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1. DALEX DALEX Public

   moDel Agnostic Language for Exploration and eXplanation (JMLR 2018; JMLR 2021)

   Python 1.4k 170

2. DrWhy DrWhy Public

   DrWhy is the collection of tools for eXplainable AI (XAI). It's based on shared principles and simple grammar for exploration, explanation and visualisation of predictive models.

   R 689 84

3. modelStudio modelStudio Public

   📍 Interactive Studio for Explanatory Model Analysis

   R 333 33

4. randomForestExplainer randomForestExplainer Public

   A set of tools to understand what is happening inside a Random Forest

   R 237 37

5. forester forester Public

   Trees are all you need

   HTML 112 15

6. fairmodels fairmodels Public

   Flexible tool for bias detection, visualization, and mitigation

   R 86 16