Path	Lines of Code
discussion/neutra/neutra_kernel_test.py	91
discussion/pathfinder/pathfinder_test.py	88
discussion/turnkey_inference_candidate/window_tune_nuts_sampling_test.py	38
spinoffs/fun_mc/fun_mc/backends/jax_integration_test.py	11
spinoffs/fun_mc/fun_mc/backends/tensorflow_integration_test.py	11
spinoffs/fun_mc/fun_mc/fun_mc_test.py	1369
spinoffs/fun_mc/fun_mc/prefab_test.py	258
spinoffs/fun_mc/fun_mc/sga_hmc_test.py	251
spinoffs/fun_mc/fun_mc/test_util.py	30
spinoffs/fun_mc/fun_mc/util_tfp_test.py	137
spinoffs/inference_gym/inference_gym/backends/jax_integration_test.py	8
spinoffs/inference_gym/inference_gym/backends/numpy_integration_test.py	8
spinoffs/inference_gym/inference_gym/backends/tensorflow_integration_test.py	10
spinoffs/inference_gym/inference_gym/internal/array_to_source_test.py	13
spinoffs/inference_gym/inference_gym/internal/data_test.py	83
spinoffs/inference_gym/inference_gym/internal/ground_truth_encoding_test.py	44
spinoffs/inference_gym/inference_gym/internal/test_util.py	396
spinoffs/inference_gym/inference_gym/internal/test_util_test.py	152
spinoffs/inference_gym/inference_gym/targets/banana_test.py	21
spinoffs/inference_gym/inference_gym/targets/bayesian_model_test.py	43
spinoffs/inference_gym/inference_gym/targets/brownian_motion_test.py	105
spinoffs/inference_gym/inference_gym/targets/eight_schools_test.py	29
spinoffs/inference_gym/inference_gym/targets/ill_conditioned_gaussian_test.py	38
spinoffs/inference_gym/inference_gym/targets/item_response_theory_test.py	96
spinoffs/inference_gym/inference_gym/targets/log_gaussian_cox_process_test.py	65
spinoffs/inference_gym/inference_gym/targets/logistic_regression_test.py	71
spinoffs/inference_gym/inference_gym/targets/lorenz_system_test.py	131
spinoffs/inference_gym/inference_gym/targets/model_test.py	66
spinoffs/inference_gym/inference_gym/targets/neals_funnel_test.py	21
spinoffs/inference_gym/inference_gym/targets/non_identifiable_quartic_test.py	17
spinoffs/inference_gym/inference_gym/targets/plasma_spectroscopy_test.py	67
spinoffs/inference_gym/inference_gym/targets/probit_regression_test.py	72
spinoffs/inference_gym/inference_gym/targets/radon_contextual_effects_test.py	171
spinoffs/inference_gym/inference_gym/targets/sparse_logistic_regression_test.py	99
spinoffs/inference_gym/inference_gym/targets/stochastic_volatility_test.py	68
spinoffs/inference_gym/inference_gym/targets/vector_model_test.py	247
spinoffs/inference_gym/inference_gym/targets/vectorized_stochastic_volatility_test.py	277
spinoffs/oryx/oryx/bijectors/bijector_extensions_test.py	46
spinoffs/oryx/oryx/core/interpreters/harvest_test.py	388
spinoffs/oryx/oryx/core/interpreters/inverse/custom_inverse_test.py	123
spinoffs/oryx/oryx/core/interpreters/inverse/inverse_test.py	305
spinoffs/oryx/oryx/core/interpreters/inverse/slice_test.py	65
spinoffs/oryx/oryx/core/interpreters/log_prob_test.py	102
spinoffs/oryx/oryx/core/interpreters/propagate_test.py	215
spinoffs/oryx/oryx/core/interpreters/unzip_test.py	267
spinoffs/oryx/oryx/core/kwargs_util_test.py	103
spinoffs/oryx/oryx/core/ppl/effect_handler_test.py	113
spinoffs/oryx/oryx/core/ppl/transformations_test.py	339
spinoffs/oryx/oryx/core/serialize_test.py	32
spinoffs/oryx/oryx/core/state/function_test.py	164
spinoffs/oryx/oryx/core/state/registrations_test.py	47
spinoffs/oryx/oryx/distributions/distribution_extensions_test.py	216
spinoffs/oryx/oryx/experimental/autoconj/addn_test.py	52
spinoffs/oryx/oryx/experimental/autoconj/canonicalize_test.py	234
spinoffs/oryx/oryx/experimental/autoconj/einsum_test.py	70
spinoffs/oryx/oryx/experimental/matching/jax_rewrite_test.py	153
spinoffs/oryx/oryx/experimental/matching/matcher_test.py	188
spinoffs/oryx/oryx/experimental/matching/rules_test.py	87
spinoffs/oryx/oryx/experimental/mcmc/kernels_test.py	77
spinoffs/oryx/oryx/experimental/nn/base_test.py	94
spinoffs/oryx/oryx/experimental/nn/combinator_test.py	167
spinoffs/oryx/oryx/experimental/nn/convolution_test.py	156
spinoffs/oryx/oryx/experimental/nn/core_test.py	197
spinoffs/oryx/oryx/experimental/nn/function_test.py	387
spinoffs/oryx/oryx/experimental/nn/normalization_test.py	181
spinoffs/oryx/oryx/experimental/nn/pooling_test.py	159
spinoffs/oryx/oryx/experimental/nn/reshape_test.py	45
spinoffs/oryx/oryx/experimental/optimizers/optix_test.py	130
spinoffs/oryx/oryx/internal/test_util.py	6
