Introduce GOSDTClassifier

csinva / imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

https://csinva.io/imodels

MIT License

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Closed keyan3 closed 2 years ago

keyan3 commented 2 years ago

Add GOSDTClassifier in imodels.tree
Test GOSDTClassifier in tests/classification_continuous_input_test.py and tests/classification_binary_input_test.py
Conditional setup.py only includes gosdt dependency and imodels.tree.gosdt subdirectory on x86_64 linux or mac
Bump minor version for new functionality

csinva commented 2 years ago

Merging for now, though we may wanna rename some things / fail differently.