├── .gitignore ├── .readthedocs.yaml ├── LICENSE ├── README.assets ├── iw_sample_x_.png └── sample_x_.png ├── README.md ├── docs ├── Makefile ├── _static │ ├── css │ │ └── style.css │ └── images │ │ ├── bnn.png │ │ ├── index.png │ │ ├── lda.png │ │ ├── lntm.png │ │ ├── matrixmul.png │ │ ├── vae_mnist.png │ │ ├── zhusuan-logo-h.png │ │ ├── zhusuan-logo-h.svg │ │ ├── zhusuan-logo-v.png │ │ └── zhusuan-logo-v.svg ├── api │ ├── zhusuan.distributions.rst │ ├── zhusuan.framework.rst │ ├── zhusuan.invertible.rst │ ├── zhusuan.mcmc.rst │ ├── zhusuan.rst │ ├── zhusuan.utils.rst │ └── zhusuan.variational.rst ├── conf.py ├── contributing.rst ├── index.rst ├── make.bat ├── post_apidoc.py ├── readme.md ├── refs.bib ├── requirements.txt └── tutorials │ ├── bnn.rst │ ├── concepts.rst │ ├── lntm.rst │ └── vae.rst ├── examples ├── __init__.py ├── bayesian_neural_nets │ ├── __init__,py │ ├── bnn_sgmcmc.py │ └── bnn_vi.py ├── normlizing_flows │ ├── flow_vae.py │ └── nice_mnist.py ├── topic_models │ ├── __init__.py │ └── lntm_mcem.py ├── toy_examples │ ├── __init__.py │ └── gaussian.py ├── utils.py └── variational_autoencoder │ ├── __init__.py │ ├── iwae.py │ └── vae_mnist.py ├── requirements.txt ├── setup.py ├── test ├── __init__.py ├── distributions │ ├── __init__.py │ ├── test_base.py │ ├── test_bernoulli.py │ ├── test_beta.py │ ├── test_exponential.py │ ├── test_gamma.py │ ├── test_laplace.py │ ├── test_logistic.py │ ├── test_normal.py │ ├── test_poisson.py │ ├── test_studentT.py │ ├── test_uniform.py │ └── utils.py ├── invertible │ ├── __init__.py │ └── test_invertible.py ├── mcmc │ ├── __init__.py │ ├── temp_test.py │ └── test_mcmc.py └── variational │ ├── __init__.py │ ├── test_elbo.py │ ├── test_iw.py │ └── utils.py └── zhusuan ├── __init__.py ├── distributions ├── __init__.py ├── base.py ├── bernoulli.py ├── beta.py ├── exponential.py ├── flow_distribution.py ├── gamma.py ├── laplace.py ├── logistic.py ├── normal.py ├── poisson.py ├── studentT.py ├── uniform.py └── utils.py ├── framework ├── __init__.py ├── bn.py └── stochastic_tensor.py ├── invertible ├── __init__.py ├── base.py ├── coupling.py ├── made.py ├── scaling.py └── sequential.py ├── mcmc ├── SGHMC.py ├── SGLD.py ├── SGMCMC.py └── __init__.py ├── utils.py └── variational ├── __init__.py ├── elbo.py └── importance_weighted_objective.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thuwzy/ZhuSuan-PyTorch/HEAD/.gitignore -------------------------------------------------------------------------------- /.readthedocs.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thuwzy/ZhuSuan-PyTorch/HEAD/.readthedocs.yaml -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/thuwzy/ZhuSuan-PyTorch/HEAD/LICENSE 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