spinoffs/oryx/oryx/util/summary_test.py	36
tensorflow_probability/python/bijectors/absolute_value_test.py	39
tensorflow_probability/python/bijectors/ascending_test.py	69
tensorflow_probability/python/bijectors/batch_normalization_test.py	200
tensorflow_probability/python/bijectors/bijector_composition_test.py	55
tensorflow_probability/python/bijectors/bijector_properties_test.py	660
tensorflow_probability/python/bijectors/bijector_test.py	936
tensorflow_probability/python/bijectors/blockwise_test.py	281
tensorflow_probability/python/bijectors/categorical_to_discrete_test.py	96
tensorflow_probability/python/bijectors/chain_test.py	356
tensorflow_probability/python/bijectors/cholesky_outer_product_test.py	119
tensorflow_probability/python/bijectors/cholesky_to_inv_cholesky_test.py	92
tensorflow_probability/python/bijectors/correlation_cholesky_test.py	235
tensorflow_probability/python/bijectors/cumsum_test.py	67
tensorflow_probability/python/bijectors/discrete_cosine_transform_test.py	56
tensorflow_probability/python/bijectors/exp_test.py	69
tensorflow_probability/python/bijectors/expm1_test.py	61
tensorflow_probability/python/bijectors/ffjord_test.py	156
tensorflow_probability/python/bijectors/fill_scale_tril_test.py	30
tensorflow_probability/python/bijectors/fill_triangular_test.py	59
tensorflow_probability/python/bijectors/frechet_cdf_test.py	67
tensorflow_probability/python/bijectors/generalized_pareto_test.py	73
tensorflow_probability/python/bijectors/gev_cdf_test.py	55
tensorflow_probability/python/bijectors/glow_test.py	297
tensorflow_probability/python/bijectors/gompertz_cdf_test.py	59
tensorflow_probability/python/bijectors/gumbel_cdf_test.py	48
tensorflow_probability/python/bijectors/householder_test.py	46
tensorflow_probability/python/bijectors/identity_test.py	32
tensorflow_probability/python/bijectors/inline_test.py	64
tensorflow_probability/python/bijectors/invert_test.py	116
tensorflow_probability/python/bijectors/iterated_sigmoid_centered_test.py	100
tensorflow_probability/python/bijectors/joint_map_test.py	164
tensorflow_probability/python/bijectors/kumaraswamy_cdf_test.py	107
tensorflow_probability/python/bijectors/lambertw_transform_test.py	117
tensorflow_probability/python/bijectors/ldj_ratio_test.py	72
tensorflow_probability/python/bijectors/masked_autoregressive_test.py	772
tensorflow_probability/python/bijectors/matrix_inverse_tril_test.py	108
tensorflow_probability/python/bijectors/moyal_cdf_test.py	49
tensorflow_probability/python/bijectors/normal_cdf_test.py	44
tensorflow_probability/python/bijectors/ordered_test.py	70
tensorflow_probability/python/bijectors/pad_test.py	114
tensorflow_probability/python/bijectors/permute_test.py	100
tensorflow_probability/python/bijectors/power_test.py	83
tensorflow_probability/python/bijectors/power_transform_test.py	46
tensorflow_probability/python/bijectors/rational_quadratic_spline_test.py	229
tensorflow_probability/python/bijectors/rayleigh_cdf_test.py	59
tensorflow_probability/python/bijectors/real_nvp_test.py	279
tensorflow_probability/python/bijectors/reciprocal_test.py	64
tensorflow_probability/python/bijectors/reshape_test.py	327
tensorflow_probability/python/bijectors/restructure_test.py	126
tensorflow_probability/python/bijectors/scale_matvec_diag_test.py	52
tensorflow_probability/python/bijectors/scale_matvec_linear_operator_test.py	180
tensorflow_probability/python/bijectors/scale_matvec_lu_test.py	140
tensorflow_probability/python/bijectors/scale_matvec_tril_test.py	43
tensorflow_probability/python/bijectors/scale_test.py	111
tensorflow_probability/python/bijectors/shift_test.py	28
tensorflow_probability/python/bijectors/shifted_gompertz_cdf_test.py	40
tensorflow_probability/python/bijectors/sigmoid_test.py	123
tensorflow_probability/python/bijectors/sinh_arcsinh_test.py	140
tensorflow_probability/python/bijectors/sinh_test.py	40
tensorflow_probability/python/bijectors/soft_clip_test.py	91
tensorflow_probability/python/bijectors/softfloor_test.py	112
tensorflow_probability/python/bijectors/softmax_centered_test.py	117
tensorflow_probability/python/bijectors/softplus_test.py	134
tensorflow_probability/python/bijectors/softsign_test.py	61
tensorflow_probability/python/bijectors/split_test.py	274
tensorflow_probability/python/bijectors/square_test.py	33
tensorflow_probability/python/bijectors/tanh_test.py	58
