├── .gitignore ├── CITATION.bib ├── LICENSE ├── README.md ├── assets ├── dynamics.gif ├── dynamics_short.gif ├── multimodal.gif ├── multimodal_unicolor.gif ├── sdebnn_dynamics.png ├── stl.png └── toy_sdebnn.png ├── brax ├── __init__.py ├── _impl │ ├── __init__.py │ ├── arch.py │ ├── brax.py │ ├── conv.py │ ├── diffeq_layers.py │ ├── layers.py │ └── resnet.py ├── tests │ └── test_sdeint.py └── utils │ ├── __init__.py │ ├── datasets.py │ ├── registry.py │ ├── sdeint.py │ └── utils.py ├── examples ├── grad_check │ └── stl.py ├── jax │ ├── sdebnn_classification.py │ └── sdebnn_toy1d.py └── torch │ ├── latent_sde.py │ ├── sdebnn_classification.py │ └── sdebnn_toy1d.py ├── jaxsde ├── demo.py ├── demo_fokker.py ├── demo_svi.py ├── jaxsde │ ├── __init__.py │ ├── brownian.py │ ├── sde_jvp.py │ ├── sde_utils.py │ ├── sde_vjp.py │ ├── sdeint.py │ ├── sdeint_wrapper.py │ └── svi.py ├── run_tests.sh └── tests │ ├── __init__.py │ ├── test_brownian.py │ ├── test_jvp.py │ ├── test_sdeint.py │ ├── test_utils.py │ └── test_vjp.py ├── requirements.txt └── torchbnn ├── __init__.py ├── _impl ├── __init__.py ├── basic.py ├── container.py ├── diffeq_layers.py ├── models.py ├── resnet.py ├── utils.py └── wrappers.py └── tests ├── test_diffeq_layers.py └── test_utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xwinxu/bayeSDE/HEAD/.gitignore -------------------------------------------------------------------------------- /CITATION.bib: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xwinxu/bayeSDE/HEAD/CITATION.bib -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xwinxu/bayeSDE/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: 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