/ops/tensor_utils.py	pyro/distributions/transforms/sylvester.py	1	15	12
pyro/ops/tensor_utils.py	pyro/distributions/transforms/utils.py	1	15	3
pyro/ops/tensor_utils.py	pyro/distributions/unit.py	1	15	3
pyro/ops/tensor_utils.py	pyro/distributions/util.py	1	15	62
pyro/ops/tensor_utils.py	pyro/distributions/von_mises_3d.py	1	15	4
pyro/ops/tensor_utils.py	pyro/distributions/zero_inflated.py	1	15	8
pyro/ops/tensor_utils.py	pyro/generic.py	1	15	7
pyro/ops/tensor_utils.py	pyro/infer/__init__.py	1	15	44
pyro/ops/tensor_utils.py	pyro/infer/abstract_infer.py	1	15	64
pyro/ops/tensor_utils.py	pyro/infer/autoguide/__init__.py	1	15	6
pyro/ops/tensor_utils.py	pyro/infer/autoguide/initialization.py	1	15	7
pyro/ops/tensor_utils.py	pyro/infer/autoguide/utils.py	1	15	2
pyro/ops/tensor_utils.py	pyro/infer/csis.py	1	15	5
pyro/ops/tensor_utils.py	pyro/infer/discrete.py	1	15	11
pyro/ops/tensor_utils.py	pyro/infer/elbo.py	1	15	27
pyro/ops/tensor_utils.py	pyro/infer/energy_distance.py	1	15	3
pyro/ops/tensor_utils.py	pyro/infer/enum.py	1	15	32
pyro/ops/tensor_utils.py	pyro/infer/importance.py	1	15	33
pyro/ops/tensor_utils.py	pyro/infer/mcmc/api.py	1	15	24
pyro/ops/tensor_utils.py	pyro/infer/mcmc/logger.py	1	15	12
pyro/ops/tensor_utils.py	pyro/infer/mcmc/mcmc_kernel.py	1	15	5
pyro/ops/tensor_utils.py	pyro/infer/mcmc/util.py	1	15	35
pyro/ops/tensor_utils.py	pyro/infer/predictive.py	1	15	6
pyro/ops/tensor_utils.py	pyro/infer/renyi_elbo.py	1	15	14
pyro/ops/tensor_utils.py	pyro/infer/reparam/loc_scale.py	1	15	3
pyro/ops/tensor_utils.py	pyro/infer/reparam/neutra.py	1	15	5
pyro/ops/tensor_utils.py	pyro/infer/reparam/reparam.py	1	15	3
pyro/ops/tensor_utils.py	pyro/infer/reparam/stable.py	1	15	8
pyro/ops/tensor_utils.py	pyro/infer/reparam/transform.py	1	15	2
pyro/ops/tensor_utils.py	pyro/infer/rws.py	1	15	4
pyro/ops/tensor_utils.py	pyro/infer/smcfilter.py	1	15	5
pyro/ops/tensor_utils.py	pyro/infer/svgd.py	1	15	7
pyro/ops/tensor_utils.py	pyro/infer/svi.py	1	15	28
pyro/ops/tensor_utils.py	pyro/infer/trace_elbo.py	1	15	59
pyro/ops/tensor_utils.py	pyro/infer/trace_mean_field_elbo.py	1	15	10
pyro/ops/tensor_utils.py	pyro/infer/trace_mmd.py	1	15	6
pyro/ops/tensor_utils.py	pyro/infer/trace_tail_adaptive_elbo.py	1	15	5
pyro/ops/tensor_utils.py	pyro/infer/traceenum_elbo.py	1	15	64
pyro/ops/tensor_utils.py	pyro/infer/tracegraph_elbo.py	1	15	70
pyro/ops/tensor_utils.py	pyro/infer/tracetmc_elbo.py	1	15	5
pyro/ops/tensor_utils.py	pyro/infer/util.py	1	15	49
pyro/ops/tensor_utils.py	pyro/logger.py	1	15	3
pyro/ops/tensor_utils.py	pyro/nn/__init__.py	1	15	16
pyro/ops/tensor_utils.py	pyro/nn/auto_reg_nn.py	1	15	25
pyro/ops/tensor_utils.py	pyro/nn/dense_nn.py	1	15	6
pyro/ops/tensor_utils.py	pyro/nn/module.py	1	15	20
pyro/ops/tensor_utils.py	pyro/ops/contract.py	1	15	21
pyro/ops/tensor_utils.py	pyro/ops/dual_averaging.py	1	15	7
pyro/ops/tensor_utils.py	pyro/ops/einsum/__init__.py	1	15	13
pyro/ops/tensor_utils.py	pyro/ops/einsum/adjoint.py	1	15	7
pyro/ops/tensor_utils.py	pyro/ops/einsum/torch_map.py	1	15	5
pyro/ops/tensor_utils.py	pyro/ops/einsum/torch_marginal.py	1	15	5
pyro/ops/tensor_utils.py	pyro/ops/einsum/torch_sample.py	1	15	5
pyro/ops/tensor_utils.py	pyro/ops/einsum/util.py	1	15	4
pyro/ops/tensor_utils.py	pyro/ops/hessian.py	1	15	2
pyro/ops/tensor_utils.py	pyro/ops/indexing.py	1	15	6
pyro/ops/tensor_utils.py	pyro/ops/jit.py	1	15	9
pyro/ops/tensor_utils.py	pyro/ops/linalg.py	1	15	5
pyro/ops/tensor_utils.py	pyro/ops/newton.py	1	15	9
pyro/ops/tensor_utils.py	pyro/ops/packed.py	1	15	10
pyro/ops/tensor_utils.py	pyro/ops/rings.py	1	15	10
pyro/ops/welford.py	pyro/ops/arrowhead.py	1	6	2
pyro/ops/welford.py	examples/air/main.py	1	6	37
pyro/ops/welford.py	examples/air/viz.py	1	6	6
pyro/ops/welford.py	examples/baseball.py	1	6	46
pyro/ops/welford.py	examples/capture_recapture/cjs.py	1	6	9
pyro/ops/welford.py	examples/contrib/autoname/mixture.py	1	6	22
pyro/ops/welford.py	examples/contrib/autoname/scoping_mixture.py	1	6	22
pyro/ops/welford.py	examples/contrib/autoname/tree_data.py	1	6	21
pyro/ops/welford.py	examples/contrib/cevae/synthetic.py	1	6	8
pyro/ops/welford.py	examples/contrib/oed/gp_bayes_opt.py	1	6	9
pyro/ops/welford.py	examples/contrib/timeseries/gp_models.py	1	6	10
pyro/ops/welford.py	examples/dmm/polyphonic_data_loader.py	1	6	16
pyro/ops/welford.py	examples/dmm/util.py	1	6	2
pyro/ops/welford.py	examples/eight_schools/data.py	1	6	3
pyro/ops/welford.py	examples/eight_schools/mcmc.py	1	6	29
pyro/ops/welford.py	examples/eight_schools/svi.py	1	6	22
pyro/ops/welford.py	examples/einsum.py	1	6	3
pyro/ops/welford.py	examples/inclined_plane.py	1	6	35
pyro/ops/welford.py	examples/lda.py	1	6	25
pyro/ops/welford.py	examples/lkj.py	1	6	20
pyro/ops/welford.py	examples/minipyro.py	1	6	26
pyro/ops/welford.py	examples/mixed_hmm/experiment.py	1	6	3
pyro/ops/welford.py	examples/mixed_hmm/model.py	1	6	4
pyro/ops/welford.py	examples/mixed_hmm/seal_data.py	1	6	5
pyro/ops/welford.py	examples/rsa/generics.py	1	6	19
pyro/ops/welford.py	examples/rsa/hyperbole.py	1	6	19
pyro/ops/welford.py	examples/rsa/schelling.py	1	6	19
pyro/ops/welford.py	examples/rsa/schelling_false.py	1	6	19
pyro/ops/welford.py	examples/smcfilter.py	1	6	3
pyro/ops/welford.py	examples/sparse_regression.py	1	6	18
pyro/ops/welford.py	examples/vae/utils/vae_plots.py	1	6	4
pyro/ops/welford.py	profiler/distributions.py	1	6	11
pyro/ops/welford.py	profiler/hmm.py	1	6	3
pyro/ops/welford.py	pyro/__init__.py	1	6	176
pyro/ops/welford.py	pyro/contrib/__init__.py	1	6	17
pyro/ops/welford.py	pyro/contrib/autoguide.py	1	6	3
pyro/ops/welford.py	pyro/contrib/autoname/__init__.py	1	6	5
pyro/ops/welford.py	pyro/contrib/bnn/__init__.py	1	6	3
pyro/ops/welford.py	pyro/contrib/bnn/hidden_layer.py	1	6	3
pyro/ops/welford.py	pyro/contrib/bnn/utils.py	1	6	3
pyro/ops/welford.py	pyro/contrib/cevae/__init__.py	1	6	3
pyro/ops/welford.py	pyro/contrib/easyguide/__init__.py	1	6	3
pyro/ops/welford.py	pyro/contrib/easyguide/easyguide.py	1	6	9
pyro/ops/welford.py	pyro/contrib/examples/bart.py	1	6	6
pyro/ops/welford.py	pyro/contrib/examples/multi_mnist.py	1	6	3
pyro/ops/welford.py	pyro/contrib/examples/util.py	1	6	9
pyro/ops/welford.py	pyro/contrib/gp/__init__.py	1	6	14
pyro/ops/welford.py	pyro/contrib/gp/kernels/__init__.py	1	6	12
pyro/ops/welford.py	pyro/contrib/gp/likelihoods/__init__.py	1	6	8
pyro/ops/welford.py	pyro/contrib/gp/models/__init__.py	1	6	11
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pyro/ops/welford.py	pyro/contrib/oed/__init__.py	1	6	6
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pyro/ops/welford.py	pyro/contrib/oed/glmm/glmm.py	1	6	2
pyro/ops/welford.py	pyro/contrib/oed/util.py	1	6	8
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pyro/ops/welford.py	pyro/contrib/timeseries/lgssm.py	1	6	8
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pyro/ops/welford.py	pyro/contrib/tracking/__init__.py	1	6	3
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pyro/ops/welford.py	pyro/distributions/__init__.py	1	6	114
pyro/ops/welford.py	pyro/distributions/constraints.py	1	6	4
pyro/ops/welford.py	pyro/distributions/distribution.py	1	6	44
pyro/ops/welford.py	pyro/distributions/folded.py	1	6	2
pyro/ops/welford.py	pyro/distributions/kl.py	1	6	3
pyro/ops/welford.py	pyro/distributions/rejector.py	1	6	10
pyro/ops/welford.py	pyro/distributions/score_parts.py	1	6	7
pyro/ops/welford.py	pyro/distributions/stable.py	1	6	9
pyro/ops/welford.py	pyro/distributions/testing/__init__.py	1	6	2
pyro/ops/welford.py	pyro/distributions/testing/fakes.py	1	6	7
pyro/ops/welford.py	pyro/distributions/torch_patch.py	1	6	27
pyro/ops/welford.py	pyro/distributions/transforms/__init__.py	1	6	30
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pyro/ops/welford.py	pyro/distributions/transforms/utils.py	1	6	3
pyro/ops/welford.py	pyro/generic.py	1	6	7
pyro/ops/welford.py	pyro/infer/__init__.py	1	6	44
pyro/ops/welford.py	pyro/infer/autoguide/__init__.py	1	6	6
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pyro/ops/welford.py	pyro/infer/autoguide/utils.py	1	6	2
pyro/ops/welford.py	pyro/infer/elbo.py	1	6	27
pyro/ops/welford.py	pyro/infer/energy_distance.py	1	6	3
pyro/ops/welford.py	pyro/infer/enum.py	1	6	32
pyro/ops/welford.py	pyro/infer/mcmc/mcmc_kernel.py	1	6	5
pyro/ops/welford.py	pyro/infer/predictive.py	1	6	6
pyro/ops/welford.py	pyro/infer/reparam/__init__.py	1	6	10
pyro/ops/welford.py	pyro/infer/reparam/loc_scale.py	1	6	3
pyro/ops/welford.py	pyro/infer/reparam/neutra.py	1	6	5
pyro/ops/welford.py	pyro/infer/reparam/reparam.py	1	6	3
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pyro/ops/welford.py	pyro/infer/reparam/transform.py	1	6	2
pyro/ops/welford.py	pyro/infer/smcfilter.py	1	6	5
pyro/ops/welford.py	pyro/infer/trace_elbo.py	1	6	59
pyro/ops/welford.py	pyro/infer/trace_tail_adaptive_elbo.py	1	6	5
pyro/ops/welford.py	pyro/infer/tracegraph_elbo.py	1	6	70
pyro/ops/welford.py	pyro/infer/tracetmc_elbo.py	1	6	5
pyro/ops/welford.py	pyro/logger.py	1	6	3
pyro/ops/welford.py	pyro/nn/__init__.py	1	6	16
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pyro/ops/welford.py	pyro/ops/einsum/__init__.py	1	6	13
pyro/ops/welford.py	pyro/ops/einsum/adjoint.py	1	6	7
pyro/ops/welford.py	pyro/ops/einsum/torch_log.py	1	6	11
pyro/ops/welford.py	pyro/ops/einsum/torch_map.py	1	6	5
pyro/ops/welford.py	pyro/ops/einsum/torch_marginal.py	1	6	5
pyro/ops/welford.py	pyro/ops/einsum/torch_sample.py	1	6	5
pyro/ops/welford.py	pyro/ops/gamma_gaussian.py	1	6	5
pyro/ops/welford.py	pyro/ops/gaussian.py	1	6	12
pyro/ops/welford.py	pyro/ops/hessian.py	1	6	2
pyro/ops/welford.py	pyro/ops/linalg.py	1	6	5
pyro/ops/welford.py	pyro/ops/newton.py	1	6	9
pyro/ops/welford.py	pyro/ops/packed.py	1	6	10
pyro/ops/welford.py	pyro/ops/ssm_gp.py	1	6	6
pyro/ops/welford.py	pyro/ops/stats.py	1	6	17
pyro/ops/welford.py	pyro/ops/tensor_utils.py	1	6	15
pyro/optim/__init__.py	examples/svi_horovod.py	1	17	1
pyro/optim/__init__.py	examples/contrib/forecast/bart.py	1	17	6
pyro/optim/__init__.py	pyro/contrib/forecast/evaluate.py	1	17	8
pyro/optim/__init__.py	pyro/contrib/forecast/forecaster.py	1	17	14
pyro/optim/__init__.py	examples/air/modules.py	1	17	6
pyro/optim/__init__.py	examples/air/viz.py	1	17	6
pyro/optim/__init__.py	examples/contrib/cevae/synthetic.py	1	17	8
pyro/optim/__init__.py	examples/contrib/timeseries/gp_models.py	1	17	10
pyro/optim/__init__.py	examples/rsa/generics.py	1	17	19
pyro/optim/__init__.py	examples/rsa/hyperbole.py	1	17	19
pyro/optim/__init__.py	examples/rsa/semantic_parsing.py	1	17	20
pyro/optim/__init__.py	examples/smcfilter.py	1	17	3
pyro/optim/__init__.py	examples/sparse_regression.py	1	17	18
pyro/optim/__init__.py	examples/vae/utils/vae_plots.py	1	17	4
pyro/optim/__init__.py	examples/vae/vae.py	1	17	29
pyro/optim/__init__.py	profiler/hmm.py	1	17	3
pyro/optim/__init__.py	pyro/contrib/autoguide.py	1	17	3
pyro/optim/__init__.py	pyro/contrib/autoname/scoping.py	1	17	6
pyro/optim/__init__.py	pyro/contrib/cevae/__init__.py	1	17	3
pyro/optim/__init__.py	pyro/contrib/conjugate/infer.py	1	17	4
pyro/optim/__init__.py	pyro/contrib/examples/bart.py	1	17	6
pyro/optim/__init__.py	pyro/contrib/examples/multi_mnist.py	1	17	3
pyro/optim/__init__.py	pyro/contrib/oed/__init__.py	1	17	6
pyro/optim/__init__.py	pyro/contrib/oed/glmm/__init__.py	1	17	2
pyro/optim/__init__.py	pyro/contrib/oed/glmm/glmm.py	1	17	2
pyro/optim/__init__.py	pyro/contrib/oed/glmm/guides.py	1	17	3
pyro/optim/__init__.py	pyro/contrib/oed/search.py	1	17	4
pyro/optim/__init__.py	pyro/contrib/timeseries/__init__.py	1	17	9
pyro/optim/__init__.py	pyro/contrib/timeseries/base.py	1	17	5
pyro/optim/__init__.py	pyro/contrib/timeseries/gp.py	1	17	12
pyro/optim/__init__.py	pyro/contrib/timeseries/lgssm.py	1	17	8
pyro/optim/__init__.py	pyro/contrib/timeseries/lgssmgp.py	1	17	7
pyro/optim/__init__.py	pyro/contrib/tracking/dynamic_models.py	1	17	7
pyro/optim/__init__.py	pyro/contrib/tracking/extended_kalman_filter.py	1	17	8
pyro/optim/__init__.py	pyro/contrib/tracking/measurements.py	1	17	5
pyro/optim/__init__.py	pyro/distributions/conditional.py	1	17	5
pyro/optim/__init__.py	pyro/distributions/constraints.py	1	17	4
pyro/optim/__init__.py	pyro/distributions/folded.py	1	17	2
pyro/optim/__init__.py	pyro/distributions/kl.py	1	17	3
pyro/optim/__init__.py	pyro/distributions/multivariate_studentt.py	1	17	5
pyro/optim/__init__.py	pyro/distributions/stable.py	1	17	9
pyro/optim/__init__.py	pyro/distributions/testing/__init__.py	1	17	2
pyro/optim/__init__.py	pyro/distributions/transforms/__init__.py	1	17	30
pyro/optim/__init__.py	pyro/distributions/transforms/affine_autoregressive.py	1	17	11
pyro/optim/__init__.py	pyro/distributions/transforms/batchnorm.py	1	17	7
pyro/optim/__init__.py	pyro/distributions/transforms/cholesky.py	1	17	4
pyro/optim/__init__.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	17	5
pyro/optim/__init__.py	pyro/distributions/transforms/neural_autoregressive.py	1	17	10
pyro/optim/__init__.py	pyro/distributions/unit.py	1	17	3
pyro/optim/__init__.py	pyro/distributions/zero_inflated.py	1	17	8
pyro/optim/__init__.py	pyro/infer/autoguide/__init__.py	1	17	6
pyro/optim/__init__.py	pyro/infer/autoguide/initialization.py	1	17	7
pyro/optim/__init__.py	pyro/infer/autoguide/utils.py	1	17	2
pyro/optim/__init__.py	pyro/infer/energy_distance.py	1	17	3
pyro/optim/__init__.py	pyro/infer/mcmc/__init__.py	1	17	7
pyro/optim/__init__.py	pyro/infer/mcmc/adaptation.py	1	17	11
pyro/optim/__init__.py	pyro/infer/mcmc/logger.py	1	17	12
pyro/optim/__init__.py	pyro/infer/mcmc/util.py	1	17	35
pyro/optim/__init__.py	pyro/infer/predictive.py	1	17	6
pyro/optim/__init__.py	pyro/infer/reparam/__init__.py	1	17	10
pyro/optim/__init__.py	pyro/infer/reparam/loc_scale.py	1	17	3
pyro/optim/__init__.py	pyro/infer/reparam/neutra.py	1	17	5
pyro/optim/__init__.py	pyro/infer/reparam/reparam.py	1	17	3
pyro/optim/__init__.py	pyro/infer/reparam/stable.py	1	17	8
pyro/optim/__init__.py	pyro/infer/reparam/transform.py	1	17	2
pyro/optim/__init__.py	pyro/infer/rws.py	1	17	4
pyro/optim/__init__.py	pyro/infer/smcfilter.py	1	17	5
pyro/optim/__init__.py	pyro/infer/svgd.py	1	17	7
pyro/optim/__init__.py	pyro/infer/tracetmc_elbo.py	1	17	5
pyro/optim/__init__.py	pyro/ops/gamma_gaussian.py	1	17	5
pyro/optim/__init__.py	pyro/ops/gaussian.py	1	17	12
pyro/optim/__init__.py	pyro/ops/hessian.py	1	17	2
pyro/optim/__init__.py	pyro/ops/ssm_gp.py	1	17	6
pyro/optim/__init__.py	pyro/ops/welford.py	1	17	6
pyro/optim/adagrad_rmsprop.py	examples/air/viz.py	1	6	6
pyro/optim/adagrad_rmsprop.py	examples/contrib/cevae/synthetic.py	1	6	8
pyro/optim/adagrad_rmsprop.py	examples/contrib/oed/gp_bayes_opt.py	1	6	9
pyro/optim/adagrad_rmsprop.py	examples/contrib/timeseries/gp_models.py	1	6	10
pyro/optim/adagrad_rmsprop.py	examples/dmm/polyphonic_data_loader.py	1	6	16
pyro/optim/adagrad_rmsprop.py	examples/dmm/util.py	1	6	2
pyro/optim/adagrad_rmsprop.py	examples/rsa/generics.py	1	6	19
pyro/optim/adagrad_rmsprop.py	examples/rsa/hyperbole.py	1	6	19
pyro/optim/adagrad_rmsprop.py	examples/smcfilter.py	1	6	3
pyro/optim/adagrad_rmsprop.py	examples/sparse_regression.py	1	6	18
pyro/optim/adagrad_rmsprop.py	examples/vae/utils/vae_plots.py	1	6	4
pyro/optim/adagrad_rmsprop.py	profiler/hmm.py	1	6	3
pyro/optim/adagrad_rmsprop.py	pyro/contrib/autoguide.py	1	6	3
pyro/optim/adagrad_rmsprop.py	pyro/contrib/cevae/__init__.py	1	6	3
pyro/optim/adagrad_rmsprop.py	pyro/contrib/examples/bart.py	1	6	6
pyro/optim/adagrad_rmsprop.py	pyro/contrib/examples/multi_mnist.py	1	6	3
pyro/optim/adagrad_rmsprop.py	pyro/contrib/oed/__init__.py	1	6	6
pyro/optim/adagrad_rmsprop.py	pyro/contrib/oed/glmm/__init__.py	1	6	2
pyro/optim/adagrad_rmsprop.py	pyro/contrib/oed/glmm/glmm.py	1	6	2
pyro/optim/adagrad_rmsprop.py	pyro/contrib/timeseries/__init__.py	1	6	9
pyro/optim/adagrad_rmsprop.py	pyro/contrib/timeseries/base.py	1	6	5
pyro/optim/adagrad_rmsprop.py	pyro/contrib/timeseries/gp.py	1	6	12
pyro/optim/adagrad_rmsprop.py	pyro/contrib/timeseries/lgssm.py	1	6	8
pyro/optim/adagrad_rmsprop.py	pyro/contrib/timeseries/lgssmgp.py	1	6	7
pyro/optim/adagrad_rmsprop.py	pyro/distributions/constraints.py	1	6	4
pyro/optim/adagrad_rmsprop.py	pyro/distributions/folded.py	1	6	2
pyro/optim/adagrad_rmsprop.py	pyro/distributions/kl.py	1	6	3
pyro/optim/adagrad_rmsprop.py	pyro/distributions/stable.py	1	6	9
pyro/optim/adagrad_rmsprop.py	pyro/distributions/testing/__init__.py	1	6	2
pyro/optim/adagrad_rmsprop.py	pyro/distributions/transforms/__init__.py	1	6	30
pyro/optim/adagrad_rmsprop.py	pyro/distributions/transforms/cholesky.py	1	6	4
pyro/optim/adagrad_rmsprop.py	pyro/infer/autoguide/__init__.py	1	6	6
pyro/optim/adagrad_rmsprop.py	pyro/infer/autoguide/guides.py	1	6	18
pyro/optim/adagrad_rmsprop.py	pyro/infer/autoguide/utils.py	1	6	2
pyro/optim/adagrad_rmsprop.py	pyro/infer/energy_distance.py	1	6	3
pyro/optim/adagrad_rmsprop.py	pyro/infer/mcmc/__init__.py	1	6	7
pyro/optim/adagrad_rmsprop.py	pyro/infer/predictive.py	1	6	6
pyro/optim/adagrad_rmsprop.py	pyro/infer/reparam/__init__.py	1	6	10
pyro/optim/adagrad_rmsprop.py	pyro/infer/reparam/loc_scale.py	1	6	3
pyro/optim/adagrad_rmsprop.py	pyro/infer/reparam/neutra.py	1	6	5
pyro/optim/adagrad_rmsprop.py	pyro/infer/reparam/reparam.py	1	6	3
pyro/optim/adagrad_rmsprop.py	pyro/infer/reparam/stable.py	1	6	8
pyro/optim/adagrad_rmsprop.py	pyro/infer/reparam/transform.py	1	6	2
pyro/optim/adagrad_rmsprop.py	pyro/infer/smcfilter.py	1	6	5
pyro/optim/adagrad_rmsprop.py	pyro/infer/tracetmc_elbo.py	1	6	5
pyro/optim/adagrad_rmsprop.py	pyro/nn/module.py	1	6	20
pyro/optim/adagrad_rmsprop.py	pyro/ops/gamma_gaussian.py	1	6	5
pyro/optim/adagrad_rmsprop.py	pyro/ops/gaussian.py	1	6	12
pyro/optim/adagrad_rmsprop.py	pyro/ops/hessian.py	1	6	2
pyro/optim/adagrad_rmsprop.py	pyro/ops/ssm_gp.py	1	6	6
pyro/optim/adagrad_rmsprop.py	pyro/ops/tensor_utils.py	1	6	15
pyro/optim/clipped_adam.py	examples/air/viz.py	1	10	6
pyro/optim/clipped_adam.py	examples/contrib/cevae/synthetic.py	1	10	8
pyro/optim/clipped_adam.py	examples/contrib/timeseries/gp_models.py	1	10	10
pyro/optim/clipped_adam.py	examples/rsa/generics.py	1	10	19
pyro/optim/clipped_adam.py	examples/rsa/hyperbole.py	1	10	19
pyro/optim/clipped_adam.py	examples/smcfilter.py	1	10	3
pyro/optim/clipped_adam.py	examples/sparse_regression.py	1	10	18
pyro/optim/clipped_adam.py	examples/vae/utils/vae_plots.py	1	10	4
pyro/optim/clipped_adam.py	profiler/hmm.py	1	10	3
pyro/optim/clipped_adam.py	pyro/contrib/autoguide.py	1	10	3
pyro/optim/clipped_adam.py	pyro/contrib/cevae/__init__.py	1	10	3
pyro/optim/clipped_adam.py	pyro/contrib/examples/bart.py	1	10	6
pyro/optim/clipped_adam.py	pyro/contrib/examples/multi_mnist.py	1	10	3
pyro/optim/clipped_adam.py	pyro/contrib/oed/__init__.py	1	10	6
pyro/optim/clipped_adam.py	pyro/contrib/oed/glmm/__init__.py	1	10	2
pyro/optim/clipped_adam.py	pyro/contrib/oed/glmm/glmm.py	1	10	2
pyro/optim/clipped_adam.py	pyro/contrib/timeseries/__init__.py	1	10	9
pyro/optim/clipped_adam.py	pyro/contrib/timeseries/base.py	1	10	5
pyro/optim/clipped_adam.py	pyro/contrib/timeseries/gp.py	1	10	12
pyro/optim/clipped_adam.py	pyro/contrib/timeseries/lgssm.py	1	10	8
pyro/optim/clipped_adam.py	pyro/contrib/timeseries/lgssmgp.py	1	10	7
pyro/optim/clipped_adam.py	pyro/distributions/constraints.py	1	10	4
pyro/optim/clipped_adam.py	pyro/distributions/folded.py	1	10	2
pyro/optim/clipped_adam.py	pyro/distributions/kl.py	1	10	3
pyro/optim/clipped_adam.py	pyro/distributions/stable.py	1	10	9
pyro/optim/clipped_adam.py	pyro/distributions/testing/__init__.py	1	10	2
pyro/optim/clipped_adam.py	pyro/distributions/transforms/__init__.py	1	10	30
pyro/optim/clipped_adam.py	pyro/distributions/transforms/cholesky.py	1	10	4
pyro/optim/clipped_adam.py	pyro/infer/autoguide/__init__.py	1	10	6
pyro/optim/clipped_adam.py	pyro/infer/autoguide/guides.py	1	10	18
pyro/optim/clipped_adam.py	pyro/infer/autoguide/utils.py	1	10	2
pyro/optim/clipped_adam.py	pyro/infer/energy_distance.py	1	10	3
pyro/optim/clipped_adam.py	pyro/infer/mcmc/__init__.py	1	10	7
pyro/optim/clipped_adam.py	pyro/infer/predictive.py	1	10	6
pyro/optim/clipped_adam.py	pyro/infer/reparam/__init__.py	1	10	10
pyro/optim/clipped_adam.py	pyro/infer/reparam/loc_scale.py	1	10	3
pyro/optim/clipped_adam.py	pyro/infer/reparam/neutra.py	1	10	5
pyro/optim/clipped_adam.py	pyro/infer/reparam/reparam.py	1	10	3
pyro/optim/clipped_adam.py	pyro/infer/reparam/stable.py	1	10	8
pyro/optim/clipped_adam.py	pyro/infer/reparam/transform.py	1	10	2
pyro/optim/clipped_adam.py	pyro/infer/smcfilter.py	1	10	5
pyro/optim/clipped_adam.py	pyro/infer/tracetmc_elbo.py	1	10	5
pyro/optim/clipped_adam.py	pyro/nn/module.py	1	10	20
pyro/optim/clipped_adam.py	pyro/ops/gamma_gaussian.py	1	10	5
pyro/optim/clipped_adam.py	pyro/ops/gaussian.py	1	10	12
pyro/optim/clipped_adam.py	pyro/ops/hessian.py	1	10	2
pyro/optim/clipped_adam.py	pyro/ops/ssm_gp.py	1	10	6
pyro/optim/clipped_adam.py	pyro/ops/tensor_utils.py	1	10	15
pyro/optim/dct_adam.py	pyro/distributions/__init__.py	1	4	114
pyro/optim/dct_adam.py	pyro/distributions/torch.py	1	4	40
pyro/optim/dct_adam.py	pyro/distributions/transforms/__init__.py	1	4	30
pyro/optim/dct_adam.py	pyro/distributions/transforms/neural_autoregressive.py	1	4	10
pyro/optim/dct_adam.py	pyro/infer/mcmc/util.py	1	4	35
pyro/optim/dct_adam.py	pyro/infer/util.py	1	4	49
pyro/optim/dct_adam.py	pyro/ops/einsum/adjoint.py	1	4	7
pyro/optim/dct_adam.py	examples/contrib/forecast/bart.py	1	4	6
pyro/optim/dct_adam.py	pyro/contrib/__init__.py	1	4	17
pyro/optim/dct_adam.py	pyro/contrib/forecast/evaluate.py	1	4	8
pyro/optim/dct_adam.py	pyro/infer/autoguide/guides.py	1	4	18
pyro/optim/dct_adam.py	pyro/ops/stats.py	1	4	17
pyro/optim/dct_adam.py	pyro/ops/tensor_utils.py	1	4	15
pyro/optim/dct_adam.py	pyro/optim/__init__.py	1	4	17
pyro/optim/horovod.py	examples/svi_horovod.py	1	1	1
pyro/optim/horovod.py	pyro/optim/__init__.py	1	1	17
pyro/optim/lr_scheduler.py	pyro/optim/dct_adam.py	1	10	4
pyro/optim/lr_scheduler.py	examples/air/viz.py	1	10	6
pyro/optim/lr_scheduler.py	examples/contrib/cevae/synthetic.py	1	10	8
pyro/optim/lr_scheduler.py	examples/contrib/oed/gp_bayes_opt.py	1	10	9
pyro/optim/lr_scheduler.py	examples/contrib/timeseries/gp_models.py	1	10	10
pyro/optim/lr_scheduler.py	examples/dmm/polyphonic_data_loader.py	1	10	16
pyro/optim/lr_scheduler.py	examples/dmm/util.py	1	10	2
pyro/optim/lr_scheduler.py	examples/rsa/generics.py	1	10	19
pyro/optim/lr_scheduler.py	examples/rsa/hyperbole.py	1	10	19
pyro/optim/lr_scheduler.py	examples/smcfilter.py	1	10	3
pyro/optim/lr_scheduler.py	examples/sparse_regression.py	1	10	18
pyro/optim/lr_scheduler.py	examples/vae/utils/vae_plots.py	1	10	4
pyro/optim/lr_scheduler.py	profiler/hmm.py	1	10	3
pyro/optim/lr_scheduler.py	pyro/contrib/autoguide.py	1	10	3
pyro/optim/lr_scheduler.py	pyro/contrib/cevae/__init__.py	1	10	3
pyro/optim/lr_scheduler.py	pyro/contrib/examples/bart.py	1	10	6
pyro/optim/lr_scheduler.py	pyro/contrib/examples/multi_mnist.py	1	10	3
pyro/optim/lr_scheduler.py	pyro/contrib/oed/__init__.py	1	10	6
pyro/optim/lr_scheduler.py	pyro/contrib/oed/glmm/__init__.py	1	10	2
pyro/optim/lr_scheduler.py	pyro/contrib/oed/glmm/glmm.py	1	10	2
pyro/optim/lr_scheduler.py	pyro/contrib/timeseries/__init__.py	1	10	9
pyro/optim/lr_scheduler.py	pyro/contrib/timeseries/base.py	1	10	5
pyro/optim/lr_scheduler.py	pyro/contrib/timeseries/gp.py	1	10	12
pyro/optim/lr_scheduler.py	pyro/contrib/timeseries/lgssm.py	1	10	8
pyro/optim/lr_scheduler.py	pyro/contrib/timeseries/lgssmgp.py	1	10	7
pyro/optim/lr_scheduler.py	pyro/distributions/constraints.py	1	10	4
pyro/optim/lr_scheduler.py	pyro/distributions/folded.py	1	10	2
pyro/optim/lr_scheduler.py	pyro/distributions/kl.py	1	10	3
pyro/optim/lr_scheduler.py	pyro/distributions/stable.py	1	10	9
pyro/optim/lr_scheduler.py	pyro/distributions/testing/__init__.py	1	10	2
pyro/optim/lr_scheduler.py	pyro/distributions/transforms/cholesky.py	1	10	4
pyro/optim/lr_scheduler.py	pyro/infer/autoguide/__init__.py	1	10	6
pyro/optim/lr_scheduler.py	pyro/infer/autoguide/guides.py	1	10	18
pyro/optim/lr_scheduler.py	pyro/infer/autoguide/utils.py	1	10	2
pyro/optim/lr_scheduler.py	pyro/infer/energy_distance.py	1	10	3
pyro/optim/lr_scheduler.py	pyro/infer/mcmc/__init__.py	1	10	7
pyro/optim/lr_scheduler.py	pyro/infer/predictive.py	1	10	6
pyro/optim/lr_scheduler.py	pyro/infer/reparam/__init__.py	1	10	10
pyro/optim/lr_scheduler.py	pyro/infer/reparam/loc_scale.py	1	10	3
pyro/optim/lr_scheduler.py	pyro/infer/reparam/neutra.py	1	10	5
pyro/optim/lr_scheduler.py	pyro/infer/reparam/reparam.py	1	10	3
pyro/optim/lr_scheduler.py	pyro/infer/reparam/stable.py	1	10	8
