├── .gitignore ├── LICENSE ├── README.md ├── notebooks ├── Model_Verification │ ├── Model_Verification_Classification.ipynb │ ├── Model_Verification_Regression.ipynb │ └── results │ │ ├── cart │ │ ├── temp_performance.csv │ │ ├── test_temp_model.csv │ │ └── test_temp_performance.csv │ │ ├── gbm │ │ ├── test_temp_model.csv │ │ └── test_temp_performance.csv │ │ ├── iai-single │ │ ├── test_temp_model.csv │ │ └── test_temp_performance.csv │ │ ├── linear │ │ ├── test_temp_model.csv │ │ └── test_temp_performance.csv │ │ ├── mlp │ │ ├── temp_performance.csv │ │ ├── test_temp_model.csv │ │ └── test_temp_performance.csv │ │ ├── rf │ │ ├── test_temp_model.csv │ │ └── test_temp_performance.csv │ │ └── svm │ │ ├── test_temp_model.csv │ │ └── test_temp_performance.csv ├── Pipeline │ ├── Model_Embedding.ipynb │ └── results │ │ ├── cart │ │ ├── test_y0_model.csv │ │ ├── test_y0_performance.csv │ │ ├── test_y1_model.csv │ │ ├── test_y1_performance.csv │ │ ├── test_y2_model.csv │ │ └── test_y2_performance.csv │ │ ├── gbm │ │ ├── test_y0_model.csv │ │ ├── test_y0_performance.csv │ │ ├── test_y1_model.csv │ │ ├── test_y1_performance.csv │ │ ├── test_y2_model.csv │ │ └── test_y2_performance.csv │ │ ├── linear │ │ ├── test_y0_model.csv │ │ ├── test_y0_performance.csv │ │ ├── test_y1_model.csv │ │ ├── test_y1_performance.csv │ │ ├── test_y2_model.csv │ │ └── test_y2_performance.csv │ │ ├── mlp │ │ ├── test_y0_model.csv │ │ ├── test_y0_performance.csv │ │ ├── test_y1_model.csv │ │ ├── test_y1_performance.csv │ │ ├── test_y2_model.csv │ │ └── test_y2_performance.csv │ │ ├── rf │ │ ├── test_y0_model.csv │ │ ├── test_y0_performance.csv │ │ ├── test_y1_model.csv │ │ ├── test_y1_performance.csv │ │ ├── test_y2_model.csv │ │ └── test_y2_performance.csv │ │ ├── svm │ │ ├── test_y0_model.csv │ │ ├── test_y0_performance.csv │ │ ├── test_y1_model.csv │ │ ├── test_y1_performance.csv │ │ ├── test_y2_model.csv │ │ └── test_y2_performance.csv │ │ └── test_performance.csv └── WFP │ ├── The Palatable Diet Problem.ipynb │ ├── processed-data │ ├── Syria_instance.xlsx │ └── WFP_dataset.csv │ └── results │ ├── TPDP_v1_performance.csv │ ├── cart │ ├── TPDP_v1_palatability_model.csv │ ├── TPDP_v1_palatability_performance.csv │ ├── WFP_v1_palatability_model.csv │ └── WFP_v1_palatability_performance.csv │ ├── gbm │ ├── TPDP_v1_palatability_model.csv │ ├── TPDP_v1_palatability_performance.csv │ ├── WFP_v1_palatability_model.csv │ ├── WFP_v1_palatability_performance.csv │ ├── v1_exp_palatability_model.csv │ └── v1_exp_palatability_performance.csv │ ├── linear │ ├── TPDP_v1_palatability_model.csv │ ├── TPDP_v1_palatability_performance.csv │ ├── WFP_v1_palatability_model.csv │ ├── WFP_v1_palatability_performance.csv │ ├── v1_exp_palatability_model.csv │ └── v1_exp_palatability_performance.csv │ ├── mlp │ ├── TPDP_v1_palatability_model.csv │ ├── TPDP_v1_palatability_performance.csv │ ├── WFP_v1_palatability_model.csv │ ├── WFP_v1_palatability_performance.csv │ ├── v1_exp_palatability_model.csv │ └── v1_exp_palatability_performance.csv │ ├── rf │ ├── TPDP_v1_palatability_model.csv │ ├── TPDP_v1_palatability_performance.csv │ ├── WFP_v1_palatability_model.csv │ ├── WFP_v1_palatability_performance.csv │ ├── v1_exp_palatability_model.csv │ └── v1_exp_palatability_performance.csv │ └── svm │ ├── TPDP_v1_palatability_model.csv │ ├── TPDP_v1_palatability_performance.csv │ ├── WFP_v1_palatability_model.csv │ ├── WFP_v1_palatability_performance.csv │ ├── v1_exp_palatability_model.csv │ └── v1_exp_palatability_performance.csv ├── opticl ├── __init__.py ├── constraint_learning.py ├── embed_mip.py ├── embed_mip_gurobi.py └── run_MLmodels.py ├── pyproject.toml └── setup.cfg /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/hwiberg/OptiCL/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: 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