pyro-ppl / pyro
Files Coverage
__init__.py 100.00%
contrib/__init__.py 100.00%
contrib/autoguide.py 0.00%
contrib/autoname/__init__.py 100.00%
contrib/autoname/named.py 84.78%
contrib/autoname/scoping.py 100.00%
contrib/bnn/__init__.py 100.00%
contrib/bnn/hidden_layer.py 97.61%
contrib/bnn/utils.py 60.00%
contrib/conjugate/infer.py 98.37%
contrib/easyguide/__init__.py 100.00%
contrib/easyguide/easyguide.py 99.31%
contrib/examples/multi_mnist.py 24.13%
contrib/examples/util.py 96.66%
contrib/gp/__init__.py 100.00%
contrib/gp/kernels/__init__.py 100.00%
contrib/gp/kernels/brownian.py 100.00%
contrib/gp/kernels/coregionalize.py 100.00%
contrib/gp/kernels/dot_product.py 100.00%
contrib/gp/kernels/isotropic.py 98.68%
contrib/gp/kernels/kernel.py 93.90%
contrib/gp/kernels/periodic.py 100.00%
contrib/gp/kernels/static.py 100.00%
contrib/gp/likelihoods/__init__.py 100.00%
contrib/gp/likelihoods/binary.py 88.23%
contrib/gp/likelihoods/gaussian.py 100.00%
contrib/gp/likelihoods/likelihood.py 100.00%
contrib/gp/likelihoods/multi_class.py 86.95%
contrib/gp/likelihoods/poisson.py 100.00%
contrib/gp/models/__init__.py 100.00%
contrib/gp/models/gplvm.py 100.00%
contrib/gp/models/gpr.py 94.66%
contrib/gp/models/model.py 100.00%
contrib/gp/models/sgpr.py 97.82%
contrib/gp/models/vgp.py 100.00%
contrib/gp/models/vsgp.py 100.00%
contrib/gp/parameterized.py 98.86%
contrib/gp/util.py 100.00%
contrib/minipyro.py 92.02%
contrib/oed/__init__.py 100.00%
contrib/oed/eig.py 91.71%
contrib/oed/glmm/__init__.py 100.00%
contrib/oed/glmm/glmm.py 80.68%
contrib/oed/glmm/guides.py 49.30%
contrib/oed/search.py 100.00%
contrib/oed/util.py 100.00%
contrib/timeseries/__init__.py 100.00%
contrib/timeseries/base.py 100.00%
contrib/timeseries/gp.py 97.90%
contrib/timeseries/lgssm.py 96.42%
contrib/timeseries/lgssmgp.py 97.70%
contrib/tracking/__init__.py 100.00%
contrib/tracking/assignment.py 100.00%
contrib/tracking/distributions.py 76.74%
contrib/tracking/dynamic_models.py 100.00%
contrib/tracking/extended_kalman_filter.py 96.20%
contrib/tracking/hashing.py 98.80%
contrib/tracking/measurements.py 100.00%
contrib/util.py 95.45%
distributions/__init__.py 100.00%
distributions/avf_mvn.py 100.00%
distributions/conditional.py 62.50%
distributions/conjugate.py 100.00%
distributions/constraints.py 100.00%
distributions/delta.py 95.00%
distributions/diag_normal_mixture.py 100.00%
distributions/diag_normal_mixture_shared_cov.py 100.00%
distributions/distribution.py 100.00%
distributions/empirical.py 98.24%
distributions/folded.py 100.00%
distributions/gaussian_scale_mixture.py 100.00%
distributions/hmm.py 89.69%
distributions/inverse_gamma.py 88.23%
distributions/kl.py 100.00%
distributions/lkj.py 100.00%
distributions/mixture.py 93.15%
distributions/omt_mvn.py 100.00%
distributions/rejector.py 100.00%
distributions/relaxed_straight_through.py 100.00%
distributions/score_parts.py 100.00%
distributions/spanning_tree.py 98.15%
distributions/testing/fakes.py 100.00%
distributions/testing/naive_dirichlet.py 76.19%
distributions/testing/rejection_exponential.py 100.00%
distributions/testing/rejection_gamma.py 98.57%
distributions/torch.py 100.00%
distributions/torch_distribution.py 96.66%
distributions/torch_patch.py 100.00%
distributions/torch_transform.py 100.00%
distributions/transforms/__init__.py 100.00%
distributions/transforms/affine_autoregressive.py 93.90%
distributions/transforms/affine_coupling.py 80.00%
distributions/transforms/batchnorm.py 97.50%