pyro/optim/lr_scheduler.py	pyro/infer/reparam/transform.py	1	10	2
pyro/optim/lr_scheduler.py	pyro/infer/smcfilter.py	1	10	5
pyro/optim/lr_scheduler.py	pyro/infer/tracetmc_elbo.py	1	10	5
pyro/optim/lr_scheduler.py	pyro/nn/module.py	1	10	20
pyro/optim/lr_scheduler.py	pyro/ops/gamma_gaussian.py	1	10	5
pyro/optim/lr_scheduler.py	pyro/ops/gaussian.py	1	10	12
pyro/optim/lr_scheduler.py	pyro/ops/hessian.py	1	10	2
pyro/optim/lr_scheduler.py	pyro/ops/ssm_gp.py	1	10	6
pyro/optim/lr_scheduler.py	pyro/ops/tensor_utils.py	1	10	15
pyro/optim/multi.py	examples/air/viz.py	1	7	6
pyro/optim/multi.py	examples/contrib/cevae/synthetic.py	1	7	8
pyro/optim/multi.py	examples/contrib/oed/gp_bayes_opt.py	1	7	9
pyro/optim/multi.py	examples/contrib/timeseries/gp_models.py	1	7	10
pyro/optim/multi.py	examples/dmm/polyphonic_data_loader.py	1	7	16
pyro/optim/multi.py	examples/dmm/util.py	1	7	2
pyro/optim/multi.py	examples/rsa/generics.py	1	7	19
pyro/optim/multi.py	examples/rsa/hyperbole.py	1	7	19
pyro/optim/multi.py	examples/smcfilter.py	1	7	3
pyro/optim/multi.py	examples/sparse_regression.py	1	7	18
pyro/optim/multi.py	examples/vae/utils/vae_plots.py	1	7	4
pyro/optim/multi.py	profiler/hmm.py	1	7	3
pyro/optim/multi.py	pyro/contrib/autoguide.py	1	7	3
pyro/optim/multi.py	pyro/contrib/cevae/__init__.py	1	7	3
pyro/optim/multi.py	pyro/contrib/examples/bart.py	1	7	6
pyro/optim/multi.py	pyro/contrib/examples/multi_mnist.py	1	7	3
pyro/optim/multi.py	pyro/contrib/oed/__init__.py	1	7	6
pyro/optim/multi.py	pyro/contrib/oed/glmm/__init__.py	1	7	2
pyro/optim/multi.py	pyro/contrib/oed/glmm/glmm.py	1	7	2
pyro/optim/multi.py	pyro/contrib/timeseries/__init__.py	1	7	9
pyro/optim/multi.py	pyro/contrib/timeseries/base.py	1	7	5
pyro/optim/multi.py	pyro/contrib/timeseries/gp.py	1	7	12
pyro/optim/multi.py	pyro/contrib/timeseries/lgssm.py	1	7	8
pyro/optim/multi.py	pyro/contrib/timeseries/lgssmgp.py	1	7	7
pyro/optim/multi.py	pyro/distributions/constraints.py	1	7	4
pyro/optim/multi.py	pyro/distributions/folded.py	1	7	2
pyro/optim/multi.py	pyro/distributions/kl.py	1	7	3
pyro/optim/multi.py	pyro/distributions/stable.py	1	7	9
pyro/optim/multi.py	pyro/distributions/testing/__init__.py	1	7	2
pyro/optim/multi.py	pyro/distributions/transforms/__init__.py	1	7	30
pyro/optim/multi.py	pyro/distributions/transforms/cholesky.py	1	7	4
pyro/optim/multi.py	pyro/infer/autoguide/__init__.py	1	7	6
pyro/optim/multi.py	pyro/infer/autoguide/guides.py	1	7	18
pyro/optim/multi.py	pyro/infer/autoguide/utils.py	1	7	2
pyro/optim/multi.py	pyro/infer/energy_distance.py	1	7	3
pyro/optim/multi.py	pyro/infer/mcmc/__init__.py	1	7	7
pyro/optim/multi.py	pyro/infer/predictive.py	1	7	6
pyro/optim/multi.py	pyro/infer/reparam/__init__.py	1	7	10
pyro/optim/multi.py	pyro/infer/reparam/loc_scale.py	1	7	3
pyro/optim/multi.py	pyro/infer/reparam/neutra.py	1	7	5
pyro/optim/multi.py	pyro/infer/reparam/reparam.py	1	7	3
pyro/optim/multi.py	pyro/infer/reparam/stable.py	1	7	8
pyro/optim/multi.py	pyro/infer/reparam/transform.py	1	7	2
pyro/optim/multi.py	pyro/infer/smcfilter.py	1	7	5
pyro/optim/multi.py	pyro/infer/tracetmc_elbo.py	1	7	5
pyro/optim/multi.py	pyro/nn/module.py	1	7	20
pyro/optim/multi.py	pyro/ops/gamma_gaussian.py	1	7	5
pyro/optim/multi.py	pyro/ops/gaussian.py	1	7	12
pyro/optim/multi.py	pyro/ops/hessian.py	1	7	2
pyro/optim/multi.py	pyro/ops/ssm_gp.py	1	7	6
pyro/optim/multi.py	pyro/ops/tensor_utils.py	1	7	15
pyro/optim/optim.py	examples/contrib/forecast/bart.py	1	24	6
pyro/optim/optim.py	pyro/contrib/forecast/evaluate.py	1	24	8
pyro/optim/optim.py	pyro/contrib/forecast/forecaster.py	1	24	14
pyro/optim/optim.py	pyro/optim/dct_adam.py	1	24	4
pyro/optim/optim.py	examples/air/viz.py	1	24	6
pyro/optim/optim.py	examples/contrib/cevae/synthetic.py	1	24	8
pyro/optim/optim.py	examples/contrib/oed/gp_bayes_opt.py	1	24	9
pyro/optim/optim.py	examples/contrib/timeseries/gp_models.py	1	24	10
pyro/optim/optim.py	examples/dmm/util.py	1	24	2
pyro/optim/optim.py	examples/rsa/generics.py	1	24	19
pyro/optim/optim.py	examples/rsa/hyperbole.py	1	24	19
pyro/optim/optim.py	examples/smcfilter.py	1	24	3
pyro/optim/optim.py	examples/sparse_regression.py	1	24	18
pyro/optim/optim.py	examples/vae/utils/vae_plots.py	1	24	4
pyro/optim/optim.py	profiler/hmm.py	1	24	3
pyro/optim/optim.py	pyro/contrib/autoguide.py	1	24	3
pyro/optim/optim.py	pyro/contrib/cevae/__init__.py	1	24	3
pyro/optim/optim.py	pyro/contrib/examples/bart.py	1	24	6
pyro/optim/optim.py	pyro/contrib/examples/multi_mnist.py	1	24	3
pyro/optim/optim.py	pyro/contrib/oed/__init__.py	1	24	6
pyro/optim/optim.py	pyro/contrib/oed/glmm/__init__.py	1	24	2
pyro/optim/optim.py	pyro/contrib/oed/glmm/glmm.py	1	24	2
pyro/optim/optim.py	pyro/contrib/timeseries/__init__.py	1	24	9
pyro/optim/optim.py	pyro/contrib/timeseries/base.py	1	24	5
pyro/optim/optim.py	pyro/contrib/timeseries/gp.py	1	24	12
pyro/optim/optim.py	pyro/contrib/timeseries/lgssm.py	1	24	8
pyro/optim/optim.py	pyro/contrib/timeseries/lgssmgp.py	1	24	7
pyro/optim/optim.py	pyro/distributions/constraints.py	1	24	4
pyro/optim/optim.py	pyro/distributions/folded.py	1	24	2
pyro/optim/optim.py	pyro/distributions/kl.py	1	24	3
pyro/optim/optim.py	pyro/distributions/stable.py	1	24	9
pyro/optim/optim.py	pyro/distributions/testing/__init__.py	1	24	2
pyro/optim/optim.py	pyro/distributions/transforms/__init__.py	1	24	30
pyro/optim/optim.py	pyro/distributions/transforms/cholesky.py	1	24	4
pyro/optim/optim.py	pyro/infer/autoguide/__init__.py	1	24	6
pyro/optim/optim.py	pyro/infer/autoguide/utils.py	1	24	2
pyro/optim/optim.py	pyro/infer/energy_distance.py	1	24	3
pyro/optim/optim.py	pyro/infer/mcmc/__init__.py	1	24	7
pyro/optim/optim.py	pyro/infer/predictive.py	1	24	6
pyro/optim/optim.py	pyro/infer/reparam/__init__.py	1	24	10
pyro/optim/optim.py	pyro/infer/reparam/loc_scale.py	1	24	3
pyro/optim/optim.py	pyro/infer/reparam/neutra.py	1	24	5
pyro/optim/optim.py	pyro/infer/reparam/reparam.py	1	24	3
pyro/optim/optim.py	pyro/infer/reparam/stable.py	1	24	8
pyro/optim/optim.py	pyro/infer/reparam/transform.py	1	24	2
pyro/optim/optim.py	pyro/infer/smcfilter.py	1	24	5
pyro/optim/optim.py	pyro/infer/tracetmc_elbo.py	1	24	5
pyro/optim/optim.py	pyro/ops/gamma_gaussian.py	1	24	5
pyro/optim/optim.py	pyro/ops/gaussian.py	1	24	12
pyro/optim/optim.py	pyro/ops/hessian.py	1	24	2
pyro/optim/optim.py	pyro/ops/ssm_gp.py	1	24	6
pyro/optim/pytorch_optimizers.py	examples/air/air.py	1	5	36
pyro/optim/pytorch_optimizers.py	examples/air/main.py	1	5	37
pyro/optim/pytorch_optimizers.py	examples/air/modules.py	1	5	6
pyro/optim/pytorch_optimizers.py	examples/air/viz.py	1	5	6
pyro/optim/pytorch_optimizers.py	examples/baseball.py	1	5	46
pyro/optim/pytorch_optimizers.py	examples/capture_recapture/cjs.py	1	5	9
pyro/optim/pytorch_optimizers.py	examples/contrib/autoname/mixture.py	1	5	22
pyro/optim/pytorch_optimizers.py	examples/contrib/autoname/scoping_mixture.py	1	5	22
pyro/optim/pytorch_optimizers.py	examples/contrib/autoname/tree_data.py	1	5	21
pyro/optim/pytorch_optimizers.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/optim/pytorch_optimizers.py	examples/contrib/gp/sv-dkl.py	1	5	34
pyro/optim/pytorch_optimizers.py	examples/contrib/oed/gp_bayes_opt.py	1	5	9
pyro/optim/pytorch_optimizers.py	examples/contrib/timeseries/gp_models.py	1	5	10
pyro/optim/pytorch_optimizers.py	examples/dmm/dmm.py	1	5	56
pyro/optim/pytorch_optimizers.py	examples/dmm/polyphonic_data_loader.py	1	5	16
pyro/optim/pytorch_optimizers.py	examples/dmm/util.py	1	5	2
pyro/optim/pytorch_optimizers.py	examples/eight_schools/data.py	1	5	3
pyro/optim/pytorch_optimizers.py	examples/eight_schools/mcmc.py	1	5	29
pyro/optim/pytorch_optimizers.py	examples/eight_schools/svi.py	1	5	22
pyro/optim/pytorch_optimizers.py	examples/einsum.py	1	5	3
pyro/optim/pytorch_optimizers.py	examples/hmm.py	1	5	45
pyro/optim/pytorch_optimizers.py	examples/inclined_plane.py	1	5	35
pyro/optim/pytorch_optimizers.py	examples/lda.py	1	5	25
pyro/optim/pytorch_optimizers.py	examples/lkj.py	1	5	20
pyro/optim/pytorch_optimizers.py	examples/minipyro.py	1	5	26
pyro/optim/pytorch_optimizers.py	examples/mixed_hmm/experiment.py	1	5	3
pyro/optim/pytorch_optimizers.py	examples/mixed_hmm/model.py	1	5	4
pyro/optim/pytorch_optimizers.py	examples/mixed_hmm/seal_data.py	1	5	5
pyro/optim/pytorch_optimizers.py	examples/rsa/generics.py	1	5	19
pyro/optim/pytorch_optimizers.py	examples/rsa/hyperbole.py	1	5	19
pyro/optim/pytorch_optimizers.py	examples/rsa/schelling.py	1	5	19
pyro/optim/pytorch_optimizers.py	examples/rsa/schelling_false.py	1	5	19
pyro/optim/pytorch_optimizers.py	examples/rsa/search_inference.py	1	5	9
pyro/optim/pytorch_optimizers.py	examples/rsa/semantic_parsing.py	1	5	20
pyro/optim/pytorch_optimizers.py	examples/smcfilter.py	1	5	3
pyro/optim/pytorch_optimizers.py	examples/sparse_gamma_def.py	1	5	28
pyro/optim/pytorch_optimizers.py	examples/sparse_regression.py	1	5	18
pyro/optim/pytorch_optimizers.py	examples/vae/ss_vae_M2.py	1	5	34
pyro/optim/pytorch_optimizers.py	examples/vae/utils/custom_mlp.py	1	5	6
pyro/optim/pytorch_optimizers.py	examples/vae/utils/mnist_cached.py	1	5	9
pyro/optim/pytorch_optimizers.py	examples/vae/utils/vae_plots.py	1	5	4
pyro/optim/pytorch_optimizers.py	examples/vae/vae.py	1	5	29
pyro/optim/pytorch_optimizers.py	examples/vae/vae_comparison.py	1	5	29
pyro/optim/pytorch_optimizers.py	profiler/distributions.py	1	5	11
pyro/optim/pytorch_optimizers.py	profiler/hmm.py	1	5	3
pyro/optim/pytorch_optimizers.py	profiler/profiling_utils.py	1	5	5
pyro/optim/pytorch_optimizers.py	pyro/__init__.py	1	5	176
pyro/optim/pytorch_optimizers.py	pyro/contrib/autoguide.py	1	5	3
pyro/optim/pytorch_optimizers.py	pyro/contrib/autoname/__init__.py	1	5	5
pyro/optim/pytorch_optimizers.py	pyro/contrib/autoname/named.py	1	5	5
pyro/optim/pytorch_optimizers.py	pyro/contrib/autoname/scoping.py	1	5	6
pyro/optim/pytorch_optimizers.py	pyro/contrib/bnn/__init__.py	1	5	3
pyro/optim/pytorch_optimizers.py	pyro/contrib/bnn/hidden_layer.py	1	5	3
pyro/optim/pytorch_optimizers.py	pyro/contrib/bnn/utils.py	1	5	3
pyro/optim/pytorch_optimizers.py	pyro/contrib/cevae/__init__.py	1	5	3
pyro/optim/pytorch_optimizers.py	pyro/contrib/conjugate/infer.py	1	5	4
pyro/optim/pytorch_optimizers.py	pyro/contrib/easyguide/__init__.py	1	5	3
pyro/optim/pytorch_optimizers.py	pyro/contrib/easyguide/easyguide.py	1	5	9
pyro/optim/pytorch_optimizers.py	pyro/contrib/examples/bart.py	1	5	6
pyro/optim/pytorch_optimizers.py	pyro/contrib/examples/multi_mnist.py	1	5	3
pyro/optim/pytorch_optimizers.py	pyro/contrib/examples/util.py	1	5	9
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/kernels/brownian.py	1	5	12
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/kernels/coregionalize.py	1	5	9
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/kernels/dot_product.py	1	5	13
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/kernels/isotropic.py	1	5	14
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/kernels/kernel.py	1	5	22
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/kernels/periodic.py	1	5	12
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/kernels/static.py	1	5	13
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/likelihoods/binary.py	1	5	17
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/likelihoods/gaussian.py	1	5	18
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/likelihoods/likelihood.py	1	5	12
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/likelihoods/multi_class.py	1	5	15
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/likelihoods/poisson.py	1	5	11
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/models/gplvm.py	1	5	12
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/models/gpr.py	1	5	27
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/models/model.py	1	5	24
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/models/sgpr.py	1	5	32
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/models/vgp.py	1	5	21
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/models/vsgp.py	1	5	11
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/parameterized.py	1	5	8
pyro/optim/pytorch_optimizers.py	pyro/contrib/gp/util.py	1	5	19
pyro/optim/pytorch_optimizers.py	pyro/contrib/minipyro.py	1	5	17
pyro/optim/pytorch_optimizers.py	pyro/contrib/oed/__init__.py	1	5	6
pyro/optim/pytorch_optimizers.py	pyro/contrib/oed/eig.py	1	5	17
pyro/optim/pytorch_optimizers.py	pyro/contrib/oed/glmm/__init__.py	1	5	2
pyro/optim/pytorch_optimizers.py	pyro/contrib/oed/glmm/glmm.py	1	5	2
pyro/optim/pytorch_optimizers.py	pyro/contrib/oed/glmm/guides.py	1	5	3
pyro/optim/pytorch_optimizers.py	pyro/contrib/oed/search.py	1	5	4
pyro/optim/pytorch_optimizers.py	pyro/contrib/oed/util.py	1	5	8
pyro/optim/pytorch_optimizers.py	pyro/contrib/timeseries/__init__.py	1	5	9
pyro/optim/pytorch_optimizers.py	pyro/contrib/timeseries/base.py	1	5	5
pyro/optim/pytorch_optimizers.py	pyro/contrib/timeseries/gp.py	1	5	12
pyro/optim/pytorch_optimizers.py	pyro/contrib/timeseries/lgssm.py	1	5	8
pyro/optim/pytorch_optimizers.py	pyro/contrib/timeseries/lgssmgp.py	1	5	7
pyro/optim/pytorch_optimizers.py	pyro/contrib/tracking/__init__.py	1	5	3
pyro/optim/pytorch_optimizers.py	pyro/contrib/tracking/assignment.py	1	5	9
pyro/optim/pytorch_optimizers.py	pyro/contrib/tracking/distributions.py	1	5	6
pyro/optim/pytorch_optimizers.py	pyro/contrib/tracking/dynamic_models.py	1	5	7
pyro/optim/pytorch_optimizers.py	pyro/contrib/tracking/extended_kalman_filter.py	1	5	8
pyro/optim/pytorch_optimizers.py	pyro/contrib/tracking/hashing.py	1	5	8
pyro/optim/pytorch_optimizers.py	pyro/contrib/tracking/measurements.py	1	5	5
pyro/optim/pytorch_optimizers.py	pyro/distributions/avf_mvn.py	1	5	6
pyro/optim/pytorch_optimizers.py	pyro/distributions/conditional.py	1	5	5
pyro/optim/pytorch_optimizers.py	pyro/distributions/conjugate.py	1	5	13
pyro/optim/pytorch_optimizers.py	pyro/distributions/constraints.py	1	5	4
pyro/optim/pytorch_optimizers.py	pyro/distributions/delta.py	1	5	44
pyro/optim/pytorch_optimizers.py	pyro/distributions/diag_normal_mixture.py	1	5	8
pyro/optim/pytorch_optimizers.py	pyro/distributions/diag_normal_mixture_shared_cov.py	1	5	9
pyro/optim/pytorch_optimizers.py	pyro/distributions/distribution.py	1	5	44
pyro/optim/pytorch_optimizers.py	pyro/distributions/empirical.py	1	5	13
pyro/optim/pytorch_optimizers.py	pyro/distributions/folded.py	1	5	2
pyro/optim/pytorch_optimizers.py	pyro/distributions/gaussian_scale_mixture.py	1	5	9
pyro/optim/pytorch_optimizers.py	pyro/distributions/hmm.py	1	5	30
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pyro/optim/pytorch_optimizers.py	pyro/infer/trace_mmd.py	1	5	6
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pyro/optim/pytorch_optimizers.py	pyro/infer/tracegraph_elbo.py	1	5	70
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pyro/poutine/__init__.py	pyro/contrib/cevae/__init__.py	1	64	3
pyro/poutine/__init__.py	pyro/contrib/conjugate/infer.py	1	64	4
pyro/poutine/__init__.py	pyro/contrib/examples/bart.py	1	64	6
pyro/poutine/__init__.py	pyro/contrib/examples/multi_mnist.py	1	64	3
pyro/poutine/__init__.py	pyro/contrib/oed/__init__.py	1	64	6
pyro/poutine/__init__.py	pyro/contrib/oed/glmm/__init__.py	1	64	2
pyro/poutine/__init__.py	pyro/contrib/oed/glmm/glmm.py	1	64	2
pyro/poutine/__init__.py	pyro/contrib/oed/glmm/guides.py	1	64	3
pyro/poutine/__init__.py	pyro/contrib/oed/search.py	1	64	4
pyro/poutine/__init__.py	pyro/contrib/timeseries/__init__.py	1	64	9
pyro/poutine/__init__.py	pyro/contrib/timeseries/base.py	1	64	5
pyro/poutine/__init__.py	pyro/contrib/timeseries/gp.py	1	64	12
pyro/poutine/__init__.py	pyro/contrib/timeseries/lgssm.py	1	64	8
pyro/poutine/__init__.py	pyro/contrib/timeseries/lgssmgp.py	1	64	7
pyro/poutine/__init__.py	pyro/contrib/tracking/dynamic_models.py	1	64	7
pyro/poutine/__init__.py	pyro/contrib/tracking/extended_kalman_filter.py	1	64	8
pyro/poutine/__init__.py	pyro/contrib/tracking/measurements.py	1	64	5
pyro/poutine/__init__.py	pyro/distributions/conditional.py	1	64	5
pyro/poutine/__init__.py	pyro/distributions/constraints.py	1	64	4
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pyro/poutine/__init__.py	pyro/distributions/kl.py	1	64	3
pyro/poutine/__init__.py	pyro/distributions/multivariate_studentt.py	1	64	5
pyro/poutine/__init__.py	pyro/distributions/testing/__init__.py	1	64	2
pyro/poutine/__init__.py	pyro/distributions/transforms/__init__.py	1	64	30
pyro/poutine/__init__.py	pyro/distributions/transforms/affine_autoregressive.py	1	64	11
pyro/poutine/__init__.py	pyro/distributions/transforms/batchnorm.py	1	64	7
pyro/poutine/__init__.py	pyro/distributions/transforms/cholesky.py	1	64	4
pyro/poutine/__init__.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	64	5
pyro/poutine/__init__.py	pyro/distributions/transforms/neural_autoregressive.py	1	64	10
pyro/poutine/__init__.py	pyro/distributions/unit.py	1	64	3
pyro/poutine/__init__.py	pyro/distributions/zero_inflated.py	1	64	8
pyro/poutine/__init__.py	pyro/infer/autoguide/__init__.py	1	64	6
pyro/poutine/__init__.py	pyro/infer/autoguide/guides.py	1	64	18
pyro/poutine/__init__.py	pyro/infer/autoguide/initialization.py	1	64	7
pyro/poutine/__init__.py	pyro/infer/autoguide/utils.py	1	64	2
pyro/poutine/__init__.py	pyro/infer/energy_distance.py	1	64	3
pyro/poutine/__init__.py	pyro/infer/mcmc/__init__.py	1	64	7
pyro/poutine/__init__.py	pyro/infer/mcmc/adaptation.py	1	64	11
pyro/poutine/__init__.py	pyro/infer/mcmc/logger.py	1	64	12
pyro/poutine/__init__.py	pyro/infer/predictive.py	1	64	6
pyro/poutine/__init__.py	pyro/infer/reparam/__init__.py	1	64	10
pyro/poutine/__init__.py	pyro/infer/reparam/loc_scale.py	1	64	3
pyro/poutine/__init__.py	pyro/infer/reparam/neutra.py	1	64	5
pyro/poutine/__init__.py	pyro/infer/reparam/reparam.py	1	64	3
pyro/poutine/__init__.py	pyro/infer/reparam/stable.py	1	64	8
pyro/poutine/__init__.py	pyro/infer/reparam/transform.py	1	64	2
pyro/poutine/__init__.py	pyro/infer/rws.py	1	64	4
pyro/poutine/__init__.py	pyro/infer/smcfilter.py	1	64	5
pyro/poutine/__init__.py	pyro/infer/svgd.py	1	64	7
pyro/poutine/__init__.py	pyro/infer/tracetmc_elbo.py	1	64	5
pyro/poutine/__init__.py	pyro/nn/module.py	1	64	20
pyro/poutine/__init__.py	pyro/ops/gamma_gaussian.py	1	64	5
pyro/poutine/__init__.py	pyro/ops/gaussian.py	1	64	12
pyro/poutine/__init__.py	pyro/ops/hessian.py	1	64	2
pyro/poutine/__init__.py	pyro/ops/ssm_gp.py	1	64	6
pyro/poutine/__init__.py	pyro/ops/tensor_utils.py	1	64	15
pyro/poutine/__init__.py	pyro/ops/welford.py	1	64	6
pyro/poutine/__init__.py	pyro/optim/pytorch_optimizers.py	1	64	5
pyro/poutine/block_messenger.py	examples/air/viz.py	1	12	6
pyro/poutine/block_messenger.py	examples/contrib/cevae/synthetic.py	1	12	8
pyro/poutine/block_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	12	9
pyro/poutine/block_messenger.py	examples/contrib/timeseries/gp_models.py	1	12	10
pyro/poutine/block_messenger.py	examples/dmm/polyphonic_data_loader.py	1	12	16
pyro/poutine/block_messenger.py	examples/dmm/util.py	1	12	2
pyro/poutine/block_messenger.py	examples/rsa/generics.py	1	12	19
pyro/poutine/block_messenger.py	examples/rsa/hyperbole.py	1	12	19
pyro/poutine/block_messenger.py	examples/smcfilter.py	1	12	3
pyro/poutine/block_messenger.py	examples/sparse_regression.py	1	12	18
pyro/poutine/block_messenger.py	examples/vae/utils/vae_plots.py	1	12	4
pyro/poutine/block_messenger.py	profiler/hmm.py	1	12	3
pyro/poutine/block_messenger.py	pyro/contrib/autoguide.py	1	12	3
pyro/poutine/block_messenger.py	pyro/contrib/cevae/__init__.py	1	12	3
pyro/poutine/block_messenger.py	pyro/contrib/examples/bart.py	1	12	6
pyro/poutine/block_messenger.py	pyro/contrib/examples/multi_mnist.py	1	12	3
pyro/poutine/block_messenger.py	pyro/contrib/oed/__init__.py	1	12	6
pyro/poutine/block_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	12	2
pyro/poutine/block_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	12	2
pyro/poutine/block_messenger.py	pyro/contrib/timeseries/__init__.py	1	12	9
pyro/poutine/block_messenger.py	pyro/contrib/timeseries/base.py	1	12	5
pyro/poutine/block_messenger.py	pyro/contrib/timeseries/gp.py	1	12	12
pyro/poutine/block_messenger.py	pyro/contrib/timeseries/lgssm.py	1	12	8
pyro/poutine/block_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	12	7
pyro/poutine/block_messenger.py	pyro/distributions/constraints.py	1	12	4
pyro/poutine/block_messenger.py	pyro/distributions/folded.py	1	12	2
pyro/poutine/block_messenger.py	pyro/distributions/kl.py	1	12	3
pyro/poutine/block_messenger.py	pyro/distributions/stable.py	1	12	9
pyro/poutine/block_messenger.py	pyro/distributions/testing/__init__.py	1	12	2
pyro/poutine/block_messenger.py	pyro/distributions/transforms/__init__.py	1	12	30
pyro/poutine/block_messenger.py	pyro/distributions/transforms/cholesky.py	1	12	4
pyro/poutine/block_messenger.py	pyro/infer/autoguide/__init__.py	1	12	6
pyro/poutine/block_messenger.py	pyro/infer/autoguide/guides.py	1	12	18
pyro/poutine/block_messenger.py	pyro/infer/autoguide/utils.py	1	12	2
pyro/poutine/block_messenger.py	pyro/infer/energy_distance.py	1	12	3
pyro/poutine/block_messenger.py	pyro/infer/mcmc/__init__.py	1	12	7
pyro/poutine/block_messenger.py	pyro/infer/predictive.py	1	12	6
pyro/poutine/block_messenger.py	pyro/infer/reparam/__init__.py	1	12	10
pyro/poutine/block_messenger.py	pyro/infer/reparam/loc_scale.py	1	12	3
pyro/poutine/block_messenger.py	pyro/infer/reparam/neutra.py	1	12	5
pyro/poutine/block_messenger.py	pyro/infer/reparam/reparam.py	1	12	3
pyro/poutine/block_messenger.py	pyro/infer/reparam/stable.py	1	12	8
pyro/poutine/block_messenger.py	pyro/infer/reparam/transform.py	1	12	2
pyro/poutine/block_messenger.py	pyro/infer/smcfilter.py	1	12	5
pyro/poutine/block_messenger.py	pyro/nn/module.py	1	12	20
pyro/poutine/block_messenger.py	pyro/ops/gamma_gaussian.py	1	12	5
pyro/poutine/block_messenger.py	pyro/ops/gaussian.py	1	12	12
pyro/poutine/block_messenger.py	pyro/ops/hessian.py	1	12	2
pyro/poutine/block_messenger.py	pyro/ops/ssm_gp.py	1	12	6
pyro/poutine/block_messenger.py	pyro/ops/tensor_utils.py	1	12	15
pyro/poutine/block_messenger.py	pyro/optim/pytorch_optimizers.py	1	12	5
pyro/poutine/broadcast_messenger.py	examples/air/modules.py	1	9	6
pyro/poutine/broadcast_messenger.py	examples/air/viz.py	1	9	6
pyro/poutine/broadcast_messenger.py	examples/contrib/cevae/synthetic.py	1	9	8
pyro/poutine/broadcast_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	9	9
pyro/poutine/broadcast_messenger.py	examples/contrib/timeseries/gp_models.py	1	9	10
pyro/poutine/broadcast_messenger.py	examples/dmm/polyphonic_data_loader.py	1	9	16
pyro/poutine/broadcast_messenger.py	examples/dmm/util.py	1	9	2
pyro/poutine/broadcast_messenger.py	examples/rsa/generics.py	1	9	19
pyro/poutine/broadcast_messenger.py	examples/rsa/hyperbole.py	1	9	19
pyro/poutine/broadcast_messenger.py	examples/rsa/semantic_parsing.py	1	9	20
pyro/poutine/broadcast_messenger.py	examples/smcfilter.py	1	9	3
pyro/poutine/broadcast_messenger.py	examples/sparse_regression.py	1	9	18
pyro/poutine/broadcast_messenger.py	examples/vae/utils/custom_mlp.py	1	9	6
pyro/poutine/broadcast_messenger.py	examples/vae/utils/vae_plots.py	1	9	4
pyro/poutine/broadcast_messenger.py	profiler/hmm.py	1	9	3
pyro/poutine/broadcast_messenger.py	pyro/contrib/autoguide.py	1	9	3
pyro/poutine/broadcast_messenger.py	pyro/contrib/autoname/scoping.py	1	9	6
pyro/poutine/broadcast_messenger.py	pyro/contrib/cevae/__init__.py	1	9	3
pyro/poutine/broadcast_messenger.py	pyro/contrib/conjugate/infer.py	1	9	4
pyro/poutine/broadcast_messenger.py	pyro/contrib/examples/bart.py	1	9	6
pyro/poutine/broadcast_messenger.py	pyro/contrib/examples/multi_mnist.py	1	9	3
pyro/poutine/broadcast_messenger.py	pyro/contrib/oed/__init__.py	1	9	6
pyro/poutine/broadcast_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	9	2
pyro/poutine/broadcast_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	9	2
pyro/poutine/broadcast_messenger.py	pyro/contrib/oed/glmm/guides.py	1	9	3
pyro/poutine/broadcast_messenger.py	pyro/contrib/oed/search.py	1	9	4
pyro/poutine/broadcast_messenger.py	pyro/contrib/timeseries/__init__.py	1	9	9
pyro/poutine/broadcast_messenger.py	pyro/contrib/timeseries/base.py	1	9	5
pyro/poutine/broadcast_messenger.py	pyro/contrib/timeseries/gp.py	1	9	12
pyro/poutine/broadcast_messenger.py	pyro/contrib/timeseries/lgssm.py	1	9	8
pyro/poutine/broadcast_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	9	7
pyro/poutine/broadcast_messenger.py	pyro/contrib/tracking/dynamic_models.py	1	9	7
pyro/poutine/broadcast_messenger.py	pyro/contrib/tracking/extended_kalman_filter.py	1	9	8
