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Model Oriented

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  1. DALEXDALEXPublic

    moDel Agnostic Language for Exploration and eXplanation

    Python 1.5k 170

  2. DrWhyDrWhyPublic

    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. modelStudiomodelStudioPublic

    📍 Interactive Studio for Explanatory Model Analysis

    R 332 33

  4. randomForestExplainerrandomForestExplainerPublic

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

    R 237 37

  5. foresterforesterPublic

    Trees are all you need

    HTML 112 15

  6. fairmodelsfairmodelsPublic

    Flexible tool for bias detection, visualization, and mitigation

    R 86 16

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