Model Oriented

Pinned

1. DALEX Public

   moDel Agnostic Language for Exploration and eXplanation

   Python 1k 135

2. 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 527 69

3. modelStudio Public

   📍 Interactive Studio for Explanatory Model Analysis

   R 255 28

4. randomForestExplainer Public

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

   R 194 33

5. modelDown Public

   modelDown generates a website with HTML summaries for predictive models

   R 107 13

6. iBreakDown Public

   Break Down with interactions for local explanations (SHAP, BreakDown, iBreakDown)

   R 70 11