Path	Lines of Code
conftest.py	16
discussion/neutra/__init__.py	2
discussion/neutra/neutra_kernel.py	208
discussion/pathfinder/pathfinder.py	249
discussion/turnkey_inference_candidate/__init__.py	2
discussion/turnkey_inference_candidate/window_tune_nuts_sampling.py	305
required_packages.py	11
setup.py	74
spinoffs/fun_mc/fun_mc/__init__.py	1
spinoffs/fun_mc/fun_mc/api.py	8
spinoffs/fun_mc/fun_mc/backend.py	1
spinoffs/fun_mc/fun_mc/backends/__init__.py	1
spinoffs/fun_mc/fun_mc/backends/rewrite.py	109
spinoffs/fun_mc/fun_mc/dynamic/__init__.py	1
spinoffs/fun_mc/fun_mc/dynamic/backend_jax/__init__.py	1
spinoffs/fun_mc/fun_mc/dynamic/backend_jax/backend.py	13
spinoffs/fun_mc/fun_mc/dynamic/backend_jax/tf_on_jax.py	133
spinoffs/fun_mc/fun_mc/dynamic/backend_jax/util.py	159
spinoffs/fun_mc/fun_mc/dynamic/backend_tensorflow/__init__.py	1
spinoffs/fun_mc/fun_mc/dynamic/backend_tensorflow/backend.py	12
spinoffs/fun_mc/fun_mc/dynamic/backend_tensorflow/util.py	175
spinoffs/fun_mc/fun_mc/fun_mc_lib.py	1428
spinoffs/fun_mc/fun_mc/prefab.py	502
spinoffs/fun_mc/fun_mc/sga_hmc.py	340
spinoffs/fun_mc/fun_mc/using_jax.py	5
spinoffs/fun_mc/fun_mc/using_tensorflow.py	5
spinoffs/fun_mc/fun_mc/util.py	1
spinoffs/fun_mc/fun_mc/util_tfp.py	46
spinoffs/inference_gym/conftest.py	13
spinoffs/inference_gym/inference_gym/__init__.py	1
spinoffs/inference_gym/inference_gym/backends/__init__.py	1
spinoffs/inference_gym/inference_gym/backends/rewrite.py	151
spinoffs/inference_gym/inference_gym/backends/util.py	14
spinoffs/inference_gym/inference_gym/dynamic/__init__.py	1
spinoffs/inference_gym/inference_gym/dynamic/backend_jax/__init__.py	1
spinoffs/inference_gym/inference_gym/dynamic/backend_numpy/__init__.py	1
spinoffs/inference_gym/inference_gym/dynamic/backend_tensorflow/__init__.py	1
spinoffs/inference_gym/inference_gym/internal/__init__.py	1
spinoffs/inference_gym/inference_gym/internal/array_to_source.py	13
spinoffs/inference_gym/inference_gym/internal/data.py	320
spinoffs/inference_gym/inference_gym/internal/datasets/__init__.py	1
spinoffs/inference_gym/inference_gym/internal/datasets/brownian_motion_missing_middle_observations.py	11
spinoffs/inference_gym/inference_gym/internal/datasets/convection_lorenz_bridge.py	14
spinoffs/inference_gym/inference_gym/internal/datasets/sp500_closing_prices.py	2521
spinoffs/inference_gym/inference_gym/internal/datasets/synthetic_item_response_theory.py	90044
spinoffs/inference_gym/inference_gym/internal/datasets/synthetic_log_gaussian_cox_process.py	408
spinoffs/inference_gym/inference_gym/internal/datasets/synthetic_plasma_spectroscopy.py	1706
spinoffs/inference_gym/inference_gym/internal/datasets/synthetic_plasma_spectroscopy_with_bump.py	486
spinoffs/inference_gym/inference_gym/internal/ground_truth_encoding.py	63
spinoffs/inference_gym/inference_gym/targets/__init__.py	88
spinoffs/inference_gym/inference_gym/targets/banana.py	60
spinoffs/inference_gym/inference_gym/targets/bayesian_model.py	21
spinoffs/inference_gym/inference_gym/targets/brownian_motion.py	188
spinoffs/inference_gym/inference_gym/targets/eight_schools.py	56
spinoffs/inference_gym/inference_gym/targets/ground_truth/__init__.py	1
spinoffs/inference_gym/inference_gym/targets/ground_truth/brownian_motion_missing_middle_observations.py	98
spinoffs/inference_gym/inference_gym/targets/ground_truth/brownian_motion_unknown_scales_missing_middle_observations.py	116
spinoffs/inference_gym/inference_gym/targets/ground_truth/convection_lorenz_bridge.py	278
