LICENSE.md
MANIFEST.in
README.md
pyproject.toml
setup.cfg
setup.py
pyro/__init__.py
pyro/_version.py
pyro/generic.py
pyro/logger.py
pyro/primitives.py
pyro/py.typed
pyro/settings.py
pyro/util.py
pyro/contrib/__init__.py
pyro/contrib/autoguide.py
pyro/contrib/minipyro.py
pyro/contrib/util.py
pyro/contrib/zuko.py
pyro/contrib/autoname/__init__.py
pyro/contrib/autoname/autoname.py
pyro/contrib/autoname/named.py
pyro/contrib/autoname/scoping.py
pyro/contrib/bnn/__init__.py
pyro/contrib/bnn/hidden_layer.py
pyro/contrib/bnn/utils.py
pyro/contrib/cevae/__init__.py
pyro/contrib/conjugate/__init__.py
pyro/contrib/conjugate/infer.py
pyro/contrib/easyguide/__init__.py
pyro/contrib/easyguide/easyguide.py
pyro/contrib/epidemiology/__init__.py
pyro/contrib/epidemiology/compartmental.py
pyro/contrib/epidemiology/distributions.py
pyro/contrib/epidemiology/models.py
pyro/contrib/epidemiology/util.py
pyro/contrib/examples/__init__.py
pyro/contrib/examples/bart.py
pyro/contrib/examples/finance.py
pyro/contrib/examples/multi_mnist.py
pyro/contrib/examples/nextstrain.py
pyro/contrib/examples/polyphonic_data_loader.py
pyro/contrib/examples/scanvi_data.py
pyro/contrib/examples/util.py
pyro/contrib/forecast/__init__.py
pyro/contrib/forecast/evaluate.py
pyro/contrib/forecast/forecaster.py
pyro/contrib/forecast/util.py
pyro/contrib/funsor/__init__.py
pyro/contrib/funsor/handlers/__init__.py
pyro/contrib/funsor/handlers/enum_messenger.py
pyro/contrib/funsor/handlers/named_messenger.py
pyro/contrib/funsor/handlers/plate_messenger.py
pyro/contrib/funsor/handlers/primitives.py
pyro/contrib/funsor/handlers/replay_messenger.py
pyro/contrib/funsor/handlers/runtime.py
pyro/contrib/funsor/handlers/trace_messenger.py
pyro/contrib/funsor/infer/__init__.py
pyro/contrib/funsor/infer/discrete.py
pyro/contrib/funsor/infer/elbo.py
pyro/contrib/funsor/infer/trace_elbo.py
pyro/contrib/funsor/infer/traceenum_elbo.py
pyro/contrib/funsor/infer/tracetmc_elbo.py
pyro/contrib/gp/__init__.py
pyro/contrib/gp/parameterized.py
pyro/contrib/gp/util.py
pyro/contrib/gp/kernels/__init__.py
pyro/contrib/gp/kernels/brownian.py
pyro/contrib/gp/kernels/coregionalize.py
pyro/contrib/gp/kernels/dot_product.py
pyro/contrib/gp/kernels/isotropic.py
pyro/contrib/gp/kernels/kernel.py
pyro/contrib/gp/kernels/periodic.py
pyro/contrib/gp/kernels/static.py
pyro/contrib/gp/likelihoods/__init__.py
pyro/contrib/gp/likelihoods/binary.py
pyro/contrib/gp/likelihoods/gaussian.py
pyro/contrib/gp/likelihoods/likelihood.py
pyro/contrib/gp/likelihoods/multi_class.py
pyro/contrib/gp/likelihoods/poisson.py
pyro/contrib/gp/models/__init__.py
pyro/contrib/gp/models/gplvm.py
pyro/contrib/gp/models/gpr.py
pyro/contrib/gp/models/model.py
pyro/contrib/gp/models/sgpr.py
pyro/contrib/gp/models/vgp.py
pyro/contrib/gp/models/vsgp.py
pyro/contrib/mue/__init__.py
pyro/contrib/mue/dataloaders.py
pyro/contrib/mue/missingdatahmm.py
pyro/contrib/mue/models.py
pyro/contrib/mue/statearrangers.py
pyro/contrib/oed/__init__.py
pyro/contrib/oed/eig.py
pyro/contrib/oed/search.py
pyro/contrib/oed/util.py
pyro/contrib/oed/glmm/__init__.py
pyro/contrib/oed/glmm/glmm.py
pyro/contrib/oed/glmm/guides.py
pyro/contrib/randomvariable/__init__.py
pyro/contrib/randomvariable/random_variable.py
pyro/contrib/timeseries/__init__.py
pyro/contrib/timeseries/base.py
pyro/contrib/timeseries/gp.py
pyro/contrib/timeseries/lgssm.py
pyro/contrib/timeseries/lgssmgp.py
pyro/contrib/tracking/__init__.py
pyro/contrib/tracking/assignment.py
pyro/contrib/tracking/distributions.py
pyro/contrib/tracking/dynamic_models.py
pyro/contrib/tracking/extended_kalman_filter.py
