v 0.16.0 Updated: 2 weeks ago
A library for debugging/inspecting machine learning classifiers and explaining their predictions
A 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.
https://github.com/eli5-org/eli5
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