spinoffs/inference_gym/inference_gym/targets/ground_truth/convection_lorenz_bridge_unknown_scales.py	296
spinoffs/inference_gym/inference_gym/targets/ground_truth/eight_schools.py	50
spinoffs/inference_gym/inference_gym/targets/ground_truth/german_credit_numeric_logistic_regression.py	83
spinoffs/inference_gym/inference_gym/targets/ground_truth/german_credit_numeric_probit_regression.py	83
spinoffs/inference_gym/inference_gym/targets/ground_truth/german_credit_numeric_sparse_logistic_regression.py	173
spinoffs/inference_gym/inference_gym/targets/ground_truth/radon_contextual_effects_indiana.py	323
spinoffs/inference_gym/inference_gym/targets/ground_truth/radon_contextual_effects_indiana_halfnormal.py	323
spinoffs/inference_gym/inference_gym/targets/ground_truth/radon_contextual_effects_minnesota.py	305
spinoffs/inference_gym/inference_gym/targets/ground_truth/radon_contextual_effects_minnesota_halfnormal.py	305
spinoffs/inference_gym/inference_gym/targets/ground_truth/stochastic_volatility_log_sp500.py	7583
spinoffs/inference_gym/inference_gym/targets/ground_truth/stochastic_volatility_log_sp500_small.py	335
spinoffs/inference_gym/inference_gym/targets/ground_truth/stochastic_volatility_sp500.py	7583
spinoffs/inference_gym/inference_gym/targets/ground_truth/stochastic_volatility_sp500_small.py	335
spinoffs/inference_gym/inference_gym/targets/ground_truth/synthetic_item_response_theory.py	1523
spinoffs/inference_gym/inference_gym/targets/ground_truth/synthetic_log_gaussian_cox_process.py	326
spinoffs/inference_gym/inference_gym/targets/ill_conditioned_gaussian.py	57
spinoffs/inference_gym/inference_gym/targets/item_response_theory.py	192
spinoffs/inference_gym/inference_gym/targets/log_gaussian_cox_process.py	101
spinoffs/inference_gym/inference_gym/targets/logistic_regression.py	87
spinoffs/inference_gym/inference_gym/targets/lorenz_system.py	249
spinoffs/inference_gym/inference_gym/targets/model.py	100
spinoffs/inference_gym/inference_gym/targets/neals_funnel.py	58
spinoffs/inference_gym/inference_gym/targets/non_identifiable_quartic.py	49
spinoffs/inference_gym/inference_gym/targets/plasma_spectroscopy.py	223
spinoffs/inference_gym/inference_gym/targets/probit_regression.py	87
spinoffs/inference_gym/inference_gym/targets/radon_contextual_effects.py	242
spinoffs/inference_gym/inference_gym/targets/sparse_logistic_regression.py	113
spinoffs/inference_gym/inference_gym/targets/stochastic_volatility.py	149
spinoffs/inference_gym/inference_gym/targets/vector_model.py	126
spinoffs/inference_gym/inference_gym/targets/vectorized_stochastic_volatility.py	243
spinoffs/inference_gym/inference_gym/tools/__init__.py	1
spinoffs/inference_gym/inference_gym/tools/get_ground_truth.py	98
spinoffs/inference_gym/inference_gym/tools/stan/brownian_motion.py	51
spinoffs/inference_gym/inference_gym/tools/stan/eight_schools.py	30
spinoffs/inference_gym/inference_gym/tools/stan/item_response_theory.py	70
spinoffs/inference_gym/inference_gym/tools/stan/log_gaussian_cox_process.py	42
spinoffs/inference_gym/inference_gym/tools/stan/logistic_regression.py	46
spinoffs/inference_gym/inference_gym/tools/stan/lorenz_system.py	72
spinoffs/inference_gym/inference_gym/tools/stan/probit_regression.py	47
spinoffs/inference_gym/inference_gym/tools/stan/radon_contextual_effects.py	40
spinoffs/inference_gym/inference_gym/tools/stan/radon_contextual_effects_halfnormal.py	40
spinoffs/inference_gym/inference_gym/tools/stan/sparse_logistic_regression.py	60
spinoffs/inference_gym/inference_gym/tools/stan/stan_model.py	10
