├── .gitignore ├── LICENSE ├── README.md ├── __init__.py ├── bnn ├── __init__.py ├── base.py ├── inference.py ├── models.py └── utils.py ├── config.yaml ├── data ├── __init__.py ├── compas_X.csv ├── compas_Y.csv ├── dataloader.py └── give_me_some_credit.csv ├── repro ├── F1a.yaml ├── F1a_hmc1.pt ├── F1a_hmc2.pt ├── F1a_plot_prior_predictive.png ├── F1b_hmc1.pt ├── F1b_hmc2.pt ├── F1b_plot_posterior_predictive.png ├── F2a.yaml ├── F2a_hmc1.pt ├── F2a_hmc2.pt ├── F2a_plot_prior_predictive.png ├── F2a_plot_prior_predictive_baseline.png ├── F2b_hmc1.pt ├── F2b_hmc2.pt ├── F2b_plot_posterior_predictive.png ├── F2b_plot_posterior_predictive_baseline.png ├── F3a.yaml ├── F3a_aocp.pt ├── F3a_hmc1.pt ├── F3a_hmc2.pt ├── F3a_plot_posterior_predictive.png ├── F3b.yaml ├── F3b_plot_posterior_predictive.png ├── F3b_svgd1.pt ├── F3b_svgd2.pt ├── F3c-1000_svgd1.pt ├── F3c-100_svgd1.pt ├── F3c-10_svgd1.pt ├── F3c-1_svgd1.pt ├── F3c-500_svgd1.pt ├── F3c-5_svgd1.pt ├── F3c.yaml ├── F4.yaml ├── F4_aocp.pt ├── F4_hmc1.pt ├── F4_hmc2.pt ├── F4_plot_posterior_predictive.png ├── F4_plot_posterior_predictive_baseline.png ├── F5a.yaml ├── F5a_plot_posterior_predictive.png ├── F5a_svgd1.pt ├── F5a_svgd2.pt ├── F5b.yaml ├── F5b_bbb1.pt ├── F5b_bbb1_qparams.pt ├── F5b_bbb2.pt ├── F5b_bbb2_qparams.pt ├── F5b_plot_posterior_predictive.png ├── F6.yaml ├── F6_hmc1.pt ├── F6_hmc2.pt ├── F6_plot_posterior_predictive.png ├── cbakeoff.yaml ├── cbakeoff_bbb1.pt ├── cbakeoff_bbb1_qparams.pt ├── cbakeoff_hmc1.pt ├── cbakeoff_plot_bbb_posterior_predictive.png ├── cbakeoff_plot_hmc_posterior_predictive.png ├── cbakeoff_plot_sgld_posterior_predictive.png ├── cbakeoff_plot_svgd_posterior_predictive.png ├── cbakeoff_sgld1.pt ├── cbakeoff_svgd1.pt ├── credit.yaml ├── credit_bbb1.pt ├── credit_bbb1_qparams.pt ├── credit_bbb2.pt ├── credit_bbb2_qparams.pt ├── credit_bbb3.pt ├── credit_bbb3_qparams.pt ├── example.yaml ├── example_hmc1.pt ├── example_hmc2.pt ├── 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