├── InterpretableDecisionTreeClassifier.py ├── InterpretableDecisionTreeRegression.py ├── README.md ├── demo ├── __init__.py ├── run_demo_classification.py ├── run_demo_classifier_comparison.py ├── run_demo_regression.py ├── uci_comparison.py └── uci_loader.py ├── example_dt.png └── treeutils.py /InterpretableDecisionTreeClassifier.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tmadl/sklearn-interpretable-tree/HEAD/InterpretableDecisionTreeClassifier.py -------------------------------------------------------------------------------- /InterpretableDecisionTreeRegression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tmadl/sklearn-interpretable-tree/HEAD/InterpretableDecisionTreeRegression.py -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tmadl/sklearn-interpretable-tree/HEAD/README.md -------------------------------------------------------------------------------- /demo/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /demo/run_demo_classification.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tmadl/sklearn-interpretable-tree/HEAD/demo/run_demo_classification.py -------------------------------------------------------------------------------- /demo/run_demo_classifier_comparison.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tmadl/sklearn-interpretable-tree/HEAD/demo/run_demo_classifier_comparison.py -------------------------------------------------------------------------------- /demo/run_demo_regression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tmadl/sklearn-interpretable-tree/HEAD/demo/run_demo_regression.py -------------------------------------------------------------------------------- /demo/uci_comparison.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tmadl/sklearn-interpretable-tree/HEAD/demo/uci_comparison.py -------------------------------------------------------------------------------- /demo/uci_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tmadl/sklearn-interpretable-tree/HEAD/demo/uci_loader.py -------------------------------------------------------------------------------- /example_dt.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tmadl/sklearn-interpretable-tree/HEAD/example_dt.png -------------------------------------------------------------------------------- /treeutils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tmadl/sklearn-interpretable-tree/HEAD/treeutils.py --------------------------------------------------------------------------------