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5 repositories · updated 2026-11-06

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1interpretml / interpretFit interpretable models. Explain blackbox machine learning.C++MIT · PermissiveInsufficient rank history6,976
2meta-pytorch / captumModel interpretability and understanding for PyTorchPythonBSD-3-Clause · PermissiveInsufficient rank history5,720
3astroautomata / PySRSymbolic Learning in Python and JuliaPythonApache-2.0 · PermissiveInsufficient rank history4,251
4jphall663 / awesome-machine-learning-interpretabilityA curated list of awesome responsible machine learning resources.CC0-1.0 · PermissiveInsufficient rank history4,084
5dswah / pyGAM[CONTRIBUTORS WELCOME] Generalized Additive Models in PythonPythonApache-2.0 · PermissiveInsufficient rank history1,023
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