├── .gitignore ├── 435_supplement.pdf ├── LICENSE ├── README.md ├── experiments ├── cifar_exps │ ├── README.md │ ├── subspace_ess.py │ ├── subspace_vi.py │ └── swag.py ├── synthetic_regression │ ├── ckpts │ │ ├── curve.pt │ │ ├── curve_parameters.npy │ │ ├── data.npy │ │ ├── sgd_checkpoint1.pt │ │ ├── sgd_checkpoint2.pt │ │ ├── sgd_checkpoint3.pt │ │ ├── sgd_checkpoint4.pt │ │ ├── sgd_checkpoint5.pt │ │ ├── swag_checkpoint0-3000.pt │ │ └── swag_checkpoint1-3000.pt │ ├── visualization.py │ └── visualizing_uncertainty.ipynb └── uci_exps │ ├── .coveragerc │ ├── .gitignore │ ├── .travis.yml │ ├── LICENSE │ ├── README.md │ ├── bayesian_benchmarks │ ├── __init__.py │ ├── bayesian_benchmarksrc │ ├── data.py │ ├── database_utils.py │ ├── models │ │ ├── README.md │ │ ├── deep_gp_doubly_stochastic │ │ │ ├── README.md │ │ │ └── models.py │ │ ├── get_model.py │ │ ├── nnet │ │ │ ├── models.py │ │ │ └── neural_linear.py │ │ ├── non_bayesian_models.py │ │ ├── template.py │ │ ├── variationally_sparse_gp │ │ │ ├── README.md │ │ │ └── models.py │ │ └── variationally_sparse_gp_minibatch │ │ │ └── models.py │ ├── paths.py │ ├── results │ │ ├── calibration.ipynb │ │ ├── sgd_nl_results.ipynb │ │ └── view_results.ipynb │ ├── scripts │ │ ├── make_experiments.py │ │ └── run_all_pytest.py │ └── tasks │ │ ├── active_learning_continuous.py │ │ ├── active_learning_discrete.py │ │ ├── adversarial.py │ │ ├── classification.py │ │ ├── conditional_density_estimation.py │ │ ├── learned_synthetic.py │ │ ├── mmd.py │ │ ├── nl_regression.py │ │ ├── regression.py │ │ ├── regression_runner.py │ │ ├── run_ucilarge.sh │ │ ├── run_ucismall.sh │ │ ├── swag_regression.py │ │ └── view_results.py │ ├── setup.py │ └── tests │ ├── test_data.py │ ├── test_database.py │ ├── test_models.py │ └── test_tasks.py ├── requirements.txt ├── setup.py └── subspace_inference ├── __init__.py ├── data.py ├── losses.py ├── models ├── __init__.py ├── layers.py ├── mlp.py ├── preresnet.py ├── 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