tensorflow_probability/python/bijectors/transform_diagonal_test.py	90
tensorflow_probability/python/bijectors/transpose_test.py	208
tensorflow_probability/python/bijectors/weibull_cdf_test.py	78
tensorflow_probability/python/distributions/autoregressive_test.py	236
tensorflow_probability/python/distributions/batch_broadcast_test.py	220
tensorflow_probability/python/distributions/batch_concat_test.py	205
tensorflow_probability/python/distributions/batch_reshape_test.py	529
tensorflow_probability/python/distributions/bates_test.py	304
tensorflow_probability/python/distributions/bernoulli_test.py	472
tensorflow_probability/python/distributions/beta_binomial_test.py	299
tensorflow_probability/python/distributions/beta_quotient_test.py	160
tensorflow_probability/python/distributions/beta_test.py	431
tensorflow_probability/python/distributions/binomial_test.py	381
tensorflow_probability/python/distributions/blockwise_test.py	411
tensorflow_probability/python/distributions/categorical_test.py	468
tensorflow_probability/python/distributions/cauchy_test.py	370
tensorflow_probability/python/distributions/chi2_test.py	131
tensorflow_probability/python/distributions/chi_test.py	109
tensorflow_probability/python/distributions/cholesky_lkj_test.py	101
tensorflow_probability/python/distributions/cholesky_util_test.py	36
tensorflow_probability/python/distributions/continuous_bernoulli_test.py	569
tensorflow_probability/python/distributions/deterministic_test.py	407
tensorflow_probability/python/distributions/dirichlet_multinomial_test.py	423
tensorflow_probability/python/distributions/dirichlet_test.py	272
tensorflow_probability/python/distributions/discrete_rejection_sampling_test.py	34
tensorflow_probability/python/distributions/distribution_properties_test.py	434
tensorflow_probability/python/distributions/distribution_test.py	804
tensorflow_probability/python/distributions/doublesided_maxwell_test.py	88
tensorflow_probability/python/distributions/dpp_test.py	291
tensorflow_probability/python/distributions/empirical_test.py	625
tensorflow_probability/python/distributions/exp_gamma_test.py	542
tensorflow_probability/python/distributions/exponential_test.py	163
tensorflow_probability/python/distributions/exponentially_modified_gaussian_test.py	210
tensorflow_probability/python/distributions/finite_discrete_test.py	370
tensorflow_probability/python/distributions/gamma_gamma_test.py	196
tensorflow_probability/python/distributions/gamma_test.py	770
tensorflow_probability/python/distributions/gaussian_process_regression_model_test.py	446
tensorflow_probability/python/distributions/gaussian_process_test.py	258
tensorflow_probability/python/distributions/generalized_normal_test.py	410
tensorflow_probability/python/distributions/generalized_pareto_test.py	307
tensorflow_probability/python/distributions/geometric_test.py	237
tensorflow_probability/python/distributions/gev_test.py	379
tensorflow_probability/python/distributions/gumbel_test.py	238
tensorflow_probability/python/distributions/half_cauchy_test.py	453
tensorflow_probability/python/distributions/half_normal_test.py	267
tensorflow_probability/python/distributions/half_student_t_test.py	487
tensorflow_probability/python/distributions/hidden_markov_model_test.py	1728
tensorflow_probability/python/distributions/horseshoe_test.py	187
tensorflow_probability/python/distributions/independent_test.py	449
tensorflow_probability/python/distributions/internal/correlation_matrix_volumes_test.py	89
tensorflow_probability/python/distributions/internal/statistical_testing_test.py	383
tensorflow_probability/python/distributions/inverse_gamma_test.py	310
tensorflow_probability/python/distributions/inverse_gaussian_test.py	378
tensorflow_probability/python/distributions/jax_transformation_test.py	331
tensorflow_probability/python/distributions/johnson_su_test.py	419
tensorflow_probability/python/distributions/joint_distribution_auto_batched_test.py	727
tensorflow_probability/python/distributions/joint_distribution_coroutine_test.py	972
tensorflow_probability/python/distributions/joint_distribution_named_test.py	501
tensorflow_probability/python/distributions/joint_distribution_sequential_test.py	639
tensorflow_probability/python/distributions/joint_distribution_util_test.py	72
tensorflow_probability/python/distributions/kullback_leibler_test.py	118
