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Local Explanations Python Packages

Python packages with the GitHub topic local-explanations. Sorted by relevance, with stars and monthly downloads.
interpretml
interpret-text

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

572 432 68
sbobek
lux-explainer

Universal Local Rule-based Explainer

402 13 6
edahelsinki
slisemap

SLISEMAP: Combining supervised dimensionality reduction with local explanations

398 21 3
msetzu
glocalx

Generating global explanations from local ones.

346 11 2
edahelsinki
slise

The SLISE algorithm for robust regression and explanations of black box models

264 6 1
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