spinoffs/inference_gym/inference_gym/tools/stan/stochastic_volatility.py	29
spinoffs/inference_gym/inference_gym/tools/stan/targets.py	110
spinoffs/inference_gym/inference_gym/tools/stan/util.py	62
spinoffs/inference_gym/inference_gym/using_jax.py	6
spinoffs/inference_gym/inference_gym/using_numpy.py	6
spinoffs/inference_gym/inference_gym/using_tensorflow.py	6
spinoffs/inference_gym/inference_gym/version.py	11
spinoffs/inference_gym/setup.py	44
spinoffs/oryx/oryx/__init__.py	7
spinoffs/oryx/oryx/bijectors/__init__.py	12
spinoffs/oryx/oryx/bijectors/bijector_extensions.py	113
spinoffs/oryx/oryx/core/__init__.py	28
spinoffs/oryx/oryx/core/interpreters/__init__.py	5
spinoffs/oryx/oryx/core/interpreters/harvest.py	735
spinoffs/oryx/oryx/core/interpreters/inverse/__init__.py	4
spinoffs/oryx/oryx/core/interpreters/inverse/core.py	262
spinoffs/oryx/oryx/core/interpreters/inverse/custom_inverse.py	84
spinoffs/oryx/oryx/core/interpreters/inverse/rules.py	160
spinoffs/oryx/oryx/core/interpreters/inverse/slice.py	74
spinoffs/oryx/oryx/core/interpreters/log_prob.py	72
spinoffs/oryx/oryx/core/interpreters/propagate.py	212
spinoffs/oryx/oryx/core/interpreters/unzip.py	543
spinoffs/oryx/oryx/core/kwargs_util.py	41
spinoffs/oryx/oryx/core/ppl/__init__.py	17
spinoffs/oryx/oryx/core/ppl/effect_handler.py	96
spinoffs/oryx/oryx/core/ppl/plate_util.py	25
spinoffs/oryx/oryx/core/ppl/transformations.py	118
spinoffs/oryx/oryx/core/primitive.py	157
spinoffs/oryx/oryx/core/pytree.py	19
spinoffs/oryx/oryx/core/serialize.py	17
spinoffs/oryx/oryx/core/state/__init__.py	17
spinoffs/oryx/oryx/core/state/api.py	42
spinoffs/oryx/oryx/core/state/function.py	190
spinoffs/oryx/oryx/core/state/module.py	56
spinoffs/oryx/oryx/core/state/registrations.py	70
spinoffs/oryx/oryx/core/trace_util.py	77
spinoffs/oryx/oryx/distributions/__init__.py	8
spinoffs/oryx/oryx/distributions/distribution_extensions.py	85
spinoffs/oryx/oryx/experimental/__init__.py	4
spinoffs/oryx/oryx/experimental/autoconj/addn.py	47
spinoffs/oryx/oryx/experimental/autoconj/canonicalize.py	101
spinoffs/oryx/oryx/experimental/autoconj/einsum.py	94
spinoffs/oryx/oryx/experimental/matching/__init__.py	3
spinoffs/oryx/oryx/experimental/matching/jax_rewrite.py	348
spinoffs/oryx/oryx/experimental/matching/matcher.py	241
spinoffs/oryx/oryx/experimental/matching/rules.py	103
spinoffs/oryx/oryx/experimental/mcmc/__init__.py	7
spinoffs/oryx/oryx/experimental/mcmc/kernels.py	121
spinoffs/oryx/oryx/experimental/mcmc/utils.py	18
spinoffs/oryx/oryx/experimental/nn/__init__.py	21
spinoffs/oryx/oryx/experimental/nn/base.py	265
spinoffs/oryx/oryx/experimental/nn/combinator.py	52
spinoffs/oryx/oryx/experimental/nn/convolution.py	155
spinoffs/oryx/oryx/experimental/nn/core.py	101
spinoffs/oryx/oryx/experimental/nn/function.py	16
spinoffs/oryx/oryx/experimental/nn/normalization.py	103
spinoffs/oryx/oryx/experimental/nn/pooling.py	72
spinoffs/oryx/oryx/experimental/nn/reshape.py	35
spinoffs/oryx/oryx/experimental/optimizers/__init__.py	6
spinoffs/oryx/oryx/experimental/optimizers/optix.py	211
spinoffs/oryx/oryx/internal/__init__.py	1
spinoffs/oryx/oryx/tools/build_oryx_docs.py	28
spinoffs/oryx/oryx/util/__init__.py	2
spinoffs/oryx/oryx/util/summary.py	7
spinoffs/oryx/oryx/version.py	11
spinoffs/oryx/pyproject.toml	31
tensorflow_probability/__init__.py	3
tensorflow_probability/g3doc/_book.yaml	22
tensorflow_probability/g3doc/_index.yaml	101
tensorflow_probability/python/__init__.py	79
tensorflow_probability/python/bijectors/__init__.py	162