pyro/contrib/tracking/hashing.py
pyro/contrib/tracking/measurements.py
pyro/distributions/__init__.py
pyro/distributions/affine_beta.py
pyro/distributions/asymmetriclaplace.py
pyro/distributions/avf_mvn.py
pyro/distributions/coalescent.py
pyro/distributions/conditional.py
pyro/distributions/conjugate.py
pyro/distributions/constraints.py
pyro/distributions/delta.py
pyro/distributions/diag_normal_mixture.py
pyro/distributions/diag_normal_mixture_shared_cov.py
pyro/distributions/distribution.py
pyro/distributions/empirical.py
pyro/distributions/extended.py
pyro/distributions/folded.py
pyro/distributions/gaussian_scale_mixture.py
pyro/distributions/grouped_normal_normal.py
pyro/distributions/hmm.py
pyro/distributions/improper_uniform.py
pyro/distributions/inverse_gamma.py
pyro/distributions/kl.py
pyro/distributions/lkj.py
pyro/distributions/log_normal_negative_binomial.py
pyro/distributions/logistic.py
pyro/distributions/mixture.py
pyro/distributions/multivariate_studentt.py
pyro/distributions/nanmasked.py
pyro/distributions/omt_mvn.py
pyro/distributions/one_one_matching.py
pyro/distributions/one_two_matching.py
pyro/distributions/ordered_logistic.py
pyro/distributions/polya_gamma.py
pyro/distributions/projected_normal.py
pyro/distributions/rejector.py
pyro/distributions/relaxed_straight_through.py
pyro/distributions/score_parts.py
pyro/distributions/sine_bivariate_von_mises.py
pyro/distributions/sine_skewed.py
pyro/distributions/softlaplace.py
pyro/distributions/spanning_tree.cpp
pyro/distributions/spanning_tree.py
pyro/distributions/stable.py
pyro/distributions/torch.py
pyro/distributions/torch_distribution.py
pyro/distributions/torch_patch.py
pyro/distributions/torch_transform.py
pyro/distributions/unit.py
pyro/distributions/util.py
pyro/distributions/von_mises_3d.py
pyro/distributions/zero_inflated.py
pyro/distributions/testing/__init__.py
pyro/distributions/testing/fakes.py
pyro/distributions/testing/gof.py
pyro/distributions/testing/naive_dirichlet.py
pyro/distributions/testing/rejection_exponential.py
pyro/distributions/testing/rejection_gamma.py
pyro/distributions/testing/special.py
pyro/distributions/transforms/__init__.py
pyro/distributions/transforms/affine_autoregressive.py
pyro/distributions/transforms/affine_coupling.py
pyro/distributions/transforms/basic.py
pyro/distributions/transforms/batchnorm.py
pyro/distributions/transforms/block_autoregressive.py
pyro/distributions/transforms/cholesky.py
pyro/distributions/transforms/discrete_cosine.py
pyro/distributions/transforms/generalized_channel_permute.py
pyro/distributions/transforms/haar.py
pyro/distributions/transforms/householder.py
pyro/distributions/transforms/lower_cholesky_affine.py
pyro/distributions/transforms/matrix_exponential.py
pyro/distributions/transforms/neural_autoregressive.py
pyro/distributions/transforms/normalize.py
pyro/distributions/transforms/ordered.py
pyro/distributions/transforms/permute.py
pyro/distributions/transforms/planar.py
pyro/distributions/transforms/polynomial.py
pyro/distributions/transforms/power.py
pyro/distributions/transforms/radial.py
pyro/distributions/transforms/simplex_to_ordered.py
pyro/distributions/transforms/softplus.py
pyro/distributions/transforms/spline.py
pyro/distributions/transforms/spline_autoregressive.py
pyro/distributions/transforms/spline_coupling.py
pyro/distributions/transforms/sylvester.py
pyro/distributions/transforms/unit_cholesky.py
pyro/distributions/transforms/utils.py
pyro/infer/__init__.py
pyro/infer/abstract_infer.py
pyro/infer/csis.py
pyro/infer/discrete.py
pyro/infer/elbo.py
pyro/infer/energy_distance.py
pyro/infer/enum.py
