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.

GitHub repository with 7 stars and 0 forks.

Language: Python

Topics: differential-geometry, explainable-ai, explainable-artificial-intelligence, explainable-machine-learning, explainable-ml, manifold, model-agnostic, model-agnostic-explanations, riemannian-geometry, xai

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2026-06-05: 7 stars and 0 forks.

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    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.

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    Topics: differential-geometry, explainable-ai, explainable-artificial-intelligence, explainable-machine-learning, explainable-ml, manifold

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