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.
artificial-intelligence differential-geometry manifold intelligent-systems explainable-artificial-intelligence explainable-ai explainable-ml xai riemannian-geometry model-agnostic model-agnostic-explanations explainable-machine-learning gemex riemannian-information-geometry fisher-information-metric
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Updated
Apr 8, 2026 - Python