pyro/poutine/broadcast_messenger.py	pyro/contrib/tracking/measurements.py	1	9	5
pyro/poutine/broadcast_messenger.py	pyro/distributions/conditional.py	1	9	5
pyro/poutine/broadcast_messenger.py	pyro/distributions/constraints.py	1	9	4
pyro/poutine/broadcast_messenger.py	pyro/distributions/folded.py	1	9	2
pyro/poutine/broadcast_messenger.py	pyro/distributions/kl.py	1	9	3
pyro/poutine/broadcast_messenger.py	pyro/distributions/multivariate_studentt.py	1	9	5
pyro/poutine/broadcast_messenger.py	pyro/distributions/stable.py	1	9	9
pyro/poutine/broadcast_messenger.py	pyro/distributions/testing/__init__.py	1	9	2
pyro/poutine/broadcast_messenger.py	pyro/distributions/transforms/__init__.py	1	9	30
pyro/poutine/broadcast_messenger.py	pyro/distributions/transforms/affine_autoregressive.py	1	9	11
pyro/poutine/broadcast_messenger.py	pyro/distributions/transforms/batchnorm.py	1	9	7
pyro/poutine/broadcast_messenger.py	pyro/distributions/transforms/cholesky.py	1	9	4
pyro/poutine/broadcast_messenger.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	9	5
pyro/poutine/broadcast_messenger.py	pyro/distributions/transforms/neural_autoregressive.py	1	9	10
pyro/poutine/broadcast_messenger.py	pyro/distributions/unit.py	1	9	3
pyro/poutine/broadcast_messenger.py	pyro/distributions/zero_inflated.py	1	9	8
pyro/poutine/broadcast_messenger.py	pyro/infer/autoguide/__init__.py	1	9	6
pyro/poutine/broadcast_messenger.py	pyro/infer/autoguide/guides.py	1	9	18
pyro/poutine/broadcast_messenger.py	pyro/infer/autoguide/initialization.py	1	9	7
pyro/poutine/broadcast_messenger.py	pyro/infer/autoguide/utils.py	1	9	2
pyro/poutine/broadcast_messenger.py	pyro/infer/energy_distance.py	1	9	3
pyro/poutine/broadcast_messenger.py	pyro/infer/mcmc/__init__.py	1	9	7
pyro/poutine/broadcast_messenger.py	pyro/infer/mcmc/adaptation.py	1	9	11
pyro/poutine/broadcast_messenger.py	pyro/infer/mcmc/logger.py	1	9	12
pyro/poutine/broadcast_messenger.py	pyro/infer/predictive.py	1	9	6
pyro/poutine/broadcast_messenger.py	pyro/infer/reparam/__init__.py	1	9	10
pyro/poutine/broadcast_messenger.py	pyro/infer/reparam/loc_scale.py	1	9	3
pyro/poutine/broadcast_messenger.py	pyro/infer/reparam/neutra.py	1	9	5
pyro/poutine/broadcast_messenger.py	pyro/infer/reparam/reparam.py	1	9	3
pyro/poutine/broadcast_messenger.py	pyro/infer/reparam/stable.py	1	9	8
pyro/poutine/broadcast_messenger.py	pyro/infer/reparam/transform.py	1	9	2
pyro/poutine/broadcast_messenger.py	pyro/infer/rws.py	1	9	4
pyro/poutine/broadcast_messenger.py	pyro/infer/smcfilter.py	1	9	5
pyro/poutine/broadcast_messenger.py	pyro/infer/svgd.py	1	9	7
pyro/poutine/broadcast_messenger.py	pyro/nn/module.py	1	9	20
pyro/poutine/broadcast_messenger.py	pyro/ops/gamma_gaussian.py	1	9	5
pyro/poutine/broadcast_messenger.py	pyro/ops/gaussian.py	1	9	12
pyro/poutine/broadcast_messenger.py	pyro/ops/hessian.py	1	9	2
pyro/poutine/broadcast_messenger.py	pyro/ops/ssm_gp.py	1	9	6
pyro/poutine/broadcast_messenger.py	pyro/ops/tensor_utils.py	1	9	15
pyro/poutine/broadcast_messenger.py	pyro/ops/welford.py	1	9	6
pyro/poutine/broadcast_messenger.py	pyro/optim/pytorch_optimizers.py	1	9	5
pyro/poutine/condition_messenger.py	examples/air/viz.py	1	7	6
pyro/poutine/condition_messenger.py	examples/contrib/cevae/synthetic.py	1	7	8
pyro/poutine/condition_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	7	9
pyro/poutine/condition_messenger.py	examples/contrib/timeseries/gp_models.py	1	7	10
pyro/poutine/condition_messenger.py	examples/dmm/polyphonic_data_loader.py	1	7	16
pyro/poutine/condition_messenger.py	examples/dmm/util.py	1	7	2
pyro/poutine/condition_messenger.py	examples/rsa/generics.py	1	7	19
pyro/poutine/condition_messenger.py	examples/rsa/hyperbole.py	1	7	19
pyro/poutine/condition_messenger.py	examples/smcfilter.py	1	7	3
pyro/poutine/condition_messenger.py	examples/sparse_regression.py	1	7	18
pyro/poutine/condition_messenger.py	examples/vae/utils/vae_plots.py	1	7	4
pyro/poutine/condition_messenger.py	profiler/hmm.py	1	7	3
pyro/poutine/condition_messenger.py	pyro/contrib/autoguide.py	1	7	3
pyro/poutine/condition_messenger.py	pyro/contrib/cevae/__init__.py	1	7	3
pyro/poutine/condition_messenger.py	pyro/contrib/examples/bart.py	1	7	6
pyro/poutine/condition_messenger.py	pyro/contrib/examples/multi_mnist.py	1	7	3
pyro/poutine/condition_messenger.py	pyro/contrib/oed/__init__.py	1	7	6
pyro/poutine/condition_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	7	2
pyro/poutine/condition_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	7	2
pyro/poutine/condition_messenger.py	pyro/contrib/timeseries/__init__.py	1	7	9
pyro/poutine/condition_messenger.py	pyro/contrib/timeseries/base.py	1	7	5
pyro/poutine/condition_messenger.py	pyro/contrib/timeseries/gp.py	1	7	12
pyro/poutine/condition_messenger.py	pyro/contrib/timeseries/lgssm.py	1	7	8
pyro/poutine/condition_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	7	7
pyro/poutine/condition_messenger.py	pyro/distributions/constraints.py	1	7	4
pyro/poutine/condition_messenger.py	pyro/distributions/folded.py	1	7	2
pyro/poutine/condition_messenger.py	pyro/distributions/kl.py	1	7	3
pyro/poutine/condition_messenger.py	pyro/distributions/stable.py	1	7	9
pyro/poutine/condition_messenger.py	pyro/distributions/testing/__init__.py	1	7	2
pyro/poutine/condition_messenger.py	pyro/distributions/transforms/__init__.py	1	7	30
pyro/poutine/condition_messenger.py	pyro/distributions/transforms/cholesky.py	1	7	4
pyro/poutine/condition_messenger.py	pyro/infer/autoguide/__init__.py	1	7	6
pyro/poutine/condition_messenger.py	pyro/infer/autoguide/guides.py	1	7	18
pyro/poutine/condition_messenger.py	pyro/infer/autoguide/utils.py	1	7	2
pyro/poutine/condition_messenger.py	pyro/infer/energy_distance.py	1	7	3
pyro/poutine/condition_messenger.py	pyro/infer/mcmc/__init__.py	1	7	7
pyro/poutine/condition_messenger.py	pyro/infer/predictive.py	1	7	6
pyro/poutine/condition_messenger.py	pyro/infer/reparam/__init__.py	1	7	10
pyro/poutine/condition_messenger.py	pyro/infer/reparam/loc_scale.py	1	7	3
pyro/poutine/condition_messenger.py	pyro/infer/reparam/neutra.py	1	7	5
pyro/poutine/condition_messenger.py	pyro/infer/reparam/reparam.py	1	7	3
pyro/poutine/condition_messenger.py	pyro/infer/reparam/stable.py	1	7	8
pyro/poutine/condition_messenger.py	pyro/infer/reparam/transform.py	1	7	2
pyro/poutine/condition_messenger.py	pyro/infer/smcfilter.py	1	7	5
pyro/poutine/condition_messenger.py	pyro/nn/module.py	1	7	20
pyro/poutine/condition_messenger.py	pyro/ops/gamma_gaussian.py	1	7	5
pyro/poutine/condition_messenger.py	pyro/ops/gaussian.py	1	7	12
pyro/poutine/condition_messenger.py	pyro/ops/hessian.py	1	7	2
pyro/poutine/condition_messenger.py	pyro/ops/ssm_gp.py	1	7	6
pyro/poutine/condition_messenger.py	pyro/ops/tensor_utils.py	1	7	15
pyro/poutine/condition_messenger.py	pyro/optim/pytorch_optimizers.py	1	7	5
pyro/poutine/do_messenger.py	examples/air/main.py	1	3	37
pyro/poutine/do_messenger.py	examples/air/viz.py	1	3	6
pyro/poutine/do_messenger.py	examples/baseball.py	1	3	46
pyro/poutine/do_messenger.py	examples/capture_recapture/cjs.py	1	3	9
pyro/poutine/do_messenger.py	examples/contrib/autoname/mixture.py	1	3	22
pyro/poutine/do_messenger.py	examples/contrib/autoname/scoping_mixture.py	1	3	22
pyro/poutine/do_messenger.py	examples/contrib/autoname/tree_data.py	1	3	21
pyro/poutine/do_messenger.py	examples/contrib/cevae/synthetic.py	1	3	8
pyro/poutine/do_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	3	9
pyro/poutine/do_messenger.py	examples/contrib/timeseries/gp_models.py	1	3	10
pyro/poutine/do_messenger.py	examples/dmm/polyphonic_data_loader.py	1	3	16
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pyro/poutine/do_messenger.py	examples/eight_schools/data.py	1	3	3
pyro/poutine/do_messenger.py	examples/eight_schools/mcmc.py	1	3	29
pyro/poutine/do_messenger.py	examples/eight_schools/svi.py	1	3	22
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pyro/poutine/do_messenger.py	examples/mixed_hmm/seal_data.py	1	3	5
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pyro/poutine/do_messenger.py	examples/rsa/schelling_false.py	1	3	19
pyro/poutine/do_messenger.py	examples/smcfilter.py	1	3	3
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pyro/poutine/do_messenger.py	examples/vae/utils/vae_plots.py	1	3	4
pyro/poutine/do_messenger.py	profiler/distributions.py	1	3	11
pyro/poutine/do_messenger.py	profiler/hmm.py	1	3	3
pyro/poutine/do_messenger.py	pyro/__init__.py	1	3	176
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pyro/poutine/do_messenger.py	pyro/contrib/autoguide.py	1	3	3
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pyro/poutine/do_messenger.py	pyro/contrib/bnn/utils.py	1	3	3
pyro/poutine/do_messenger.py	pyro/contrib/cevae/__init__.py	1	3	3
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pyro/poutine/do_messenger.py	pyro/contrib/easyguide/easyguide.py	1	3	9
pyro/poutine/do_messenger.py	pyro/contrib/examples/bart.py	1	3	6
pyro/poutine/do_messenger.py	pyro/contrib/examples/multi_mnist.py	1	3	3
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pyro/poutine/do_messenger.py	pyro/contrib/gp/__init__.py	1	3	14
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pyro/poutine/do_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	1	3	8
pyro/poutine/do_messenger.py	pyro/contrib/gp/models/__init__.py	1	3	11
pyro/poutine/do_messenger.py	pyro/contrib/gp/util.py	1	3	19
pyro/poutine/do_messenger.py	pyro/contrib/oed/__init__.py	1	3	6
pyro/poutine/do_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	3	2
pyro/poutine/do_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	3	2
pyro/poutine/do_messenger.py	pyro/contrib/oed/util.py	1	3	8
pyro/poutine/do_messenger.py	pyro/contrib/timeseries/__init__.py	1	3	9
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pyro/poutine/do_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	3	7
pyro/poutine/do_messenger.py	pyro/contrib/tracking/__init__.py	1	3	3
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pyro/poutine/do_messenger.py	pyro/distributions/torch_patch.py	1	3	27
pyro/poutine/do_messenger.py	pyro/distributions/transforms/__init__.py	1	3	30
pyro/poutine/do_messenger.py	pyro/distributions/transforms/cholesky.py	1	3	4
pyro/poutine/do_messenger.py	pyro/distributions/transforms/utils.py	1	3	3
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pyro/poutine/do_messenger.py	pyro/infer/autoguide/utils.py	1	3	2
pyro/poutine/do_messenger.py	pyro/infer/elbo.py	1	3	27
pyro/poutine/do_messenger.py	pyro/infer/energy_distance.py	1	3	3
pyro/poutine/do_messenger.py	pyro/infer/enum.py	1	3	32
pyro/poutine/do_messenger.py	pyro/infer/mcmc/__init__.py	1	3	7
pyro/poutine/do_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	1	3	5
pyro/poutine/do_messenger.py	pyro/infer/predictive.py	1	3	6
pyro/poutine/do_messenger.py	pyro/infer/reparam/__init__.py	1	3	10
pyro/poutine/do_messenger.py	pyro/infer/reparam/loc_scale.py	1	3	3
pyro/poutine/do_messenger.py	pyro/infer/reparam/neutra.py	1	3	5
pyro/poutine/do_messenger.py	pyro/infer/reparam/reparam.py	1	3	3
pyro/poutine/do_messenger.py	pyro/infer/reparam/stable.py	1	3	8
pyro/poutine/do_messenger.py	pyro/infer/reparam/transform.py	1	3	2
pyro/poutine/do_messenger.py	pyro/infer/smcfilter.py	1	3	5
pyro/poutine/do_messenger.py	pyro/infer/trace_elbo.py	1	3	59
pyro/poutine/do_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	1	3	5
pyro/poutine/do_messenger.py	pyro/infer/tracegraph_elbo.py	1	3	70
pyro/poutine/do_messenger.py	pyro/infer/tracetmc_elbo.py	1	3	5
pyro/poutine/do_messenger.py	pyro/logger.py	1	3	3
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pyro/poutine/do_messenger.py	pyro/ops/einsum/__init__.py	1	3	13
pyro/poutine/do_messenger.py	pyro/ops/einsum/adjoint.py	1	3	7
pyro/poutine/do_messenger.py	pyro/ops/einsum/torch_log.py	1	3	11
pyro/poutine/do_messenger.py	pyro/ops/einsum/torch_map.py	1	3	5
pyro/poutine/do_messenger.py	pyro/ops/einsum/torch_marginal.py	1	3	5
pyro/poutine/do_messenger.py	pyro/ops/einsum/torch_sample.py	1	3	5
pyro/poutine/do_messenger.py	pyro/ops/gamma_gaussian.py	1	3	5
pyro/poutine/do_messenger.py	pyro/ops/gaussian.py	1	3	12
pyro/poutine/do_messenger.py	pyro/ops/hessian.py	1	3	2
pyro/poutine/do_messenger.py	pyro/ops/integrator.py	1	3	16
pyro/poutine/do_messenger.py	pyro/ops/linalg.py	1	3	5
pyro/poutine/do_messenger.py	pyro/ops/newton.py	1	3	9
pyro/poutine/do_messenger.py	pyro/ops/packed.py	1	3	10
pyro/poutine/do_messenger.py	pyro/ops/ssm_gp.py	1	3	6
pyro/poutine/do_messenger.py	pyro/ops/stats.py	1	3	17
pyro/poutine/do_messenger.py	pyro/ops/tensor_utils.py	1	3	15
pyro/poutine/do_messenger.py	pyro/optim/__init__.py	1	3	17
pyro/poutine/do_messenger.py	pyro/optim/pytorch_optimizers.py	1	3	5
pyro/poutine/do_messenger.py	pyro/params/__init__.py	1	3	12
pyro/poutine/do_messenger.py	pyro/poutine/__init__.py	1	3	64
pyro/poutine/do_messenger.py	pyro/poutine/broadcast_messenger.py	1	3	9
pyro/poutine/enum_messenger.py	examples/air/main.py	1	4	37
pyro/poutine/enum_messenger.py	examples/air/viz.py	1	4	6
pyro/poutine/enum_messenger.py	examples/baseball.py	1	4	46
pyro/poutine/enum_messenger.py	examples/capture_recapture/cjs.py	1	4	9
pyro/poutine/enum_messenger.py	examples/contrib/autoname/mixture.py	1	4	22
pyro/poutine/enum_messenger.py	examples/contrib/autoname/scoping_mixture.py	1	4	22
pyro/poutine/enum_messenger.py	examples/contrib/autoname/tree_data.py	1	4	21
pyro/poutine/enum_messenger.py	examples/contrib/cevae/synthetic.py	1	4	8
pyro/poutine/enum_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	4	9
pyro/poutine/enum_messenger.py	examples/contrib/timeseries/gp_models.py	1	4	10
pyro/poutine/enum_messenger.py	examples/dmm/polyphonic_data_loader.py	1	4	16
pyro/poutine/enum_messenger.py	examples/dmm/util.py	1	4	2
pyro/poutine/enum_messenger.py	examples/eight_schools/data.py	1	4	3
pyro/poutine/enum_messenger.py	examples/eight_schools/mcmc.py	1	4	29
pyro/poutine/enum_messenger.py	examples/eight_schools/svi.py	1	4	22
pyro/poutine/enum_messenger.py	examples/einsum.py	1	4	3
pyro/poutine/enum_messenger.py	examples/inclined_plane.py	1	4	35
pyro/poutine/enum_messenger.py	examples/lda.py	1	4	25
pyro/poutine/enum_messenger.py	examples/lkj.py	1	4	20
pyro/poutine/enum_messenger.py	examples/minipyro.py	1	4	26
pyro/poutine/enum_messenger.py	examples/mixed_hmm/experiment.py	1	4	3
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pyro/poutine/enum_messenger.py	examples/mixed_hmm/seal_data.py	1	4	5
pyro/poutine/enum_messenger.py	examples/rsa/generics.py	1	4	19
pyro/poutine/enum_messenger.py	examples/rsa/hyperbole.py	1	4	19
pyro/poutine/enum_messenger.py	examples/rsa/schelling.py	1	4	19
pyro/poutine/enum_messenger.py	examples/rsa/schelling_false.py	1	4	19
pyro/poutine/enum_messenger.py	examples/smcfilter.py	1	4	3
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pyro/poutine/enum_messenger.py	examples/vae/utils/vae_plots.py	1	4	4
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pyro/poutine/enum_messenger.py	profiler/hmm.py	1	4	3
pyro/poutine/enum_messenger.py	pyro/__init__.py	1	4	176
pyro/poutine/enum_messenger.py	pyro/contrib/__init__.py	1	4	17
pyro/poutine/enum_messenger.py	pyro/contrib/autoguide.py	1	4	3
pyro/poutine/enum_messenger.py	pyro/contrib/autoname/__init__.py	1	4	5
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pyro/poutine/enum_messenger.py	pyro/contrib/bnn/utils.py	1	4	3
pyro/poutine/enum_messenger.py	pyro/contrib/cevae/__init__.py	1	4	3
pyro/poutine/enum_messenger.py	pyro/contrib/easyguide/__init__.py	1	4	3
pyro/poutine/enum_messenger.py	pyro/contrib/easyguide/easyguide.py	1	4	9
pyro/poutine/enum_messenger.py	pyro/contrib/examples/bart.py	1	4	6
pyro/poutine/enum_messenger.py	pyro/contrib/examples/multi_mnist.py	1	4	3
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pyro/poutine/enum_messenger.py	pyro/contrib/gp/__init__.py	1	4	14
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pyro/poutine/enum_messenger.py	pyro/contrib/gp/models/__init__.py	1	4	11
pyro/poutine/enum_messenger.py	pyro/contrib/gp/util.py	1	4	19
pyro/poutine/enum_messenger.py	pyro/contrib/oed/__init__.py	1	4	6
pyro/poutine/enum_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	4	2
pyro/poutine/enum_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	4	2
pyro/poutine/enum_messenger.py	pyro/contrib/oed/util.py	1	4	8
pyro/poutine/enum_messenger.py	pyro/contrib/timeseries/__init__.py	1	4	9
pyro/poutine/enum_messenger.py	pyro/contrib/timeseries/base.py	1	4	5
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pyro/poutine/enum_messenger.py	pyro/contrib/timeseries/lgssm.py	1	4	8
pyro/poutine/enum_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	4	7
pyro/poutine/enum_messenger.py	pyro/contrib/tracking/__init__.py	1	4	3
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pyro/poutine/enum_messenger.py	pyro/distributions/folded.py	1	4	2
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pyro/poutine/enum_messenger.py	pyro/distributions/score_parts.py	1	4	7
pyro/poutine/enum_messenger.py	pyro/distributions/stable.py	1	4	9
pyro/poutine/enum_messenger.py	pyro/distributions/testing/__init__.py	1	4	2
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pyro/poutine/enum_messenger.py	pyro/distributions/torch_patch.py	1	4	27
pyro/poutine/enum_messenger.py	pyro/distributions/transforms/__init__.py	1	4	30
pyro/poutine/enum_messenger.py	pyro/distributions/transforms/cholesky.py	1	4	4
pyro/poutine/enum_messenger.py	pyro/distributions/transforms/utils.py	1	4	3
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pyro/poutine/enum_messenger.py	pyro/infer/__init__.py	1	4	44
pyro/poutine/enum_messenger.py	pyro/infer/autoguide/__init__.py	1	4	6
pyro/poutine/enum_messenger.py	pyro/infer/autoguide/guides.py	1	4	18
pyro/poutine/enum_messenger.py	pyro/infer/autoguide/utils.py	1	4	2
pyro/poutine/enum_messenger.py	pyro/infer/elbo.py	1	4	27
pyro/poutine/enum_messenger.py	pyro/infer/energy_distance.py	1	4	3
pyro/poutine/enum_messenger.py	pyro/infer/mcmc/__init__.py	1	4	7
pyro/poutine/enum_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	1	4	5
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pyro/poutine/enum_messenger.py	pyro/infer/reparam/__init__.py	1	4	10
pyro/poutine/enum_messenger.py	pyro/infer/reparam/loc_scale.py	1	4	3
pyro/poutine/enum_messenger.py	pyro/infer/reparam/neutra.py	1	4	5
pyro/poutine/enum_messenger.py	pyro/infer/reparam/reparam.py	1	4	3
pyro/poutine/enum_messenger.py	pyro/infer/reparam/stable.py	1	4	8
pyro/poutine/enum_messenger.py	pyro/infer/reparam/transform.py	1	4	2
pyro/poutine/enum_messenger.py	pyro/infer/smcfilter.py	1	4	5
pyro/poutine/enum_messenger.py	pyro/infer/trace_elbo.py	1	4	59
pyro/poutine/enum_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	1	4	5
pyro/poutine/enum_messenger.py	pyro/infer/tracegraph_elbo.py	1	4	70
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pyro/poutine/enum_messenger.py	pyro/ops/einsum/__init__.py	1	4	13
pyro/poutine/enum_messenger.py	pyro/ops/einsum/adjoint.py	1	4	7
pyro/poutine/enum_messenger.py	pyro/ops/einsum/torch_log.py	1	4	11
pyro/poutine/enum_messenger.py	pyro/ops/einsum/torch_map.py	1	4	5
pyro/poutine/enum_messenger.py	pyro/ops/einsum/torch_marginal.py	1	4	5
pyro/poutine/enum_messenger.py	pyro/ops/einsum/torch_sample.py	1	4	5
pyro/poutine/enum_messenger.py	pyro/ops/gamma_gaussian.py	1	4	5
pyro/poutine/enum_messenger.py	pyro/ops/gaussian.py	1	4	12
pyro/poutine/enum_messenger.py	pyro/ops/hessian.py	1	4	2
pyro/poutine/enum_messenger.py	pyro/ops/integrator.py	1	4	16
pyro/poutine/enum_messenger.py	pyro/ops/linalg.py	1	4	5
pyro/poutine/enum_messenger.py	pyro/ops/newton.py	1	4	9
pyro/poutine/enum_messenger.py	pyro/ops/packed.py	1	4	10
pyro/poutine/enum_messenger.py	pyro/ops/ssm_gp.py	1	4	6
pyro/poutine/enum_messenger.py	pyro/ops/stats.py	1	4	17
pyro/poutine/enum_messenger.py	pyro/ops/tensor_utils.py	1	4	15
pyro/poutine/enum_messenger.py	pyro/optim/__init__.py	1	4	17
pyro/poutine/enum_messenger.py	pyro/optim/pytorch_optimizers.py	1	4	5
pyro/poutine/enum_messenger.py	pyro/params/__init__.py	1	4	12
pyro/poutine/enum_messenger.py	pyro/poutine/__init__.py	1	4	64
pyro/poutine/escape_messenger.py	examples/air/viz.py	1	6	6
pyro/poutine/escape_messenger.py	examples/contrib/cevae/synthetic.py	1	6	8
pyro/poutine/escape_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	6	9
pyro/poutine/escape_messenger.py	examples/contrib/timeseries/gp_models.py	1	6	10
pyro/poutine/escape_messenger.py	examples/dmm/util.py	1	6	2
pyro/poutine/escape_messenger.py	examples/rsa/generics.py	1	6	19
pyro/poutine/escape_messenger.py	examples/rsa/hyperbole.py	1	6	19
pyro/poutine/escape_messenger.py	examples/smcfilter.py	1	6	3
pyro/poutine/escape_messenger.py	examples/sparse_regression.py	1	6	18
pyro/poutine/escape_messenger.py	examples/vae/utils/vae_plots.py	1	6	4
pyro/poutine/escape_messenger.py	profiler/hmm.py	1	6	3
pyro/poutine/escape_messenger.py	pyro/contrib/autoguide.py	1	6	3
pyro/poutine/escape_messenger.py	pyro/contrib/cevae/__init__.py	1	6	3
pyro/poutine/escape_messenger.py	pyro/contrib/examples/bart.py	1	6	6
pyro/poutine/escape_messenger.py	pyro/contrib/examples/multi_mnist.py	1	6	3
pyro/poutine/escape_messenger.py	pyro/contrib/oed/__init__.py	1	6	6
pyro/poutine/escape_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	6	2
pyro/poutine/escape_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	6	2
pyro/poutine/escape_messenger.py	pyro/contrib/timeseries/__init__.py	1	6	9
pyro/poutine/escape_messenger.py	pyro/contrib/timeseries/base.py	1	6	5
pyro/poutine/escape_messenger.py	pyro/contrib/timeseries/gp.py	1	6	12
pyro/poutine/escape_messenger.py	pyro/contrib/timeseries/lgssm.py	1	6	8
pyro/poutine/escape_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	6	7
pyro/poutine/escape_messenger.py	pyro/distributions/constraints.py	1	6	4
pyro/poutine/escape_messenger.py	pyro/distributions/folded.py	1	6	2
pyro/poutine/escape_messenger.py	pyro/distributions/kl.py	1	6	3
pyro/poutine/escape_messenger.py	pyro/distributions/stable.py	1	6	9
pyro/poutine/escape_messenger.py	pyro/distributions/testing/__init__.py	1	6	2
pyro/poutine/escape_messenger.py	pyro/distributions/transforms/__init__.py	1	6	30
pyro/poutine/escape_messenger.py	pyro/distributions/transforms/cholesky.py	1	6	4
pyro/poutine/escape_messenger.py	pyro/infer/autoguide/__init__.py	1	6	6
pyro/poutine/escape_messenger.py	pyro/infer/autoguide/guides.py	1	6	18
pyro/poutine/escape_messenger.py	pyro/infer/autoguide/utils.py	1	6	2
pyro/poutine/escape_messenger.py	pyro/infer/energy_distance.py	1	6	3
pyro/poutine/escape_messenger.py	pyro/infer/mcmc/__init__.py	1	6	7
pyro/poutine/escape_messenger.py	pyro/infer/predictive.py	1	6	6
pyro/poutine/escape_messenger.py	pyro/infer/reparam/__init__.py	1	6	10
pyro/poutine/escape_messenger.py	pyro/infer/reparam/loc_scale.py	1	6	3
pyro/poutine/escape_messenger.py	pyro/infer/reparam/neutra.py	1	6	5
pyro/poutine/escape_messenger.py	pyro/infer/reparam/reparam.py	1	6	3
pyro/poutine/escape_messenger.py	pyro/infer/reparam/stable.py	1	6	8
pyro/poutine/escape_messenger.py	pyro/infer/reparam/transform.py	1	6	2
pyro/poutine/escape_messenger.py	pyro/infer/smcfilter.py	1	6	5
pyro/poutine/escape_messenger.py	pyro/infer/tracetmc_elbo.py	1	6	5
pyro/poutine/escape_messenger.py	pyro/nn/module.py	1	6	20
pyro/poutine/escape_messenger.py	pyro/ops/gamma_gaussian.py	1	6	5
pyro/poutine/escape_messenger.py	pyro/ops/gaussian.py	1	6	12
pyro/poutine/escape_messenger.py	pyro/ops/hessian.py	1	6	2
pyro/poutine/escape_messenger.py	pyro/ops/ssm_gp.py	1	6	6
pyro/poutine/escape_messenger.py	pyro/ops/tensor_utils.py	1	6	15
pyro/poutine/escape_messenger.py	pyro/optim/pytorch_optimizers.py	1	6	5
pyro/poutine/handlers.py	pyro/contrib/funsor/__init__.py	1	30	3
pyro/poutine/handlers.py	pyro/contrib/funsor/handlers/__init__.py	1	30	3
pyro/poutine/handlers.py	pyro/contrib/funsor/handlers/named_messenger.py	1	30	2
pyro/poutine/handlers.py	pyro/contrib/funsor/handlers/primitives.py	1	30	1
pyro/poutine/handlers.py	pyro/contrib/funsor/handlers/runtime.py	1	30	1
pyro/poutine/handlers.py	pyro/contrib/funsor/infer/__init__.py	1	30	4
pyro/poutine/handlers.py	examples/air/modules.py	1	30	6
pyro/poutine/handlers.py	examples/air/viz.py	1	30	6
pyro/poutine/handlers.py	examples/contrib/cevae/synthetic.py	1	30	8
pyro/poutine/handlers.py	examples/contrib/oed/gp_bayes_opt.py	1	30	9
pyro/poutine/handlers.py	examples/contrib/timeseries/gp_models.py	1	30	10
pyro/poutine/handlers.py	examples/dmm/util.py	1	30	2
pyro/poutine/handlers.py	examples/rsa/generics.py	1	30	19