tensorflow_probability/python/bijectors/absolute_value.py	38
tensorflow_probability/python/bijectors/ascending.py	40
tensorflow_probability/python/bijectors/batch_normalization.py	106
tensorflow_probability/python/bijectors/bijector.py	914
tensorflow_probability/python/bijectors/bijector_test_util.py	175
tensorflow_probability/python/bijectors/blockwise.py	174
tensorflow_probability/python/bijectors/categorical_to_discrete.py	94
tensorflow_probability/python/bijectors/chain.py	65
tensorflow_probability/python/bijectors/cholesky_outer_product.py	83
tensorflow_probability/python/bijectors/cholesky_to_inv_cholesky.py	60
tensorflow_probability/python/bijectors/composition.py	468
tensorflow_probability/python/bijectors/correlation_cholesky.py	77
tensorflow_probability/python/bijectors/cumsum.py	51
tensorflow_probability/python/bijectors/discrete_cosine_transform.py	36
tensorflow_probability/python/bijectors/exp.py	27
tensorflow_probability/python/bijectors/expm1.py	42
tensorflow_probability/python/bijectors/ffjord.py	128
tensorflow_probability/python/bijectors/fill_scale_tril.py	40
tensorflow_probability/python/bijectors/fill_triangular.py	90
tensorflow_probability/python/bijectors/frechet_cdf.py	105
tensorflow_probability/python/bijectors/generalized_pareto.py	86
tensorflow_probability/python/bijectors/gev_cdf.py	134
tensorflow_probability/python/bijectors/glow.py	398
tensorflow_probability/python/bijectors/gompertz_cdf.py	89
tensorflow_probability/python/bijectors/gumbel_cdf.py	76
tensorflow_probability/python/bijectors/householder.py	41
tensorflow_probability/python/bijectors/hypothesis_testlib.py	402
tensorflow_probability/python/bijectors/identity.py	36
tensorflow_probability/python/bijectors/inline.py	65
tensorflow_probability/python/bijectors/invert.py	90
tensorflow_probability/python/bijectors/iterated_sigmoid_centered.py	62
tensorflow_probability/python/bijectors/joint_map.py	58
tensorflow_probability/python/bijectors/kumaraswamy_cdf.py	89
tensorflow_probability/python/bijectors/lambertw_transform.py	93
tensorflow_probability/python/bijectors/ldj_ratio.py	119
tensorflow_probability/python/bijectors/masked_autoregressive.py	496
tensorflow_probability/python/bijectors/matrix_inverse_tril.py	54
tensorflow_probability/python/bijectors/moyal_cdf.py	81
tensorflow_probability/python/bijectors/normal_cdf.py	44
tensorflow_probability/python/bijectors/ordered.py	45
tensorflow_probability/python/bijectors/pad.py	216
tensorflow_probability/python/bijectors/permute.py	91
tensorflow_probability/python/bijectors/power.py	63
tensorflow_probability/python/bijectors/power_transform.py	69
tensorflow_probability/python/bijectors/rational_quadratic_spline.py	247
tensorflow_probability/python/bijectors/rayleigh_cdf.py	80
tensorflow_probability/python/bijectors/real_nvp.py	174
tensorflow_probability/python/bijectors/reciprocal.py	34
tensorflow_probability/python/bijectors/reshape.py	206
tensorflow_probability/python/bijectors/restructure.py	123
tensorflow_probability/python/bijectors/scale.py	82
tensorflow_probability/python/bijectors/scale_matvec_diag.py	44
tensorflow_probability/python/bijectors/scale_matvec_linear_operator.py	121
tensorflow_probability/python/bijectors/scale_matvec_lu.py	105
tensorflow_probability/python/bijectors/scale_matvec_tril.py	40
tensorflow_probability/python/bijectors/shift.py	40
tensorflow_probability/python/bijectors/shifted_gompertz_cdf.py	99
tensorflow_probability/python/bijectors/sigmoid.py	96
tensorflow_probability/python/bijectors/sinh.py	27