tensorflow_probability/python/distributions/kumaraswamy_test.py	323
tensorflow_probability/python/distributions/lambertw_f_test.py	154
tensorflow_probability/python/distributions/laplace_test.py	308
tensorflow_probability/python/distributions/linear_gaussian_ssm_test.py	1318
tensorflow_probability/python/distributions/lkj_test.py	323
tensorflow_probability/python/distributions/logistic_test.py	167
tensorflow_probability/python/distributions/logitnormal_test.py	127
tensorflow_probability/python/distributions/loglogistic_test.py	177
tensorflow_probability/python/distributions/lognormal_test.py	83
tensorflow_probability/python/distributions/markov_chain_test.py	319
tensorflow_probability/python/distributions/masked_test.py	110
tensorflow_probability/python/distributions/matrix_normal_linear_operator_test.py	164
tensorflow_probability/python/distributions/matrix_t_linear_operator_test.py	159
tensorflow_probability/python/distributions/mixture_same_family_test.py	462
tensorflow_probability/python/distributions/mixture_test.py	780
tensorflow_probability/python/distributions/moyal_test.py	223
tensorflow_probability/python/distributions/multinomial_test.py	389
tensorflow_probability/python/distributions/multivariate_student_t_test.py	389
tensorflow_probability/python/distributions/mvn_diag_plus_low_rank_covariance_test.py	44
tensorflow_probability/python/distributions/mvn_diag_plus_low_rank_test.py	298
tensorflow_probability/python/distributions/mvn_diag_test.py	315
tensorflow_probability/python/distributions/mvn_full_covariance_test.py	123
tensorflow_probability/python/distributions/mvn_linear_operator_test.py	178
tensorflow_probability/python/distributions/mvn_low_rank_update_linear_operator_covariance_test.py	314
tensorflow_probability/python/distributions/mvn_tril_test.py	466
tensorflow_probability/python/distributions/negative_binomial_test.py	315
tensorflow_probability/python/distributions/normal_conjugate_posteriors_test.py	181
tensorflow_probability/python/distributions/normal_inverse_gaussian_test.py	192
tensorflow_probability/python/distributions/normal_test.py	396
tensorflow_probability/python/distributions/numerical_properties_test.py	183
tensorflow_probability/python/distributions/onehot_categorical_test.py	290
tensorflow_probability/python/distributions/ordered_logistic_test.py	145
tensorflow_probability/python/distributions/pareto_test.py	309
tensorflow_probability/python/distributions/pert_test.py	181
tensorflow_probability/python/distributions/pixel_cnn_test.py	202
tensorflow_probability/python/distributions/plackett_luce_test.py	126
tensorflow_probability/python/distributions/platform_compatibility_test.py	376
tensorflow_probability/python/distributions/poisson_lognormal_test.py	129
tensorflow_probability/python/distributions/poisson_test.py	464
tensorflow_probability/python/distributions/power_spherical_test.py	500
tensorflow_probability/python/distributions/probit_bernoulli_test.py	285
tensorflow_probability/python/distributions/quantized_distribution_test.py	327
tensorflow_probability/python/distributions/relaxed_bernoulli_test.py	253
tensorflow_probability/python/distributions/relaxed_onehot_categorical_test.py	271
tensorflow_probability/python/distributions/sample_test.py	444
tensorflow_probability/python/distributions/sigmoid_beta_test.py	213
tensorflow_probability/python/distributions/sinh_arcsinh_test.py	167
tensorflow_probability/python/distributions/skellam_test.py	246
tensorflow_probability/python/distributions/spherical_uniform_test.py	181
tensorflow_probability/python/distributions/stochastic_process_properties_test.py	485
tensorflow_probability/python/distributions/stopping_ratio_logistic_test.py	94
tensorflow_probability/python/distributions/student_t_process_regression_model_test.py	253
tensorflow_probability/python/distributions/student_t_process_test.py	191
tensorflow_probability/python/distributions/student_t_test.py	449
tensorflow_probability/python/distributions/transformed_distribution_test.py	992
tensorflow_probability/python/distributions/triangular_test.py	313
tensorflow_probability/python/distributions/truncated_cauchy_test.py	147
tensorflow_probability/python/distributions/truncated_normal_test.py	469
tensorflow_probability/python/distributions/uniform_test.py	273
tensorflow_probability/python/distributions/variational_gaussian_process_test.py	247
