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9 repositories · updated 2026-11-07
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1jacobgil / pytorch-grad-camAdvanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.PythonMIT · PermissiveInsufficient rank history13,009
2interpretml / interpretFit interpretable models. Explain blackbox machine learning.C++MIT · PermissiveInsufficient rank history6,976
3jphall663 / awesome-machine-learning-interpretabilityA curated list of awesome responsible machine learning resources.CC0-1.0 · PermissiveInsufficient rank history4,084
4truera / trulensEvaluation and Tracking for LLM Experiments and AI AgentsPythonMIT · PermissiveInsufficient rank history3,629
5microsoft / tensorwatchDebugging, monitoring and visualization for Python Machine Learning and Data ScienceJupyter NotebookMIT · PermissiveInsufficient rank history3,479
6AstraZeneca / awesome-explainable-graph-reasoningA collection of research papers and software related to explainability in graph machine learning.Apache-2.0 · PermissiveInsufficient rank history1,993
7csinva / imodelsInterpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).Jupyter NotebookMIT · PermissiveInsufficient rank history1,630
8dswah / pyGAM[CONTRIBUTORS WELCOME] Generalized Additive Models in PythonPythonApache-2.0 · PermissiveInsufficient rank history1,023
9mdipietro09 / DataScience_ArtificialIntelligence_UtilsExamples of Data Science projects and Artificial Intelligence use-casesJupyter NotebookLicense not declaredInsufficient rank history561
