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Local Explanations Python Packages

Python packages with the GitHub topic local-explanations. Sorted by relevance, with stars and monthly downloads.
edahelsinki
slisemap

SLISEMAP: Combining supervised dimensionality reduction with local explanations

473 21 3
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.

330 432 68
edahelsinki
slise

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

312 6 1
sbobek
lux-explainer

Local Universal Rule-based Explanations

294 13 6
msetzu
glocalx

Generating global explanations from local ones

279 11 2
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