tensorflow_probability/python/distributions/von_mises_fisher_test.py	357
tensorflow_probability/python/distributions/von_mises_test.py	354
tensorflow_probability/python/distributions/weibull_test.py	275
tensorflow_probability/python/distributions/wishart_test.py	421
tensorflow_probability/python/distributions/zipf_test.py	331
tensorflow_probability/python/experimental/auto_batching/allocation_strategy_test.py	62
tensorflow_probability/python/experimental/auto_batching/dsl_test.py	134
tensorflow_probability/python/experimental/auto_batching/frontend_test.py	507
tensorflow_probability/python/experimental/auto_batching/instructions_test.py	58
tensorflow_probability/python/experimental/auto_batching/lowering_test.py	35
tensorflow_probability/python/experimental/auto_batching/numpy_backend_test.py	47
tensorflow_probability/python/experimental/auto_batching/stack_optimization_test.py	18
tensorflow_probability/python/experimental/auto_batching/stackless_test.py	49
tensorflow_probability/python/experimental/auto_batching/test_programs.py	417
tensorflow_probability/python/experimental/auto_batching/tf_backend_test.py	62
tensorflow_probability/python/experimental/auto_batching/type_inference_test.py	152
tensorflow_probability/python/experimental/auto_batching/virtual_machine_test.py	140
tensorflow_probability/python/experimental/bijectors/distribution_bijectors_test.py	160
tensorflow_probability/python/experimental/bijectors/highway_flow_test.py	141
tensorflow_probability/python/experimental/bijectors/scalar_function_with_inferred_inverse_test.py	201
tensorflow_probability/python/experimental/bijectors/sharded_test.py	70
tensorflow_probability/python/experimental/distribute/diagonal_mass_matrix_adaptation_test.py	115
tensorflow_probability/python/experimental/distribute/joint_distribution_test.py	317
tensorflow_probability/python/experimental/distribute/sharded_test.py	355
tensorflow_probability/python/experimental/distributions/importance_resample_test.py	199
tensorflow_probability/python/experimental/distributions/increment_log_prob_test.py	88
tensorflow_probability/python/experimental/distributions/joint_distribution_pinned_test.py	397
tensorflow_probability/python/experimental/distributions/marginal_fns_test.py	123
tensorflow_probability/python/experimental/distributions/mvn_precision_factor_linop_test.py	166
tensorflow_probability/python/experimental/joint_distribution_layers/layers_test.py	193
tensorflow_probability/python/experimental/linalg/linear_operator_psd_kernel_test.py	248
tensorflow_probability/python/experimental/linalg/no_pivot_ldl_test.py	73
tensorflow_probability/python/experimental/marginalize/logeinsumexp_test.py	142
tensorflow_probability/python/experimental/marginalize/marginalizable_test.py	229
tensorflow_probability/python/experimental/math/manual_special_functions_test.py	354
tensorflow_probability/python/experimental/mcmc/covariance_reducer_test.py	100
tensorflow_probability/python/experimental/mcmc/diagonal_mass_matrix_adaptation_test.py	319
tensorflow_probability/python/experimental/mcmc/elliptical_slice_sampler_test.py	95
tensorflow_probability/python/experimental/mcmc/expectations_reducer_test.py	60
tensorflow_probability/python/experimental/mcmc/gradient_based_trajectory_length_adaptation_test.py	590
tensorflow_probability/python/experimental/mcmc/initialization_test.py	140
tensorflow_probability/python/experimental/mcmc/internal/test_fixtures.py	70
tensorflow_probability/python/experimental/mcmc/kernel_builder_test.py	97
tensorflow_probability/python/experimental/mcmc/kernel_outputs_test.py	36
tensorflow_probability/python/experimental/mcmc/nuts_autobatching_test.py	309
tensorflow_probability/python/experimental/mcmc/nuts_autobatching_xla_test.py	92
tensorflow_probability/python/experimental/mcmc/particle_filter_augmentation_test.py	103
tensorflow_probability/python/experimental/mcmc/particle_filter_test.py	439
tensorflow_probability/python/experimental/mcmc/pnuts_test.py	900
tensorflow_probability/python/experimental/mcmc/potential_scale_reduction_reducer_test.py	79
tensorflow_probability/python/experimental/mcmc/preconditioned_hmc_test.py	633
tensorflow_probability/python/experimental/mcmc/progress_bar_reducer_test.py	45
tensorflow_probability/python/experimental/mcmc/sample_discarding_kernel_test.py	249
tensorflow_probability/python/experimental/mcmc/sample_fold_test.py	424
