Best Open Source interpretability Libraries

A curated list of the most popular GitHub repositories tagged with interpretability. Select any project to visualize its architecture and dive into the codebase using RepoMind's AI engine.

#1shap/shap

A game theoretic approach to explain the output of any machine learning model.

25,058Jupyter Notebook

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#2EthicalML/awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

20,160

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#3jacobgil/pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

12,621Python

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#4interpretml/interpret

Fit interpretable models. Explain blackbox machine learning.

6,798C++

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