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Model Agnostic Explanations Python Packages

Python packages with the GitHub topic model-agnostic-explanations. Sorted by relevance, with stars and monthly downloads.
ntakafumi
aime-xai

Approximate Inverse Model Explanations (AIME): model-agnostic XAI through an approximate inverse operator.

2K 19 1
sbobek
lux-explainer

Local Universal Rule-based Explanations

402 13 6
edahelsinki
slisemap

SLISEMAP: Combining supervised dimensionality reduction with local explanations

398 21 3
utkukose
gemex

GEMEX: Geodesic Entropic Manifold Explainability — novel model-agnostic XAI grounded in Riemannian information geometry

245 9 1
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