pyro/poutine/handlers.py	examples/rsa/hyperbole.py	1	30	19
pyro/poutine/handlers.py	examples/rsa/semantic_parsing.py	1	30	20
pyro/poutine/handlers.py	examples/smcfilter.py	1	30	3
pyro/poutine/handlers.py	examples/vae/utils/custom_mlp.py	1	30	6
pyro/poutine/handlers.py	examples/vae/utils/vae_plots.py	1	30	4
pyro/poutine/handlers.py	profiler/hmm.py	1	30	3
pyro/poutine/handlers.py	pyro/contrib/autoguide.py	1	30	3
pyro/poutine/handlers.py	pyro/contrib/cevae/__init__.py	1	30	3
pyro/poutine/handlers.py	pyro/contrib/conjugate/infer.py	1	30	4
pyro/poutine/handlers.py	pyro/contrib/examples/bart.py	1	30	6
pyro/poutine/handlers.py	pyro/contrib/examples/multi_mnist.py	1	30	3
pyro/poutine/handlers.py	pyro/contrib/oed/__init__.py	1	30	6
pyro/poutine/handlers.py	pyro/contrib/oed/glmm/__init__.py	1	30	2
pyro/poutine/handlers.py	pyro/contrib/oed/glmm/glmm.py	1	30	2
pyro/poutine/handlers.py	pyro/contrib/oed/glmm/guides.py	1	30	3
pyro/poutine/handlers.py	pyro/contrib/timeseries/__init__.py	1	30	9
pyro/poutine/handlers.py	pyro/contrib/timeseries/base.py	1	30	5
pyro/poutine/handlers.py	pyro/contrib/timeseries/gp.py	1	30	12
pyro/poutine/handlers.py	pyro/contrib/timeseries/lgssm.py	1	30	8
pyro/poutine/handlers.py	pyro/contrib/timeseries/lgssmgp.py	1	30	7
pyro/poutine/handlers.py	pyro/contrib/tracking/extended_kalman_filter.py	1	30	8
pyro/poutine/handlers.py	pyro/distributions/conditional.py	1	30	5
pyro/poutine/handlers.py	pyro/distributions/constraints.py	1	30	4
pyro/poutine/handlers.py	pyro/distributions/folded.py	1	30	2
pyro/poutine/handlers.py	pyro/distributions/kl.py	1	30	3
pyro/poutine/handlers.py	pyro/distributions/multivariate_studentt.py	1	30	5
pyro/poutine/handlers.py	pyro/distributions/testing/__init__.py	1	30	2
pyro/poutine/handlers.py	pyro/distributions/transforms/__init__.py	1	30	30
pyro/poutine/handlers.py	pyro/distributions/transforms/affine_autoregressive.py	1	30	11
pyro/poutine/handlers.py	pyro/distributions/transforms/batchnorm.py	1	30	7
pyro/poutine/handlers.py	pyro/distributions/transforms/cholesky.py	1	30	4
pyro/poutine/handlers.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	30	5
pyro/poutine/handlers.py	pyro/distributions/transforms/neural_autoregressive.py	1	30	10
pyro/poutine/handlers.py	pyro/distributions/unit.py	1	30	3
pyro/poutine/handlers.py	pyro/distributions/zero_inflated.py	1	30	8
pyro/poutine/handlers.py	pyro/infer/autoguide/__init__.py	1	30	6
pyro/poutine/handlers.py	pyro/infer/autoguide/guides.py	1	30	18
pyro/poutine/handlers.py	pyro/infer/autoguide/initialization.py	1	30	7
pyro/poutine/handlers.py	pyro/infer/autoguide/utils.py	1	30	2
pyro/poutine/handlers.py	pyro/infer/energy_distance.py	1	30	3
pyro/poutine/handlers.py	pyro/infer/mcmc/__init__.py	1	30	7
pyro/poutine/handlers.py	pyro/infer/mcmc/adaptation.py	1	30	11
pyro/poutine/handlers.py	pyro/infer/mcmc/logger.py	1	30	12
pyro/poutine/handlers.py	pyro/infer/predictive.py	1	30	6
pyro/poutine/handlers.py	pyro/infer/reparam/__init__.py	1	30	10
pyro/poutine/handlers.py	pyro/infer/reparam/loc_scale.py	1	30	3
pyro/poutine/handlers.py	pyro/infer/reparam/neutra.py	1	30	5
pyro/poutine/handlers.py	pyro/infer/reparam/reparam.py	1	30	3
pyro/poutine/handlers.py	pyro/infer/reparam/stable.py	1	30	8
pyro/poutine/handlers.py	pyro/infer/reparam/transform.py	1	30	2
pyro/poutine/handlers.py	pyro/infer/rws.py	1	30	4
pyro/poutine/handlers.py	pyro/infer/smcfilter.py	1	30	5
pyro/poutine/handlers.py	pyro/infer/svgd.py	1	30	7
pyro/poutine/handlers.py	pyro/nn/module.py	1	30	20
pyro/poutine/handlers.py	pyro/ops/gamma_gaussian.py	1	30	5
pyro/poutine/handlers.py	pyro/ops/gaussian.py	1	30	12
pyro/poutine/handlers.py	pyro/ops/hessian.py	1	30	2
pyro/poutine/handlers.py	pyro/ops/ssm_gp.py	1	30	6
pyro/poutine/handlers.py	pyro/ops/tensor_utils.py	1	30	15
pyro/poutine/handlers.py	pyro/ops/welford.py	1	30	6
pyro/poutine/indep_messenger.py	examples/air/viz.py	1	11	6
pyro/poutine/indep_messenger.py	examples/contrib/cevae/synthetic.py	1	11	8
pyro/poutine/indep_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	11	9
pyro/poutine/indep_messenger.py	examples/contrib/timeseries/gp_models.py	1	11	10
pyro/poutine/indep_messenger.py	examples/dmm/polyphonic_data_loader.py	1	11	16
pyro/poutine/indep_messenger.py	examples/dmm/util.py	1	11	2
pyro/poutine/indep_messenger.py	examples/rsa/generics.py	1	11	19
pyro/poutine/indep_messenger.py	examples/rsa/hyperbole.py	1	11	19
pyro/poutine/indep_messenger.py	examples/smcfilter.py	1	11	3
pyro/poutine/indep_messenger.py	examples/sparse_regression.py	1	11	18
pyro/poutine/indep_messenger.py	examples/vae/utils/vae_plots.py	1	11	4
pyro/poutine/indep_messenger.py	profiler/hmm.py	1	11	3
pyro/poutine/indep_messenger.py	pyro/contrib/autoguide.py	1	11	3
pyro/poutine/indep_messenger.py	pyro/contrib/cevae/__init__.py	1	11	3
pyro/poutine/indep_messenger.py	pyro/contrib/examples/bart.py	1	11	6
pyro/poutine/indep_messenger.py	pyro/contrib/examples/multi_mnist.py	1	11	3
pyro/poutine/indep_messenger.py	pyro/contrib/oed/__init__.py	1	11	6
pyro/poutine/indep_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	11	2
pyro/poutine/indep_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	11	2
pyro/poutine/indep_messenger.py	pyro/contrib/timeseries/__init__.py	1	11	9
pyro/poutine/indep_messenger.py	pyro/contrib/timeseries/base.py	1	11	5
pyro/poutine/indep_messenger.py	pyro/contrib/timeseries/gp.py	1	11	12
pyro/poutine/indep_messenger.py	pyro/contrib/timeseries/lgssm.py	1	11	8
pyro/poutine/indep_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	11	7
pyro/poutine/indep_messenger.py	pyro/distributions/constraints.py	1	11	4
pyro/poutine/indep_messenger.py	pyro/distributions/folded.py	1	11	2
pyro/poutine/indep_messenger.py	pyro/distributions/kl.py	1	11	3
pyro/poutine/indep_messenger.py	pyro/distributions/stable.py	1	11	9
pyro/poutine/indep_messenger.py	pyro/distributions/testing/__init__.py	1	11	2
pyro/poutine/indep_messenger.py	pyro/distributions/transforms/__init__.py	1	11	30
pyro/poutine/indep_messenger.py	pyro/distributions/transforms/cholesky.py	1	11	4
pyro/poutine/indep_messenger.py	pyro/infer/autoguide/__init__.py	1	11	6
pyro/poutine/indep_messenger.py	pyro/infer/autoguide/guides.py	1	11	18
pyro/poutine/indep_messenger.py	pyro/infer/autoguide/utils.py	1	11	2
pyro/poutine/indep_messenger.py	pyro/infer/energy_distance.py	1	11	3
pyro/poutine/indep_messenger.py	pyro/infer/mcmc/__init__.py	1	11	7
pyro/poutine/indep_messenger.py	pyro/infer/predictive.py	1	11	6
pyro/poutine/indep_messenger.py	pyro/infer/reparam/__init__.py	1	11	10
pyro/poutine/indep_messenger.py	pyro/infer/reparam/loc_scale.py	1	11	3
pyro/poutine/indep_messenger.py	pyro/infer/reparam/neutra.py	1	11	5
pyro/poutine/indep_messenger.py	pyro/infer/reparam/reparam.py	1	11	3
pyro/poutine/indep_messenger.py	pyro/infer/reparam/stable.py	1	11	8
pyro/poutine/indep_messenger.py	pyro/infer/reparam/transform.py	1	11	2
pyro/poutine/indep_messenger.py	pyro/infer/smcfilter.py	1	11	5
pyro/poutine/indep_messenger.py	pyro/infer/tracetmc_elbo.py	1	11	5
pyro/poutine/indep_messenger.py	pyro/nn/module.py	1	11	20
pyro/poutine/indep_messenger.py	pyro/ops/gamma_gaussian.py	1	11	5
pyro/poutine/indep_messenger.py	pyro/ops/gaussian.py	1	11	12
pyro/poutine/indep_messenger.py	pyro/ops/hessian.py	1	11	2
pyro/poutine/indep_messenger.py	pyro/ops/ssm_gp.py	1	11	6
pyro/poutine/indep_messenger.py	pyro/ops/tensor_utils.py	1	11	15
pyro/poutine/indep_messenger.py	pyro/optim/pytorch_optimizers.py	1	11	5
pyro/poutine/infer_config_messenger.py	examples/air/viz.py	1	5	6
pyro/poutine/infer_config_messenger.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/poutine/infer_config_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	5	9
pyro/poutine/infer_config_messenger.py	examples/contrib/timeseries/gp_models.py	1	5	10
pyro/poutine/infer_config_messenger.py	examples/dmm/polyphonic_data_loader.py	1	5	16
pyro/poutine/infer_config_messenger.py	examples/dmm/util.py	1	5	2
pyro/poutine/infer_config_messenger.py	examples/rsa/generics.py	1	5	19
pyro/poutine/infer_config_messenger.py	examples/rsa/hyperbole.py	1	5	19
pyro/poutine/infer_config_messenger.py	examples/smcfilter.py	1	5	3
pyro/poutine/infer_config_messenger.py	examples/sparse_regression.py	1	5	18
pyro/poutine/infer_config_messenger.py	examples/vae/utils/vae_plots.py	1	5	4
pyro/poutine/infer_config_messenger.py	profiler/hmm.py	1	5	3
pyro/poutine/infer_config_messenger.py	pyro/contrib/autoguide.py	1	5	3
pyro/poutine/infer_config_messenger.py	pyro/contrib/cevae/__init__.py	1	5	3
pyro/poutine/infer_config_messenger.py	pyro/contrib/examples/bart.py	1	5	6
pyro/poutine/infer_config_messenger.py	pyro/contrib/examples/multi_mnist.py	1	5	3
pyro/poutine/infer_config_messenger.py	pyro/contrib/oed/__init__.py	1	5	6
pyro/poutine/infer_config_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	5	2
pyro/poutine/infer_config_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	5	2
pyro/poutine/infer_config_messenger.py	pyro/contrib/timeseries/__init__.py	1	5	9
pyro/poutine/infer_config_messenger.py	pyro/contrib/timeseries/base.py	1	5	5
pyro/poutine/infer_config_messenger.py	pyro/contrib/timeseries/gp.py	1	5	12
pyro/poutine/infer_config_messenger.py	pyro/contrib/timeseries/lgssm.py	1	5	8
pyro/poutine/infer_config_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	5	7
pyro/poutine/infer_config_messenger.py	pyro/distributions/constraints.py	1	5	4
pyro/poutine/infer_config_messenger.py	pyro/distributions/folded.py	1	5	2
pyro/poutine/infer_config_messenger.py	pyro/distributions/kl.py	1	5	3
pyro/poutine/infer_config_messenger.py	pyro/distributions/stable.py	1	5	9
pyro/poutine/infer_config_messenger.py	pyro/distributions/testing/__init__.py	1	5	2
pyro/poutine/infer_config_messenger.py	pyro/distributions/transforms/__init__.py	1	5	30
pyro/poutine/infer_config_messenger.py	pyro/distributions/transforms/cholesky.py	1	5	4
pyro/poutine/infer_config_messenger.py	pyro/infer/autoguide/__init__.py	1	5	6
pyro/poutine/infer_config_messenger.py	pyro/infer/autoguide/guides.py	1	5	18
pyro/poutine/infer_config_messenger.py	pyro/infer/autoguide/utils.py	1	5	2
pyro/poutine/infer_config_messenger.py	pyro/infer/energy_distance.py	1	5	3
pyro/poutine/infer_config_messenger.py	pyro/infer/mcmc/__init__.py	1	5	7
pyro/poutine/infer_config_messenger.py	pyro/infer/predictive.py	1	5	6
pyro/poutine/infer_config_messenger.py	pyro/infer/reparam/__init__.py	1	5	10
pyro/poutine/infer_config_messenger.py	pyro/infer/reparam/loc_scale.py	1	5	3
pyro/poutine/infer_config_messenger.py	pyro/infer/reparam/neutra.py	1	5	5
pyro/poutine/infer_config_messenger.py	pyro/infer/reparam/reparam.py	1	5	3
pyro/poutine/infer_config_messenger.py	pyro/infer/reparam/stable.py	1	5	8
pyro/poutine/infer_config_messenger.py	pyro/infer/reparam/transform.py	1	5	2
pyro/poutine/infer_config_messenger.py	pyro/infer/smcfilter.py	1	5	5
pyro/poutine/infer_config_messenger.py	pyro/nn/module.py	1	5	20
pyro/poutine/infer_config_messenger.py	pyro/ops/gamma_gaussian.py	1	5	5
pyro/poutine/infer_config_messenger.py	pyro/ops/gaussian.py	1	5	12
pyro/poutine/infer_config_messenger.py	pyro/ops/hessian.py	1	5	2
pyro/poutine/infer_config_messenger.py	pyro/ops/ssm_gp.py	1	5	6
pyro/poutine/infer_config_messenger.py	pyro/ops/tensor_utils.py	1	5	15
pyro/poutine/infer_config_messenger.py	pyro/optim/pytorch_optimizers.py	1	5	5
pyro/poutine/lift_messenger.py	examples/air/viz.py	1	9	6
pyro/poutine/lift_messenger.py	examples/contrib/cevae/synthetic.py	1	9	8
pyro/poutine/lift_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	9	9
pyro/poutine/lift_messenger.py	examples/contrib/timeseries/gp_models.py	1	9	10
pyro/poutine/lift_messenger.py	examples/dmm/polyphonic_data_loader.py	1	9	16
pyro/poutine/lift_messenger.py	examples/dmm/util.py	1	9	2
pyro/poutine/lift_messenger.py	examples/rsa/generics.py	1	9	19
pyro/poutine/lift_messenger.py	examples/rsa/hyperbole.py	1	9	19
pyro/poutine/lift_messenger.py	examples/smcfilter.py	1	9	3
pyro/poutine/lift_messenger.py	examples/sparse_regression.py	1	9	18
pyro/poutine/lift_messenger.py	examples/vae/utils/vae_plots.py	1	9	4
pyro/poutine/lift_messenger.py	profiler/hmm.py	1	9	3
pyro/poutine/lift_messenger.py	pyro/contrib/autoguide.py	1	9	3
pyro/poutine/lift_messenger.py	pyro/contrib/cevae/__init__.py	1	9	3
pyro/poutine/lift_messenger.py	pyro/contrib/examples/bart.py	1	9	6
pyro/poutine/lift_messenger.py	pyro/contrib/examples/multi_mnist.py	1	9	3
pyro/poutine/lift_messenger.py	pyro/contrib/oed/__init__.py	1	9	6
pyro/poutine/lift_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	9	2
pyro/poutine/lift_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	9	2
pyro/poutine/lift_messenger.py	pyro/contrib/timeseries/__init__.py	1	9	9
pyro/poutine/lift_messenger.py	pyro/contrib/timeseries/base.py	1	9	5
pyro/poutine/lift_messenger.py	pyro/contrib/timeseries/gp.py	1	9	12
pyro/poutine/lift_messenger.py	pyro/contrib/timeseries/lgssm.py	1	9	8
pyro/poutine/lift_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	9	7
pyro/poutine/lift_messenger.py	pyro/distributions/constraints.py	1	9	4
pyro/poutine/lift_messenger.py	pyro/distributions/folded.py	1	9	2
pyro/poutine/lift_messenger.py	pyro/distributions/kl.py	1	9	3
pyro/poutine/lift_messenger.py	pyro/distributions/stable.py	1	9	9
pyro/poutine/lift_messenger.py	pyro/distributions/testing/__init__.py	1	9	2
pyro/poutine/lift_messenger.py	pyro/distributions/transforms/__init__.py	1	9	30
pyro/poutine/lift_messenger.py	pyro/distributions/transforms/cholesky.py	1	9	4
pyro/poutine/lift_messenger.py	pyro/infer/autoguide/__init__.py	1	9	6
pyro/poutine/lift_messenger.py	pyro/infer/autoguide/guides.py	1	9	18
pyro/poutine/lift_messenger.py	pyro/infer/autoguide/utils.py	1	9	2
pyro/poutine/lift_messenger.py	pyro/infer/energy_distance.py	1	9	3
pyro/poutine/lift_messenger.py	pyro/infer/mcmc/__init__.py	1	9	7
pyro/poutine/lift_messenger.py	pyro/infer/predictive.py	1	9	6
pyro/poutine/lift_messenger.py	pyro/infer/reparam/__init__.py	1	9	10
pyro/poutine/lift_messenger.py	pyro/infer/reparam/loc_scale.py	1	9	3
pyro/poutine/lift_messenger.py	pyro/infer/reparam/neutra.py	1	9	5
pyro/poutine/lift_messenger.py	pyro/infer/reparam/reparam.py	1	9	3
pyro/poutine/lift_messenger.py	pyro/infer/reparam/stable.py	1	9	8
pyro/poutine/lift_messenger.py	pyro/infer/reparam/transform.py	1	9	2
pyro/poutine/lift_messenger.py	pyro/infer/smcfilter.py	1	9	5
pyro/poutine/lift_messenger.py	pyro/ops/gamma_gaussian.py	1	9	5
pyro/poutine/lift_messenger.py	pyro/ops/gaussian.py	1	9	12
pyro/poutine/lift_messenger.py	pyro/ops/hessian.py	1	9	2
pyro/poutine/lift_messenger.py	pyro/ops/ssm_gp.py	1	9	6
pyro/poutine/lift_messenger.py	pyro/ops/tensor_utils.py	1	9	15
pyro/poutine/lift_messenger.py	pyro/optim/pytorch_optimizers.py	1	9	5
pyro/poutine/markov_messenger.py	examples/air/viz.py	1	7	6
pyro/poutine/markov_messenger.py	examples/contrib/cevae/synthetic.py	1	7	8
pyro/poutine/markov_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	7	9
pyro/poutine/markov_messenger.py	examples/contrib/timeseries/gp_models.py	1	7	10
pyro/poutine/markov_messenger.py	examples/dmm/polyphonic_data_loader.py	1	7	16
pyro/poutine/markov_messenger.py	examples/dmm/util.py	1	7	2
pyro/poutine/markov_messenger.py	examples/rsa/generics.py	1	7	19
pyro/poutine/markov_messenger.py	examples/rsa/hyperbole.py	1	7	19
pyro/poutine/markov_messenger.py	examples/smcfilter.py	1	7	3
pyro/poutine/markov_messenger.py	examples/sparse_regression.py	1	7	18
pyro/poutine/markov_messenger.py	examples/vae/utils/vae_plots.py	1	7	4
pyro/poutine/markov_messenger.py	profiler/hmm.py	1	7	3
pyro/poutine/markov_messenger.py	pyro/contrib/autoguide.py	1	7	3
pyro/poutine/markov_messenger.py	pyro/contrib/cevae/__init__.py	1	7	3
pyro/poutine/markov_messenger.py	pyro/contrib/examples/bart.py	1	7	6
pyro/poutine/markov_messenger.py	pyro/contrib/examples/multi_mnist.py	1	7	3
pyro/poutine/markov_messenger.py	pyro/contrib/oed/__init__.py	1	7	6
pyro/poutine/markov_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	7	2
pyro/poutine/markov_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	7	2
pyro/poutine/markov_messenger.py	pyro/contrib/timeseries/__init__.py	1	7	9
pyro/poutine/markov_messenger.py	pyro/contrib/timeseries/base.py	1	7	5
pyro/poutine/markov_messenger.py	pyro/contrib/timeseries/gp.py	1	7	12
pyro/poutine/markov_messenger.py	pyro/contrib/timeseries/lgssm.py	1	7	8
pyro/poutine/markov_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	7	7
pyro/poutine/markov_messenger.py	pyro/distributions/constraints.py	1	7	4
pyro/poutine/markov_messenger.py	pyro/distributions/folded.py	1	7	2
pyro/poutine/markov_messenger.py	pyro/distributions/kl.py	1	7	3
pyro/poutine/markov_messenger.py	pyro/distributions/stable.py	1	7	9
pyro/poutine/markov_messenger.py	pyro/distributions/testing/__init__.py	1	7	2
pyro/poutine/markov_messenger.py	pyro/distributions/transforms/__init__.py	1	7	30
pyro/poutine/markov_messenger.py	pyro/distributions/transforms/cholesky.py	1	7	4
pyro/poutine/markov_messenger.py	pyro/infer/autoguide/__init__.py	1	7	6
pyro/poutine/markov_messenger.py	pyro/infer/autoguide/guides.py	1	7	18
pyro/poutine/markov_messenger.py	pyro/infer/autoguide/utils.py	1	7	2
pyro/poutine/markov_messenger.py	pyro/infer/energy_distance.py	1	7	3
pyro/poutine/markov_messenger.py	pyro/infer/mcmc/__init__.py	1	7	7
pyro/poutine/markov_messenger.py	pyro/infer/predictive.py	1	7	6
pyro/poutine/markov_messenger.py	pyro/infer/reparam/__init__.py	1	7	10
pyro/poutine/markov_messenger.py	pyro/infer/reparam/loc_scale.py	1	7	3
pyro/poutine/markov_messenger.py	pyro/infer/reparam/neutra.py	1	7	5
pyro/poutine/markov_messenger.py	pyro/infer/reparam/reparam.py	1	7	3
pyro/poutine/markov_messenger.py	pyro/infer/reparam/stable.py	1	7	8
pyro/poutine/markov_messenger.py	pyro/infer/reparam/transform.py	1	7	2
pyro/poutine/markov_messenger.py	pyro/infer/smcfilter.py	1	7	5
pyro/poutine/markov_messenger.py	pyro/nn/module.py	1	7	20
pyro/poutine/markov_messenger.py	pyro/ops/gamma_gaussian.py	1	7	5
pyro/poutine/markov_messenger.py	pyro/ops/gaussian.py	1	7	12
pyro/poutine/markov_messenger.py	pyro/ops/hessian.py	1	7	2
pyro/poutine/markov_messenger.py	pyro/ops/ssm_gp.py	1	7	6
pyro/poutine/markov_messenger.py	pyro/ops/tensor_utils.py	1	7	15
pyro/poutine/markov_messenger.py	pyro/optim/pytorch_optimizers.py	1	7	5
pyro/poutine/mask_messenger.py	examples/air/viz.py	1	7	6
pyro/poutine/mask_messenger.py	examples/contrib/cevae/synthetic.py	1	7	8
pyro/poutine/mask_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	7	9
pyro/poutine/mask_messenger.py	examples/contrib/timeseries/gp_models.py	1	7	10
pyro/poutine/mask_messenger.py	examples/dmm/polyphonic_data_loader.py	1	7	16
pyro/poutine/mask_messenger.py	examples/dmm/util.py	1	7	2
pyro/poutine/mask_messenger.py	examples/rsa/generics.py	1	7	19
pyro/poutine/mask_messenger.py	examples/rsa/hyperbole.py	1	7	19
pyro/poutine/mask_messenger.py	examples/smcfilter.py	1	7	3
pyro/poutine/mask_messenger.py	examples/vae/utils/vae_plots.py	1	7	4
pyro/poutine/mask_messenger.py	profiler/hmm.py	1	7	3
pyro/poutine/mask_messenger.py	pyro/contrib/autoguide.py	1	7	3
pyro/poutine/mask_messenger.py	pyro/contrib/cevae/__init__.py	1	7	3
pyro/poutine/mask_messenger.py	pyro/contrib/examples/bart.py	1	7	6
pyro/poutine/mask_messenger.py	pyro/contrib/examples/multi_mnist.py	1	7	3
pyro/poutine/mask_messenger.py	pyro/contrib/oed/__init__.py	1	7	6
pyro/poutine/mask_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	7	2
pyro/poutine/mask_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	7	2
pyro/poutine/mask_messenger.py	pyro/contrib/timeseries/__init__.py	1	7	9
pyro/poutine/mask_messenger.py	pyro/contrib/timeseries/base.py	1	7	5
pyro/poutine/mask_messenger.py	pyro/contrib/timeseries/gp.py	1	7	12
pyro/poutine/mask_messenger.py	pyro/contrib/timeseries/lgssm.py	1	7	8
pyro/poutine/mask_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	7	7
pyro/poutine/mask_messenger.py	pyro/distributions/constraints.py	1	7	4
pyro/poutine/mask_messenger.py	pyro/distributions/folded.py	1	7	2
pyro/poutine/mask_messenger.py	pyro/distributions/kl.py	1	7	3
pyro/poutine/mask_messenger.py	pyro/distributions/stable.py	1	7	9
pyro/poutine/mask_messenger.py	pyro/distributions/testing/__init__.py	1	7	2
pyro/poutine/mask_messenger.py	pyro/distributions/transforms/__init__.py	1	7	30
pyro/poutine/mask_messenger.py	pyro/distributions/transforms/cholesky.py	1	7	4
pyro/poutine/mask_messenger.py	pyro/infer/autoguide/__init__.py	1	7	6
pyro/poutine/mask_messenger.py	pyro/infer/autoguide/guides.py	1	7	18
pyro/poutine/mask_messenger.py	pyro/infer/autoguide/utils.py	1	7	2
pyro/poutine/mask_messenger.py	pyro/infer/energy_distance.py	1	7	3
pyro/poutine/mask_messenger.py	pyro/infer/mcmc/__init__.py	1	7	7
pyro/poutine/mask_messenger.py	pyro/infer/predictive.py	1	7	6
pyro/poutine/mask_messenger.py	pyro/infer/reparam/__init__.py	1	7	10
pyro/poutine/mask_messenger.py	pyro/infer/reparam/loc_scale.py	1	7	3
pyro/poutine/mask_messenger.py	pyro/infer/reparam/neutra.py	1	7	5
pyro/poutine/mask_messenger.py	pyro/infer/reparam/reparam.py	1	7	3
pyro/poutine/mask_messenger.py	pyro/infer/reparam/stable.py	1	7	8
pyro/poutine/mask_messenger.py	pyro/infer/reparam/transform.py	1	7	2
pyro/poutine/mask_messenger.py	pyro/infer/smcfilter.py	1	7	5
pyro/poutine/mask_messenger.py	pyro/nn/module.py	1	7	20
pyro/poutine/mask_messenger.py	pyro/ops/gamma_gaussian.py	1	7	5
pyro/poutine/mask_messenger.py	pyro/ops/gaussian.py	1	7	12
pyro/poutine/mask_messenger.py	pyro/ops/hessian.py	1	7	2
pyro/poutine/mask_messenger.py	pyro/ops/ssm_gp.py	1	7	6
pyro/poutine/mask_messenger.py	pyro/ops/tensor_utils.py	1	7	15
pyro/poutine/mask_messenger.py	pyro/optim/pytorch_optimizers.py	1	7	5
pyro/poutine/messenger.py	pyro/contrib/funsor/__init__.py	1	14	3
pyro/poutine/messenger.py	pyro/contrib/funsor/handlers/__init__.py	1	14	3
pyro/poutine/messenger.py	pyro/contrib/funsor/handlers/named_messenger.py	1	14	2
pyro/poutine/messenger.py	pyro/contrib/funsor/handlers/primitives.py	1	14	1
pyro/poutine/messenger.py	pyro/contrib/funsor/handlers/runtime.py	1	14	1
pyro/poutine/messenger.py	pyro/contrib/funsor/infer/__init__.py	1	14	4
pyro/poutine/messenger.py	examples/air/viz.py	1	14	6
pyro/poutine/messenger.py	examples/contrib/cevae/synthetic.py	1	14	8
pyro/poutine/messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	14	9
pyro/poutine/messenger.py	examples/contrib/timeseries/gp_models.py	1	14	10
pyro/poutine/messenger.py	examples/dmm/util.py	1	14	2
pyro/poutine/messenger.py	examples/rsa/generics.py	1	14	19
pyro/poutine/messenger.py	examples/rsa/hyperbole.py	1	14	19
pyro/poutine/messenger.py	examples/smcfilter.py	1	14	3
pyro/poutine/messenger.py	examples/sparse_regression.py	1	14	18
pyro/poutine/messenger.py	examples/vae/utils/vae_plots.py	1	14	4
pyro/poutine/messenger.py	profiler/hmm.py	1	14	3
pyro/poutine/messenger.py	pyro/contrib/autoguide.py	1	14	3
pyro/poutine/messenger.py	pyro/contrib/cevae/__init__.py	1	14	3
pyro/poutine/messenger.py	pyro/contrib/examples/bart.py	1	14	6
pyro/poutine/messenger.py	pyro/contrib/examples/multi_mnist.py	1	14	3
pyro/poutine/messenger.py	pyro/contrib/oed/__init__.py	1	14	6
pyro/poutine/messenger.py	pyro/contrib/oed/glmm/__init__.py	1	14	2
pyro/poutine/messenger.py	pyro/contrib/oed/glmm/glmm.py	1	14	2
pyro/poutine/messenger.py	pyro/contrib/timeseries/__init__.py	1	14	9
pyro/poutine/messenger.py	pyro/contrib/timeseries/base.py	1	14	5
pyro/poutine/messenger.py	pyro/contrib/timeseries/gp.py	1	14	12
pyro/poutine/messenger.py	pyro/contrib/timeseries/lgssm.py	1	14	8
pyro/poutine/messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	14	7
pyro/poutine/messenger.py	pyro/distributions/constraints.py	1	14	4
pyro/poutine/messenger.py	pyro/distributions/folded.py	1	14	2
pyro/poutine/messenger.py	pyro/distributions/kl.py	1	14	3
pyro/poutine/messenger.py	pyro/distributions/stable.py	1	14	9
pyro/poutine/messenger.py	pyro/distributions/testing/__init__.py	1	14	2
pyro/poutine/messenger.py	pyro/distributions/transforms/__init__.py	1	14	30
pyro/poutine/messenger.py	pyro/distributions/transforms/cholesky.py	1	14	4
pyro/poutine/messenger.py	pyro/infer/autoguide/__init__.py	1	14	6
pyro/poutine/messenger.py	pyro/infer/autoguide/guides.py	1	14	18
pyro/poutine/messenger.py	pyro/infer/autoguide/utils.py	1	14	2
pyro/poutine/messenger.py	pyro/infer/energy_distance.py	1	14	3
pyro/poutine/messenger.py	pyro/infer/mcmc/__init__.py	1	14	7
pyro/poutine/messenger.py	pyro/infer/predictive.py	1	14	6
pyro/poutine/messenger.py	pyro/infer/reparam/__init__.py	1	14	10
