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Global Explanation Python Packages

Python packages with the GitHub topic global-explanation. Sorted by relevance, with stars and monthly downloads.
roye10
shapley-lz

IN PROGRESS - after the paper "Shapley-Lorenz decompositions in eXplainable Artificial Intelligence" by Giudici and Raffinetti - 2020

578 3 1
edahelsinki
slisemap

SLISEMAP: Combining supervised dimensionality reduction with local explanations

398 21 3
msetzu
glocalx

Generating global explanations from local ones

346 11 2
roye10
lorenz-zonoid

IN PROGRESS - after the paper "Shapley-Lorenz decompositions in eXplainable Artificial Intelligence" by Giudici and Raffinetti - 2020

292 3 1
KieranLitschel
xswem

A simple and explainable deep learning model for NLP.

133 1 0
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