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1. DALEX DALEX Public

   moDel Agnostic Language for Exploration and eXplanation

   Python 1.4k 168

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 690 85

3. modelStudio modelStudio Public

   📍 Interactive Studio for Explanatory Model Analysis

   R 332 32

4. randomForestExplainer randomForestExplainer Public

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

   R 234 37

5. forester forester Public

   Trees are all you need

   HTML 114 15

6. fairmodels fairmodels Public

   Flexible tool for bias detection, visualization, and mitigation

   R 86 16