pyro/poutine/messenger.py	pyro/infer/reparam/loc_scale.py	1	14	3
pyro/poutine/messenger.py	pyro/infer/reparam/neutra.py	1	14	5
pyro/poutine/messenger.py	pyro/infer/reparam/reparam.py	1	14	3
pyro/poutine/messenger.py	pyro/infer/reparam/stable.py	1	14	8
pyro/poutine/messenger.py	pyro/infer/reparam/transform.py	1	14	2
pyro/poutine/messenger.py	pyro/infer/smcfilter.py	1	14	5
pyro/poutine/messenger.py	pyro/infer/tracetmc_elbo.py	1	14	5
pyro/poutine/messenger.py	pyro/nn/module.py	1	14	20
pyro/poutine/messenger.py	pyro/ops/gamma_gaussian.py	1	14	5
pyro/poutine/messenger.py	pyro/ops/gaussian.py	1	14	12
pyro/poutine/messenger.py	pyro/ops/hessian.py	1	14	2
pyro/poutine/messenger.py	pyro/ops/ssm_gp.py	1	14	6
pyro/poutine/messenger.py	pyro/ops/tensor_utils.py	1	14	15
pyro/poutine/messenger.py	pyro/optim/pytorch_optimizers.py	1	14	5
pyro/poutine/plate_messenger.py	examples/air/viz.py	1	5	6
pyro/poutine/plate_messenger.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/poutine/plate_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	5	9
pyro/poutine/plate_messenger.py	examples/contrib/timeseries/gp_models.py	1	5	10
pyro/poutine/plate_messenger.py	examples/dmm/polyphonic_data_loader.py	1	5	16
pyro/poutine/plate_messenger.py	examples/dmm/util.py	1	5	2
pyro/poutine/plate_messenger.py	examples/rsa/generics.py	1	5	19
pyro/poutine/plate_messenger.py	examples/rsa/hyperbole.py	1	5	19
pyro/poutine/plate_messenger.py	examples/smcfilter.py	1	5	3
pyro/poutine/plate_messenger.py	examples/sparse_regression.py	1	5	18
pyro/poutine/plate_messenger.py	examples/vae/utils/vae_plots.py	1	5	4
pyro/poutine/plate_messenger.py	profiler/hmm.py	1	5	3
pyro/poutine/plate_messenger.py	pyro/contrib/autoguide.py	1	5	3
pyro/poutine/plate_messenger.py	pyro/contrib/cevae/__init__.py	1	5	3
pyro/poutine/plate_messenger.py	pyro/contrib/examples/bart.py	1	5	6
pyro/poutine/plate_messenger.py	pyro/contrib/examples/multi_mnist.py	1	5	3
pyro/poutine/plate_messenger.py	pyro/contrib/oed/__init__.py	1	5	6
pyro/poutine/plate_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	5	2
pyro/poutine/plate_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	5	2
pyro/poutine/plate_messenger.py	pyro/contrib/timeseries/__init__.py	1	5	9
pyro/poutine/plate_messenger.py	pyro/contrib/timeseries/base.py	1	5	5
pyro/poutine/plate_messenger.py	pyro/contrib/timeseries/gp.py	1	5	12
pyro/poutine/plate_messenger.py	pyro/contrib/timeseries/lgssm.py	1	5	8
pyro/poutine/plate_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	5	7
pyro/poutine/plate_messenger.py	pyro/distributions/constraints.py	1	5	4
pyro/poutine/plate_messenger.py	pyro/distributions/folded.py	1	5	2
pyro/poutine/plate_messenger.py	pyro/distributions/kl.py	1	5	3
pyro/poutine/plate_messenger.py	pyro/distributions/stable.py	1	5	9
pyro/poutine/plate_messenger.py	pyro/distributions/testing/__init__.py	1	5	2
pyro/poutine/plate_messenger.py	pyro/distributions/transforms/__init__.py	1	5	30
pyro/poutine/plate_messenger.py	pyro/distributions/transforms/cholesky.py	1	5	4
pyro/poutine/plate_messenger.py	pyro/infer/autoguide/__init__.py	1	5	6
pyro/poutine/plate_messenger.py	pyro/infer/autoguide/guides.py	1	5	18
pyro/poutine/plate_messenger.py	pyro/infer/autoguide/utils.py	1	5	2
pyro/poutine/plate_messenger.py	pyro/infer/energy_distance.py	1	5	3
pyro/poutine/plate_messenger.py	pyro/infer/mcmc/__init__.py	1	5	7
pyro/poutine/plate_messenger.py	pyro/infer/predictive.py	1	5	6
pyro/poutine/plate_messenger.py	pyro/infer/reparam/__init__.py	1	5	10
pyro/poutine/plate_messenger.py	pyro/infer/reparam/loc_scale.py	1	5	3
pyro/poutine/plate_messenger.py	pyro/infer/reparam/neutra.py	1	5	5
pyro/poutine/plate_messenger.py	pyro/infer/reparam/reparam.py	1	5	3
pyro/poutine/plate_messenger.py	pyro/infer/reparam/stable.py	1	5	8
pyro/poutine/plate_messenger.py	pyro/infer/reparam/transform.py	1	5	2
pyro/poutine/plate_messenger.py	pyro/infer/smcfilter.py	1	5	5
pyro/poutine/plate_messenger.py	pyro/infer/tracetmc_elbo.py	1	5	5
pyro/poutine/plate_messenger.py	pyro/nn/module.py	1	5	20
pyro/poutine/plate_messenger.py	pyro/ops/gamma_gaussian.py	1	5	5
pyro/poutine/plate_messenger.py	pyro/ops/gaussian.py	1	5	12
pyro/poutine/plate_messenger.py	pyro/ops/hessian.py	1	5	2
pyro/poutine/plate_messenger.py	pyro/ops/ssm_gp.py	1	5	6
pyro/poutine/plate_messenger.py	pyro/ops/tensor_utils.py	1	5	15
pyro/poutine/plate_messenger.py	pyro/optim/pytorch_optimizers.py	1	5	5
pyro/poutine/reentrant_messenger.py	examples/air/viz.py	1	4	6
pyro/poutine/reentrant_messenger.py	examples/contrib/cevae/synthetic.py	1	4	8
pyro/poutine/reentrant_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	4	9
pyro/poutine/reentrant_messenger.py	examples/contrib/timeseries/gp_models.py	1	4	10
pyro/poutine/reentrant_messenger.py	examples/dmm/polyphonic_data_loader.py	1	4	16
pyro/poutine/reentrant_messenger.py	examples/dmm/util.py	1	4	2
pyro/poutine/reentrant_messenger.py	examples/rsa/generics.py	1	4	19
pyro/poutine/reentrant_messenger.py	examples/rsa/hyperbole.py	1	4	19
pyro/poutine/reentrant_messenger.py	examples/smcfilter.py	1	4	3
pyro/poutine/reentrant_messenger.py	examples/sparse_regression.py	1	4	18
pyro/poutine/reentrant_messenger.py	examples/vae/utils/vae_plots.py	1	4	4
pyro/poutine/reentrant_messenger.py	profiler/hmm.py	1	4	3
pyro/poutine/reentrant_messenger.py	pyro/contrib/autoguide.py	1	4	3
pyro/poutine/reentrant_messenger.py	pyro/contrib/cevae/__init__.py	1	4	3
pyro/poutine/reentrant_messenger.py	pyro/contrib/examples/bart.py	1	4	6
pyro/poutine/reentrant_messenger.py	pyro/contrib/examples/multi_mnist.py	1	4	3
pyro/poutine/reentrant_messenger.py	pyro/contrib/oed/__init__.py	1	4	6
pyro/poutine/reentrant_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	4	2
pyro/poutine/reentrant_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	4	2
pyro/poutine/reentrant_messenger.py	pyro/contrib/timeseries/__init__.py	1	4	9
pyro/poutine/reentrant_messenger.py	pyro/contrib/timeseries/base.py	1	4	5
pyro/poutine/reentrant_messenger.py	pyro/contrib/timeseries/gp.py	1	4	12
pyro/poutine/reentrant_messenger.py	pyro/contrib/timeseries/lgssm.py	1	4	8
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pyro/poutine/reentrant_messenger.py	pyro/distributions/constraints.py	1	4	4
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pyro/poutine/reentrant_messenger.py	pyro/distributions/kl.py	1	4	3
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pyro/poutine/reentrant_messenger.py	pyro/distributions/testing/__init__.py	1	4	2
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pyro/poutine/reentrant_messenger.py	pyro/distributions/transforms/cholesky.py	1	4	4
pyro/poutine/reentrant_messenger.py	pyro/infer/autoguide/__init__.py	1	4	6
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pyro/poutine/reentrant_messenger.py	pyro/infer/energy_distance.py	1	4	3
pyro/poutine/reentrant_messenger.py	pyro/infer/mcmc/__init__.py	1	4	7
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pyro/poutine/reentrant_messenger.py	pyro/infer/reparam/__init__.py	1	4	10
pyro/poutine/reentrant_messenger.py	pyro/infer/reparam/loc_scale.py	1	4	3
pyro/poutine/reentrant_messenger.py	pyro/infer/reparam/neutra.py	1	4	5
pyro/poutine/reentrant_messenger.py	pyro/infer/reparam/reparam.py	1	4	3
pyro/poutine/reentrant_messenger.py	pyro/infer/reparam/stable.py	1	4	8
pyro/poutine/reentrant_messenger.py	pyro/infer/reparam/transform.py	1	4	2
pyro/poutine/reentrant_messenger.py	pyro/infer/smcfilter.py	1	4	5
pyro/poutine/reentrant_messenger.py	pyro/infer/tracetmc_elbo.py	1	4	5
pyro/poutine/reentrant_messenger.py	pyro/nn/module.py	1	4	20
pyro/poutine/reentrant_messenger.py	pyro/ops/gamma_gaussian.py	1	4	5
pyro/poutine/reentrant_messenger.py	pyro/ops/gaussian.py	1	4	12
pyro/poutine/reentrant_messenger.py	pyro/ops/hessian.py	1	4	2
pyro/poutine/reentrant_messenger.py	pyro/ops/ssm_gp.py	1	4	6
pyro/poutine/reentrant_messenger.py	pyro/ops/tensor_utils.py	1	4	15
pyro/poutine/reentrant_messenger.py	pyro/optim/pytorch_optimizers.py	1	4	5
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pyro/poutine/reparam_messenger.py	examples/capture_recapture/cjs.py	1	4	9
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pyro/poutine/reparam_messenger.py	examples/contrib/autoname/tree_data.py	1	4	21
pyro/poutine/reparam_messenger.py	examples/contrib/cevae/synthetic.py	1	4	8
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pyro/poutine/reparam_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	4	9
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pyro/poutine/reparam_messenger.py	examples/vae/ss_vae_M2.py	1	4	34
pyro/poutine/reparam_messenger.py	examples/vae/utils/custom_mlp.py	1	4	6
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pyro/poutine/reparam_messenger.py	pyro/contrib/gp/kernels/coregionalize.py	1	4	9
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pyro/poutine/reparam_messenger.py	pyro/contrib/gp/kernels/periodic.py	1	4	12
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pyro/poutine/reparam_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	1	4	8
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pyro/poutine/reparam_messenger.py	pyro/nn/module.py	1	4	20
pyro/poutine/reparam_messenger.py	pyro/ops/contract.py	1	4	21
pyro/poutine/reparam_messenger.py	pyro/ops/dual_averaging.py	1	4	7
pyro/poutine/reparam_messenger.py	pyro/ops/einsum/__init__.py	1	4	13
pyro/poutine/reparam_messenger.py	pyro/ops/einsum/adjoint.py	1	4	7
pyro/poutine/reparam_messenger.py	pyro/ops/einsum/torch_log.py	1	4	11
pyro/poutine/reparam_messenger.py	pyro/ops/einsum/torch_map.py	1	4	5
pyro/poutine/reparam_messenger.py	pyro/ops/einsum/torch_marginal.py	1	4	5
pyro/poutine/reparam_messenger.py	pyro/ops/einsum/torch_sample.py	1	4	5
pyro/poutine/reparam_messenger.py	pyro/ops/einsum/util.py	1	4	4
pyro/poutine/reparam_messenger.py	pyro/ops/gamma_gaussian.py	1	4	5
pyro/poutine/reparam_messenger.py	pyro/ops/hessian.py	1	4	2
pyro/poutine/reparam_messenger.py	pyro/ops/indexing.py	1	4	6
pyro/poutine/reparam_messenger.py	pyro/ops/integrator.py	1	4	16
pyro/poutine/reparam_messenger.py	pyro/ops/jit.py	1	4	9
pyro/poutine/reparam_messenger.py	pyro/ops/linalg.py	1	4	5
pyro/poutine/reparam_messenger.py	pyro/ops/newton.py	1	4	9
pyro/poutine/reparam_messenger.py	pyro/ops/packed.py	1	4	10
pyro/poutine/reparam_messenger.py	pyro/ops/rings.py	1	4	10
pyro/poutine/reparam_messenger.py	pyro/ops/ssm_gp.py	1	4	6
pyro/poutine/reparam_messenger.py	pyro/ops/stats.py	1	4	17
pyro/poutine/reparam_messenger.py	pyro/ops/tensor_utils.py	1	4	15
pyro/poutine/reparam_messenger.py	pyro/ops/welford.py	1	4	6
pyro/poutine/reparam_messenger.py	pyro/optim/__init__.py	1	4	17
pyro/poutine/reparam_messenger.py	pyro/optim/adagrad_rmsprop.py	1	4	6
pyro/poutine/reparam_messenger.py	pyro/optim/clipped_adam.py	1	4	10
pyro/poutine/reparam_messenger.py	pyro/optim/lr_scheduler.py	1	4	10
pyro/poutine/reparam_messenger.py	pyro/optim/multi.py	1	4	7
pyro/poutine/reparam_messenger.py	pyro/optim/optim.py	1	4	24
pyro/poutine/reparam_messenger.py	pyro/optim/pytorch_optimizers.py	1	4	5
pyro/poutine/reparam_messenger.py	pyro/params/__init__.py	1	4	12
pyro/poutine/reparam_messenger.py	pyro/params/param_store.py	1	4	38
pyro/poutine/reparam_messenger.py	pyro/poutine/block_messenger.py	1	4	12
pyro/poutine/reparam_messenger.py	pyro/poutine/broadcast_messenger.py	1	4	9
pyro/poutine/reparam_messenger.py	pyro/poutine/condition_messenger.py	1	4	7
pyro/poutine/reparam_messenger.py	pyro/poutine/do_messenger.py	1	4	3
pyro/poutine/reparam_messenger.py	pyro/poutine/enum_messenger.py	1	4	4
pyro/poutine/reparam_messenger.py	pyro/poutine/escape_messenger.py	1	4	6
pyro/poutine/reparam_messenger.py	pyro/poutine/indep_messenger.py	1	4	11
pyro/poutine/reparam_messenger.py	pyro/poutine/infer_config_messenger.py	1	4	5
pyro/poutine/reparam_messenger.py	pyro/poutine/lift_messenger.py	1	4	9
pyro/poutine/reparam_messenger.py	pyro/poutine/markov_messenger.py	1	4	7
pyro/poutine/reparam_messenger.py	pyro/poutine/mask_messenger.py	1	4	7
pyro/poutine/reparam_messenger.py	pyro/poutine/messenger.py	1	4	14
pyro/poutine/reparam_messenger.py	pyro/poutine/plate_messenger.py	1	4	5
pyro/poutine/reparam_messenger.py	pyro/poutine/reentrant_messenger.py	1	4	4
pyro/poutine/replay_messenger.py	examples/air/viz.py	1	6	6
pyro/poutine/replay_messenger.py	examples/contrib/cevae/synthetic.py	1	6	8
pyro/poutine/replay_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	6	9
pyro/poutine/replay_messenger.py	examples/contrib/timeseries/gp_models.py	1	6	10
pyro/poutine/replay_messenger.py	examples/dmm/polyphonic_data_loader.py	1	6	16
pyro/poutine/replay_messenger.py	examples/dmm/util.py	1	6	2
pyro/poutine/replay_messenger.py	examples/rsa/generics.py	1	6	19
pyro/poutine/replay_messenger.py	examples/rsa/hyperbole.py	1	6	19
pyro/poutine/replay_messenger.py	examples/smcfilter.py	1	6	3
pyro/poutine/replay_messenger.py	examples/sparse_regression.py	1	6	18
pyro/poutine/replay_messenger.py	examples/vae/utils/vae_plots.py	1	6	4
pyro/poutine/replay_messenger.py	profiler/hmm.py	1	6	3
pyro/poutine/replay_messenger.py	pyro/contrib/autoguide.py	1	6	3
pyro/poutine/replay_messenger.py	pyro/contrib/cevae/__init__.py	1	6	3
pyro/poutine/replay_messenger.py	pyro/contrib/examples/bart.py	1	6	6
pyro/poutine/replay_messenger.py	pyro/contrib/examples/multi_mnist.py	1	6	3
pyro/poutine/replay_messenger.py	pyro/contrib/oed/__init__.py	1	6	6
pyro/poutine/replay_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	6	2
pyro/poutine/replay_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	6	2
pyro/poutine/replay_messenger.py	pyro/contrib/timeseries/__init__.py	1	6	9
pyro/poutine/replay_messenger.py	pyro/contrib/timeseries/base.py	1	6	5
pyro/poutine/replay_messenger.py	pyro/contrib/timeseries/gp.py	1	6	12
pyro/poutine/replay_messenger.py	pyro/contrib/timeseries/lgssm.py	1	6	8
pyro/poutine/replay_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	6	7
pyro/poutine/replay_messenger.py	pyro/distributions/constraints.py	1	6	4
pyro/poutine/replay_messenger.py	pyro/distributions/folded.py	1	6	2
pyro/poutine/replay_messenger.py	pyro/distributions/kl.py	1	6	3
pyro/poutine/replay_messenger.py	pyro/distributions/stable.py	1	6	9
pyro/poutine/replay_messenger.py	pyro/distributions/testing/__init__.py	1	6	2
pyro/poutine/replay_messenger.py	pyro/distributions/transforms/__init__.py	1	6	30
pyro/poutine/replay_messenger.py	pyro/distributions/transforms/cholesky.py	1	6	4
pyro/poutine/replay_messenger.py	pyro/infer/autoguide/__init__.py	1	6	6
pyro/poutine/replay_messenger.py	pyro/infer/autoguide/guides.py	1	6	18
pyro/poutine/replay_messenger.py	pyro/infer/autoguide/utils.py	1	6	2
pyro/poutine/replay_messenger.py	pyro/infer/energy_distance.py	1	6	3
pyro/poutine/replay_messenger.py	pyro/infer/mcmc/__init__.py	1	6	7
pyro/poutine/replay_messenger.py	pyro/infer/predictive.py	1	6	6
pyro/poutine/replay_messenger.py	pyro/infer/reparam/__init__.py	1	6	10
pyro/poutine/replay_messenger.py	pyro/infer/reparam/loc_scale.py	1	6	3
pyro/poutine/replay_messenger.py	pyro/infer/reparam/neutra.py	1	6	5
pyro/poutine/replay_messenger.py	pyro/infer/reparam/reparam.py	1	6	3
pyro/poutine/replay_messenger.py	pyro/infer/reparam/stable.py	1	6	8
pyro/poutine/replay_messenger.py	pyro/infer/reparam/transform.py	1	6	2
pyro/poutine/replay_messenger.py	pyro/infer/smcfilter.py	1	6	5
pyro/poutine/replay_messenger.py	pyro/nn/module.py	1	6	20
pyro/poutine/replay_messenger.py	pyro/ops/gamma_gaussian.py	1	6	5
pyro/poutine/replay_messenger.py	pyro/ops/gaussian.py	1	6	12
pyro/poutine/replay_messenger.py	pyro/ops/hessian.py	1	6	2
pyro/poutine/replay_messenger.py	pyro/ops/ssm_gp.py	1	6	6
pyro/poutine/replay_messenger.py	pyro/ops/tensor_utils.py	1	6	15
pyro/poutine/replay_messenger.py	pyro/optim/pytorch_optimizers.py	1	6	5
pyro/poutine/replay_messenger.py	pyro/poutine/reparam_messenger.py	1	6	4
pyro/poutine/runtime.py	examples/air/viz.py	1	16	6
pyro/poutine/runtime.py	examples/baseball.py	1	16	46
pyro/poutine/runtime.py	examples/capture_recapture/cjs.py	1	16	9
pyro/poutine/runtime.py	examples/contrib/autoname/mixture.py	1	16	22
pyro/poutine/runtime.py	examples/contrib/autoname/tree_data.py	1	16	21
pyro/poutine/runtime.py	examples/contrib/cevae/synthetic.py	1	16	8
pyro/poutine/runtime.py	examples/contrib/oed/gp_bayes_opt.py	1	16	9
pyro/poutine/runtime.py	examples/contrib/timeseries/gp_models.py	1	16	10
pyro/poutine/runtime.py	examples/dmm/util.py	1	16	2
pyro/poutine/runtime.py	examples/eight_schools/data.py	1	16	3
pyro/poutine/runtime.py	examples/eight_schools/mcmc.py	1	16	29
pyro/poutine/runtime.py	examples/eight_schools/svi.py	1	16	22
pyro/poutine/runtime.py	examples/einsum.py	1	16	3
pyro/poutine/runtime.py	examples/lkj.py	1	16	20
pyro/poutine/runtime.py	examples/minipyro.py	1	16	26
pyro/poutine/runtime.py	examples/mixed_hmm/experiment.py	1	16	3
pyro/poutine/runtime.py	examples/mixed_hmm/model.py	1	16	4
pyro/poutine/runtime.py	examples/mixed_hmm/seal_data.py	1	16	5
pyro/poutine/runtime.py	examples/rsa/generics.py	1	16	19
pyro/poutine/runtime.py	examples/rsa/hyperbole.py	1	16	19
pyro/poutine/runtime.py	examples/rsa/schelling.py	1	16	19
pyro/poutine/runtime.py	examples/rsa/schelling_false.py	1	16	19
pyro/poutine/runtime.py	examples/smcfilter.py	1	16	3
pyro/poutine/runtime.py	examples/sparse_regression.py	1	16	18
pyro/poutine/runtime.py	examples/vae/utils/vae_plots.py	1	16	4
pyro/poutine/runtime.py	profiler/hmm.py	1	16	3
pyro/poutine/runtime.py	pyro/contrib/autoguide.py	1	16	3
pyro/poutine/runtime.py	pyro/contrib/autoname/__init__.py	1	16	5
pyro/poutine/runtime.py	pyro/contrib/bnn/__init__.py	1	16	3
pyro/poutine/runtime.py	pyro/contrib/bnn/hidden_layer.py	1	16	3
pyro/poutine/runtime.py	pyro/contrib/bnn/utils.py	1	16	3
pyro/poutine/runtime.py	pyro/contrib/cevae/__init__.py	1	16	3
pyro/poutine/runtime.py	pyro/contrib/easyguide/__init__.py	1	16	3
pyro/poutine/runtime.py	pyro/contrib/easyguide/easyguide.py	1	16	9
pyro/poutine/runtime.py	pyro/contrib/examples/bart.py	1	16	6
pyro/poutine/runtime.py	pyro/contrib/examples/multi_mnist.py	1	16	3
pyro/poutine/runtime.py	pyro/contrib/examples/util.py	1	16	9
pyro/poutine/runtime.py	pyro/contrib/gp/likelihoods/__init__.py	1	16	8
pyro/poutine/runtime.py	pyro/contrib/gp/util.py	1	16	19
pyro/poutine/runtime.py	pyro/contrib/oed/__init__.py	1	16	6
pyro/poutine/runtime.py	pyro/contrib/oed/glmm/__init__.py	1	16	2
pyro/poutine/runtime.py	pyro/contrib/oed/glmm/glmm.py	1	16	2
pyro/poutine/runtime.py	pyro/contrib/oed/util.py	1	16	8
pyro/poutine/runtime.py	pyro/contrib/timeseries/__init__.py	1	16	9
pyro/poutine/runtime.py	pyro/contrib/timeseries/base.py	1	16	5
pyro/poutine/runtime.py	pyro/contrib/timeseries/gp.py	1	16	12
pyro/poutine/runtime.py	pyro/contrib/timeseries/lgssm.py	1	16	8
pyro/poutine/runtime.py	pyro/contrib/timeseries/lgssmgp.py	1	16	7
pyro/poutine/runtime.py	pyro/contrib/tracking/__init__.py	1	16	3
pyro/poutine/runtime.py	pyro/contrib/util.py	1	16	6
pyro/poutine/runtime.py	pyro/distributions/constraints.py	1	16	4
pyro/poutine/runtime.py	pyro/distributions/distribution.py	1	16	44
pyro/poutine/runtime.py	pyro/distributions/folded.py	1	16	2
pyro/poutine/runtime.py	pyro/distributions/kl.py	1	16	3
pyro/poutine/runtime.py	pyro/distributions/rejector.py	1	16	10
pyro/poutine/runtime.py	pyro/distributions/score_parts.py	1	16	7
pyro/poutine/runtime.py	pyro/distributions/stable.py	1	16	9
pyro/poutine/runtime.py	pyro/distributions/testing/__init__.py	1	16	2
pyro/poutine/runtime.py	pyro/distributions/testing/fakes.py	1	16	7
pyro/poutine/runtime.py	pyro/distributions/torch_patch.py	1	16	27
pyro/poutine/runtime.py	pyro/distributions/transforms/__init__.py	1	16	30
pyro/poutine/runtime.py	pyro/distributions/transforms/cholesky.py	1	16	4
pyro/poutine/runtime.py	pyro/distributions/transforms/utils.py	1	16	3
pyro/poutine/runtime.py	pyro/generic.py	1	16	7
pyro/poutine/runtime.py	pyro/infer/__init__.py	1	16	44
pyro/poutine/runtime.py	pyro/infer/autoguide/__init__.py	1	16	6
pyro/poutine/runtime.py	pyro/infer/autoguide/guides.py	1	16	18
pyro/poutine/runtime.py	pyro/infer/autoguide/utils.py	1	16	2
pyro/poutine/runtime.py	pyro/infer/energy_distance.py	1	16	3
pyro/poutine/runtime.py	pyro/infer/mcmc/__init__.py	1	16	7
pyro/poutine/runtime.py	pyro/infer/mcmc/mcmc_kernel.py	1	16	5
pyro/poutine/runtime.py	pyro/infer/predictive.py	1	16	6
pyro/poutine/runtime.py	pyro/infer/reparam/__init__.py	1	16	10
pyro/poutine/runtime.py	pyro/infer/reparam/loc_scale.py	1	16	3
pyro/poutine/runtime.py	pyro/infer/reparam/neutra.py	1	16	5
pyro/poutine/runtime.py	pyro/infer/reparam/reparam.py	1	16	3
pyro/poutine/runtime.py	pyro/infer/reparam/stable.py	1	16	8
pyro/poutine/runtime.py	pyro/infer/reparam/transform.py	1	16	2
pyro/poutine/runtime.py	pyro/infer/smcfilter.py	1	16	5
pyro/poutine/runtime.py	pyro/infer/trace_tail_adaptive_elbo.py	1	16	5
pyro/poutine/runtime.py	pyro/infer/tracetmc_elbo.py	1	16	5
pyro/poutine/runtime.py	pyro/logger.py	1	16	3
pyro/poutine/runtime.py	pyro/nn/__init__.py	1	16	16
pyro/poutine/runtime.py	pyro/nn/module.py	1	16	20
pyro/poutine/runtime.py	pyro/ops/einsum/__init__.py	1	16	13
pyro/poutine/runtime.py	pyro/ops/einsum/adjoint.py	1	16	7
pyro/poutine/runtime.py	pyro/ops/einsum/torch_log.py	1	16	11
pyro/poutine/runtime.py	pyro/ops/einsum/torch_map.py	1	16	5
pyro/poutine/runtime.py	pyro/ops/einsum/torch_marginal.py	1	16	5
pyro/poutine/runtime.py	pyro/ops/einsum/torch_sample.py	1	16	5
pyro/poutine/runtime.py	pyro/ops/gamma_gaussian.py	1	16	5
pyro/poutine/runtime.py	pyro/ops/gaussian.py	1	16	12
pyro/poutine/runtime.py	pyro/ops/hessian.py	1	16	2
pyro/poutine/runtime.py	pyro/ops/integrator.py	1	16	16
pyro/poutine/runtime.py	pyro/ops/linalg.py	1	16	5
pyro/poutine/runtime.py	pyro/ops/newton.py	1	16	9
pyro/poutine/runtime.py	pyro/ops/ssm_gp.py	1	16	6
pyro/poutine/runtime.py	pyro/ops/tensor_utils.py	1	16	15
pyro/poutine/runtime.py	pyro/optim/pytorch_optimizers.py	1	16	5
pyro/poutine/runtime.py	pyro/poutine/reparam_messenger.py	1	16	4
pyro/poutine/scale_messenger.py	examples/air/viz.py	1	6	6
pyro/poutine/scale_messenger.py	examples/contrib/cevae/synthetic.py	1	6	8
pyro/poutine/scale_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	6	9
pyro/poutine/scale_messenger.py	examples/contrib/timeseries/gp_models.py	1	6	10
pyro/poutine/scale_messenger.py	examples/dmm/polyphonic_data_loader.py	1	6	16
pyro/poutine/scale_messenger.py	examples/dmm/util.py	1	6	2
pyro/poutine/scale_messenger.py	examples/rsa/generics.py	1	6	19
pyro/poutine/scale_messenger.py	examples/rsa/hyperbole.py	1	6	19
pyro/poutine/scale_messenger.py	examples/smcfilter.py	1	6	3
pyro/poutine/scale_messenger.py	examples/sparse_regression.py	1	6	18
pyro/poutine/scale_messenger.py	examples/vae/utils/vae_plots.py	1	6	4
pyro/poutine/scale_messenger.py	profiler/hmm.py	1	6	3
pyro/poutine/scale_messenger.py	pyro/contrib/autoguide.py	1	6	3
pyro/poutine/scale_messenger.py	pyro/contrib/cevae/__init__.py	1	6	3
pyro/poutine/scale_messenger.py	pyro/contrib/examples/bart.py	1	6	6
pyro/poutine/scale_messenger.py	pyro/contrib/examples/multi_mnist.py	1	6	3
pyro/poutine/scale_messenger.py	pyro/contrib/oed/__init__.py	1	6	6
pyro/poutine/scale_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	6	2
pyro/poutine/scale_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	6	2
pyro/poutine/scale_messenger.py	pyro/contrib/timeseries/__init__.py	1	6	9
pyro/poutine/scale_messenger.py	pyro/contrib/timeseries/base.py	1	6	5
pyro/poutine/scale_messenger.py	pyro/contrib/timeseries/gp.py	1	6	12
pyro/poutine/scale_messenger.py	pyro/contrib/timeseries/lgssm.py	1	6	8
pyro/poutine/scale_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	6	7
pyro/poutine/scale_messenger.py	pyro/distributions/constraints.py	1	6	4
pyro/poutine/scale_messenger.py	pyro/distributions/folded.py	1	6	2
pyro/poutine/scale_messenger.py	pyro/distributions/kl.py	1	6	3
pyro/poutine/scale_messenger.py	pyro/distributions/stable.py	1	6	9
pyro/poutine/scale_messenger.py	pyro/distributions/testing/__init__.py	1	6	2
pyro/poutine/scale_messenger.py	pyro/distributions/transforms/__init__.py	1	6	30
pyro/poutine/scale_messenger.py	pyro/distributions/transforms/cholesky.py	1	6	4
pyro/poutine/scale_messenger.py	pyro/infer/autoguide/__init__.py	1	6	6
pyro/poutine/scale_messenger.py	pyro/infer/autoguide/guides.py	1	6	18
pyro/poutine/scale_messenger.py	pyro/infer/autoguide/utils.py	1	6	2
pyro/poutine/scale_messenger.py	pyro/infer/energy_distance.py	1	6	3
pyro/poutine/scale_messenger.py	pyro/infer/mcmc/__init__.py	1	6	7