distributions/transforms/block_autoregressive.py 98.88%
distributions/transforms/cholesky.py 97.87%
distributions/transforms/householder.py 97.91%
distributions/transforms/neural_autoregressive.py 97.22%
distributions/transforms/permute.py 96.42%
distributions/transforms/planar.py 98.57%
distributions/transforms/polynomial.py 98.11%
distributions/transforms/radial.py 97.61%
distributions/transforms/sylvester.py 98.24%
distributions/transforms/utils.py 100.00%
distributions/unit.py 100.00%
distributions/util.py 90.00%
distributions/von_mises.py 97.18%
distributions/von_mises_3d.py 90.90%
distributions/zero_inflated_poisson.py 100.00%
generic.py 100.00%
infer/__init__.py 100.00%
infer/abstract_infer.py 57.66%
infer/autoguide/__init__.py 100.00%
infer/autoguide/guides.py 99.07%
infer/autoguide/initialization.py 88.46%
infer/autoguide/utils.py 100.00%
infer/csis.py 100.00%
infer/discrete.py 98.16%
infer/elbo.py 98.21%
infer/enum.py 100.00%
infer/importance.py 80.23%
infer/mcmc/__init__.py 100.00%
infer/mcmc/adaptation.py 100.00%
infer/mcmc/api.py 95.91%
infer/mcmc/hmc.py 99.40%
infer/mcmc/logger.py 78.81%
infer/mcmc/mcmc_kernel.py 76.47%
infer/mcmc/nuts.py 100.00%
infer/mcmc/util.py 81.29%
infer/predictive.py 95.14%
infer/renyi_elbo.py 67.64%
infer/smcfilter.py 97.46%
infer/svgd.py 100.00%
infer/svi.py 94.23%
infer/trace_crps.py 100.00%
infer/trace_elbo.py 98.21%
infer/trace_mean_field_elbo.py 100.00%
infer/trace_mmd.py 85.86%
infer/trace_tail_adaptive_elbo.py 100.00%
infer/traceenum_elbo.py 100.00%
infer/tracegraph_elbo.py 100.00%
infer/util.py 97.88%
logger.py 100.00%
nn/__init__.py 100.00%
nn/auto_reg_nn.py 90.69%
nn/dense_nn.py 93.33%
nn/module.py 92.70%
ops/contract.py 99.14%
ops/dual_averaging.py 100.00%
ops/einsum/__init__.py 100.00%
ops/einsum/adjoint.py 89.69%
ops/einsum/torch_log.py 100.00%
ops/einsum/torch_map.py 100.00%
ops/einsum/torch_marginal.py 100.00%
ops/einsum/torch_sample.py 100.00%
ops/einsum/util.py 90.90%
ops/gaussian.py 99.45%
ops/hessian.py 100.00%
ops/indexing.py 93.18%
ops/integrator.py 97.87%
ops/jit.py 96.96%
ops/linalg.py 100.00%
ops/newton.py 100.00%
ops/packed.py 83.33%
ops/rings.py 97.63%
ops/ssm_gp.py 100.00%
ops/stats.py 98.93%
ops/tensor_utils.py 100.00%
ops/welford.py 100.00%
optim/__init__.py 100.00%
optim/adagrad_rmsprop.py 83.33%
optim/clipped_adam.py 94.44%
optim/lr_scheduler.py 100.00%
optim/multi.py 90.74%
optim/optim.py 92.85%
optim/pytorch_optimizers.py 93.75%
params/__init__.py 100.00%
params/param_store.py 95.00%
poutine/__init__.py 100.00%
poutine/block_messenger.py 100.00%
poutine/broadcast_messenger.py 100.00%
poutine/condition_messenger.py 100.00%
poutine/do_messenger.py 100.00%
poutine/enumerate_messenger.py 95.19%
poutine/escape_messenger.py 100.00%
poutine/handlers.py 100.00%
poutine/indep_messenger.py 88.23%
poutine/infer_config_messenger.py 100.00%
poutine/lift_messenger.py 93.22%
poutine/markov_messenger.py 100.00%
poutine/mask_messenger.py 100.00%
poutine/messenger.py 72.88%
poutine/plate_messenger.py 100.00%
poutine/reentrant_messenger.py 100.00%
poutine/replay_messenger.py 96.15%
poutine/runtime.py 98.95%
poutine/scale_messenger.py 100.00%
poutine/subsample_messenger.py 95.83%
poutine/trace_messenger.py 98.73%
poutine/trace_struct.py 99.56%
poutine/uncondition_messenger.py 100.00%
poutine/util.py 73.17%
primitives.py 97.00%
util.py 81.63%
Folder Totals (203 files) 93.97%
Project Totals (203 files) 93.97%
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