├── .gitignore ├── LICENSE ├── README.md ├── __init__.py ├── dnn ├── __init__.py └── swag_repo │ ├── MI │ ├── __init__.py │ ├── gen_data.py │ ├── main_multiseed.py │ ├── make_scripts.py │ ├── model_stats.py │ └── util.py │ ├── __init__.py │ ├── experiments │ ├── __init__.py │ ├── ensembling │ │ ├── bma_rank.ipynb │ │ ├── bma_samples_and_scaling.ipynb │ │ ├── bn_updates_fraction.py │ │ ├── ensembling.py │ │ └── swa_ecdf_ensembles.py │ ├── grad_cov │ │ ├── grad_cov_utils.py │ │ └── run_grad_cov.py │ ├── hessian_eigs │ │ ├── hess_vec_prod.py │ │ └── run_hess_eigs.py │ ├── imagenet │ │ ├── data.py │ │ ├── eval_net_imagenet.py │ │ ├── eval_swag_imagenet.py │ │ ├── run_swag_imagenet.py │ │ └── test_swag_gpu.py │ ├── segmentation │ │ ├── README.md │ │ ├── eval_ensemble.py │ │ ├── evaluate.py │ │ ├── model_results.ipynb │ │ ├── secondary_calibration_checks.ipynb │ │ ├── train.py │ │ └── utils │ │ │ ├── __init__.py │ │ │ ├── imgs.py │ │ │ └── training.py │ ├── train │ │ ├── README.md │ │ ├── __init__.py │ │ ├── run_swag.py │ │ └── train.py │ ├── uncertainty │ │ ├── README.md │ │ ├── out_of_dist_plots.ipynb │ │ ├── save_calibration_curves.py │ │ ├── temp_scaling.py │ │ └── uncertainty.py │ └── width │ │ ├── pca_2d_plane.py │ │ ├── pca_orth_width.py │ │ ├── pca_width.py │ │ ├── swag_2d_plane.py │ │ └── swag_width.py │ ├── scripts │ ├── 0.sh │ ├── 1.sh │ ├── 2.sh │ ├── 3.sh │ ├── 4.sh │ ├── 5.sh │ ├── 6.sh │ ├── 7.sh │ ├── 8.sh │ └── 9.sh │ └── swag │ ├── __init__.py │ ├── camvid.py │ ├── data.py │ ├── losses.py │ ├── models │ ├── __init__.py │ ├── joint_transforms.py │ ├── layers.py │ ├── lenet5.py │ ├── preresnet.py │ ├── preresnet_dropout.py │ ├── tiramisu.py │ ├── vgg.py │ ├── vgg_dropout.py │ ├── wide_resnet.py │ └── wide_resnet_dropout.py │ ├── posteriors │ ├── __init__.py │ ├── diag_laplace.py │ ├── laplace.py │ └── swag.py │ └── utils.py ├── requirements.txt └── toy ├── __init__.py ├── cartoon.png ├── scripts ├── __init__.py ├── binning │ ├── __init__.py │ ├── main_swag_bin.py │ └── model_stats.py ├── main_swag.py ├── main_swag_MNIST.py ├── model_stats.py ├── plot_pretty.py └── subsample │ ├── __init__.py │ ├── main_swag_subsample.py │ └── model_stats.py └── util ├── __init__.py ├── data.py ├── general.py ├── model.py └── swag.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xu-ji/information-bottleneck/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xu-ji/information-bottleneck/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/xu-ji/information-bottleneck/HEAD/README.md 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