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1. ModelOriented/DALEX ModelOriented/DALEX Public

   moDel Agnostic Language for Exploration and eXplanation

   Python 1.4k 168

2. mmschlk/shapiq mmschlk/shapiq Public

   Shapley Interactions and Shapley Values for Machine Learning

   Python 309 14

3. ModelOriented/modelStudio ModelOriented/modelStudio Public

   📍 Interactive Studio for Explanatory Model Analysis

   R 328 32

4. adversarial-explainable-ai adversarial-explainable-ai Public

   💡 Adversarial attacks on explanations and how to defend them

   308 47

5. ModelOriented/survex ModelOriented/survex Public

   Explainable Machine Learning in Survival Analysis

   R 105 11

6. compress-then-explain compress-then-explain Public

   Efficient and accurate explanation estimation with distribution compression (ICLR 2025)

   Python 3