tensorflow_probability/python/experimental/mcmc/sample_sequential_monte_carlo_test.py	205
tensorflow_probability/python/experimental/mcmc/sample_test.py	97
tensorflow_probability/python/experimental/mcmc/sequential_monte_carlo_kernel_test.py	99
tensorflow_probability/python/experimental/mcmc/sharded_test.py	35
tensorflow_probability/python/experimental/mcmc/snaper_hmc_test.py	622
tensorflow_probability/python/experimental/mcmc/step_test.py	122
tensorflow_probability/python/experimental/mcmc/thermodynamic_integrals_test.py	150
tensorflow_probability/python/experimental/mcmc/thinning_kernel_test.py	158
tensorflow_probability/python/experimental/mcmc/tracing_reducer_test.py	59
tensorflow_probability/python/experimental/mcmc/weighted_resampling_test.py	233
tensorflow_probability/python/experimental/mcmc/windowed_sampling_test.py	654
tensorflow_probability/python/experimental/mcmc/with_reductions_test.py	384
tensorflow_probability/python/experimental/nn/affine_layers_test.py	149
tensorflow_probability/python/experimental/nn/convolutional_layers_test.py	113
tensorflow_probability/python/experimental/nn/convolutional_layers_v2_test.py	115
tensorflow_probability/python/experimental/nn/convolutional_transpose_layers_test.py	97
tensorflow_probability/python/experimental/nn/layers_test.py	74
tensorflow_probability/python/experimental/nn/util/convolution_util_test.py	435
tensorflow_probability/python/experimental/nn/util/kernel_bias_test.py	47
tensorflow_probability/python/experimental/nn/util/random_variable_test.py	69
tensorflow_probability/python/experimental/parallel_filter/parallel_kalman_filter_test.py	335
tensorflow_probability/python/experimental/sequential/ensemble_adjustment_kalman_filter_test.py	79
tensorflow_probability/python/experimental/sequential/ensemble_kalman_filter_test.py	180
tensorflow_probability/python/experimental/sequential/extended_kalman_filter_test.py	146
tensorflow_probability/python/experimental/sequential/iterated_filter_test.py	122
tensorflow_probability/python/experimental/stats/sample_stats_test.py	307
tensorflow_probability/python/experimental/sts_gibbs/benchmarks_test.py	68
tensorflow_probability/python/experimental/sts_gibbs/gibbs_sampler_test.py	407
tensorflow_probability/python/experimental/sts_gibbs/spike_and_slab_test.py	235
tensorflow_probability/python/experimental/util/composite_tensor_test.py	378
tensorflow_probability/python/experimental/util/deferred_module_test.py	114
tensorflow_probability/python/experimental/util/jit_public_methods_test.py	93
tensorflow_probability/python/experimental/util/trainable_test.py	284
tensorflow_probability/python/experimental/vi/automatic_structured_vi_test.py	352
tensorflow_probability/python/experimental/vi/surrogate_posteriors_test.py	549
tensorflow_probability/python/experimental/vi/util/trainable_linear_operators_test.py	176
tensorflow_probability/python/glm/family_test.py	222
tensorflow_probability/python/glm/fisher_scoring_test.py	270
tensorflow_probability/python/glm/proximal_hessian_test.py	312
tensorflow_probability/python/internal/auto_composite_tensor_test.py	564
tensorflow_probability/python/internal/backend/numpy/numpy_test.py	1609
tensorflow_probability/python/internal/backend/numpy/rewrite_equivalence_test.py	52
tensorflow_probability/python/internal/backend/numpy/tensor_array_ops_test.py	64
tensorflow_probability/python/internal/backend/numpy/test_lib.py	55
tensorflow_probability/python/internal/batch_shape_lib_test.py	124
tensorflow_probability/python/internal/batched_rejection_sampler_test.py	82
tensorflow_probability/python/internal/broadcast_util_test.py	37
tensorflow_probability/python/internal/cache_util_test.py	252
tensorflow_probability/python/internal/callable_util_test.py	57
tensorflow_probability/python/internal/custom_gradient_test.py	96
tensorflow_probability/python/internal/distribute_lib_test.py	631
tensorflow_probability/python/internal/distribution_util_test.py	840
tensorflow_probability/python/internal/docstring_util_test.py	20
tensorflow_probability/python/internal/dtype_util_test.py	161
tensorflow_probability/python/internal/hypothesis_testlib_test.py	34
tensorflow_probability/python/internal/implementation_selection_test.py	53
tensorflow_probability/python/internal/loop_util_test.py	144
tensorflow_probability/python/internal/nest_util_test.py	435
tensorflow_probability/python/internal/numerics_testing_test.py	27
