eli5: Explain ML Predictions

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library 0.16.0 ·python
verified May 26, 2026

eli5 (Explain Like I'm 5) is a Python library that helps to debug machine learning classifiers and explain their predictions. It provides a unified API for inspecting weights and predictions of various ML models, including scikit-learn, Keras, LightGBM, XGBoost, and more. The current version is 0.16.0. Development is active, with releases typically tied to feature development and bug fixes.

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