pyro/infer/importance.py
pyro/infer/inspect.py
pyro/infer/predictive.py
pyro/infer/renyi_elbo.py
pyro/infer/resampler.py
pyro/infer/rws.py
pyro/infer/smcfilter.py
pyro/infer/svgd.py
pyro/infer/svi.py
pyro/infer/trace_elbo.py
pyro/infer/trace_mean_field_elbo.py
pyro/infer/trace_mmd.py
pyro/infer/trace_tail_adaptive_elbo.py
pyro/infer/traceenum_elbo.py
pyro/infer/tracegraph_elbo.py
pyro/infer/tracetmc_elbo.py
pyro/infer/util.py
pyro/infer/autoguide/__init__.py
pyro/infer/autoguide/effect.py
pyro/infer/autoguide/gaussian.py
pyro/infer/autoguide/guides.py
pyro/infer/autoguide/initialization.py
pyro/infer/autoguide/structured.py
pyro/infer/autoguide/utils.py
pyro/infer/mcmc/__init__.py
pyro/infer/mcmc/adaptation.py
pyro/infer/mcmc/api.py
pyro/infer/mcmc/hmc.py
pyro/infer/mcmc/logger.py
pyro/infer/mcmc/mcmc_kernel.py
pyro/infer/mcmc/nuts.py
pyro/infer/mcmc/rwkernel.py
pyro/infer/mcmc/util.py
pyro/infer/reparam/__init__.py
pyro/infer/reparam/conjugate.py
pyro/infer/reparam/discrete_cosine.py
pyro/infer/reparam/haar.py
pyro/infer/reparam/hmm.py
pyro/infer/reparam/loc_scale.py
pyro/infer/reparam/neutra.py
pyro/infer/reparam/projected_normal.py
pyro/infer/reparam/reparam.py
pyro/infer/reparam/softmax.py
pyro/infer/reparam/split.py
pyro/infer/reparam/stable.py
pyro/infer/reparam/strategies.py
pyro/infer/reparam/structured.py
pyro/infer/reparam/studentt.py
pyro/infer/reparam/transform.py
pyro/infer/reparam/unit_jacobian.py
pyro/nn/__init__.py
pyro/nn/auto_reg_nn.py
pyro/nn/dense_nn.py
pyro/nn/module.py
pyro/ops/__init__.py
pyro/ops/arrowhead.py
pyro/ops/contract.py
pyro/ops/dual_averaging.py
pyro/ops/gamma_gaussian.py
pyro/ops/gaussian.py
pyro/ops/hessian.py
pyro/ops/indexing.py
pyro/ops/integrator.py
pyro/ops/jit.py
pyro/ops/linalg.py
pyro/ops/newton.py
pyro/ops/packed.py
pyro/ops/provenance.py
pyro/ops/rings.py
pyro/ops/special.py
pyro/ops/ssm_gp.py
pyro/ops/stats.py
pyro/ops/streaming.py
pyro/ops/tensor_utils.py
pyro/ops/welford.py
pyro/ops/einsum/__init__.py
pyro/ops/einsum/adjoint.py
pyro/ops/einsum/torch_log.py
pyro/ops/einsum/torch_map.py
pyro/ops/einsum/torch_marginal.py
pyro/ops/einsum/torch_sample.py
pyro/ops/einsum/util.py
pyro/optim/__init__.py
pyro/optim/adagrad_rmsprop.py
pyro/optim/clipped_adam.py
pyro/optim/dct_adam.py
pyro/optim/horovod.py
pyro/optim/lr_scheduler.py
pyro/optim/multi.py
pyro/optim/optim.py
pyro/optim/pytorch_optimizers.py
pyro/params/__init__.py
pyro/params/param_store.py
pyro/poutine/__init__.py
pyro/poutine/block_messenger.py
pyro/poutine/broadcast_messenger.py
pyro/poutine/collapse_messenger.py
pyro/poutine/condition_messenger.py
pyro/poutine/do_messenger.py
pyro/poutine/enum_messenger.py
pyro/poutine/escape_messenger.py
pyro/poutine/guide.py
pyro/poutine/handlers.py
pyro/poutine/indep_messenger.py
pyro/poutine/infer_config_messenger.py
pyro/poutine/lift_messenger.py
pyro/poutine/markov_messenger.py
pyro/poutine/mask_messenger.py
pyro/poutine/messenger.py
pyro/poutine/plate_messenger.py
pyro/poutine/reentrant_messenger.py
pyro/poutine/reparam_messenger.py
pyro/poutine/replay_messenger.py
pyro/poutine/runtime.py
pyro/poutine/scale_messenger.py
pyro/poutine/seed_messenger.py
pyro/poutine/subsample_messenger.py
pyro/poutine/substitute_messenger.py
pyro/poutine/trace_messenger.py
pyro/poutine/trace_struct.py
pyro/poutine/uncondition_messenger.py
pyro/poutine/util.py
pyro_ppl.egg-info/PKG-INFO
pyro_ppl.egg-info/SOURCES.txt
pyro_ppl.egg-info/dependency_links.txt
pyro_ppl.egg-info/requires.txt
pyro_ppl.egg-info/top_level.txt
tests/test_examples.py
tests/test_generic.py
tests/test_primitives.py
tests/test_settings.py
tests/test_util.py