├── .gitignore ├── README.md ├── deep_nets ├── Dockerfile ├── data.py ├── models.py ├── plot_feature_sparsity.ipynb ├── train.py ├── utils.py ├── utils_eval.py └── utils_train.py ├── diag_nets.ipynb ├── diag_nets.py ├── diag_nets_2d_loss_surface.ipynb ├── fc_nets.py ├── fc_nets_1d_regression.ipynb ├── fc_nets_multi_layer.ipynb ├── fc_nets_two_layer.ipynb ├── images ├── fig1.png ├── twitter.gif └── twitter.mp4 └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tml-epfl/sgd-sparse-features/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tml-epfl/sgd-sparse-features/HEAD/README.md -------------------------------------------------------------------------------- /deep_nets/Dockerfile: 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