├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── LICENSE ├── NOTICE ├── README.md ├── data └── download_data.py ├── examples └── uci │ ├── README_UCI.md │ ├── example_autompg.ipynb │ ├── outputs │ ├── autoMPG │ │ ├── cumulative_sobol_0.pdf │ │ ├── cumulative_sobol_1.pdf │ │ ├── cumulative_sobol_2.pdf │ │ ├── cumulative_sobol_3.pdf │ │ ├── cumulative_sobol_4.pdf │ │ ├── decomposition │ │ │ ├── acceleration (R=0.037).pdf │ │ │ ├── displacement (R=0.232).pdf │ │ │ ├── horsepower (R=0.137).pdf │ │ │ ├── weight (R=0.220).pdf │ │ │ └── year (R=0.348).pdf │ │ ├── out_0.npz │ │ ├── out_1.npz │ │ ├── out_2.npz │ │ ├── out_3.npz │ │ └── out_4.npz │ └── breast │ │ ├── cumulative_sobol_0.pdf │ │ ├── cumulative_sobol_1.pdf │ │ ├── cumulative_sobol_2.pdf │ │ ├── cumulative_sobol_3.pdf │ │ ├── cumulative_sobol_4.pdf │ │ ├── out_0.npz │ │ ├── out_1.npz │ │ ├── out_2.npz │ │ ├── out_3.npz │ │ └── out_4.npz │ ├── uci_classification_train.py │ ├── uci_plotting.py │ └── uci_regression_train.py ├── oak ├── __init__.py ├── input_measures.py ├── model_utils.py ├── normalising_flow.py ├── oak_kernel.py ├── ortho_binary_kernel.py ├── ortho_categorical_kernel.py ├── ortho_rbf_kernel.py ├── plotting_utils.py └── utils.py ├── requirements.txt ├── setup.py └── tests ├── __init__.py ├── conftest.py ├── test_categorical_kernel.py ├── test_kernel_properties.py ├── test_normalising_flow.py ├── test_oak_kernel.py ├── test_oak_model.py ├── test_optimisation.py ├── test_orthogonality.py ├── test_sobol.py ├── test_sobol_oak_kernel.py └── test_utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amzn/orthogonal-additive-gaussian-processes/HEAD/.gitignore -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- 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