Library to the Toolbox for Interpretability Comparison¶

Build Status

PyPI

Free software: MIT license
Documentation: https://tommartensen.de/tic.

Features¶

Interface to create interpretations as:
- direct extraction of feature importances, e.g. from coefficients
- global feature importances from surrogate models
- local and global explanations from Local Interpretable Model Explanations (LIME)
- local and global explanations from SHAP