tensorflow_probability/python/bijectors/sinh_arcsinh.py	83
tensorflow_probability/python/bijectors/soft_clip.py	125
tensorflow_probability/python/bijectors/softfloor.py	105
tensorflow_probability/python/bijectors/softmax_centered.py	61
tensorflow_probability/python/bijectors/softplus.py	108
tensorflow_probability/python/bijectors/softsign.py	47
tensorflow_probability/python/bijectors/split.py	308
tensorflow_probability/python/bijectors/square.py	36
tensorflow_probability/python/bijectors/tanh.py	27
tensorflow_probability/python/bijectors/transform_diagonal.py	39
tensorflow_probability/python/bijectors/transpose.py	229
tensorflow_probability/python/bijectors/weibull_cdf.py	97
tensorflow_probability/python/build_defs.bzl	363
tensorflow_probability/python/debugging/__init__.py	4
tensorflow_probability/python/debugging/benchmarking/__init__.py	20
tensorflow_probability/python/debugging/benchmarking/benchmark_tf_function.py	92
tensorflow_probability/python/distributions/__init__.py	263
tensorflow_probability/python/distributions/autoregressive.py	150
tensorflow_probability/python/distributions/batch_broadcast.py	233
tensorflow_probability/python/distributions/batch_concat.py	293
tensorflow_probability/python/distributions/batch_reshape.py	414
tensorflow_probability/python/distributions/bates.py	237
tensorflow_probability/python/distributions/bernoulli.py	174
tensorflow_probability/python/distributions/beta.py	224
tensorflow_probability/python/distributions/beta_binomial.py	140
tensorflow_probability/python/distributions/beta_quotient.py	160
tensorflow_probability/python/distributions/binomial.py	318
tensorflow_probability/python/distributions/blockwise.py	248
tensorflow_probability/python/distributions/categorical.py	242
tensorflow_probability/python/distributions/cauchy.py	122
tensorflow_probability/python/distributions/chi.py	81
tensorflow_probability/python/distributions/chi2.py	139
tensorflow_probability/python/distributions/cholesky_lkj.py	133
tensorflow_probability/python/distributions/cholesky_util.py	30
tensorflow_probability/python/distributions/continuous_bernoulli.py	253
tensorflow_probability/python/distributions/deterministic.py	210
tensorflow_probability/python/distributions/dirichlet.py	185
tensorflow_probability/python/distributions/dirichlet_multinomial.py	166
tensorflow_probability/python/distributions/discrete_rejection_sampling.py	64
tensorflow_probability/python/distributions/distribution.py	879
tensorflow_probability/python/distributions/doublesided_maxwell.py	104
tensorflow_probability/python/distributions/dpp.py	204
tensorflow_probability/python/distributions/empirical.py	186
tensorflow_probability/python/distributions/exp_gamma.py	186
tensorflow_probability/python/distributions/exponential.py	70
tensorflow_probability/python/distributions/exponentially_modified_gaussian.py	131
tensorflow_probability/python/distributions/finite_discrete.py	226
tensorflow_probability/python/distributions/gamma.py	479
tensorflow_probability/python/distributions/gamma_gamma.py	165
tensorflow_probability/python/distributions/gaussian_process.py	326
tensorflow_probability/python/distributions/gaussian_process_regression_model.py	267
tensorflow_probability/python/distributions/generalized_normal.py	169
tensorflow_probability/python/distributions/generalized_pareto.py	173
tensorflow_probability/python/distributions/geometric.py	164
tensorflow_probability/python/distributions/gev.py	121
tensorflow_probability/python/distributions/gumbel.py	83
