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Model Oriented

  • MI2DataLab @ Warsaw University of Technology

Pinned repositories

  1. 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 41 7

  2. Very experimental version of the iBreakDown package.

    Jupyter Notebook 19 2

  3. An R wrapper of SHAP python library

    Jupyter Notebook 12 4

  4. Explain black box with GLM

    R 9 1

  5. Surrogate Assisted Feature Extraction

    Python 8

  6. LIME-like explanations with interpretable features based on Ceteris Paribus curves. Now on CRAN.

    R 6 2

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