pyro/poutine/scale_messenger.py	pyro/infer/predictive.py	1	6	6
pyro/poutine/scale_messenger.py	pyro/infer/reparam/__init__.py	1	6	10
pyro/poutine/scale_messenger.py	pyro/infer/reparam/loc_scale.py	1	6	3
pyro/poutine/scale_messenger.py	pyro/infer/reparam/neutra.py	1	6	5
pyro/poutine/scale_messenger.py	pyro/infer/reparam/reparam.py	1	6	3
pyro/poutine/scale_messenger.py	pyro/infer/reparam/stable.py	1	6	8
pyro/poutine/scale_messenger.py	pyro/infer/reparam/transform.py	1	6	2
pyro/poutine/scale_messenger.py	pyro/infer/smcfilter.py	1	6	5
pyro/poutine/scale_messenger.py	pyro/nn/module.py	1	6	20
pyro/poutine/scale_messenger.py	pyro/ops/gamma_gaussian.py	1	6	5
pyro/poutine/scale_messenger.py	pyro/ops/gaussian.py	1	6	12
pyro/poutine/scale_messenger.py	pyro/ops/hessian.py	1	6	2
pyro/poutine/scale_messenger.py	pyro/ops/ssm_gp.py	1	6	6
pyro/poutine/scale_messenger.py	pyro/ops/tensor_utils.py	1	6	15
pyro/poutine/scale_messenger.py	pyro/optim/pytorch_optimizers.py	1	6	5
pyro/poutine/scale_messenger.py	pyro/poutine/reparam_messenger.py	1	6	4
pyro/poutine/seed_messenger.py	examples/air/main.py	1	3	37
pyro/poutine/seed_messenger.py	examples/air/viz.py	1	3	6
pyro/poutine/seed_messenger.py	examples/baseball.py	1	3	46
pyro/poutine/seed_messenger.py	examples/capture_recapture/cjs.py	1	3	9
pyro/poutine/seed_messenger.py	examples/contrib/autoname/mixture.py	1	3	22
pyro/poutine/seed_messenger.py	examples/contrib/autoname/scoping_mixture.py	1	3	22
pyro/poutine/seed_messenger.py	examples/contrib/autoname/tree_data.py	1	3	21
pyro/poutine/seed_messenger.py	examples/contrib/cevae/synthetic.py	1	3	8
pyro/poutine/seed_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	3	9
pyro/poutine/seed_messenger.py	examples/contrib/timeseries/gp_models.py	1	3	10
pyro/poutine/seed_messenger.py	examples/dmm/polyphonic_data_loader.py	1	3	16
pyro/poutine/seed_messenger.py	examples/dmm/util.py	1	3	2
pyro/poutine/seed_messenger.py	examples/eight_schools/data.py	1	3	3
pyro/poutine/seed_messenger.py	examples/eight_schools/mcmc.py	1	3	29
pyro/poutine/seed_messenger.py	examples/eight_schools/svi.py	1	3	22
pyro/poutine/seed_messenger.py	examples/einsum.py	1	3	3
pyro/poutine/seed_messenger.py	examples/inclined_plane.py	1	3	35
pyro/poutine/seed_messenger.py	examples/lda.py	1	3	25
pyro/poutine/seed_messenger.py	examples/lkj.py	1	3	20
pyro/poutine/seed_messenger.py	examples/minipyro.py	1	3	26
pyro/poutine/seed_messenger.py	examples/mixed_hmm/experiment.py	1	3	3
pyro/poutine/seed_messenger.py	examples/mixed_hmm/model.py	1	3	4
pyro/poutine/seed_messenger.py	examples/mixed_hmm/seal_data.py	1	3	5
pyro/poutine/seed_messenger.py	examples/rsa/generics.py	1	3	19
pyro/poutine/seed_messenger.py	examples/rsa/hyperbole.py	1	3	19
pyro/poutine/seed_messenger.py	examples/rsa/schelling.py	1	3	19
pyro/poutine/seed_messenger.py	examples/rsa/schelling_false.py	1	3	19
pyro/poutine/seed_messenger.py	examples/smcfilter.py	1	3	3
pyro/poutine/seed_messenger.py	examples/sparse_regression.py	1	3	18
pyro/poutine/seed_messenger.py	examples/vae/utils/vae_plots.py	1	3	4
pyro/poutine/seed_messenger.py	profiler/distributions.py	1	3	11
pyro/poutine/seed_messenger.py	profiler/hmm.py	1	3	3
pyro/poutine/seed_messenger.py	pyro/__init__.py	1	3	176
pyro/poutine/seed_messenger.py	pyro/contrib/__init__.py	1	3	17
pyro/poutine/seed_messenger.py	pyro/contrib/autoguide.py	1	3	3
pyro/poutine/seed_messenger.py	pyro/contrib/autoname/__init__.py	1	3	5
pyro/poutine/seed_messenger.py	pyro/contrib/bnn/__init__.py	1	3	3
pyro/poutine/seed_messenger.py	pyro/contrib/bnn/hidden_layer.py	1	3	3
pyro/poutine/seed_messenger.py	pyro/contrib/bnn/utils.py	1	3	3
pyro/poutine/seed_messenger.py	pyro/contrib/cevae/__init__.py	1	3	3
pyro/poutine/seed_messenger.py	pyro/contrib/easyguide/__init__.py	1	3	3
pyro/poutine/seed_messenger.py	pyro/contrib/easyguide/easyguide.py	1	3	9
pyro/poutine/seed_messenger.py	pyro/contrib/examples/bart.py	1	3	6
pyro/poutine/seed_messenger.py	pyro/contrib/examples/multi_mnist.py	1	3	3
pyro/poutine/seed_messenger.py	pyro/contrib/examples/util.py	1	3	9
pyro/poutine/seed_messenger.py	pyro/contrib/gp/__init__.py	1	3	14
pyro/poutine/seed_messenger.py	pyro/contrib/gp/kernels/__init__.py	1	3	12
pyro/poutine/seed_messenger.py	pyro/contrib/gp/likelihoods/__init__.py	1	3	8
pyro/poutine/seed_messenger.py	pyro/contrib/gp/models/__init__.py	1	3	11
pyro/poutine/seed_messenger.py	pyro/contrib/gp/util.py	1	3	19
pyro/poutine/seed_messenger.py	pyro/contrib/oed/__init__.py	1	3	6
pyro/poutine/seed_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	3	2
pyro/poutine/seed_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	3	2
pyro/poutine/seed_messenger.py	pyro/contrib/oed/util.py	1	3	8
pyro/poutine/seed_messenger.py	pyro/contrib/timeseries/__init__.py	1	3	9
pyro/poutine/seed_messenger.py	pyro/contrib/timeseries/base.py	1	3	5
pyro/poutine/seed_messenger.py	pyro/contrib/timeseries/gp.py	1	3	12
pyro/poutine/seed_messenger.py	pyro/contrib/timeseries/lgssm.py	1	3	8
pyro/poutine/seed_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	3	7
pyro/poutine/seed_messenger.py	pyro/contrib/tracking/__init__.py	1	3	3
pyro/poutine/seed_messenger.py	pyro/contrib/util.py	1	3	6
pyro/poutine/seed_messenger.py	pyro/distributions/__init__.py	1	3	114
pyro/poutine/seed_messenger.py	pyro/distributions/constraints.py	1	3	4
pyro/poutine/seed_messenger.py	pyro/distributions/distribution.py	1	3	44
pyro/poutine/seed_messenger.py	pyro/distributions/folded.py	1	3	2
pyro/poutine/seed_messenger.py	pyro/distributions/kl.py	1	3	3
pyro/poutine/seed_messenger.py	pyro/distributions/rejector.py	1	3	10
pyro/poutine/seed_messenger.py	pyro/distributions/score_parts.py	1	3	7
pyro/poutine/seed_messenger.py	pyro/distributions/stable.py	1	3	9
pyro/poutine/seed_messenger.py	pyro/distributions/testing/__init__.py	1	3	2
pyro/poutine/seed_messenger.py	pyro/distributions/testing/fakes.py	1	3	7
pyro/poutine/seed_messenger.py	pyro/distributions/torch_patch.py	1	3	27
pyro/poutine/seed_messenger.py	pyro/distributions/transforms/__init__.py	1	3	30
pyro/poutine/seed_messenger.py	pyro/distributions/transforms/cholesky.py	1	3	4
pyro/poutine/seed_messenger.py	pyro/distributions/transforms/utils.py	1	3	3
pyro/poutine/seed_messenger.py	pyro/generic.py	1	3	7
pyro/poutine/seed_messenger.py	pyro/infer/__init__.py	1	3	44
pyro/poutine/seed_messenger.py	pyro/infer/autoguide/__init__.py	1	3	6
pyro/poutine/seed_messenger.py	pyro/infer/autoguide/guides.py	1	3	18
pyro/poutine/seed_messenger.py	pyro/infer/autoguide/utils.py	1	3	2
pyro/poutine/seed_messenger.py	pyro/infer/elbo.py	1	3	27
pyro/poutine/seed_messenger.py	pyro/infer/energy_distance.py	1	3	3
pyro/poutine/seed_messenger.py	pyro/infer/enum.py	1	3	32
pyro/poutine/seed_messenger.py	pyro/infer/mcmc/__init__.py	1	3	7
pyro/poutine/seed_messenger.py	pyro/infer/mcmc/mcmc_kernel.py	1	3	5
pyro/poutine/seed_messenger.py	pyro/infer/predictive.py	1	3	6
pyro/poutine/seed_messenger.py	pyro/infer/reparam/__init__.py	1	3	10
pyro/poutine/seed_messenger.py	pyro/infer/reparam/loc_scale.py	1	3	3
pyro/poutine/seed_messenger.py	pyro/infer/reparam/neutra.py	1	3	5
pyro/poutine/seed_messenger.py	pyro/infer/reparam/reparam.py	1	3	3
pyro/poutine/seed_messenger.py	pyro/infer/reparam/stable.py	1	3	8
pyro/poutine/seed_messenger.py	pyro/infer/reparam/transform.py	1	3	2
pyro/poutine/seed_messenger.py	pyro/infer/smcfilter.py	1	3	5
pyro/poutine/seed_messenger.py	pyro/infer/trace_elbo.py	1	3	59
pyro/poutine/seed_messenger.py	pyro/infer/trace_tail_adaptive_elbo.py	1	3	5
pyro/poutine/seed_messenger.py	pyro/infer/tracegraph_elbo.py	1	3	70
pyro/poutine/seed_messenger.py	pyro/infer/tracetmc_elbo.py	1	3	5
pyro/poutine/seed_messenger.py	pyro/logger.py	1	3	3
pyro/poutine/seed_messenger.py	pyro/nn/__init__.py	1	3	16
pyro/poutine/seed_messenger.py	pyro/nn/module.py	1	3	20
pyro/poutine/seed_messenger.py	pyro/ops/einsum/__init__.py	1	3	13
pyro/poutine/seed_messenger.py	pyro/ops/einsum/adjoint.py	1	3	7
pyro/poutine/seed_messenger.py	pyro/ops/einsum/torch_log.py	1	3	11
pyro/poutine/seed_messenger.py	pyro/ops/einsum/torch_map.py	1	3	5
pyro/poutine/seed_messenger.py	pyro/ops/einsum/torch_marginal.py	1	3	5
pyro/poutine/seed_messenger.py	pyro/ops/einsum/torch_sample.py	1	3	5
pyro/poutine/seed_messenger.py	pyro/ops/gamma_gaussian.py	1	3	5
pyro/poutine/seed_messenger.py	pyro/ops/gaussian.py	1	3	12
pyro/poutine/seed_messenger.py	pyro/ops/hessian.py	1	3	2
pyro/poutine/seed_messenger.py	pyro/ops/integrator.py	1	3	16
pyro/poutine/seed_messenger.py	pyro/ops/linalg.py	1	3	5
pyro/poutine/seed_messenger.py	pyro/ops/newton.py	1	3	9
pyro/poutine/seed_messenger.py	pyro/ops/packed.py	1	3	10
pyro/poutine/seed_messenger.py	pyro/ops/ssm_gp.py	1	3	6
pyro/poutine/seed_messenger.py	pyro/ops/stats.py	1	3	17
pyro/poutine/seed_messenger.py	pyro/ops/tensor_utils.py	1	3	15
pyro/poutine/seed_messenger.py	pyro/optim/__init__.py	1	3	17
pyro/poutine/seed_messenger.py	pyro/optim/pytorch_optimizers.py	1	3	5
pyro/poutine/seed_messenger.py	pyro/params/__init__.py	1	3	12
pyro/poutine/seed_messenger.py	pyro/poutine/__init__.py	1	3	64
pyro/poutine/seed_messenger.py	pyro/poutine/broadcast_messenger.py	1	3	9
pyro/poutine/seed_messenger.py	pyro/poutine/reparam_messenger.py	1	3	4
pyro/poutine/subsample_messenger.py	pyro/optim/dct_adam.py	1	13	4
pyro/poutine/subsample_messenger.py	examples/air/viz.py	1	13	6
pyro/poutine/subsample_messenger.py	examples/contrib/cevae/synthetic.py	1	13	8
pyro/poutine/subsample_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	13	9
pyro/poutine/subsample_messenger.py	examples/contrib/timeseries/gp_models.py	1	13	10
pyro/poutine/subsample_messenger.py	examples/dmm/polyphonic_data_loader.py	1	13	16
pyro/poutine/subsample_messenger.py	examples/dmm/util.py	1	13	2
pyro/poutine/subsample_messenger.py	examples/rsa/generics.py	1	13	19
pyro/poutine/subsample_messenger.py	examples/rsa/hyperbole.py	1	13	19
pyro/poutine/subsample_messenger.py	examples/smcfilter.py	1	13	3
pyro/poutine/subsample_messenger.py	examples/sparse_regression.py	1	13	18
pyro/poutine/subsample_messenger.py	examples/vae/utils/vae_plots.py	1	13	4
pyro/poutine/subsample_messenger.py	profiler/hmm.py	1	13	3
pyro/poutine/subsample_messenger.py	pyro/contrib/autoguide.py	1	13	3
pyro/poutine/subsample_messenger.py	pyro/contrib/cevae/__init__.py	1	13	3
pyro/poutine/subsample_messenger.py	pyro/contrib/examples/bart.py	1	13	6
pyro/poutine/subsample_messenger.py	pyro/contrib/examples/multi_mnist.py	1	13	3
pyro/poutine/subsample_messenger.py	pyro/contrib/oed/__init__.py	1	13	6
pyro/poutine/subsample_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	13	2
pyro/poutine/subsample_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	13	2
pyro/poutine/subsample_messenger.py	pyro/contrib/timeseries/__init__.py	1	13	9
pyro/poutine/subsample_messenger.py	pyro/contrib/timeseries/base.py	1	13	5
pyro/poutine/subsample_messenger.py	pyro/contrib/timeseries/gp.py	1	13	12
pyro/poutine/subsample_messenger.py	pyro/contrib/timeseries/lgssm.py	1	13	8
pyro/poutine/subsample_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	13	7
pyro/poutine/subsample_messenger.py	pyro/distributions/constraints.py	1	13	4
pyro/poutine/subsample_messenger.py	pyro/distributions/folded.py	1	13	2
pyro/poutine/subsample_messenger.py	pyro/distributions/kl.py	1	13	3
pyro/poutine/subsample_messenger.py	pyro/distributions/stable.py	1	13	9
pyro/poutine/subsample_messenger.py	pyro/distributions/testing/__init__.py	1	13	2
pyro/poutine/subsample_messenger.py	pyro/distributions/transforms/__init__.py	1	13	30
pyro/poutine/subsample_messenger.py	pyro/distributions/transforms/cholesky.py	1	13	4
pyro/poutine/subsample_messenger.py	pyro/infer/autoguide/__init__.py	1	13	6
pyro/poutine/subsample_messenger.py	pyro/infer/autoguide/utils.py	1	13	2
pyro/poutine/subsample_messenger.py	pyro/infer/energy_distance.py	1	13	3
pyro/poutine/subsample_messenger.py	pyro/infer/mcmc/__init__.py	1	13	7
pyro/poutine/subsample_messenger.py	pyro/infer/predictive.py	1	13	6
pyro/poutine/subsample_messenger.py	pyro/infer/reparam/__init__.py	1	13	10
pyro/poutine/subsample_messenger.py	pyro/infer/reparam/loc_scale.py	1	13	3
pyro/poutine/subsample_messenger.py	pyro/infer/reparam/neutra.py	1	13	5
pyro/poutine/subsample_messenger.py	pyro/infer/reparam/reparam.py	1	13	3
pyro/poutine/subsample_messenger.py	pyro/infer/reparam/stable.py	1	13	8
pyro/poutine/subsample_messenger.py	pyro/infer/reparam/transform.py	1	13	2
pyro/poutine/subsample_messenger.py	pyro/infer/smcfilter.py	1	13	5
pyro/poutine/subsample_messenger.py	pyro/infer/tracetmc_elbo.py	1	13	5
pyro/poutine/subsample_messenger.py	pyro/nn/module.py	1	13	20
pyro/poutine/subsample_messenger.py	pyro/ops/gamma_gaussian.py	1	13	5
pyro/poutine/subsample_messenger.py	pyro/ops/gaussian.py	1	13	12
pyro/poutine/subsample_messenger.py	pyro/ops/hessian.py	1	13	2
pyro/poutine/subsample_messenger.py	pyro/ops/ssm_gp.py	1	13	6
pyro/poutine/subsample_messenger.py	pyro/ops/tensor_utils.py	1	13	15
pyro/poutine/subsample_messenger.py	pyro/optim/pytorch_optimizers.py	1	13	5
pyro/poutine/subsample_messenger.py	pyro/poutine/reparam_messenger.py	1	13	4
pyro/poutine/trace_messenger.py	pyro/infer/reparam/conjugate.py	1	15	2
pyro/poutine/trace_messenger.py	examples/air/viz.py	1	15	6
pyro/poutine/trace_messenger.py	examples/contrib/cevae/synthetic.py	1	15	8
pyro/poutine/trace_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	15	9
pyro/poutine/trace_messenger.py	examples/contrib/timeseries/gp_models.py	1	15	10
pyro/poutine/trace_messenger.py	examples/dmm/util.py	1	15	2
pyro/poutine/trace_messenger.py	examples/rsa/generics.py	1	15	19
pyro/poutine/trace_messenger.py	examples/rsa/hyperbole.py	1	15	19
pyro/poutine/trace_messenger.py	examples/smcfilter.py	1	15	3
pyro/poutine/trace_messenger.py	examples/sparse_regression.py	1	15	18
pyro/poutine/trace_messenger.py	examples/vae/utils/vae_plots.py	1	15	4
pyro/poutine/trace_messenger.py	profiler/hmm.py	1	15	3
pyro/poutine/trace_messenger.py	pyro/contrib/autoguide.py	1	15	3
pyro/poutine/trace_messenger.py	pyro/contrib/cevae/__init__.py	1	15	3
pyro/poutine/trace_messenger.py	pyro/contrib/examples/bart.py	1	15	6
pyro/poutine/trace_messenger.py	pyro/contrib/examples/multi_mnist.py	1	15	3
pyro/poutine/trace_messenger.py	pyro/contrib/oed/__init__.py	1	15	6
pyro/poutine/trace_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	15	2
pyro/poutine/trace_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	15	2
pyro/poutine/trace_messenger.py	pyro/contrib/timeseries/__init__.py	1	15	9
pyro/poutine/trace_messenger.py	pyro/contrib/timeseries/base.py	1	15	5
pyro/poutine/trace_messenger.py	pyro/contrib/timeseries/gp.py	1	15	12
pyro/poutine/trace_messenger.py	pyro/contrib/timeseries/lgssm.py	1	15	8
pyro/poutine/trace_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	15	7
pyro/poutine/trace_messenger.py	pyro/distributions/constraints.py	1	15	4
pyro/poutine/trace_messenger.py	pyro/distributions/folded.py	1	15	2
pyro/poutine/trace_messenger.py	pyro/distributions/kl.py	1	15	3
pyro/poutine/trace_messenger.py	pyro/distributions/stable.py	1	15	9
pyro/poutine/trace_messenger.py	pyro/distributions/testing/__init__.py	1	15	2
pyro/poutine/trace_messenger.py	pyro/distributions/transforms/__init__.py	1	15	30
pyro/poutine/trace_messenger.py	pyro/distributions/transforms/cholesky.py	1	15	4
pyro/poutine/trace_messenger.py	pyro/infer/autoguide/__init__.py	1	15	6
pyro/poutine/trace_messenger.py	pyro/infer/autoguide/guides.py	1	15	18
pyro/poutine/trace_messenger.py	pyro/infer/autoguide/utils.py	1	15	2
pyro/poutine/trace_messenger.py	pyro/infer/energy_distance.py	1	15	3
pyro/poutine/trace_messenger.py	pyro/infer/mcmc/__init__.py	1	15	7
pyro/poutine/trace_messenger.py	pyro/infer/predictive.py	1	15	6
pyro/poutine/trace_messenger.py	pyro/infer/reparam/loc_scale.py	1	15	3
pyro/poutine/trace_messenger.py	pyro/infer/reparam/neutra.py	1	15	5
pyro/poutine/trace_messenger.py	pyro/infer/reparam/reparam.py	1	15	3
pyro/poutine/trace_messenger.py	pyro/infer/reparam/stable.py	1	15	8
pyro/poutine/trace_messenger.py	pyro/infer/reparam/transform.py	1	15	2
pyro/poutine/trace_messenger.py	pyro/infer/smcfilter.py	1	15	5
pyro/poutine/trace_messenger.py	pyro/nn/module.py	1	15	20
pyro/poutine/trace_messenger.py	pyro/ops/gamma_gaussian.py	1	15	5
pyro/poutine/trace_messenger.py	pyro/ops/gaussian.py	1	15	12
pyro/poutine/trace_messenger.py	pyro/ops/hessian.py	1	15	2
pyro/poutine/trace_messenger.py	pyro/ops/ssm_gp.py	1	15	6
pyro/poutine/trace_messenger.py	pyro/ops/tensor_utils.py	1	15	15
pyro/poutine/trace_messenger.py	pyro/optim/pytorch_optimizers.py	1	15	5
pyro/poutine/trace_struct.py	examples/air/viz.py	1	22	6
pyro/poutine/trace_struct.py	examples/contrib/cevae/synthetic.py	1	22	8
pyro/poutine/trace_struct.py	examples/contrib/oed/gp_bayes_opt.py	1	22	9
pyro/poutine/trace_struct.py	examples/contrib/timeseries/gp_models.py	1	22	10
pyro/poutine/trace_struct.py	examples/dmm/util.py	1	22	2
pyro/poutine/trace_struct.py	examples/rsa/generics.py	1	22	19
pyro/poutine/trace_struct.py	examples/rsa/hyperbole.py	1	22	19
pyro/poutine/trace_struct.py	examples/smcfilter.py	1	22	3
pyro/poutine/trace_struct.py	examples/vae/utils/vae_plots.py	1	22	4
pyro/poutine/trace_struct.py	profiler/hmm.py	1	22	3
pyro/poutine/trace_struct.py	pyro/contrib/autoguide.py	1	22	3
pyro/poutine/trace_struct.py	pyro/contrib/cevae/__init__.py	1	22	3
pyro/poutine/trace_struct.py	pyro/contrib/examples/bart.py	1	22	6
pyro/poutine/trace_struct.py	pyro/contrib/examples/multi_mnist.py	1	22	3
pyro/poutine/trace_struct.py	pyro/contrib/oed/__init__.py	1	22	6
pyro/poutine/trace_struct.py	pyro/contrib/oed/glmm/__init__.py	1	22	2
pyro/poutine/trace_struct.py	pyro/contrib/oed/glmm/glmm.py	1	22	2
pyro/poutine/trace_struct.py	pyro/contrib/timeseries/__init__.py	1	22	9
pyro/poutine/trace_struct.py	pyro/contrib/timeseries/base.py	1	22	5
pyro/poutine/trace_struct.py	pyro/contrib/timeseries/gp.py	1	22	12
pyro/poutine/trace_struct.py	pyro/contrib/timeseries/lgssm.py	1	22	8
pyro/poutine/trace_struct.py	pyro/contrib/timeseries/lgssmgp.py	1	22	7
pyro/poutine/trace_struct.py	pyro/distributions/constraints.py	1	22	4
pyro/poutine/trace_struct.py	pyro/distributions/folded.py	1	22	2
pyro/poutine/trace_struct.py	pyro/distributions/kl.py	1	22	3
pyro/poutine/trace_struct.py	pyro/distributions/stable.py	1	22	9
pyro/poutine/trace_struct.py	pyro/distributions/testing/__init__.py	1	22	2
pyro/poutine/trace_struct.py	pyro/distributions/transforms/__init__.py	1	22	30
pyro/poutine/trace_struct.py	pyro/distributions/transforms/cholesky.py	1	22	4
pyro/poutine/trace_struct.py	pyro/infer/autoguide/__init__.py	1	22	6
pyro/poutine/trace_struct.py	pyro/infer/autoguide/guides.py	1	22	18
pyro/poutine/trace_struct.py	pyro/infer/autoguide/utils.py	1	22	2
pyro/poutine/trace_struct.py	pyro/infer/energy_distance.py	1	22	3
pyro/poutine/trace_struct.py	pyro/infer/mcmc/__init__.py	1	22	7
pyro/poutine/trace_struct.py	pyro/infer/predictive.py	1	22	6
pyro/poutine/trace_struct.py	pyro/infer/reparam/__init__.py	1	22	10
pyro/poutine/trace_struct.py	pyro/infer/reparam/loc_scale.py	1	22	3
pyro/poutine/trace_struct.py	pyro/infer/reparam/neutra.py	1	22	5
pyro/poutine/trace_struct.py	pyro/infer/reparam/reparam.py	1	22	3
pyro/poutine/trace_struct.py	pyro/infer/reparam/stable.py	1	22	8
pyro/poutine/trace_struct.py	pyro/infer/reparam/transform.py	1	22	2
pyro/poutine/trace_struct.py	pyro/infer/smcfilter.py	1	22	5
pyro/poutine/trace_struct.py	pyro/infer/tracetmc_elbo.py	1	22	5
pyro/poutine/trace_struct.py	pyro/nn/module.py	1	22	20
pyro/poutine/trace_struct.py	pyro/ops/gamma_gaussian.py	1	22	5
pyro/poutine/trace_struct.py	pyro/ops/gaussian.py	1	22	12
pyro/poutine/trace_struct.py	pyro/ops/hessian.py	1	22	2
pyro/poutine/trace_struct.py	pyro/ops/ssm_gp.py	1	22	6
pyro/poutine/trace_struct.py	pyro/ops/tensor_utils.py	1	22	15
pyro/poutine/trace_struct.py	pyro/optim/pytorch_optimizers.py	1	22	5
pyro/poutine/trace_struct.py	pyro/poutine/reparam_messenger.py	1	22	4
pyro/poutine/uncondition_messenger.py	examples/air/viz.py	1	5	6
pyro/poutine/uncondition_messenger.py	examples/contrib/cevae/synthetic.py	1	5	8
pyro/poutine/uncondition_messenger.py	examples/contrib/oed/gp_bayes_opt.py	1	5	9
pyro/poutine/uncondition_messenger.py	examples/contrib/timeseries/gp_models.py	1	5	10
pyro/poutine/uncondition_messenger.py	examples/dmm/polyphonic_data_loader.py	1	5	16
pyro/poutine/uncondition_messenger.py	examples/dmm/util.py	1	5	2
pyro/poutine/uncondition_messenger.py	examples/rsa/generics.py	1	5	19
pyro/poutine/uncondition_messenger.py	examples/rsa/hyperbole.py	1	5	19
pyro/poutine/uncondition_messenger.py	examples/smcfilter.py	1	5	3
pyro/poutine/uncondition_messenger.py	examples/sparse_regression.py	1	5	18
pyro/poutine/uncondition_messenger.py	examples/vae/utils/vae_plots.py	1	5	4
pyro/poutine/uncondition_messenger.py	profiler/hmm.py	1	5	3
pyro/poutine/uncondition_messenger.py	pyro/contrib/autoguide.py	1	5	3
pyro/poutine/uncondition_messenger.py	pyro/contrib/cevae/__init__.py	1	5	3
pyro/poutine/uncondition_messenger.py	pyro/contrib/examples/bart.py	1	5	6
pyro/poutine/uncondition_messenger.py	pyro/contrib/examples/multi_mnist.py	1	5	3
pyro/poutine/uncondition_messenger.py	pyro/contrib/oed/__init__.py	1	5	6
pyro/poutine/uncondition_messenger.py	pyro/contrib/oed/glmm/__init__.py	1	5	2
pyro/poutine/uncondition_messenger.py	pyro/contrib/oed/glmm/glmm.py	1	5	2
pyro/poutine/uncondition_messenger.py	pyro/contrib/timeseries/__init__.py	1	5	9
pyro/poutine/uncondition_messenger.py	pyro/contrib/timeseries/base.py	1	5	5
pyro/poutine/uncondition_messenger.py	pyro/contrib/timeseries/gp.py	1	5	12
pyro/poutine/uncondition_messenger.py	pyro/contrib/timeseries/lgssm.py	1	5	8
pyro/poutine/uncondition_messenger.py	pyro/contrib/timeseries/lgssmgp.py	1	5	7
pyro/poutine/uncondition_messenger.py	pyro/distributions/constraints.py	1	5	4
pyro/poutine/uncondition_messenger.py	pyro/distributions/folded.py	1	5	2
pyro/poutine/uncondition_messenger.py	pyro/distributions/kl.py	1	5	3
pyro/poutine/uncondition_messenger.py	pyro/distributions/testing/__init__.py	1	5	2
pyro/poutine/uncondition_messenger.py	pyro/distributions/transforms/__init__.py	1	5	30
pyro/poutine/uncondition_messenger.py	pyro/distributions/transforms/cholesky.py	1	5	4
pyro/poutine/uncondition_messenger.py	pyro/infer/autoguide/__init__.py	1	5	6
pyro/poutine/uncondition_messenger.py	pyro/infer/autoguide/guides.py	1	5	18
pyro/poutine/uncondition_messenger.py	pyro/infer/autoguide/utils.py	1	5	2
pyro/poutine/uncondition_messenger.py	pyro/infer/mcmc/__init__.py	1	5	7
pyro/poutine/uncondition_messenger.py	pyro/infer/predictive.py	1	5	6
pyro/poutine/uncondition_messenger.py	pyro/infer/reparam/__init__.py	1	5	10
pyro/poutine/uncondition_messenger.py	pyro/infer/reparam/loc_scale.py	1	5	3
pyro/poutine/uncondition_messenger.py	pyro/infer/reparam/neutra.py	1	5	5
pyro/poutine/uncondition_messenger.py	pyro/infer/reparam/reparam.py	1	5	3
pyro/poutine/uncondition_messenger.py	pyro/infer/reparam/stable.py	1	5	8
pyro/poutine/uncondition_messenger.py	pyro/infer/reparam/transform.py	1	5	2
pyro/poutine/uncondition_messenger.py	pyro/infer/smcfilter.py	1	5	5
pyro/poutine/uncondition_messenger.py	pyro/infer/tracetmc_elbo.py	1	5	5
pyro/poutine/uncondition_messenger.py	pyro/nn/module.py	1	5	20
pyro/poutine/uncondition_messenger.py	pyro/ops/gamma_gaussian.py	1	5	5
pyro/poutine/uncondition_messenger.py	pyro/ops/gaussian.py	1	5	12
pyro/poutine/uncondition_messenger.py	pyro/ops/hessian.py	1	5	2
pyro/poutine/uncondition_messenger.py	pyro/ops/ssm_gp.py	1	5	6
pyro/poutine/uncondition_messenger.py	pyro/ops/tensor_utils.py	1	5	15
pyro/poutine/uncondition_messenger.py	pyro/optim/pytorch_optimizers.py	1	5	5
pyro/poutine/uncondition_messenger.py	pyro/poutine/reparam_messenger.py	1	5	4
pyro/poutine/util.py	pyro/contrib/epidemiology/compartmental.py	1	13	33
pyro/poutine/util.py	examples/air/modules.py	1	13	6
pyro/poutine/util.py	examples/air/viz.py	1	13	6
pyro/poutine/util.py	examples/contrib/cevae/synthetic.py	1	13	8
pyro/poutine/util.py	examples/contrib/oed/gp_bayes_opt.py	1	13	9
pyro/poutine/util.py	examples/contrib/timeseries/gp_models.py	1	13	10
pyro/poutine/util.py	examples/dmm/polyphonic_data_loader.py	1	13	16
pyro/poutine/util.py	examples/dmm/util.py	1	13	2
pyro/poutine/util.py	examples/rsa/generics.py	1	13	19
pyro/poutine/util.py	examples/rsa/hyperbole.py	1	13	19
pyro/poutine/util.py	examples/rsa/semantic_parsing.py	1	13	20
pyro/poutine/util.py	examples/smcfilter.py	1	13	3
pyro/poutine/util.py	examples/sparse_regression.py	1	13	18
