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A library for debugging/inspecting machine learning classifiers and explaining their predictionsA library for debugging/inspecting machine learning classifiers and explaining their predictions. It provides support for the following machine learning frameworks and packages: scikit-learn, Keras, xgboost, LightGBM, CatBoost, lightning, and sklearn-crfsuite. ELI5 also implements several algorithms for inspecting black-box models: TextExplainer and Permutation.
Version: 0.10.1 License: MIT
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2024-Oct-06 to 2024-Nov-05
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