├── .gitignore ├── LICENSE ├── README.rst ├── deepsplines ├── __init__.py ├── dataloader.py ├── datasets.py ├── ds_modules │ ├── __init__.py │ ├── basemodel.py │ ├── deepBspline.py │ ├── deepBspline_base.py │ ├── deepBspline_explicit_linear.py │ ├── deepReLUspline.py │ ├── deepspline_base.py │ └── dsnn.py ├── ds_utils.py ├── main.py ├── manager.py ├── networks │ ├── __init__.py │ ├── convnet_mnist.py │ ├── nin_cifar.py │ ├── resnet_cifar.py │ └── twoDnet.py ├── project.py └── struct_default_values.py ├── pyproject.toml ├── scripts ├── approximate_parabola.py ├── deepsplines_tutorial.py ├── generate_save_twoD_dataset.py ├── plot_activations.py ├── plot_deepspline_basis.py ├── plot_sparsity_error_rate_lipschitz_bound_vs_lmbda.py ├── print_ckpt_params_acc.py ├── run_nin_cifar.py ├── run_resnet32_cifar.py ├── run_twoDnet.py └── sparsify_with_optimal_knot_threshold.py ├── setup.cfg └── setup.py /.gitignore: -------------------------------------------------------------------------------- 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