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1. ModelOriented/DALEX ModelOriented/DALEX Public

   moDel Agnostic Language for Exploration and eXplanation

   Python 1.4k 167

2. ModelOriented/modelStudio ModelOriented/modelStudio Public

   📍 Interactive Studio for Explanatory Model Analysis

   R 328 32

3. adversarial-explainable-ai adversarial-explainable-ai Public

   💡 Adversarial attacks on explanations and how to defend them

   302 45

4. mmschlk/shapiq mmschlk/shapiq Public

   Shapley Interactions for Machine Learning

   Python 261 13

5. ModelOriented/survex ModelOriented/survex Public

   Explainable Machine Learning in Survival Analysis

   R 104 10

6. robust-feature-effects robust-feature-effects Public

   Robustness of Global Feature Effect Explanations (ECML PKDD 2024)

   Jupyter Notebook 1