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  1. treeig treeig Public

    Exact Integrated Gradients for tree ensembles, including XGBoost, LightGBM, Random Forests, and Gradient Boosting. Computes fast, exact feature attributions for tree models without Monte Carlo samp…

    Python

  2. edef edef Public

    Feature attribution for realized model fit (rather than predictions). EDEF provides exact additive decomposition of predictive performance for linear, PyTorch, and tree-based models, including stan…

    Python