InterpretML

interpretml/interpret

• Python
• General-purpose ML
• Data analysis and visualization

InterpretML implements the Explainable Boosting Machine (EBM), a modern, fully interpretable machine learning model based on Generalized Additive Models (GAMs). This open-source package also provides visualization tools for EBMs, other glass-box models, and black-box explanations.

• machine-learning
• interpretability
• gradient-boosting
• blackbox
• scikit-learn
• xai
• interpretml
• interpretable-machine-learning