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Local Explanations Python Packages

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

SLISEMAP: Combining supervised dimensionality reduction with local explanations

315 22 3
edahelsinki
slise

Robust regression algorithm that can be used for explaining black box models (Python implementation)

276 6 1
sbobek
lux-explainer

Local Universal Rule-based Explanations

168 13 6
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.

157 430 65
msetzu
glocalx

Generating global explanations from local ones

132 11 2
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