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Self-Explanatory Machine Learning

High performance ML models that are inherently interpretable


  1. PiML-Toolbox PiML-Toolbox Public

    PiML (Python Interpretable Machine Learning) toolbox for model development & diagnostics

    Jupyter Notebook 869 104

  2. Aletheia Aletheia Public

    A Python package for unwrapping ReLU DNNs

    68 20

  3. GamiNet GamiNet Public

    Forked from ZebinYang/gaminet

    GAMI-Net: Generalized Additive Models with Structured Interactions

    Python 26 9

  4. GamiNet-PyTorch GamiNet-PyTorch Public

    Python 8 3


Showing 10 of 11 repositories


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