tensorflow_probability/python/distributions/half_cauchy.py	127
tensorflow_probability/python/distributions/half_normal.py	106
tensorflow_probability/python/distributions/half_student_t.py	179
tensorflow_probability/python/distributions/hidden_markov_model.py	717
tensorflow_probability/python/distributions/horseshoe.py	101
tensorflow_probability/python/distributions/hypothesis_testlib.py	910
tensorflow_probability/python/distributions/independent.py	253
tensorflow_probability/python/distributions/internal/__init__.py	1
tensorflow_probability/python/distributions/internal/correlation_matrix_volumes.py	32
tensorflow_probability/python/distributions/internal/correlation_matrix_volumes_lib.py	75
tensorflow_probability/python/distributions/internal/statistical_testing.py	471
tensorflow_probability/python/distributions/inverse_gamma.py	151
tensorflow_probability/python/distributions/inverse_gaussian.py	197
tensorflow_probability/python/distributions/johnson_su.py	111
tensorflow_probability/python/distributions/joint_distribution.py	921
tensorflow_probability/python/distributions/joint_distribution_auto_batched.py	49
tensorflow_probability/python/distributions/joint_distribution_coroutine.py	47
tensorflow_probability/python/distributions/joint_distribution_named.py	119
tensorflow_probability/python/distributions/joint_distribution_sequential.py	235
tensorflow_probability/python/distributions/joint_distribution_util.py	49
tensorflow_probability/python/distributions/kullback_leibler.py	131
tensorflow_probability/python/distributions/kumaraswamy.py	136
tensorflow_probability/python/distributions/lambertw_f.py	163
tensorflow_probability/python/distributions/laplace.py	132
tensorflow_probability/python/distributions/linear_gaussian_ssm.py	1010
tensorflow_probability/python/distributions/lkj.py	297
tensorflow_probability/python/distributions/log_prob_ratio.py	21
tensorflow_probability/python/distributions/logistic.py	106
tensorflow_probability/python/distributions/logitnormal.py	230
tensorflow_probability/python/distributions/loglogistic.py	105
tensorflow_probability/python/distributions/lognormal.py	80
tensorflow_probability/python/distributions/markov_chain.py	368
tensorflow_probability/python/distributions/masked.py	226
tensorflow_probability/python/distributions/matrix_normal_linear_operator.py	124
tensorflow_probability/python/distributions/matrix_t_linear_operator.py	133
tensorflow_probability/python/distributions/mixture.py	242
tensorflow_probability/python/distributions/mixture_same_family.py	333
tensorflow_probability/python/distributions/moyal.py	90
tensorflow_probability/python/distributions/multinomial.py	178
tensorflow_probability/python/distributions/multivariate_student_t.py	197
tensorflow_probability/python/distributions/mvn_diag.py	102
tensorflow_probability/python/distributions/mvn_diag_plus_low_rank.py	89
tensorflow_probability/python/distributions/mvn_diag_plus_low_rank_covariance.py	73
tensorflow_probability/python/distributions/mvn_full_covariance.py	73
tensorflow_probability/python/distributions/mvn_linear_operator.py	160
tensorflow_probability/python/distributions/mvn_low_rank_update_linear_operator_covariance.py	187
tensorflow_probability/python/distributions/mvn_tril.py	78
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tensorflow_probability/python/optimizer/convergence_criteria/loss_not_decreasing.py	63
tensorflow_probability/python/optimizer/convergence_criteria/successive_gradients_are_uncorrelated.py	25
tensorflow_probability/python/optimizer/differential_evolution.py	318