tensorflow_probability/python/internal/prefer_static_test.py	429
tensorflow_probability/python/internal/samplers_test.py	94
tensorflow_probability/python/internal/slicing_test.py	219
tensorflow_probability/python/internal/special_math_test.py	200
tensorflow_probability/python/internal/structural_tuple_test.py	133
tensorflow_probability/python/internal/tensor_util_test.py	133
tensorflow_probability/python/internal/tensorshape_util_test.py	46
tensorflow_probability/python/internal/test_combinations.py	151
tensorflow_probability/python/internal/test_combinations_test.py	64
tensorflow_probability/python/internal/test_util.py	582
tensorflow_probability/python/internal/test_util_scipy.py	24
tensorflow_probability/python/internal/test_util_test.py	231
tensorflow_probability/python/internal/trainable_state_util_test.py	254
tensorflow_probability/python/internal/unnest_test.py	275
tensorflow_probability/python/internal/vectorization_util_test.py	158
tensorflow_probability/python/layers/conv_variational_test.py	529
tensorflow_probability/python/layers/dense_variational_test.py	397
tensorflow_probability/python/layers/dense_variational_v2_test.py	55
tensorflow_probability/python/layers/distribution_layer_test.py	1194
tensorflow_probability/python/layers/initializers_test.py	22
tensorflow_probability/python/layers/internal/distribution_tensor_coercible_test.py	204
tensorflow_probability/python/layers/internal/tensor_tuple_test.py	71
tensorflow_probability/python/layers/masked_autoregressive_test.py	38
tensorflow_probability/python/layers/variable_input_test.py	61
tensorflow_probability/python/layers/weight_norm_test.py	239
tensorflow_probability/python/math/bessel_test.py	474
tensorflow_probability/python/math/custom_gradient_test.py	79
tensorflow_probability/python/math/diag_jacobian_test.py	73
tensorflow_probability/python/math/generic_test.py	572
tensorflow_probability/python/math/gradient_test.py	234
tensorflow_probability/python/math/gram_schmidt_test.py	80
tensorflow_probability/python/math/hypergeometric_test.py	170
tensorflow_probability/python/math/integration_test.py	150
tensorflow_probability/python/math/interpolation_test.py	653
tensorflow_probability/python/math/linalg_test.py	624
tensorflow_probability/python/math/minimize_test.py	419
tensorflow_probability/python/math/numeric_test.py	56
tensorflow_probability/python/math/ode/bdf_util_test.py	91
tensorflow_probability/python/math/ode/ode_test.py	601
tensorflow_probability/python/math/ode/runge_kutta_util_test.py	114
tensorflow_probability/python/math/ode/util_test.py	63
tensorflow_probability/python/math/ode/xla_test.py	37
tensorflow_probability/python/math/psd_kernels/changepoint_test.py	94
tensorflow_probability/python/math/psd_kernels/exp_sin_squared_test.py	94
tensorflow_probability/python/math/psd_kernels/exponential_curve_test.py	72
tensorflow_probability/python/math/psd_kernels/exponentiated_quadratic_test.py	119
tensorflow_probability/python/math/psd_kernels/feature_scaled_test.py	108
tensorflow_probability/python/math/psd_kernels/feature_transformed_test.py	150
tensorflow_probability/python/math/psd_kernels/internal/util_test.py	145
tensorflow_probability/python/math/psd_kernels/kumaraswamy_transformed_test.py	99
tensorflow_probability/python/math/psd_kernels/matern_test.py	351
tensorflow_probability/python/math/psd_kernels/parabolic_test.py	85
tensorflow_probability/python/math/psd_kernels/pointwise_exponential_test.py	31
tensorflow_probability/python/math/psd_kernels/polynomial_test.py	254
tensorflow_probability/python/math/psd_kernels/positive_semidefinite_kernel_test.py	368
tensorflow_probability/python/math/psd_kernels/psd_kernel_properties_test.py	176
tensorflow_probability/python/math/psd_kernels/rational_quadratic_test.py	137
tensorflow_probability/python/math/psd_kernels/schur_complement_test.py	261
tensorflow_probability/python/math/random_ops_test.py	71
tensorflow_probability/python/math/root_search_test.py	252
tensorflow_probability/python/math/scan_associative_test.py	174
tensorflow_probability/python/math/sparse_test.py	129
tensorflow_probability/python/math/special_test.py	680
tensorflow_probability/python/mcmc/diagnostic_test.py	514
tensorflow_probability/python/mcmc/dual_averaging_step_size_adaptation_test.py	586
tensorflow_probability/python/mcmc/eight_schools_hmc_eager_test.py	10
