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1. fixlip fixlip Public

   Explaining similarity in vision-language encoders with weighted Banzhaf interactions (NeurIPS'25)

   Jupyter Notebook 10

2. compress-then-explain compress-then-explain Public

   Efficient and accurate explanation estimation with distribution compression (ICLR'25 Spotlight)

   Python 10 1

3. CredibleAI/metagame CredibleAI/metagame Public

   The metagame of interpretability and meta-attributions (NeurIPS'26)

   Python 1

4. mmschlk/shapiq mmschlk/shapiq Public

   Shapley Interactions and Shapley Values for Machine Learning

   Python 789 76

5. ModelOriented/DALEX ModelOriented/DALEX Public

   moDel Agnostic Language for Exploration and eXplanation

   Python 1.5k 174

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

   💡 Adversarial attacks on explanations and how to defend them

   335 48