tensorflow_probability/python/optimizer/lbfgs.py	143
tensorflow_probability/python/optimizer/linesearch/__init__.py	6
tensorflow_probability/python/optimizer/linesearch/hager_zhang.py	219
tensorflow_probability/python/optimizer/linesearch/internal/__init__.py	1
tensorflow_probability/python/optimizer/linesearch/internal/hager_zhang_lib.py	285
tensorflow_probability/python/optimizer/nelder_mead.py	450
tensorflow_probability/python/optimizer/proximal_hessian_sparse.py	196
tensorflow_probability/python/optimizer/sgld.py	124
tensorflow_probability/python/optimizer/variational_sgd.py	153
tensorflow_probability/python/random/__init__.py	14
tensorflow_probability/python/random/random_ops.py	76
tensorflow_probability/python/stats/__init__.py	64
tensorflow_probability/python/stats/calibration.py	203
tensorflow_probability/python/stats/kendalls_tau.py	137
tensorflow_probability/python/stats/leave_one_out.py	82
tensorflow_probability/python/stats/moving_stats.py	99
tensorflow_probability/python/stats/quantiles.py	359
tensorflow_probability/python/stats/ranking.py	129
tensorflow_probability/python/stats/sample_stats.py	385
tensorflow_probability/python/sts/__init__.py	55
tensorflow_probability/python/sts/anomaly_detection/__init__.py	10
tensorflow_probability/python/sts/anomaly_detection/anomaly_detection_lib.py	214
tensorflow_probability/python/sts/components/__init__.py	50
tensorflow_probability/python/sts/components/autoregressive.py	155
tensorflow_probability/python/sts/components/autoregressive_integrated_moving_average.py	228
tensorflow_probability/python/sts/components/autoregressive_moving_average.py	96
tensorflow_probability/python/sts/components/dynamic_regression.py	122
tensorflow_probability/python/sts/components/local_level.py	140
tensorflow_probability/python/sts/components/local_linear_trend.py	183
tensorflow_probability/python/sts/components/regression.py	183
tensorflow_probability/python/sts/components/seasonal.py	330
tensorflow_probability/python/sts/components/semilocal_linear_trend.py	187
tensorflow_probability/python/sts/components/smooth_seasonal.py	170
tensorflow_probability/python/sts/components/sum.py	212
tensorflow_probability/python/sts/decomposition.py	77
tensorflow_probability/python/sts/default_model.py	40
tensorflow_probability/python/sts/fitting.py	129
tensorflow_probability/python/sts/forecast.py	141
tensorflow_probability/python/sts/holiday_effects.py	61
tensorflow_probability/python/sts/internal/__init__.py	1
tensorflow_probability/python/sts/internal/missing_values_util.py	52
tensorflow_probability/python/sts/internal/seasonality_util.py	123
tensorflow_probability/python/sts/internal/util.py	122
tensorflow_probability/python/sts/regularization.py	120
tensorflow_probability/python/sts/structural_time_series.py	219
tensorflow_probability/python/util/__init__.py	12
tensorflow_probability/python/util/deferred_tensor.py	515
tensorflow_probability/python/util/seed_stream.py	39
tensorflow_probability/python/version.py	11
tensorflow_probability/python/vi/__init__.py	50
tensorflow_probability/python/vi/csiszar_divergence.py	282
tensorflow_probability/python/vi/mutual_information.py	151
tensorflow_probability/python/vi/optimization.py	95
tensorflow_probability/substrates/__init__.py	13
tensorflow_probability/substrates/jax/__init__.py	25
tensorflow_probability/substrates/meta/rewrite.py	236
tensorflow_probability/substrates/numpy/__init__.py	15
tensorflow_probability/tools/build_docs.py	46
testing/virtualenv_is_active.py	6