Model Oriented

Pinned

1. DALEX

   moDel Agnostic Language for Exploration and eXplanation

   Python 883 119

2. DrWhy

   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 486 64

3. modelStudio

   📍 Interactive Studio for Explanatory Model Analysis

   R 202 21

4. randomForestExplainer

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

   R 186 31

5. modelDown

   modelDown generates a website with HTML summaries for predictive models

   R 105 12

6. iBreakDown

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

   R 62 9