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1. compress-then-explain compress-then-explain Public

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

   Python 8 1

2. fixlip fixlip Public

   Explaining similarity in vision-language encoders with weighted Banzhaf interactions (NeurIPS 2025)

   1

3. ModelOriented/DALEX ModelOriented/DALEX Public

   moDel Agnostic Language for Exploration and eXplanation

   Python 1.4k 170

4. mmschlk/shapiq mmschlk/shapiq Public

   Shapley Interactions and Shapley Values for Machine Learning

   Python 614 42

5. ModelOriented/modelStudio ModelOriented/modelStudio Public

   📍 Interactive Studio for Explanatory Model Analysis

   R 334 33

6. adversarial-explainable-ai adversarial-explainable-ai Public

   💡 Adversarial attacks on explanations and how to defend them

   328 49