pyro/poutine/util.py	examples/vae/utils/custom_mlp.py	1	13	6
pyro/poutine/util.py	examples/vae/utils/vae_plots.py	1	13	4
pyro/poutine/util.py	profiler/hmm.py	1	13	3
pyro/poutine/util.py	pyro/contrib/autoguide.py	1	13	3
pyro/poutine/util.py	pyro/contrib/autoname/scoping.py	1	13	6
pyro/poutine/util.py	pyro/contrib/cevae/__init__.py	1	13	3
pyro/poutine/util.py	pyro/contrib/conjugate/infer.py	1	13	4
pyro/poutine/util.py	pyro/contrib/examples/bart.py	1	13	6
pyro/poutine/util.py	pyro/contrib/examples/multi_mnist.py	1	13	3
pyro/poutine/util.py	pyro/contrib/oed/__init__.py	1	13	6
pyro/poutine/util.py	pyro/contrib/oed/glmm/__init__.py	1	13	2
pyro/poutine/util.py	pyro/contrib/oed/glmm/glmm.py	1	13	2
pyro/poutine/util.py	pyro/contrib/oed/glmm/guides.py	1	13	3
pyro/poutine/util.py	pyro/contrib/oed/search.py	1	13	4
pyro/poutine/util.py	pyro/contrib/timeseries/__init__.py	1	13	9
pyro/poutine/util.py	pyro/contrib/timeseries/base.py	1	13	5
pyro/poutine/util.py	pyro/contrib/timeseries/gp.py	1	13	12
pyro/poutine/util.py	pyro/contrib/timeseries/lgssm.py	1	13	8
pyro/poutine/util.py	pyro/contrib/timeseries/lgssmgp.py	1	13	7
pyro/poutine/util.py	pyro/contrib/tracking/dynamic_models.py	1	13	7
pyro/poutine/util.py	pyro/contrib/tracking/extended_kalman_filter.py	1	13	8
pyro/poutine/util.py	pyro/contrib/tracking/measurements.py	1	13	5
pyro/poutine/util.py	pyro/distributions/conditional.py	1	13	5
pyro/poutine/util.py	pyro/distributions/constraints.py	1	13	4
pyro/poutine/util.py	pyro/distributions/folded.py	1	13	2
pyro/poutine/util.py	pyro/distributions/kl.py	1	13	3
pyro/poutine/util.py	pyro/distributions/multivariate_studentt.py	1	13	5
pyro/poutine/util.py	pyro/distributions/stable.py	1	13	9
pyro/poutine/util.py	pyro/distributions/testing/__init__.py	1	13	2
pyro/poutine/util.py	pyro/distributions/transforms/__init__.py	1	13	30
pyro/poutine/util.py	pyro/distributions/transforms/affine_autoregressive.py	1	13	11
pyro/poutine/util.py	pyro/distributions/transforms/batchnorm.py	1	13	7
pyro/poutine/util.py	pyro/distributions/transforms/cholesky.py	1	13	4
pyro/poutine/util.py	pyro/distributions/transforms/lower_cholesky_affine.py	1	13	5
pyro/poutine/util.py	pyro/distributions/transforms/neural_autoregressive.py	1	13	10
pyro/poutine/util.py	pyro/distributions/unit.py	1	13	3
pyro/poutine/util.py	pyro/distributions/zero_inflated.py	1	13	8
pyro/poutine/util.py	pyro/infer/autoguide/__init__.py	1	13	6
pyro/poutine/util.py	pyro/infer/autoguide/guides.py	1	13	18
pyro/poutine/util.py	pyro/infer/autoguide/initialization.py	1	13	7
pyro/poutine/util.py	pyro/infer/autoguide/utils.py	1	13	2
pyro/poutine/util.py	pyro/infer/energy_distance.py	1	13	3
pyro/poutine/util.py	pyro/infer/mcmc/__init__.py	1	13	7
pyro/poutine/util.py	pyro/infer/mcmc/adaptation.py	1	13	11
pyro/poutine/util.py	pyro/infer/mcmc/logger.py	1	13	12
pyro/poutine/util.py	pyro/infer/predictive.py	1	13	6
pyro/poutine/util.py	pyro/infer/reparam/__init__.py	1	13	10
pyro/poutine/util.py	pyro/infer/reparam/loc_scale.py	1	13	3
pyro/poutine/util.py	pyro/infer/reparam/neutra.py	1	13	5
pyro/poutine/util.py	pyro/infer/reparam/reparam.py	1	13	3
pyro/poutine/util.py	pyro/infer/reparam/stable.py	1	13	8
pyro/poutine/util.py	pyro/infer/reparam/transform.py	1	13	2
pyro/poutine/util.py	pyro/infer/rws.py	1	13	4
pyro/poutine/util.py	pyro/infer/smcfilter.py	1	13	5
pyro/poutine/util.py	pyro/infer/svgd.py	1	13	7
pyro/poutine/util.py	pyro/infer/tracetmc_elbo.py	1	13	5
pyro/poutine/util.py	pyro/nn/module.py	1	13	20
pyro/poutine/util.py	pyro/ops/gamma_gaussian.py	1	13	5
pyro/poutine/util.py	pyro/ops/gaussian.py	1	13	12
pyro/poutine/util.py	pyro/ops/hessian.py	1	13	2
pyro/poutine/util.py	pyro/ops/ssm_gp.py	1	13	6
pyro/poutine/util.py	pyro/ops/tensor_utils.py	1	13	15
pyro/poutine/util.py	pyro/ops/welford.py	1	13	6
pyro/poutine/util.py	pyro/optim/pytorch_optimizers.py	1	13	5
pyro/poutine/util.py	pyro/poutine/do_messenger.py	1	13	3
pyro/poutine/util.py	pyro/poutine/enum_messenger.py	1	13	4
pyro/poutine/util.py	pyro/poutine/reparam_messenger.py	1	13	4
pyro/poutine/util.py	pyro/poutine/seed_messenger.py	1	13	3
pyro/primitives.py	pyro/optim/dct_adam.py	1	35	4
pyro/primitives.py	pyro/contrib/forecast/__init__.py	1	35	3
pyro/primitives.py	pyro/contrib/forecast/evaluate.py	1	35	8
pyro/primitives.py	examples/air/viz.py	1	35	6
pyro/primitives.py	examples/contrib/cevae/synthetic.py	1	35	8
pyro/primitives.py	examples/contrib/oed/gp_bayes_opt.py	1	35	9
pyro/primitives.py	examples/contrib/timeseries/gp_models.py	1	35	10
pyro/primitives.py	examples/dmm/util.py	1	35	2
pyro/primitives.py	examples/smcfilter.py	1	35	3
pyro/primitives.py	examples/sparse_regression.py	1	35	18
pyro/primitives.py	examples/vae/utils/vae_plots.py	1	35	4
pyro/primitives.py	profiler/hmm.py	1	35	3
pyro/primitives.py	pyro/contrib/autoguide.py	1	35	3
pyro/primitives.py	pyro/contrib/cevae/__init__.py	1	35	3
pyro/primitives.py	pyro/contrib/examples/bart.py	1	35	6
pyro/primitives.py	pyro/contrib/examples/multi_mnist.py	1	35	3
pyro/primitives.py	pyro/contrib/oed/__init__.py	1	35	6
pyro/primitives.py	pyro/contrib/oed/glmm/__init__.py	1	35	2
pyro/primitives.py	pyro/contrib/oed/glmm/glmm.py	1	35	2
pyro/primitives.py	pyro/contrib/timeseries/__init__.py	1	35	9
pyro/primitives.py	pyro/contrib/timeseries/base.py	1	35	5
pyro/primitives.py	pyro/contrib/timeseries/gp.py	1	35	12
pyro/primitives.py	pyro/contrib/timeseries/lgssm.py	1	35	8
pyro/primitives.py	pyro/contrib/timeseries/lgssmgp.py	1	35	7
pyro/primitives.py	pyro/distributions/constraints.py	1	35	4
pyro/primitives.py	pyro/distributions/folded.py	1	35	2
pyro/primitives.py	pyro/distributions/kl.py	1	35	3
pyro/primitives.py	pyro/distributions/stable.py	1	35	9
pyro/primitives.py	pyro/distributions/testing/__init__.py	1	35	2
pyro/primitives.py	pyro/distributions/transforms/__init__.py	1	35	30
pyro/primitives.py	pyro/distributions/transforms/cholesky.py	1	35	4
pyro/primitives.py	pyro/infer/autoguide/__init__.py	1	35	6
pyro/primitives.py	pyro/infer/autoguide/utils.py	1	35	2
pyro/primitives.py	pyro/infer/energy_distance.py	1	35	3
pyro/primitives.py	pyro/infer/mcmc/__init__.py	1	35	7
pyro/primitives.py	pyro/infer/reparam/__init__.py	1	35	10
pyro/primitives.py	pyro/infer/reparam/loc_scale.py	1	35	3
pyro/primitives.py	pyro/infer/reparam/neutra.py	1	35	5
pyro/primitives.py	pyro/infer/reparam/reparam.py	1	35	3
pyro/primitives.py	pyro/infer/reparam/stable.py	1	35	8
pyro/primitives.py	pyro/infer/reparam/transform.py	1	35	2
pyro/primitives.py	pyro/infer/smcfilter.py	1	35	5
pyro/primitives.py	pyro/infer/tracetmc_elbo.py	1	35	5
pyro/primitives.py	pyro/nn/module.py	1	35	20
pyro/primitives.py	pyro/ops/gamma_gaussian.py	1	35	5
pyro/primitives.py	pyro/ops/gaussian.py	1	35	12
pyro/primitives.py	pyro/ops/hessian.py	1	35	2
pyro/primitives.py	pyro/ops/ssm_gp.py	1	35	6
pyro/primitives.py	pyro/ops/tensor_utils.py	1	35	15
pyro/primitives.py	pyro/optim/pytorch_optimizers.py	1	35	5
pyro/primitives.py	pyro/poutine/reparam_messenger.py	1	35	4
pyro/util.py	examples/air/viz.py	1	141	6
pyro/util.py	examples/contrib/oed/gp_bayes_opt.py	1	141	9
pyro/util.py	examples/smcfilter.py	1	141	3
pyro/util.py	examples/vae/utils/vae_plots.py	1	141	4
pyro/util.py	pyro/contrib/autoguide.py	1	141	3
pyro/util.py	pyro/contrib/cevae/__init__.py	1	141	3
pyro/util.py	pyro/contrib/examples/bart.py	1	141	6
pyro/util.py	pyro/contrib/examples/multi_mnist.py	1	141	3
pyro/util.py	pyro/contrib/oed/__init__.py	1	141	6
pyro/util.py	pyro/contrib/oed/glmm/__init__.py	1	141	2
pyro/util.py	pyro/contrib/oed/glmm/glmm.py	1	141	2
pyro/util.py	pyro/contrib/timeseries/__init__.py	1	141	9
pyro/util.py	pyro/contrib/timeseries/base.py	1	141	5
pyro/util.py	pyro/contrib/timeseries/gp.py	1	141	12
pyro/util.py	pyro/contrib/timeseries/lgssm.py	1	141	8
pyro/util.py	pyro/contrib/timeseries/lgssmgp.py	1	141	7
pyro/util.py	pyro/distributions/constraints.py	1	141	4
pyro/util.py	pyro/distributions/folded.py	1	141	2
pyro/util.py	pyro/distributions/kl.py	1	141	3
pyro/util.py	pyro/distributions/stable.py	1	141	9
pyro/util.py	pyro/distributions/testing/__init__.py	1	141	2
pyro/util.py	pyro/distributions/transforms/__init__.py	1	141	30
pyro/util.py	pyro/distributions/transforms/cholesky.py	1	141	4
pyro/util.py	pyro/infer/autoguide/__init__.py	1	141	6
pyro/util.py	pyro/infer/autoguide/guides.py	1	141	18
pyro/util.py	pyro/infer/autoguide/utils.py	1	141	2
pyro/util.py	pyro/infer/energy_distance.py	1	141	3
pyro/util.py	pyro/infer/mcmc/__init__.py	1	141	7
pyro/util.py	pyro/infer/predictive.py	1	141	6
pyro/util.py	pyro/infer/reparam/__init__.py	1	141	10
pyro/util.py	pyro/infer/reparam/loc_scale.py	1	141	3
pyro/util.py	pyro/infer/reparam/neutra.py	1	141	5
pyro/util.py	pyro/infer/reparam/reparam.py	1	141	3
pyro/util.py	pyro/infer/reparam/stable.py	1	141	8
pyro/util.py	pyro/infer/reparam/transform.py	1	141	2
pyro/util.py	pyro/infer/smcfilter.py	1	141	5
pyro/util.py	pyro/infer/tracetmc_elbo.py	1	141	5
pyro/util.py	pyro/ops/gamma_gaussian.py	1	141	5
pyro/util.py	pyro/ops/gaussian.py	1	141	12
pyro/util.py	pyro/ops/hessian.py	1	141	2
pyro/util.py	pyro/ops/ssm_gp.py	1	141	6
pyro/util.py	pyro/ops/tensor_utils.py	1	141	15
pyro/util.py	pyro/optim/pytorch_optimizers.py	1	141	5
pyro/util.py	pyro/poutine/reparam_messenger.py	1	141	4
scripts/update_headers.py	examples/air/air.py	1	4	36
scripts/update_headers.py	examples/air/main.py	1	4	37
scripts/update_headers.py	examples/air/modules.py	1	4	6
scripts/update_headers.py	examples/air/viz.py	1	4	6
scripts/update_headers.py	examples/baseball.py	1	4	46
scripts/update_headers.py	examples/capture_recapture/cjs.py	1	4	9
scripts/update_headers.py	examples/contrib/autoname/mixture.py	1	4	22
scripts/update_headers.py	examples/contrib/autoname/scoping_mixture.py	1	4	22
scripts/update_headers.py	examples/contrib/autoname/tree_data.py	1	4	21
scripts/update_headers.py	examples/contrib/cevae/synthetic.py	1	4	8
scripts/update_headers.py	examples/contrib/gp/sv-dkl.py	1	4	34
scripts/update_headers.py	examples/contrib/oed/gp_bayes_opt.py	1	4	9
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tutorial/source/effect_handlers.ipynb	pyro/contrib/gp/likelihoods/poisson.py	1	10	11
tutorial/source/effect_handlers.ipynb	pyro/contrib/gp/models/gplvm.py	1	10	12
tutorial/source/effect_handlers.ipynb	pyro/contrib/gp/models/gpr.py	1	10	27
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tutorial/source/effect_handlers.ipynb	pyro/distributions/diag_normal_mixture.py	1	10	8
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tutorial/source/effect_handlers.ipynb	pyro/distributions/empirical.py	1	10	13
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tutorial/source/effect_handlers.ipynb	pyro/distributions/relaxed_straight_through.py	1	10	8
tutorial/source/effect_handlers.ipynb	pyro/distributions/spanning_tree.py	1	10	7
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tutorial/source/effect_handlers.ipynb	pyro/distributions/torch.py	1	10	40
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tutorial/source/effect_handlers.ipynb	pyro/distributions/transforms/block_autoregressive.py	1	10	12
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tutorial/source/effect_handlers.ipynb	pyro/distributions/transforms/neural_autoregressive.py	1	10	10
tutorial/source/effect_handlers.ipynb	pyro/distributions/transforms/permute.py	1	10	13
tutorial/source/effect_handlers.ipynb	pyro/distributions/transforms/planar.py	1	10	16
tutorial/source/effect_handlers.ipynb	pyro/distributions/transforms/polynomial.py	1	10	9
tutorial/source/effect_handlers.ipynb	pyro/distributions/transforms/radial.py	1	10	15
tutorial/source/effect_handlers.ipynb	pyro/distributions/transforms/sylvester.py	1	10	12
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tutorial/source/effect_handlers.ipynb	pyro/distributions/von_mises_3d.py	1	10	4
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tutorial/source/effect_handlers.ipynb	pyro/infer/abstract_infer.py	1	10	64
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tutorial/source/effect_handlers.ipynb	pyro/infer/mcmc/hmc.py	1	10	77
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tutorial/source/elections.ipynb	tutorial/source/ekf.ipynb	1	4	23
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tutorial/source/enumeration.ipynb	examples/toy_mixture_model_discrete_enumeration.py	1	27	2
tutorial/source/enumeration.ipynb	pyro/contrib/epidemiology/compartmental.py	1	27	33
tutorial/source/enumeration.ipynb	tutorial/source/cleannb.py	1	27	4
tutorial/source/enumeration.ipynb	tutorial/source/elections.ipynb	1	27	4
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tutorial/source/enumeration.ipynb	pyro/infer/renyi_elbo.py	1	27	14
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tutorial/source/enumeration.ipynb	pyro/infer/abstract_infer.py	1	27	64
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tutorial/source/enumeration.ipynb	examples/capture_recapture/cjs.py	1	27	9
tutorial/source/enumeration.ipynb	pyro/contrib/__init__.py	1	27	17
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tutorial/source/enumeration.ipynb	pyro/contrib/easyguide/easyguide.py	1	27	9
tutorial/source/enumeration.ipynb	pyro/contrib/gp/parameterized.py	1	27	8
tutorial/source/enumeration.ipynb	pyro/contrib/oed/eig.py	1	27	17
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tutorial/source/enumeration.ipynb	pyro/ops/hessian.py	1	27	2
tutorial/source/enumeration.ipynb	pyro/infer/enum.py	1	27	32
tutorial/source/enumeration.ipynb	pyro/infer/mcmc/hmc.py	1	27	77
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tutorial/source/intro_part_i.ipynb	pyro/poutine/trace_struct.py	1	20	22
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tutorial/source/intro_part_i.ipynb	pyro/distributions/testing/naive_dirichlet.py	1	20	7
tutorial/source/intro_part_i.ipynb	pyro/distributions/torch.py	1	20	40
tutorial/source/intro_part_i.ipynb	pyro/distributions/util.py	1	20	62
tutorial/source/intro_part_i.ipynb	pyro/ops/dual_averaging.py	1	20	7
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tutorial/source/intro_part_i.ipynb	pyro/distributions/rejector.py	1	20	10
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tutorial/source/intro_part_i.ipynb	pyro/distributions/torch_distribution.py	1	20	39
tutorial/source/intro_part_i.ipynb	pyro/infer/importance.py	1	20	33
tutorial/source/intro_part_i.ipynb	pyro/infer/trace_elbo.py	1	20	59
tutorial/source/intro_part_i.ipynb	pyro/infer/traceenum_elbo.py	1	20	64
tutorial/source/intro_part_i.ipynb	pyro/infer/tracegraph_elbo.py	1	20	70
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tutorial/source/intro_part_i.ipynb	examples/dmm/polyphonic_data_loader.py	1	20	16
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tutorial/source/intro_part_i.ipynb	pyro/infer/abstract_infer.py	1	20	64
tutorial/source/intro_part_i.ipynb	pyro/nn/auto_reg_nn.py	1	20	25
tutorial/source/jit.ipynb	examples/contrib/epidemiology/regional.py	1	23	10
tutorial/source/jit.ipynb	examples/contrib/epidemiology/sir.py	1	23	21
tutorial/source/jit.ipynb	examples/sir_hmc.py	1	23	11
tutorial/source/jit.ipynb	examples/toy_mixture_model_discrete_enumeration.py	1	23	2
tutorial/source/jit.ipynb	tutorial/source/cleannb.py	1	23	4
tutorial/source/jit.ipynb	tutorial/source/elections.ipynb	1	23	4
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tutorial/source/jit.ipynb	pyro/infer/mcmc/nuts.py	1	23	59
tutorial/source/jit.ipynb	pyro/infer/renyi_elbo.py	1	23	14
tutorial/source/jit.ipynb	pyro/distributions/torch_patch.py	1	23	27
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tutorial/source/jit.ipynb	examples/capture_recapture/cjs.py	1	23	9
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tutorial/source/jit.ipynb	pyro/infer/autoguide/__init__.py	1	23	6
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tutorial/source/jit.ipynb	pyro/infer/autoguide/initialization.py	1	23	7
tutorial/source/jit.ipynb	pyro/infer/autoguide/utils.py	1	23	2
tutorial/source/jit.ipynb	pyro/ops/hessian.py	1	23	2
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tutorial/source/modules.ipynb	examples/air/main.py	1	4	37
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tutorial/source/modules.ipynb	examples/contrib/autoname/scoping_mixture.py	1	4	22
tutorial/source/modules.ipynb	examples/contrib/autoname/tree_data.py	1	4	21
tutorial/source/modules.ipynb	examples/contrib/cevae/synthetic.py	1	4	8
tutorial/source/modules.ipynb	examples/contrib/epidemiology/regional.py	1	4	10
tutorial/source/modules.ipynb	examples/contrib/epidemiology/sir.py	1	4	21
tutorial/source/modules.ipynb	examples/contrib/forecast/bart.py	1	4	6
tutorial/source/modules.ipynb	examples/contrib/gp/sv-dkl.py	1	4	34
tutorial/source/modules.ipynb	examples/contrib/timeseries/gp_models.py	1	4	10
tutorial/source/modules.ipynb	examples/dmm/dmm.py	1	4	56
tutorial/source/modules.ipynb	examples/eight_schools/mcmc.py	1	4	29
tutorial/source/modules.ipynb	examples/eight_schools/svi.py	1	4	22
tutorial/source/modules.ipynb	examples/hmm.py	1	4	45
tutorial/source/modules.ipynb	examples/inclined_plane.py	1	4	35
tutorial/source/modules.ipynb	examples/lda.py	1	4	25
tutorial/source/modules.ipynb	examples/lkj.py	1	4	20
tutorial/source/modules.ipynb	examples/minipyro.py	1	4	26
tutorial/source/modules.ipynb	examples/neutra.py	1	4	6
tutorial/source/modules.ipynb	examples/rsa/generics.py	1	4	19
tutorial/source/modules.ipynb	examples/rsa/hyperbole.py	1	4	19
tutorial/source/modules.ipynb	examples/rsa/schelling.py	1	4	19
tutorial/source/modules.ipynb	examples/rsa/schelling_false.py	1	4	19
tutorial/source/modules.ipynb	examples/rsa/semantic_parsing.py	1	4	20
tutorial/source/modules.ipynb	examples/sir_hmc.py	1	4	11
tutorial/source/modules.ipynb	examples/sparse_gamma_def.py	1	4	28
tutorial/source/modules.ipynb	examples/sparse_regression.py	1	4	18
tutorial/source/modules.ipynb	examples/toy_mixture_model_discrete_enumeration.py	1	4	2
tutorial/source/modules.ipynb	examples/vae/ss_vae_M2.py	1	4	34
tutorial/source/modules.ipynb	examples/vae/vae.py	1	4	29
tutorial/source/modules.ipynb	examples/vae/vae_comparison.py	1	4	29
tutorial/source/modules.ipynb	pyro/__init__.py	1	4	176
tutorial/source/modules.ipynb	tutorial/source/cleannb.py	1	4	4
tutorial/source/modules.ipynb	tutorial/source/custom_objectives.ipynb	1	4	11
tutorial/source/modules.ipynb	tutorial/source/effect_handlers.ipynb	1	4	10
tutorial/source/modules.ipynb	tutorial/source/elections.ipynb	1	4	4
tutorial/source/modules.ipynb	tutorial/source/intro_part_i.ipynb	1	4	20
tutorial/source/modules.ipynb	pyro/infer/mcmc/api.py	1	4	24
tutorial/source/modules.ipynb	pyro/infer/mcmc/hmc.py	1	4	77
tutorial/source/modules.ipynb	pyro/infer/mcmc/util.py	1	4	35
tutorial/source/modules.ipynb	pyro/poutine/handlers.py	1	4	30
tutorial/source/search_inference.py	tutorial/source/effect_handlers.ipynb	1	7	10
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tutorial/source/search_inference.py	examples/contrib/oed/gp_bayes_opt.py	1	7	9
tutorial/source/search_inference.py	examples/contrib/timeseries/gp_models.py	1	7	10
tutorial/source/search_inference.py	examples/dmm/util.py	1	7	2
tutorial/source/search_inference.py	examples/rsa/generics.py	1	7	19
tutorial/source/search_inference.py	examples/rsa/hyperbole.py	1	7	19
tutorial/source/search_inference.py	examples/smcfilter.py	1	7	3
tutorial/source/search_inference.py	examples/sparse_regression.py	1	7	18
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tutorial/source/search_inference.py	profiler/hmm.py	1	7	3
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tutorial/source/search_inference.py	pyro/contrib/cevae/__init__.py	1	7	3
tutorial/source/search_inference.py	pyro/contrib/examples/bart.py	1	7	6
tutorial/source/search_inference.py	pyro/contrib/examples/multi_mnist.py	1	7	3
tutorial/source/search_inference.py	pyro/contrib/oed/__init__.py	1	7	6
tutorial/source/search_inference.py	pyro/contrib/oed/glmm/__init__.py	1	7	2
tutorial/source/search_inference.py	pyro/contrib/oed/glmm/glmm.py	1	7	2
tutorial/source/search_inference.py	pyro/contrib/timeseries/__init__.py	1	7	9
tutorial/source/search_inference.py	pyro/contrib/timeseries/base.py	1	7	5
tutorial/source/search_inference.py	pyro/contrib/timeseries/gp.py	1	7	12
tutorial/source/search_inference.py	pyro/contrib/timeseries/lgssm.py	1	7	8
tutorial/source/search_inference.py	pyro/contrib/timeseries/lgssmgp.py	1	7	7
tutorial/source/search_inference.py	pyro/distributions/constraints.py	1	7	4
tutorial/source/search_inference.py	pyro/distributions/folded.py	1	7	2
tutorial/source/search_inference.py	pyro/distributions/kl.py	1	7	3
tutorial/source/search_inference.py	pyro/distributions/stable.py	1	7	9
tutorial/source/search_inference.py	pyro/distributions/testing/__init__.py	1	7	2
tutorial/source/search_inference.py	pyro/distributions/transforms/__init__.py	1	7	30
tutorial/source/search_inference.py	pyro/distributions/transforms/cholesky.py	1	7	4
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tutorial/source/search_inference.py	pyro/infer/autoguide/utils.py	1	7	2
tutorial/source/search_inference.py	pyro/infer/energy_distance.py	1	7	3
tutorial/source/search_inference.py	pyro/infer/mcmc/__init__.py	1	7	7
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tutorial/source/search_inference.py	pyro/infer/reparam/loc_scale.py	1	7	3
tutorial/source/search_inference.py	pyro/infer/reparam/neutra.py	1	7	5
tutorial/source/search_inference.py	pyro/infer/reparam/reparam.py	1	7	3
tutorial/source/search_inference.py	pyro/infer/reparam/stable.py	1	7	8
tutorial/source/search_inference.py	pyro/infer/reparam/transform.py	1	7	2
tutorial/source/search_inference.py	pyro/infer/smcfilter.py	1	7	5
tutorial/source/search_inference.py	pyro/infer/tracetmc_elbo.py	1	7	5
tutorial/source/search_inference.py	pyro/nn/module.py	1	7	20
tutorial/source/search_inference.py	pyro/ops/gamma_gaussian.py	1	7	5
tutorial/source/search_inference.py	pyro/ops/gaussian.py	1	7	12
tutorial/source/search_inference.py	pyro/ops/hessian.py	1	7	2
tutorial/source/search_inference.py	pyro/ops/ssm_gp.py	1	7	6
tutorial/source/search_inference.py	pyro/ops/tensor_utils.py	1	7	15
tutorial/source/search_inference.py	pyro/optim/pytorch_optimizers.py	1	7	5
tutorial/source/search_inference.py	pyro/poutine/reparam_messenger.py	1	7	4
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tutorial/source/search_inference.py	tutorial/source/cleannb.py	1	7	4
tutorial/source/search_inference.py	tutorial/source/conf.py	1	7	12
tutorial/source/ss-vae.ipynb	tutorial/source/easyguide.ipynb	1	26	15
tutorial/source/ss-vae.ipynb	tutorial/source/ekf.ipynb	1	26	23
tutorial/source/ss-vae.ipynb	tutorial/source/elections.ipynb	1	26	4
tutorial/source/ss-vae.ipynb	tutorial/source/modules.ipynb	1	26	4
tutorial/source/ss-vae.ipynb	pyro/contrib/autoname/named.py	1	26	5
tutorial/source/ss-vae.ipynb	examples/baseball.py	1	26	46
tutorial/source/ss-vae.ipynb	pyro/contrib/gp/likelihoods/binary.py	1	26	17
tutorial/source/ss-vae.ipynb	pyro/contrib/gp/likelihoods/gaussian.py	1	26	18
tutorial/source/ss-vae.ipynb	pyro/contrib/gp/likelihoods/multi_class.py	1	26	15
tutorial/source/ss-vae.ipynb	pyro/contrib/gp/likelihoods/poisson.py	1	26	11
tutorial/source/ss-vae.ipynb	pyro/contrib/gp/models/gplvm.py	1	26	12
tutorial/source/ss-vae.ipynb	pyro/contrib/gp/models/gpr.py	1	26	27
tutorial/source/ss-vae.ipynb	pyro/contrib/gp/models/sgpr.py	1	26	32
tutorial/source/ss-vae.ipynb	pyro/contrib/gp/models/vgp.py	1	26	21
tutorial/source/ss-vae.ipynb	pyro/contrib/gp/models/vsgp.py	1	26	11
tutorial/source/ss-vae.ipynb	examples/contrib/autoname/scoping_mixture.py	1	26	22
tutorial/source/ss-vae.ipynb	examples/lda.py	1	26	25
tutorial/source/ss-vae.ipynb	pyro/distributions/mixture.py	1	26	8
tutorial/source/ss-vae.ipynb	pyro/infer/mcmc/util.py	1	26	35
tutorial/source/ss-vae.ipynb	pyro/ops/contract.py	1	26	21
tutorial/source/ss-vae.ipynb	pyro/poutine/broadcast_messenger.py	1	26	9
tutorial/source/ss-vae.ipynb	pyro/poutine/handlers.py	1	26	30
tutorial/source/ss-vae.ipynb	pyro/poutine/indep_messenger.py	1	26	11
tutorial/source/ss-vae.ipynb	pyro/poutine/plate_messenger.py	1	26	5
tutorial/source/ss-vae.ipynb	pyro/poutine/runtime.py	1	26	16
tutorial/source/ss-vae.ipynb	pyro/poutine/subsample_messenger.py	1	26	13
tutorial/source/ss-vae.ipynb	pyro/poutine/trace_struct.py	1	26	22
tutorial/source/ss-vae.ipynb	pyro/poutine/util.py	1	26	13
tutorial/source/ss-vae.ipynb	pyro/primitives.py	1	26	35
tutorial/source/ss-vae.ipynb	setup.py	1	26	104
