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@ModelOriented

Model Oriented

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  1. DALEX Public

    moDel Agnostic Language for Exploration and eXplanation

    Python 1.4k 168

  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 689 85

  3. modelStudio Public

    📍 Interactive Studio for Explanatory Model Analysis

    R 331 32

  4. randomForestExplainer Public

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

    R 233 37

  5. forester Public

    Trees are all you need

    HTML 114 15

  6. fairmodels Public

    Flexible tool for bias detection, visualization, and mitigation

    R 87 16

Repositories

Showing 10 of 55 repositories
  • DALEX Public

    moDel Agnostic Language for Exploration and eXplanation

    Python 1,414 GPL-3.0 168 23 2 Updated Feb 12, 2025
  • fairmodels Public

    Flexible tool for bias detection, visualization, and mitigation

    R 87 GPL-3.0 16 4 (1 issue needs help) 0 Updated Jan 31, 2025
  • hstats Public

    Friedman's H-statistics

    R 30 GPL-2.0 1 1 1 Updated Jan 24, 2025
  • shapviz Public

    SHAP Plots in R

    R 90 GPL-2.0 14 2 0 Updated Jan 19, 2025
  • kernelshap Public

    Different SHAP algorithms

    R 45 GPL-2.0 7 0 0 Updated Sep 8, 2024
  • DALEXtra Public

    Extensions for the DALEX package

    R 67 10 1 1 Updated Aug 13, 2024
  • CVE-AI Public

    CVE-AI Common Vulnerabilities and Exposures for AI

    JavaScript 0 MIT 0 0 0 Updated Jul 30, 2024
  • treeshap Public

    Compute SHAP values for your tree-based models using the TreeSHAP algorithm

    R 83 GPL-3.0 24 15 2 Updated Jul 25, 2024
  • survex Public

    Explainable Machine Learning in Survival Analysis

    R 109 GPL-3.0 11 8 0 Updated Jun 15, 2024
  • forester Public

    Trees are all you need

    HTML 114 GPL-3.0 15 10 0 Updated Jun 5, 2024