├── .gitignore ├── LICENSE ├── README.md ├── data ├── example_data │ ├── data_1D.npy │ ├── data_2D.csv │ ├── data_2D.npy │ └── elevators.mat └── test_data │ ├── spectral_points.csv │ ├── test_data_1D.npy │ ├── test_data_2D.npy │ ├── test_optimize_data.npy │ ├── test_optimize_solution.npy │ ├── test_predict_data.npy │ └── test_predict_solution.npy ├── doc ├── eqns │ └── performance_metrics.png ├── imgs │ ├── example_1D.png │ ├── example_2D.png │ └── example_nbf.png └── test │ └── pytest_output.png ├── examples ├── example_1D.py ├── example_2D.py └── example_multi_dim.py ├── model ├── ssgpr.py └── tbf.py ├── optimizer ├── check_grad.py └── minimize.py ├── requirements.txt ├── test ├── test_gradients_1D.py ├── test_gradients_2D.py ├── test_optimize.py └── test_predict.py └── utils ├── convert_csv_to_npy.py ├── make_2D_data.py ├── plots.py └── reduce_data_size.py /.gitignore: -------------------------------------------------------------------------------- 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