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Model Agnostic Explanations Python Packages

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

SLISEMAP: Combining supervised dimensionality reduction with local explanations

315 22 3
ntakafumi
aime-xai

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

237 24 1
sbobek
lux-explainer

Local Universal Rule-based Explanations

168 13 6
utkukose
gemex

GEMEX is a novel, model-agnostic Explainable AI (XAI) library grounded in Riemannian information geometry and differential geometry. It treats a trained model as defining a statistical manifold equipped with the Fisher Information Metric and derives all explanations from the intrinsic geometry of that manifold.

132 10 1
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