tensorflow_probability/python/mcmc/eight_schools_hmc_graph_test.py	8
tensorflow_probability/python/mcmc/hmc_test.py	917
tensorflow_probability/python/mcmc/internal/leapfrog_integrator_test.py	53
tensorflow_probability/python/mcmc/internal/util_test.py	341
tensorflow_probability/python/mcmc/langevin_test.py	207
tensorflow_probability/python/mcmc/metropolis_hastings_test.py	297
tensorflow_probability/python/mcmc/nuts_test.py	519
tensorflow_probability/python/mcmc/random_walk_metropolis_test.py	199
tensorflow_probability/python/mcmc/replica_exchange_mc_test.py	1166
tensorflow_probability/python/mcmc/sample_annealed_importance_test.py	148
tensorflow_probability/python/mcmc/sample_halton_sequence_test.py	135
tensorflow_probability/python/mcmc/sample_test.py	366
tensorflow_probability/python/mcmc/simple_step_size_adaptation_test.py	454
tensorflow_probability/python/mcmc/slice_sampler_test.py	207
tensorflow_probability/python/mcmc/transformed_kernel_test.py	403
tensorflow_probability/python/monte_carlo/expectation_test.py	141
tensorflow_probability/python/optimizer/bfgs_test.py	401
tensorflow_probability/python/optimizer/convergence_criteria/loss_not_decreasing_test.py	110
tensorflow_probability/python/optimizer/convergence_criteria/successive_gradients_are_uncorrelated_test.py	53
tensorflow_probability/python/optimizer/differential_evolution_test.py	150
tensorflow_probability/python/optimizer/lbfgs_test.py	366
tensorflow_probability/python/optimizer/linesearch/hager_zhang_test.py	248
tensorflow_probability/python/optimizer/linesearch/internal/hager_zhang_lib_test.py	240
tensorflow_probability/python/optimizer/nelder_mead_test.py	240
tensorflow_probability/python/optimizer/proximal_hessian_sparse_test.py	141
tensorflow_probability/python/optimizer/sgld_test.py	295
tensorflow_probability/python/optimizer/variational_sgd_test.py	278
tensorflow_probability/python/random/random_ops_test.py	129
tensorflow_probability/python/stats/calibration_test.py	253
tensorflow_probability/python/stats/kendalls_tau_test.py	63
tensorflow_probability/python/stats/leave_one_out_test.py	187
tensorflow_probability/python/stats/moving_stats_test.py	105
tensorflow_probability/python/stats/quantiles_test.py	589
tensorflow_probability/python/stats/ranking_test.py	61
tensorflow_probability/python/stats/sample_stats_test.py	509
tensorflow_probability/python/sts/anomaly_detection/anomaly_detection_test.py	136
tensorflow_probability/python/sts/components/autoregressive_integrated_moving_average_test.py	61
tensorflow_probability/python/sts/components/autoregressive_moving_average_test.py	157
tensorflow_probability/python/sts/components/autoregressive_test.py	113
tensorflow_probability/python/sts/components/dynamic_regression_test.py	106
tensorflow_probability/python/sts/components/local_level_test.py	103
tensorflow_probability/python/sts/components/local_linear_trend_test.py	116
tensorflow_probability/python/sts/components/regression_test.py	157
tensorflow_probability/python/sts/components/seasonal_test.py	270
tensorflow_probability/python/sts/components/semilocal_linear_trend_test.py	135
tensorflow_probability/python/sts/components/smooth_seasonal_test.py	108
tensorflow_probability/python/sts/components/sum_test.py	320
tensorflow_probability/python/sts/decomposition_test.py	106
tensorflow_probability/python/sts/default_model_test.py	93
tensorflow_probability/python/sts/fitting_test.py	256
tensorflow_probability/python/sts/forecast_test.py	264
tensorflow_probability/python/sts/holiday_effects_test.py	91
tensorflow_probability/python/sts/internal/missing_values_util_test.py	56
tensorflow_probability/python/sts/internal/seasonality_util_test.py	121
tensorflow_probability/python/sts/internal/util_test.py	278
tensorflow_probability/python/sts/regularization_test.py	173
tensorflow_probability/python/sts/structural_time_series_test.py	420
tensorflow_probability/python/util/deferred_tensor_test.py	738
tensorflow_probability/python/util/seed_stream_test.py	51
tensorflow_probability/python/vi/csiszar_divergence_test.py	836
tensorflow_probability/python/vi/mutual_information_test.py	150
tensorflow_probability/python/vi/optimization_test.py	258
tensorflow_probability/substrates/meta/jax_integration_test.py	37
tensorflow_probability/substrates/meta/numpy_integration_test.py	20
testing/run_github_tests.sh	43
testing/run_tfp_test.sh	18