├── .gitignore ├── README.md ├── dasp ├── __init__.py ├── coalition_policies │ ├── __init__.py │ └── default.py ├── dasp.py └── layers │ ├── __init__.py │ ├── convolution.py │ └── dense.py ├── examples ├── cifar10 │ └── cifar10_cnn.ipynb ├── mnist_cnn │ └── mnist_cnn_keras.ipynb └── parkinson │ ├── data │ └── parkinsons_updrs.csv │ └── parkinson_dataset.ipynb ├── setup.py ├── supplementary └── DASP_supplementary.pdf ├── tests ├── __init__.py └── test_dasp.py └── utils ├── accuracy_robustness.py ├── convergence_plot.py ├── exact_shapley.py ├── force_plot.py ├── shapley_sampling.py ├── summary_plot.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/README.md -------------------------------------------------------------------------------- /dasp/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/dasp/__init__.py -------------------------------------------------------------------------------- /dasp/coalition_policies/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /dasp/coalition_policies/default.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/dasp/coalition_policies/default.py -------------------------------------------------------------------------------- /dasp/dasp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/dasp/dasp.py -------------------------------------------------------------------------------- /dasp/layers/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /dasp/layers/convolution.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/dasp/layers/convolution.py -------------------------------------------------------------------------------- /dasp/layers/dense.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/dasp/layers/dense.py -------------------------------------------------------------------------------- /examples/cifar10/cifar10_cnn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/examples/cifar10/cifar10_cnn.ipynb -------------------------------------------------------------------------------- /examples/mnist_cnn/mnist_cnn_keras.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/examples/mnist_cnn/mnist_cnn_keras.ipynb -------------------------------------------------------------------------------- /examples/parkinson/data/parkinsons_updrs.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/examples/parkinson/data/parkinsons_updrs.csv -------------------------------------------------------------------------------- /examples/parkinson/parkinson_dataset.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/examples/parkinson/parkinson_dataset.ipynb -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/setup.py -------------------------------------------------------------------------------- /supplementary/DASP_supplementary.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/supplementary/DASP_supplementary.pdf -------------------------------------------------------------------------------- /tests/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /tests/test_dasp.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/tests/test_dasp.py -------------------------------------------------------------------------------- /utils/accuracy_robustness.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/utils/accuracy_robustness.py -------------------------------------------------------------------------------- /utils/convergence_plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/utils/convergence_plot.py -------------------------------------------------------------------------------- /utils/exact_shapley.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/utils/exact_shapley.py -------------------------------------------------------------------------------- /utils/force_plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/utils/force_plot.py -------------------------------------------------------------------------------- /utils/shapley_sampling.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/utils/shapley_sampling.py -------------------------------------------------------------------------------- /utils/summary_plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/utils/summary_plot.py -------------------------------------------------------------------------------- /utils/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/marcoancona/DASP/HEAD/utils/utils.py --------------------------------------------------------------------------------