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Model Oriented

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  1. moDel Agnostic Language for Exploration and eXplanation

    Python 866 118

  2. 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 480 64

  3. 📍 Interactive Studio for Explanatory Model Analysis

    R 199 20

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

    R 186 31

  5. modelDown generates a website with HTML summaries for predictive models

    R 105 12

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

    R 62 9


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