├── .codecov.yml ├── .coveragerc ├── .gitattributes ├── .github ├── FUNDING.yml ├── ISSUE_TEMPLATE │ ├── config.yml │ └── issue_template.md └── workflows │ ├── ci.yml │ └── publish.yml ├── .gitignore ├── .readthedocs.yml ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE.md ├── LICENSES ├── Apache-2.0.txt ├── BSD-3-Clause.txt └── MIT.txt ├── MANIFEST.in ├── Makefile ├── README.md ├── RELEASE-MANAGEMENT.md ├── docker ├── Dockerfile ├── Makefile ├── README.md └── install.sh ├── docs ├── Makefile ├── README.md ├── requirements.txt └── source │ ├── _static │ ├── css │ │ └── pyro.css │ └── img │ │ ├── favicon │ │ ├── android-icon-144x144.png │ │ ├── android-icon-192x192.png │ │ ├── android-icon-36x36.png │ │ ├── android-icon-48x48.png │ │ ├── android-icon-72x72.png │ │ ├── android-icon-96x96.png │ │ ├── apple-icon-114x114.png │ │ ├── apple-icon-120x120.png │ │ ├── apple-icon-144x144.png │ │ ├── apple-icon-152x152.png │ │ ├── apple-icon-180x180.png │ │ ├── apple-icon-57x57.png │ │ ├── apple-icon-60x60.png │ │ ├── apple-icon-72x72.png │ │ ├── apple-icon-76x76.png │ │ ├── apple-icon-precomposed.png │ │ ├── apple-icon.png │ │ ├── browserconfig.xml │ │ ├── favicon-16x16.png │ │ ├── favicon-32x32.png │ │ ├── favicon-96x96.png │ │ ├── favicon.ico │ │ ├── manifest.json │ │ ├── ms-icon-144x144.png │ │ ├── ms-icon-150x150.png │ │ ├── ms-icon-310x310.png │ │ └── ms-icon-70x70.png │ │ ├── pyro_logo.png │ │ ├── pyro_logo_small.png │ │ ├── pyro_logo_wide.png │ │ └── pyro_logo_with_text.png │ ├── conf.py │ ├── contrib.autoname.rst │ ├── contrib.bnn.rst │ ├── contrib.cevae.rst │ ├── contrib.easyguide.rst │ ├── contrib.epidemiology.rst │ ├── contrib.examples.rst │ ├── contrib.forecast.rst │ ├── contrib.funsor.rst │ ├── contrib.gp.rst │ ├── contrib.minipyro.rst │ ├── contrib.mue.rst │ ├── contrib.oed.rst │ ├── contrib.randomvariable.rst │ ├── contrib.timeseries.rst │ ├── contrib.tracking.rst │ ├── contrib.zuko.rst │ ├── distributions.rst │ ├── getting_started.rst │ ├── index.rst │ ├── infer.autoguide.rst │ ├── infer.reparam.rst │ ├── infer.util.rst │ ├── inference.rst │ ├── inference_algos.rst │ ├── mcmc.rst │ ├── nn.rst │ ├── ops.rst │ ├── optimization.rst │ ├── parameters.rst │ ├── poutine.rst │ ├── primitives.rst │ ├── pyro.infer.mcmc.txt │ ├── pyro.optim.txt │ ├── pyro.poutine.txt │ ├── settings.rst │ └── testing.rst ├── examples ├── __init__.py ├── air │ ├── air.py │ ├── main.py │ ├── modules.py │ └── viz.py ├── baseball.py ├── capture_recapture │ ├── cjs.py │ ├── dipper_capture_histories.csv │ ├── dipper_capture_history.csv │ ├── dipper_sex.csv │ └── meadow_voles_capture_history.csv ├── contrib │ ├── __init__.py │ ├── autoname │ │ ├── mixture.py │ │ ├── scoping_mixture.py │ │ └── tree_data.py │ ├── cevae │ │ └── synthetic.py │ ├── epidemiology │ │ ├── regional.py │ │ └── sir.py │ ├── forecast │ │ └── bart.py │ ├── funsor │ │ ├── __init__.py │ │ └── hmm.py │ ├── gp │ │ └── sv-dkl.py │ ├── mue │ │ ├── FactorMuE.py │ │ └── ProfileHMM.py │ ├── oed │ │ ├── ab_test.py │ │ └── gp_bayes_opt.py │ └── timeseries │ │ └── gp_models.py ├── cvae │ ├── __init__.py │ ├── baseline.py │ ├── cvae.py │ ├── main.py │ ├── mnist.py │ └── util.py ├── dmm.py ├── eight_schools │ ├── README.md │ ├── data.py │ ├── mcmc.py │ └── svi.py ├── einsum.py ├── hmm.py ├── inclined_plane.py ├── lda.py ├── lkj.py ├── minipyro.py ├── mixed_hmm │ ├── README.md │ ├── __init__.py │ ├── experiment.py │ ├── model.py │ └── seal_data.py ├── neutra.py ├── rsa │ ├── README.md │ ├── generics.py │ ├── hyperbole.py │ ├── schelling.py │ ├── schelling_false.py │ ├── search_inference.py │ └── semantic_parsing.py ├── scanvi │ ├── __init__.py │ └── scanvi.py ├── sir_hmc.py ├── smcfilter.py ├── sparse_gamma_def.py ├── sparse_regression.py ├── svi_horovod.py ├── svi_lightning.py ├── svi_torch.py ├── toy_mixture_model_discrete_enumeration.py └── vae │ ├── ss_vae_M2.py │ ├── utils │ ├── __init__.py │ ├── custom_mlp.py │ ├── mnist_cached.py │ └── vae_plots.py │ ├── vae.py │ └── vae_comparison.py ├── profiler ├── __init__.py ├── distributions.py ├── gaussianhmm.py ├── hmm.py └── profiling_utils.py ├── pyproject.toml ├── pyro ├── __init__.py ├── contrib │ ├── README.md │ ├── __init__.py │ ├── autoguide.py │ ├── autoname │ │ ├── __init__.py │ │ ├── autoname.py │ │ ├── named.py │ │ └── scoping.py │ ├── bnn │ │ ├── __init__.py │ │ ├── hidden_layer.py │ │ └── utils.py │ ├── cevae │ │ └── __init__.py │ ├── conjugate │ │ ├── __init__.py │ │ └── infer.py │ ├── easyguide │ │ ├── __init__.py │ │ └── easyguide.py │ ├── epidemiology │ │ ├── __init__.py │ │ ├── compartmental.py │ │ ├── distributions.py │ │ ├── models.py │ │ └── util.py │ ├── examples │ │ ├── __init__.py │ │ ├── bart.py │ │ ├── finance.py │ │ ├── multi_mnist.py │ │ ├── nextstrain.py │ │ ├── polyphonic_data_loader.py │ │ ├── scanvi_data.py │ │ └── util.py │ ├── forecast │ │ ├── __init__.py │ │ ├── evaluate.py │ │ ├── forecaster.py │ │ └── util.py │ ├── funsor │ │ ├── __init__.py │ │ ├── handlers │ │ │ ├── __init__.py │ │ │ ├── enum_messenger.py │ │ │ ├── named_messenger.py │ │ │ ├── plate_messenger.py │ │ │ ├── primitives.py │ │ │ ├── replay_messenger.py │ │ │ ├── runtime.py │ │ │ └── trace_messenger.py │ │ └── infer │ │ │ ├── __init__.py │ │ │ ├── discrete.py │ │ │ ├── elbo.py │ │ │ ├── trace_elbo.py │ │ │ ├── traceenum_elbo.py │ │ │ └── tracetmc_elbo.py │ ├── gp │ │ ├── __init__.py │ │ ├── kernels │ │ │ ├── __init__.py │ │ │ ├── brownian.py │ │ │ ├── coregionalize.py │ │ │ ├── dot_product.py │ │ │ ├── isotropic.py │ │ │ ├── kernel.py │ │ │ ├── periodic.py │ │ │ └── static.py │ │ ├── likelihoods │ │ │ ├── __init__.py │ │ │ ├── binary.py │ │ │ ├── gaussian.py │ │ │ ├── likelihood.py │ │ │ ├── multi_class.py │ │ │ └── poisson.py │ │ ├── models │ │ │ ├── __init__.py │ │ │ ├── gplvm.py │ │ │ ├── gpr.py │ │ │ ├── model.py │ │ │ ├── sgpr.py │ │ │ ├── vgp.py │ │ │ └── vsgp.py │ │ ├── parameterized.py │ │ └── util.py │ ├── minipyro.py │ ├── mue │ │ ├── __init__.py │ │ ├── dataloaders.py │ │ ├── missingdatahmm.py │ │ ├── models.py │ │ └── statearrangers.py │ ├── oed │ │ ├── __init__.py │ │ ├── eig.py │ │ ├── glmm │ │ │ ├── __init__.py │ │ │ ├── glmm.py │ │ │ └── guides.py │ │ ├── search.py │ │ └── util.py │ ├── randomvariable │ │ ├── __init__.py │ │ └── random_variable.py │ ├── timeseries │ │ ├── __init__.py │ │ ├── base.py │ │ ├── gp.py │ │ ├── lgssm.py │ │ └── lgssmgp.py │ ├── tracking │ │ ├── __init__.py │ │ ├── assignment.py │ │ ├── distributions.py │ │ ├── dynamic_models.py │ │ ├── extended_kalman_filter.py │ │ ├── hashing.py │ │ └── measurements.py │ ├── util.py │ └── zuko.py ├── distributions │ ├── __init__.py │ ├── affine_beta.py │ ├── asymmetriclaplace.py │ ├── avf_mvn.py │ ├── coalescent.py │ ├── conditional.py │ ├── conjugate.py │ ├── constraints.py │ ├── delta.py │ ├── diag_normal_mixture.py │ ├── diag_normal_mixture_shared_cov.py │ ├── distribution.py │ ├── empirical.py │ ├── extended.py │ ├── folded.py │ ├── gaussian_scale_mixture.py │ ├── grouped_normal_normal.py │ ├── hmm.py │ ├── improper_uniform.py │ ├── inverse_gamma.py │ ├── kl.py │ ├── lkj.py │ ├── log_normal_negative_binomial.py │ ├── logistic.py │ ├── mixture.py │ ├── multivariate_studentt.py │ ├── nanmasked.py │ ├── omt_mvn.py │ ├── one_one_matching.py │ ├── one_two_matching.py │ ├── ordered_logistic.py │ ├── polya_gamma.py │ ├── projected_normal.py │ ├── rejector.py │ ├── relaxed_straight_through.py │ ├── score_parts.py │ ├── sine_bivariate_von_mises.py │ ├── sine_skewed.py │ ├── softlaplace.py │ ├── spanning_tree.cpp │ ├── spanning_tree.py │ ├── stable.py │ ├── stable_log_prob.py │ ├── testing │ │ ├── __init__.py │ │ ├── fakes.py │ │ ├── gof.py │ │ ├── naive_dirichlet.py │ │ ├── rejection_exponential.py │ │ ├── rejection_gamma.py │ │ └── special.py │ ├── torch.py │ ├── torch_distribution.py │ ├── torch_patch.py │ ├── torch_transform.py │ ├── transforms │ │ ├── __init__.py │ │ ├── affine_autoregressive.py │ │ ├── affine_coupling.py │ │ ├── basic.py │ │ ├── batchnorm.py │ │ ├── block_autoregressive.py │ │ ├── cholesky.py │ │ ├── discrete_cosine.py │ │ ├── generalized_channel_permute.py │ │ ├── haar.py │ │ ├── householder.py │ │ ├── lower_cholesky_affine.py │ │ ├── matrix_exponential.py │ │ ├── neural_autoregressive.py │ │ ├── normalize.py │ │ ├── ordered.py │ │ ├── permute.py │ │ ├── planar.py │ │ ├── polynomial.py │ │ ├── power.py │ │ ├── radial.py │ │ ├── simplex_to_ordered.py │ │ ├── softplus.py │ │ ├── spline.py │ │ ├── spline_autoregressive.py │ │ ├── spline_coupling.py │ │ ├── sylvester.py │ │ ├── unit_cholesky.py │ │ └── utils.py │ ├── unit.py │ ├── util.py │ ├── von_mises_3d.py │ └── zero_inflated.py ├── generic.py ├── infer │ ├── __init__.py │ ├── abstract_infer.py │ ├── autoguide │ │ ├── __init__.py │ │ ├── effect.py │ │ ├── gaussian.py │ │ ├── guides.py │ │ ├── initialization.py │ │ ├── structured.py │ │ └── utils.py │ ├── csis.py │ ├── discrete.py │ ├── elbo.py │ ├── energy_distance.py │ ├── enum.py │ ├── importance.py │ ├── inspect.py │ ├── mcmc │ │ ├── __init__.py │ │ ├── adaptation.py │ │ ├── api.py │ │ ├── hmc.py │ │ ├── logger.py │ │ ├── mcmc_kernel.py │ │ ├── nuts.py │ │ ├── rwkernel.py │ │ └── util.py │ ├── predictive.py │ ├── renyi_elbo.py │ ├── reparam │ │ ├── __init__.py │ │ ├── conjugate.py │ │ ├── discrete_cosine.py │ │ ├── haar.py │ │ ├── hmm.py │ │ ├── loc_scale.py │ │ ├── neutra.py │ │ ├── projected_normal.py │ │ ├── reparam.py │ │ ├── softmax.py │ │ ├── split.py │ │ ├── stable.py │ │ ├── strategies.py │ │ ├── structured.py │ │ ├── studentt.py │ │ ├── transform.py │ │ └── unit_jacobian.py │ ├── resampler.py │ ├── rws.py │ ├── smcfilter.py │ ├── svgd.py │ ├── svi.py │ ├── trace_elbo.py │ ├── trace_mean_field_elbo.py │ ├── trace_mmd.py │ ├── trace_tail_adaptive_elbo.py │ ├── traceenum_elbo.py │ ├── tracegraph_elbo.py │ ├── tracetmc_elbo.py │ └── util.py ├── logger.py ├── nn │ ├── __init__.py │ ├── auto_reg_nn.py │ ├── dense_nn.py │ └── module.py ├── ops │ ├── __init__.py │ ├── arrowhead.py │ ├── contract.py │ ├── dual_averaging.py │ ├── einsum │ │ ├── __init__.py │ │ ├── adjoint.py │ │ ├── torch_log.py │ │ ├── torch_map.py │ │ ├── torch_marginal.py │ │ ├── torch_sample.py │ │ └── util.py │ ├── gamma_gaussian.py │ ├── gaussian.py │ ├── hessian.py │ ├── indexing.py │ ├── integrator.py │ ├── jit.py │ ├── linalg.py │ ├── newton.py │ ├── packed.py │ ├── provenance.py │ ├── rings.py │ ├── special.py │ ├── ssm_gp.py │ ├── stats.py │ ├── streaming.py │ ├── tensor_utils.py │ └── welford.py ├── optim │ ├── __init__.py │ ├── adagrad_rmsprop.py │ ├── clipped_adam.py │ ├── dct_adam.py │ ├── horovod.py │ ├── lr_scheduler.py │ ├── multi.py │ ├── optim.py │ └── pytorch_optimizers.py ├── params │ ├── __init__.py │ └── param_store.py ├── poutine │ ├── __init__.py │ ├── block_messenger.py │ ├── broadcast_messenger.py │ ├── collapse_messenger.py │ ├── condition_messenger.py │ ├── do_messenger.py │ ├── enum_messenger.py │ ├── equalize_messenger.py │ ├── escape_messenger.py │ ├── guide.py │ ├── handlers.py │ ├── indep_messenger.py │ ├── infer_config_messenger.py │ ├── lift_messenger.py │ ├── markov_messenger.py │ ├── mask_messenger.py │ ├── messenger.py │ ├── plate_messenger.py │ ├── reentrant_messenger.py │ ├── reparam_messenger.py │ ├── replay_messenger.py │ ├── runtime.py │ ├── scale_messenger.py │ ├── seed_messenger.py │ ├── subsample_messenger.py │ ├── substitute_messenger.py │ ├── trace_messenger.py │ ├── trace_struct.py │ ├── uncondition_messenger.py │ └── util.py ├── primitives.py ├── py.typed ├── settings.py └── util.py ├── scripts ├── install_pytorch.sh ├── perf_test.sh ├── profile_model.sh ├── update_headers.py └── update_version.py ├── setup.cfg ├── setup.py ├── tests ├── README.md ├── __init__.py ├── common.py ├── conftest.py ├── contrib │ ├── __init__.py │ ├── autoname │ │ ├── test_autoname.py │ │ ├── test_named.py │ │ └── test_scoping.py │ ├── bnn │ │ └── test_hidden_layer.py │ ├── cevae │ │ └── test_cevae.py │ ├── conftest.py │ ├── easyguide │ │ └── test_easyguide.py │ ├── epidemiology │ │ ├── __init__.py │ │ ├── test_distributions.py │ │ ├── test_models.py │ │ ├── test_quant.py │ │ └── test_util.py │ ├── forecast │ │ ├── __init__.py │ │ ├── test_evaluate.py │ │ ├── test_forecaster.py │ │ └── test_util.py │ ├── funsor │ │ ├── conftest.py │ │ ├── test_enum_funsor.py │ │ ├── test_infer_discrete.py │ │ ├── test_named_handlers.py │ │ ├── test_pyroapi_funsor.py │ │ ├── test_tmc.py │ │ ├── test_valid_models_enum.py │ │ ├── test_valid_models_plate.py │ │ ├── test_valid_models_sequential_plate.py │ │ └── test_vectorized_markov.py │ ├── gp │ │ ├── __init__.py │ │ ├── test_conditional.py │ │ ├── test_kernels.py │ │ ├── test_likelihoods.py │ │ ├── test_models.py │ │ └── test_parameterized.py │ ├── mue │ │ ├── test_dataloaders.py │ │ ├── test_missingdatahmm.py │ │ ├── test_models.py │ │ └── test_statearrangers.py │ ├── oed │ │ ├── test_ewma.py │ │ ├── test_finite_spaces_eig.py │ │ ├── test_glmm.py │ │ ├── test_linear_models_eig.py │ │ └── test_xexpx.py │ ├── randomvariable │ │ └── test_random_variable.py │ ├── test_hessian.py │ ├── test_minipyro.py │ ├── test_util.py │ ├── test_zuko.py │ ├── timeseries │ │ ├── test_gp.py │ │ └── test_lgssm.py │ └── tracking │ │ ├── __init__.py │ │ ├── test_assignment.py │ │ ├── test_distributions.py │ │ ├── test_dynamic_models.py │ │ ├── test_ekf.py │ │ ├── test_em.py │ │ ├── test_hashing.py │ │ └── test_measurements.py ├── distributions │ ├── __init__.py │ ├── conftest.py │ ├── dist_fixture.py │ ├── test_binomial.py │ ├── test_categorical.py │ ├── test_coalescent.py │ ├── test_conjugate.py │ ├── test_conjugate_update.py │ ├── test_constraints.py │ ├── test_cuda.py │ ├── test_delta.py │ ├── test_distributions.py │ ├── test_empirical.py │ ├── test_extended.py │ ├── test_gaussian_mixtures.py │ ├── test_grouped_normal_normal.py │ ├── test_haar.py │ ├── test_hmm.py │ ├── test_ig.py │ ├── test_improper_uniform.py │ ├── test_independent.py │ ├── test_kl.py │ ├── test_lkj.py │ ├── test_log_normal_negative_binomial.py │ ├── test_lowrank_mvn.py │ ├── test_mask.py │ ├── test_mixture.py │ ├── test_mvn.py │ ├── test_mvt.py │ ├── test_nanmasked.py │ ├── test_omt_mvn.py │ ├── test_one_hot_categorical.py │ ├── test_one_one_matching.py │ ├── test_one_two_matching.py │ ├── test_ordered_logistic.py │ ├── test_pickle.py │ ├── test_polya_gamma.py │ ├── test_projected_normal.py │ ├── test_rejector.py │ ├── test_relaxed_straight_through.py │ ├── test_reshape.py │ ├── test_shapes.py │ ├── test_sine_bivariate_von_mises.py │ ├── test_sine_skewed.py │ ├── test_spanning_tree.py │ ├── test_stable.py │ ├── test_stable_log_prob.py │ ├── test_tensor_type.py │ ├── test_torch_patch.py │ ├── test_transforms.py │ ├── test_unit.py │ ├── test_util.py │ ├── test_von_mises.py │ ├── test_zero_inflated.py │ └── testing │ │ ├── test_gof.py │ │ └── test_special.py ├── doctest_fixtures.py ├── infer │ ├── __init__.py │ ├── autoguide │ │ ├── __init__.py │ │ ├── conftest.py │ │ ├── test_gaussian.py │ │ ├── test_inference.py │ │ └── test_mean_field_entropy.py │ ├── conftest.py │ ├── enum_growth.ipynb │ ├── mcmc │ │ ├── __init__.py │ │ ├── test_adaptation.py │ │ ├── test_hmc.py │ │ ├── test_mcmc_api.py │ │ ├── test_mcmc_util.py │ │ ├── test_nuts.py │ │ ├── test_rwkernel.py │ │ └── test_valid_models.py │ ├── reparam │ │ ├── __init__.py │ │ ├── test_conjugate.py │ │ ├── test_discrete_cosine.py │ │ ├── test_haar.py │ │ ├── test_hmm.py │ │ ├── test_loc_scale.py │ │ ├── test_neutra.py │ │ ├── test_projected_normal.py │ │ ├── test_softmax.py │ │ ├── test_split.py │ │ ├── test_stable.py │ │ ├── test_strategies.py │ │ ├── test_structured.py │ │ ├── test_studentt.py │ │ ├── test_transform.py │ │ ├── test_unit_jacobian.py │ │ └── util.py │ ├── test_abstract_infer.py │ ├── test_autoguide.py │ ├── test_compute_downstream_costs.py │ ├── test_conjugate_gradients.py │ ├── test_csis.py │ ├── test_discrete.py │ ├── test_elbo_mapdata.py │ ├── test_enum.py │ ├── test_gradient.py │ ├── test_inference.py │ ├── test_initialization.py │ ├── test_inspect.py │ ├── test_jit.py │ ├── test_multi_sample_elbos.py │ ├── test_predictive.py │ ├── test_resampler.py │ ├── test_sampling.py │ ├── test_smcfilter.py │ ├── test_svgd.py │ ├── test_tmc.py │ ├── test_util.py │ └── test_valid_models.py ├── integration_tests │ ├── __init__.py │ ├── conftest.py │ ├── test_conjugate_gaussian_models.py │ └── test_tracegraph_elbo.py ├── nn │ ├── __init__.py │ ├── conftest.py │ ├── test_autoregressive.py │ └── test_module.py ├── ops │ ├── __init__.py │ ├── conftest.py │ ├── einsum │ │ ├── conftest.py │ │ ├── test_adjoint.py │ │ └── test_torch_log.py │ ├── gamma_gaussian.py │ ├── gaussian.py │ ├── test_arrowhead.py │ ├── test_contract.py │ ├── test_gamma_gaussian.py │ ├── test_gaussian.py │ ├── test_indexing.py │ ├── test_integrator.py │ ├── test_jit.py │ ├── test_linalg.py │ ├── test_newton.py │ ├── test_packed.py │ ├── test_provenance.py │ ├── test_special.py │ ├── test_ssm_gp.py │ ├── test_stats.py │ ├── test_streaming.py │ ├── test_tensor_utils.py │ └── test_welford.py ├── optim │ ├── __init__.py │ ├── conftest.py │ ├── test_multi.py │ └── test_optim.py ├── params │ ├── __init__.py │ ├── conftest.py │ ├── test_module.py │ └── test_param.py ├── perf │ ├── __init__.py │ ├── conftest.py │ └── test_benchmark.py ├── poutine │ ├── __init__.py │ ├── conftest.py │ ├── test_counterfactual.py │ ├── test_mapdata.py │ ├── test_nesting.py │ ├── test_poutines.py │ ├── test_properties.py │ ├── test_runtime.py │ └── test_trace_struct.py ├── pyroapi │ ├── conftest.py │ └── test_pyroapi.py ├── test_examples.py ├── test_generic.py ├── test_primitives.py ├── test_settings.py └── test_util.py └── tutorial ├── Makefile ├── README.md └── source ├── RSA-hyperbole.ipynb ├── RSA-implicature.ipynb ├── _static ├── css │ └── pyro.css └── img │ ├── air │ ├── progress_accuracy.png │ ├── progress_elbo.png │ └── reconstructions.png │ ├── beta.png │ ├── conditional_samples │ ├── 0.jpg │ ├── 1.jpg │ ├── 2.jpg │ ├── 3.jpg │ ├── 4.jpg │ ├── 5.jpg │ ├── 6.jpg │ ├── 7.jpg │ ├── 8.jpg │ └── 9.jpg │ ├── dmm.tex │ ├── ekf_track.png │ ├── exp_1_acc_24_3000.png │ ├── exp_1_losses_24_3000.png │ ├── exp_2_acc_56_3000.png │ ├── exp_2_losses_56_3000.png │ ├── exp_3_acc_112_3000.png │ ├── exp_3_losses_112_3000.png │ ├── favicon │ └── favicon.ico │ ├── first_embedding.png │ ├── gpr-fit.gif │ ├── guide.png │ ├── model-generative.png │ ├── model-micro.png │ ├── model.png │ ├── pyro_logo_wide.png │ ├── sir_hmc │ ├── energy-trace.png │ ├── forecast.png │ └── parameters.png │ ├── ss_vae_m2.png │ ├── ss_vae_zoo.png │ ├── svgpr-fit.gif │ ├── test_nll.png │ ├── third_embedding.png │ ├── vae_guide.png │ ├── vae_model.png │ └── vae_plots │ ├── VAE_embedding.png │ ├── test_elbo_vae.png │ ├── vae_embeddings_pt1.jpg │ └── vae_embeddings_pt2.jpg ├── air.ipynb ├── autoname_examples.rst ├── baseball.rst ├── bayesian_regression.ipynb ├── bayesian_regression_ii.ipynb ├── bo.ipynb ├── boosting_bbvi.ipynb ├── capture_recapture.rst ├── cevae.rst ├── cleannb.py ├── conf.py ├── contrib_funsor_intro_i.ipynb ├── contrib_funsor_intro_ii.ipynb ├── csis.ipynb ├── custom_objectives.ipynb ├── cvae.ipynb ├── dirichlet_process_mixture.ipynb ├── dkl.rst ├── dmm.ipynb ├── easyguide.ipynb ├── effect_handlers.ipynb ├── einsum.rst ├── ekf.ipynb ├── elections.ipynb ├── enumeration.ipynb ├── epi_intro.ipynb ├── epi_regional.rst ├── epi_sir.rst ├── forecast_simple.rst ├── forecasting_dlm.ipynb ├── forecasting_i.ipynb ├── forecasting_ii.ipynb ├── forecasting_iii.ipynb ├── gmm.ipynb ├── gp.ipynb ├── gplvm.ipynb ├── hmm.rst ├── hmm_funsor.rst ├── inclined_plane.rst ├── index.rst ├── intro_long.ipynb ├── intro_part_i.ipynb ├── intro_part_ii.ipynb ├── jit.ipynb ├── lda.rst ├── lkj.rst ├── logistic-growth.ipynb ├── mcmc.rst ├── minipyro.rst ├── mixed_hmm.rst ├── mle_map.ipynb ├── model_rendering.ipynb ├── modules.ipynb ├── mue_factor.rst ├── mue_profile.rst ├── neutra.rst ├── normalizing_flows_intro.ipynb ├── predictive_deterministic.ipynb ├── prior_predictive.ipynb ├── prodlda.ipynb ├── reconciling_experts.ipynb ├── scanvi.ipynb ├── search_inference.py ├── sir_hmc.rst ├── smcfilter.rst ├── sparse_gamma.rst ├── sparse_regression.rst ├── ss-vae.ipynb ├── stable.ipynb ├── svi_flow_guide.ipynb ├── svi_horovod.rst ├── svi_lightning.rst ├── svi_part_i.ipynb ├── svi_part_ii.ipynb ├── svi_part_iii.ipynb ├── svi_part_iv.ipynb ├── svi_torch.rst ├── tensor_shapes.ipynb ├── timeseries.rst ├── toy_mixture_model_discrete_enumeration.rst ├── tracking_1d.ipynb ├── vae.ipynb ├── vae_flow_prior.ipynb ├── workflow.ipynb └── working_memory.ipynb /.codecov.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/pyro-ppl/pyro/HEAD/.codecov.yml -------------------------------------------------------------------------------- /.coveragerc: -------------------------------------------------------------------------------- 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