tutorial/source/ss-vae.ipynb	tutorial/source/conf.py	1	26	12
tutorial/source/ss-vae.ipynb	pyro/distributions/delta.py	1	26	44
tutorial/source/ss-vae.ipynb	pyro/distributions/omt_mvn.py	1	26	18
tutorial/source/ss-vae.ipynb	pyro/infer/svi.py	1	26	28
tutorial/source/ss-vae.ipynb	pyro/nn/auto_reg_nn.py	1	26	25
tutorial/source/ss-vae.ipynb	pyro/optim/clipped_adam.py	1	26	10
tutorial/source/ss-vae.ipynb	examples/air/modules.py	1	26	6
tutorial/source/ss-vae.ipynb	pyro/distributions/testing/naive_dirichlet.py	1	26	7
tutorial/source/ss-vae.ipynb	pyro/distributions/torch.py	1	26	40
tutorial/source/ss-vae.ipynb	pyro/ops/dual_averaging.py	1	26	7
tutorial/source/ss-vae.ipynb	examples/air/main.py	1	26	37
tutorial/source/ss-vae.ipynb	examples/dmm/polyphonic_data_loader.py	1	26	16
tutorial/source/ss-vae.ipynb	pyro/infer/__init__.py	1	26	44
tutorial/source/ss-vae.ipynb	pyro/distributions/score_parts.py	1	26	7
tutorial/source/ss-vae.ipynb	pyro/distributions/__init__.py	1	26	114
tutorial/source/svi_part_i.ipynb	examples/contrib/epidemiology/regional.py	1	39	10
tutorial/source/svi_part_i.ipynb	examples/contrib/epidemiology/sir.py	1	39	21
tutorial/source/svi_part_i.ipynb	examples/sir_hmc.py	1	39	11
tutorial/source/svi_part_i.ipynb	examples/toy_mixture_model_discrete_enumeration.py	1	39	2
tutorial/source/svi_part_i.ipynb	tutorial/source/custom_objectives.ipynb	1	39	11
tutorial/source/svi_part_i.ipynb	tutorial/source/effect_handlers.ipynb	1	39	10
tutorial/source/svi_part_i.ipynb	tutorial/source/elections.ipynb	1	39	4
tutorial/source/svi_part_i.ipynb	pyro/infer/mcmc/logger.py	1	39	12
tutorial/source/svi_part_i.ipynb	examples/capture_recapture/cjs.py	1	39	9
tutorial/source/svi_part_i.ipynb	examples/eight_schools/data.py	1	39	3
tutorial/source/svi_part_i.ipynb	examples/einsum.py	1	39	3
tutorial/source/svi_part_i.ipynb	examples/mixed_hmm/experiment.py	1	39	3
tutorial/source/svi_part_i.ipynb	examples/mixed_hmm/model.py	1	39	4
tutorial/source/svi_part_i.ipynb	examples/mixed_hmm/seal_data.py	1	39	5
tutorial/source/svi_part_i.ipynb	examples/rsa/search_inference.py	1	39	9
tutorial/source/svi_part_i.ipynb	profiler/distributions.py	1	39	11
tutorial/source/svi_part_i.ipynb	profiler/profiling_utils.py	1	39	5
tutorial/source/svi_part_i.ipynb	pyro/contrib/__init__.py	1	39	17
tutorial/source/svi_part_i.ipynb	pyro/contrib/autoname/__init__.py	1	39	5
tutorial/source/svi_part_i.ipynb	pyro/contrib/autoname/named.py	1	39	5
tutorial/source/svi_part_i.ipynb	pyro/contrib/bnn/__init__.py	1	39	3
tutorial/source/svi_part_i.ipynb	pyro/contrib/bnn/hidden_layer.py	1	39	3
tutorial/source/svi_part_i.ipynb	pyro/contrib/bnn/utils.py	1	39	3
tutorial/source/svi_part_i.ipynb	pyro/contrib/easyguide/__init__.py	1	39	3
tutorial/source/svi_part_i.ipynb	pyro/contrib/easyguide/easyguide.py	1	39	9
tutorial/source/svi_part_i.ipynb	pyro/contrib/examples/util.py	1	39	9
tutorial/source/svi_part_i.ipynb	pyro/contrib/gp/__init__.py	1	39	14
tutorial/source/svi_part_i.ipynb	pyro/contrib/gp/kernels/__init__.py	1	39	12
tutorial/source/svi_part_i.ipynb	pyro/contrib/gp/kernels/brownian.py	1	39	12
tutorial/source/svi_part_i.ipynb	pyro/contrib/gp/kernels/coregionalize.py	1	39	9
tutorial/source/svi_part_i.ipynb	pyro/contrib/gp/kernels/dot_product.py	1	39	13
tutorial/source/svi_part_i.ipynb	pyro/contrib/gp/kernels/isotropic.py	1	39	14
tutorial/source/svi_part_i.ipynb	pyro/contrib/gp/kernels/periodic.py	1	39	12
tutorial/source/svi_part_i.ipynb	pyro/contrib/gp/kernels/static.py	1	39	13
tutorial/source/svi_part_i.ipynb	pyro/contrib/gp/likelihoods/__init__.py	1	39	8
tutorial/source/svi_part_i.ipynb	pyro/contrib/gp/likelihoods/binary.py	1	39	17
tutorial/source/svi_part_i.ipynb	pyro/contrib/gp/likelihoods/gaussian.py	1	39	18
tutorial/source/svi_part_i.ipynb	pyro/contrib/gp/likelihoods/likelihood.py	1	39	12
tutorial/source/svi_part_i.ipynb	pyro/contrib/gp/likelihoods/multi_class.py	1	39	15
tutorial/source/svi_part_i.ipynb	pyro/contrib/gp/likelihoods/poisson.py	1	39	11
tutorial/source/svi_part_i.ipynb	pyro/contrib/gp/models/gplvm.py	1	39	12
tutorial/source/svi_part_i.ipynb	pyro/contrib/gp/parameterized.py	1	39	8
tutorial/source/svi_part_i.ipynb	pyro/contrib/gp/util.py	1	39	19
tutorial/source/svi_part_i.ipynb	pyro/contrib/minipyro.py	1	39	17
tutorial/source/svi_part_i.ipynb	pyro/contrib/oed/eig.py	1	39	17
tutorial/source/svi_part_i.ipynb	pyro/contrib/oed/util.py	1	39	8
tutorial/source/svi_part_i.ipynb	pyro/contrib/tracking/__init__.py	1	39	3
tutorial/source/svi_part_i.ipynb	pyro/contrib/tracking/assignment.py	1	39	9
tutorial/source/svi_part_i.ipynb	pyro/contrib/tracking/distributions.py	1	39	6
tutorial/source/svi_part_i.ipynb	pyro/contrib/tracking/hashing.py	1	39	8
tutorial/source/svi_part_i.ipynb	pyro/contrib/util.py	1	39	6
tutorial/source/svi_part_i.ipynb	pyro/distributions/avf_mvn.py	1	39	6
tutorial/source/svi_part_i.ipynb	pyro/distributions/conjugate.py	1	39	13
tutorial/source/svi_part_i.ipynb	pyro/distributions/diag_normal_mixture.py	1	39	8
tutorial/source/svi_part_i.ipynb	pyro/distributions/diag_normal_mixture_shared_cov.py	1	39	9
tutorial/source/svi_part_i.ipynb	pyro/distributions/empirical.py	1	39	13
tutorial/source/svi_part_i.ipynb	pyro/distributions/gaussian_scale_mixture.py	1	39	9
tutorial/source/svi_part_i.ipynb	pyro/distributions/hmm.py	1	39	30
tutorial/source/svi_part_i.ipynb	pyro/distributions/inverse_gamma.py	1	39	6
tutorial/source/svi_part_i.ipynb	pyro/distributions/lkj.py	1	39	10
tutorial/source/svi_part_i.ipynb	pyro/distributions/mixture.py	1	39	8
tutorial/source/svi_part_i.ipynb	pyro/distributions/rejector.py	1	39	10
tutorial/source/svi_part_i.ipynb	pyro/distributions/relaxed_straight_through.py	1	39	8
tutorial/source/svi_part_i.ipynb	pyro/distributions/score_parts.py	1	39	7
tutorial/source/svi_part_i.ipynb	pyro/distributions/spanning_tree.py	1	39	7
tutorial/source/svi_part_i.ipynb	pyro/distributions/testing/fakes.py	1	39	7
tutorial/source/svi_part_i.ipynb	pyro/distributions/testing/naive_dirichlet.py	1	39	7
tutorial/source/svi_part_i.ipynb	pyro/distributions/testing/rejection_exponential.py	1	39	9
tutorial/source/svi_part_i.ipynb	pyro/distributions/torch.py	1	39	40
tutorial/source/svi_part_i.ipynb	pyro/distributions/torch_transform.py	1	39	7
tutorial/source/svi_part_i.ipynb	pyro/distributions/transforms/affine_coupling.py	1	39	13
tutorial/source/svi_part_i.ipynb	pyro/distributions/transforms/block_autoregressive.py	1	39	12
tutorial/source/svi_part_i.ipynb	pyro/distributions/transforms/householder.py	1	39	11
tutorial/source/svi_part_i.ipynb	pyro/distributions/transforms/permute.py	1	39	13
tutorial/source/svi_part_i.ipynb	pyro/distributions/transforms/planar.py	1	39	16
tutorial/source/svi_part_i.ipynb	pyro/distributions/transforms/polynomial.py	1	39	9
tutorial/source/svi_part_i.ipynb	pyro/distributions/transforms/radial.py	1	39	15
tutorial/source/svi_part_i.ipynb	pyro/distributions/transforms/sylvester.py	1	39	12
tutorial/source/svi_part_i.ipynb	pyro/distributions/transforms/utils.py	1	39	3
tutorial/source/svi_part_i.ipynb	pyro/distributions/von_mises_3d.py	1	39	4
tutorial/source/svi_part_i.ipynb	pyro/generic.py	1	39	7
tutorial/source/svi_part_i.ipynb	pyro/infer/__init__.py	1	39	44
tutorial/source/svi_part_i.ipynb	pyro/infer/csis.py	1	39	5
tutorial/source/svi_part_i.ipynb	pyro/infer/discrete.py	1	39	11
tutorial/source/svi_part_i.ipynb	pyro/infer/enum.py	1	39	32
tutorial/source/svi_part_i.ipynb	pyro/infer/importance.py	1	39	33
tutorial/source/svi_part_i.ipynb	pyro/infer/mcmc/api.py	1	39	24
tutorial/source/svi_part_i.ipynb	pyro/infer/mcmc/mcmc_kernel.py	1	39	5
tutorial/source/svi_part_i.ipynb	pyro/infer/mcmc/nuts.py	1	39	59
tutorial/source/svi_part_i.ipynb	pyro/infer/renyi_elbo.py	1	39	14
tutorial/source/svi_part_i.ipynb	pyro/infer/trace_mean_field_elbo.py	1	39	10
tutorial/source/svi_part_i.ipynb	pyro/infer/trace_mmd.py	1	39	6
tutorial/source/svi_part_i.ipynb	pyro/infer/trace_tail_adaptive_elbo.py	1	39	5
tutorial/source/svi_part_i.ipynb	pyro/logger.py	1	39	3
tutorial/source/svi_part_i.ipynb	pyro/nn/__init__.py	1	39	16
tutorial/source/svi_part_i.ipynb	pyro/nn/dense_nn.py	1	39	6
tutorial/source/svi_part_i.ipynb	pyro/ops/contract.py	1	39	21
tutorial/source/svi_part_i.ipynb	pyro/ops/dual_averaging.py	1	39	7
tutorial/source/svi_part_i.ipynb	pyro/ops/einsum/__init__.py	1	39	13
tutorial/source/svi_part_i.ipynb	pyro/ops/einsum/adjoint.py	1	39	7
tutorial/source/svi_part_i.ipynb	pyro/ops/einsum/torch_log.py	1	39	11
tutorial/source/svi_part_i.ipynb	pyro/ops/einsum/torch_map.py	1	39	5
tutorial/source/svi_part_i.ipynb	pyro/ops/einsum/torch_marginal.py	1	39	5
tutorial/source/svi_part_i.ipynb	pyro/ops/einsum/torch_sample.py	1	39	5
tutorial/source/svi_part_i.ipynb	pyro/ops/einsum/util.py	1	39	4
tutorial/source/svi_part_i.ipynb	pyro/ops/indexing.py	1	39	6
tutorial/source/svi_part_i.ipynb	pyro/ops/integrator.py	1	39	16
tutorial/source/svi_part_i.ipynb	pyro/ops/jit.py	1	39	9
tutorial/source/svi_part_i.ipynb	pyro/ops/linalg.py	1	39	5
tutorial/source/svi_part_i.ipynb	pyro/ops/newton.py	1	39	9
tutorial/source/svi_part_i.ipynb	pyro/ops/packed.py	1	39	10
tutorial/source/svi_part_i.ipynb	pyro/ops/rings.py	1	39	10
tutorial/source/svi_part_i.ipynb	pyro/ops/stats.py	1	39	17
tutorial/source/svi_part_i.ipynb	pyro/optim/__init__.py	1	39	17
tutorial/source/svi_part_i.ipynb	pyro/optim/adagrad_rmsprop.py	1	39	6
tutorial/source/svi_part_i.ipynb	pyro/optim/lr_scheduler.py	1	39	10
tutorial/source/svi_part_i.ipynb	pyro/optim/multi.py	1	39	7
tutorial/source/svi_part_i.ipynb	pyro/params/__init__.py	1	39	12
tutorial/source/svi_part_i.ipynb	pyro/poutine/__init__.py	1	39	64
tutorial/source/svi_part_i.ipynb	pyro/poutine/block_messenger.py	1	39	12
tutorial/source/svi_part_i.ipynb	pyro/poutine/broadcast_messenger.py	1	39	9
tutorial/source/svi_part_i.ipynb	pyro/poutine/condition_messenger.py	1	39	7
tutorial/source/svi_part_i.ipynb	pyro/poutine/escape_messenger.py	1	39	6
tutorial/source/svi_part_i.ipynb	pyro/poutine/handlers.py	1	39	30
tutorial/source/svi_part_i.ipynb	pyro/poutine/indep_messenger.py	1	39	11
tutorial/source/svi_part_i.ipynb	pyro/poutine/infer_config_messenger.py	1	39	5
tutorial/source/svi_part_i.ipynb	pyro/poutine/lift_messenger.py	1	39	9
tutorial/source/svi_part_i.ipynb	pyro/poutine/markov_messenger.py	1	39	7
tutorial/source/svi_part_i.ipynb	pyro/poutine/mask_messenger.py	1	39	7
tutorial/source/svi_part_i.ipynb	pyro/poutine/messenger.py	1	39	14
tutorial/source/svi_part_i.ipynb	pyro/poutine/plate_messenger.py	1	39	5
tutorial/source/svi_part_i.ipynb	pyro/poutine/reentrant_messenger.py	1	39	4
tutorial/source/svi_part_i.ipynb	pyro/poutine/replay_messenger.py	1	39	6
tutorial/source/svi_part_i.ipynb	pyro/poutine/scale_messenger.py	1	39	6
tutorial/source/svi_part_i.ipynb	pyro/poutine/subsample_messenger.py	1	39	13
tutorial/source/svi_part_i.ipynb	pyro/poutine/trace_messenger.py	1	39	15
tutorial/source/svi_part_i.ipynb	pyro/poutine/trace_struct.py	1	39	22
tutorial/source/svi_part_i.ipynb	pyro/poutine/uncondition_messenger.py	1	39	5
tutorial/source/svi_part_i.ipynb	pyro/poutine/util.py	1	39	13
tutorial/source/svi_part_i.ipynb	pyro/primitives.py	1	39	35
tutorial/source/svi_part_i.ipynb	tutorial/source/search_inference.py	1	39	7
tutorial/source/svi_part_i.ipynb	examples/dmm/polyphonic_data_loader.py	1	39	16
tutorial/source/svi_part_ii.ipynb	tutorial/source/custom_objectives.ipynb	1	19	11
tutorial/source/svi_part_ii.ipynb	tutorial/source/easyguide.ipynb	1	19	15
tutorial/source/svi_part_ii.ipynb	tutorial/source/effect_handlers.ipynb	1	19	10
tutorial/source/svi_part_ii.ipynb	tutorial/source/ekf.ipynb	1	19	23
tutorial/source/svi_part_ii.ipynb	tutorial/source/elections.ipynb	1	19	4
tutorial/source/svi_part_ii.ipynb	tutorial/source/enumeration.ipynb	1	19	27
tutorial/source/svi_part_ii.ipynb	tutorial/source/jit.ipynb	1	19	23
tutorial/source/svi_part_ii.ipynb	tutorial/source/modules.ipynb	1	19	4
tutorial/source/svi_part_ii.ipynb	examples/contrib/autoname/scoping_mixture.py	1	19	22
tutorial/source/svi_part_ii.ipynb	examples/hmm.py	1	19	45
tutorial/source/svi_part_ii.ipynb	examples/lda.py	1	19	25
tutorial/source/svi_part_ii.ipynb	examples/sparse_gamma_def.py	1	19	28
tutorial/source/svi_part_ii.ipynb	examples/vae/ss_vae_M2.py	1	19	34
tutorial/source/svi_part_ii.ipynb	examples/vae/vae.py	1	19	29
tutorial/source/svi_part_ii.ipynb	examples/vae/vae_comparison.py	1	19	29
tutorial/source/svi_part_ii.ipynb	pyro/distributions/mixture.py	1	19	8
tutorial/source/svi_part_ii.ipynb	pyro/infer/elbo.py	1	19	27
tutorial/source/svi_part_ii.ipynb	pyro/infer/enum.py	1	19	32
tutorial/source/svi_part_ii.ipynb	pyro/infer/mcmc/util.py	1	19	35
tutorial/source/svi_part_ii.ipynb	pyro/infer/renyi_elbo.py	1	19	14
tutorial/source/svi_part_ii.ipynb	pyro/infer/trace_elbo.py	1	19	59
tutorial/source/svi_part_ii.ipynb	pyro/infer/traceenum_elbo.py	1	19	64
tutorial/source/svi_part_ii.ipynb	pyro/infer/util.py	1	19	49
tutorial/source/svi_part_ii.ipynb	pyro/poutine/__init__.py	1	19	64
tutorial/source/svi_part_ii.ipynb	pyro/poutine/broadcast_messenger.py	1	19	9
tutorial/source/svi_part_ii.ipynb	pyro/poutine/handlers.py	1	19	30
tutorial/source/svi_part_ii.ipynb	pyro/poutine/plate_messenger.py	1	19	5
tutorial/source/svi_part_ii.ipynb	pyro/poutine/runtime.py	1	19	16
tutorial/source/svi_part_ii.ipynb	pyro/poutine/trace_struct.py	1	19	22
tutorial/source/svi_part_ii.ipynb	pyro/poutine/util.py	1	19	13
tutorial/source/svi_part_ii.ipynb	setup.py	1	19	104
tutorial/source/svi_part_ii.ipynb	examples/contrib/gp/sv-dkl.py	1	19	34
tutorial/source/svi_part_ii.ipynb	pyro/contrib/gp/kernels/kernel.py	1	19	22
tutorial/source/svi_part_ii.ipynb	pyro/contrib/gp/models/__init__.py	1	19	11
tutorial/source/svi_part_ii.ipynb	pyro/contrib/gp/models/gpr.py	1	19	27
tutorial/source/svi_part_ii.ipynb	pyro/contrib/gp/models/model.py	1	19	24
tutorial/source/svi_part_ii.ipynb	pyro/contrib/gp/models/sgpr.py	1	19	32
tutorial/source/svi_part_ii.ipynb	pyro/contrib/gp/models/vgp.py	1	19	21
tutorial/source/svi_part_ii.ipynb	pyro/contrib/gp/models/vsgp.py	1	19	11
tutorial/source/svi_part_ii.ipynb	pyro/distributions/__init__.py	1	19	114
tutorial/source/svi_part_ii.ipynb	pyro/distributions/util.py	1	19	62
tutorial/source/svi_part_ii.ipynb	examples/air/main.py	1	19	37
tutorial/source/svi_part_ii.ipynb	examples/dmm/polyphonic_data_loader.py	1	19	16
tutorial/source/svi_part_ii.ipynb	examples/air/viz.py	1	19	6
tutorial/source/svi_part_ii.ipynb	pyro/infer/abstract_infer.py	1	19	64
tutorial/source/svi_part_ii.ipynb	pyro/infer/svi.py	1	19	28
tutorial/source/svi_part_ii.ipynb	pyro/nn/auto_reg_nn.py	1	19	25
tutorial/source/tensor_shapes.ipynb	examples/contrib/epidemiology/regional.py	1	39	10
tutorial/source/tensor_shapes.ipynb	examples/contrib/epidemiology/sir.py	1	39	21
tutorial/source/tensor_shapes.ipynb	examples/sir_hmc.py	1	39	11
tutorial/source/tensor_shapes.ipynb	examples/toy_mixture_model_discrete_enumeration.py	1	39	2
tutorial/source/tensor_shapes.ipynb	tutorial/source/effect_handlers.ipynb	1	39	10
tutorial/source/tensor_shapes.ipynb	tutorial/source/elections.ipynb	1	39	4
tutorial/source/tensor_shapes.ipynb	pyro/infer/mcmc/logger.py	1	39	12
tutorial/source/tensor_shapes.ipynb	pyro/infer/discrete.py	1	39	11
tutorial/source/tensor_shapes.ipynb	pyro/contrib/gp/likelihoods/poisson.py	1	39	11
tutorial/source/tensor_shapes.ipynb	pyro/contrib/gp/models/gplvm.py	1	39	12
tutorial/source/tensor_shapes.ipynb	pyro/contrib/gp/models/vsgp.py	1	39	11
tutorial/source/tensor_shapes.ipynb	pyro/distributions/mixture.py	1	39	8
tutorial/source/tensor_shapes.ipynb	pyro/infer/mcmc/nuts.py	1	39	59
tutorial/source/tensor_shapes.ipynb	pyro/infer/mcmc/util.py	1	39	35
tutorial/source/tensor_shapes.ipynb	pyro/infer/renyi_elbo.py	1	39	14
tutorial/source/tensor_shapes.ipynb	pyro/ops/contract.py	1	39	21
tutorial/source/tensor_shapes.ipynb	pyro/poutine/__init__.py	1	39	64
tutorial/source/tensor_shapes.ipynb	pyro/poutine/broadcast_messenger.py	1	39	9
tutorial/source/tensor_shapes.ipynb	pyro/poutine/handlers.py	1	39	30
tutorial/source/tensor_shapes.ipynb	pyro/poutine/indep_messenger.py	1	39	11
tutorial/source/tensor_shapes.ipynb	pyro/poutine/plate_messenger.py	1	39	5
tutorial/source/tensor_shapes.ipynb	pyro/poutine/runtime.py	1	39	16
tutorial/source/tensor_shapes.ipynb	pyro/poutine/subsample_messenger.py	1	39	13
tutorial/source/tensor_shapes.ipynb	pyro/poutine/trace_struct.py	1	39	22
tutorial/source/tensor_shapes.ipynb	pyro/poutine/util.py	1	39	13
tutorial/source/tensor_shapes.ipynb	pyro/primitives.py	1	39	35
tutorial/source/tensor_shapes.ipynb	examples/air/modules.py	1	39	6
tutorial/source/tensor_shapes.ipynb	pyro/distributions/gaussian_scale_mixture.py	1	39	9
tutorial/source/tensor_shapes.ipynb	pyro/distributions/torch.py	1	39	40
tutorial/source/tensor_shapes.ipynb	tutorial/source/conf.py	1	39	12
tutorial/source/tensor_shapes.ipynb	pyro/distributions/delta.py	1	39	44
tutorial/source/tensor_shapes.ipynb	pyro/distributions/distribution.py	1	39	44
tutorial/source/tensor_shapes.ipynb	pyro/distributions/omt_mvn.py	1	39	18
tutorial/source/tensor_shapes.ipynb	pyro/distributions/testing/rejection_gamma.py	1	39	19
tutorial/source/tensor_shapes.ipynb	pyro/distributions/util.py	1	39	62
tutorial/source/tensor_shapes.ipynb	pyro/nn/auto_reg_nn.py	1	39	25
tutorial/source/tensor_shapes.ipynb	pyro/optim/clipped_adam.py	1	39	10
tutorial/source/vae.ipynb	examples/contrib/epidemiology/regional.py	1	49	10
tutorial/source/vae.ipynb	examples/contrib/epidemiology/sir.py	1	49	21
tutorial/source/vae.ipynb	examples/sir_hmc.py	1	49	11
tutorial/source/vae.ipynb	examples/toy_mixture_model_discrete_enumeration.py	1	49	2
tutorial/source/vae.ipynb	tutorial/source/elections.ipynb	1	49	4
tutorial/source/vae.ipynb	pyro/contrib/examples/util.py	1	49	9
tutorial/source/vae.ipynb	examples/rsa/search_inference.py	1	49	9
tutorial/source/vae.ipynb	examples/vae/utils/custom_mlp.py	1	49	6
tutorial/source/vae.ipynb	examples/vae/utils/mnist_cached.py	1	49	9
tutorial/source/vae.ipynb	profiler/profiling_utils.py	1	49	5
tutorial/source/vae.ipynb	pyro/contrib/autoname/scoping.py	1	49	6
tutorial/source/vae.ipynb	pyro/contrib/conjugate/infer.py	1	49	4
tutorial/source/vae.ipynb	pyro/contrib/gp/kernels/brownian.py	1	49	12
tutorial/source/vae.ipynb	pyro/contrib/gp/kernels/coregionalize.py	1	49	9
tutorial/source/vae.ipynb	pyro/contrib/gp/kernels/dot_product.py	1	49	13
tutorial/source/vae.ipynb	pyro/contrib/gp/kernels/isotropic.py	1	49	14
tutorial/source/vae.ipynb	pyro/contrib/gp/kernels/kernel.py	1	49	22
tutorial/source/vae.ipynb	pyro/contrib/gp/kernels/periodic.py	1	49	12
tutorial/source/vae.ipynb	pyro/contrib/gp/kernels/static.py	1	49	13
tutorial/source/vae.ipynb	pyro/contrib/gp/likelihoods/likelihood.py	1	49	12
tutorial/source/vae.ipynb	pyro/contrib/gp/parameterized.py	1	49	8
tutorial/source/vae.ipynb	pyro/contrib/minipyro.py	1	49	17
tutorial/source/vae.ipynb	pyro/contrib/oed/eig.py	1	49	17
tutorial/source/vae.ipynb	pyro/contrib/oed/glmm/guides.py	1	49	3
tutorial/source/vae.ipynb	pyro/contrib/oed/search.py	1	49	4
tutorial/source/vae.ipynb	pyro/contrib/tracking/assignment.py	1	49	9
tutorial/source/vae.ipynb	pyro/contrib/tracking/distributions.py	1	49	6
tutorial/source/vae.ipynb	pyro/contrib/tracking/dynamic_models.py	1	49	7
tutorial/source/vae.ipynb	pyro/contrib/tracking/extended_kalman_filter.py	1	49	8
tutorial/source/vae.ipynb	pyro/contrib/tracking/hashing.py	1	49	8
tutorial/source/vae.ipynb	pyro/contrib/tracking/measurements.py	1	49	5
tutorial/source/vae.ipynb	pyro/distributions/avf_mvn.py	1	49	6
tutorial/source/vae.ipynb	pyro/distributions/conditional.py	1	49	5
tutorial/source/vae.ipynb	pyro/distributions/conjugate.py	1	49	13
tutorial/source/vae.ipynb	pyro/distributions/diag_normal_mixture.py	1	49	8
tutorial/source/vae.ipynb	pyro/distributions/diag_normal_mixture_shared_cov.py	1	49	9
tutorial/source/vae.ipynb	pyro/distributions/empirical.py	1	49	13
tutorial/source/vae.ipynb	pyro/distributions/gaussian_scale_mixture.py	1	49	9
tutorial/source/vae.ipynb	pyro/distributions/hmm.py	1	49	30
tutorial/source/vae.ipynb	pyro/distributions/inverse_gamma.py	1	49	6
tutorial/source/vae.ipynb	pyro/distributions/lkj.py	1	49	10
tutorial/source/vae.ipynb	pyro/distributions/multivariate_studentt.py	1	49	5
tutorial/source/vae.ipynb	pyro/distributions/relaxed_straight_through.py	1	49	8
tutorial/source/vae.ipynb	pyro/distributions/spanning_tree.py	1	49	7
tutorial/source/vae.ipynb	pyro/distributions/testing/rejection_exponential.py	1	49	9
tutorial/source/vae.ipynb	pyro/distributions/torch_transform.py	1	49	7
tutorial/source/vae.ipynb	pyro/distributions/transforms/affine_autoregressive.py	1	49	11
tutorial/source/vae.ipynb	pyro/distributions/transforms/affine_coupling.py	1	49	13
tutorial/source/vae.ipynb	pyro/distributions/transforms/batchnorm.py	1	49	7
tutorial/source/vae.ipynb	pyro/distributions/transforms/block_autoregressive.py	1	49	12
tutorial/source/vae.ipynb	pyro/distributions/transforms/householder.py	1	49	11
tutorial/source/vae.ipynb	pyro/distributions/transforms/lower_cholesky_affine.py	1	49	5
tutorial/source/vae.ipynb	pyro/distributions/transforms/neural_autoregressive.py	1	49	10
tutorial/source/vae.ipynb	pyro/distributions/transforms/permute.py	1	49	13
tutorial/source/vae.ipynb	pyro/distributions/transforms/planar.py	1	49	16
tutorial/source/vae.ipynb	pyro/distributions/transforms/polynomial.py	1	49	9
tutorial/source/vae.ipynb	pyro/distributions/transforms/radial.py	1	49	15
tutorial/source/vae.ipynb	pyro/distributions/transforms/sylvester.py	1	49	12
tutorial/source/vae.ipynb	pyro/distributions/unit.py	1	49	3
tutorial/source/vae.ipynb	pyro/distributions/von_mises_3d.py	1	49	4
tutorial/source/vae.ipynb	pyro/distributions/zero_inflated.py	1	49	8
tutorial/source/vae.ipynb	pyro/infer/autoguide/initialization.py	1	49	7
tutorial/source/vae.ipynb	pyro/infer/csis.py	1	49	5
tutorial/source/vae.ipynb	pyro/infer/discrete.py	1	49	11
tutorial/source/vae.ipynb	pyro/infer/importance.py	1	49	33
tutorial/source/vae.ipynb	pyro/infer/mcmc/adaptation.py	1	49	11
tutorial/source/vae.ipynb	pyro/infer/mcmc/api.py	1	49	24
tutorial/source/vae.ipynb	pyro/infer/rws.py	1	49	4
tutorial/source/vae.ipynb	pyro/infer/svgd.py	1	49	7
tutorial/source/vae.ipynb	pyro/infer/trace_mean_field_elbo.py	1	49	10
tutorial/source/vae.ipynb	pyro/infer/trace_mmd.py	1	49	6
tutorial/source/vae.ipynb	pyro/nn/dense_nn.py	1	49	6
tutorial/source/vae.ipynb	pyro/ops/einsum/util.py	1	49	4
tutorial/source/vae.ipynb	pyro/ops/indexing.py	1	49	6
tutorial/source/vae.ipynb	pyro/ops/jit.py	1	49	9
tutorial/source/vae.ipynb	pyro/ops/rings.py	1	49	10
tutorial/source/vae.ipynb	pyro/ops/welford.py	1	49	6
tutorial/source/vae.ipynb	pyro/optim/adagrad_rmsprop.py	1	49	6
tutorial/source/vae.ipynb	pyro/optim/lr_scheduler.py	1	49	10
tutorial/source/vae.ipynb	pyro/optim/multi.py	1	49	7
tutorial/source/vae.ipynb	pyro/optim/optim.py	1	49	24
tutorial/source/vae.ipynb	pyro/params/param_store.py	1	49	38
tutorial/source/vae.ipynb	pyro/poutine/block_messenger.py	1	49	12
tutorial/source/vae.ipynb	pyro/poutine/condition_messenger.py	1	49	7
tutorial/source/vae.ipynb	pyro/poutine/do_messenger.py	1	49	3
tutorial/source/vae.ipynb	pyro/poutine/enum_messenger.py	1	49	4
tutorial/source/vae.ipynb	pyro/poutine/escape_messenger.py	1	49	6
tutorial/source/vae.ipynb	pyro/poutine/infer_config_messenger.py	1	49	5
tutorial/source/vae.ipynb	pyro/poutine/lift_messenger.py	1	49	9
tutorial/source/vae.ipynb	pyro/poutine/markov_messenger.py	1	49	7
tutorial/source/vae.ipynb	pyro/poutine/mask_messenger.py	1	49	7
tutorial/source/vae.ipynb	pyro/poutine/messenger.py	1	49	14
tutorial/source/vae.ipynb	pyro/poutine/reentrant_messenger.py	1	49	4
tutorial/source/vae.ipynb	pyro/poutine/replay_messenger.py	1	49	6
tutorial/source/vae.ipynb	pyro/poutine/scale_messenger.py	1	49	6
tutorial/source/vae.ipynb	pyro/poutine/seed_messenger.py	1	49	3
tutorial/source/vae.ipynb	pyro/poutine/trace_messenger.py	1	49	15
tutorial/source/vae.ipynb	pyro/poutine/uncondition_messenger.py	1	49	5
tutorial/source/vae.ipynb	tutorial/source/search_inference.py	1	49	7
tutorial/source/vae.ipynb	pyro/infer/enum.py	1	49	32
tutorial/source/vae.ipynb	pyro/poutine/__init__.py	1	49	64
tutorial/source/vae.ipynb	pyro/poutine/broadcast_messenger.py	1	49	9
tutorial/source/vae.ipynb	pyro/poutine/handlers.py	1	49	30
tutorial/source/vae.ipynb	pyro/poutine/util.py	1	49	13
tutorial/source/vae.ipynb	pyro/distributions/distribution.py	1	49	44
tutorial/source/vae.ipynb	profiler/distributions.py	1	49	11
tutorial/source/vae.ipynb	examples/dmm/polyphonic_data_loader.py	1	49	16