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@ModelOriented

Model Oriented

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  1. DALEX DALEX Public

    moDel Agnostic Language for Exploration and eXplanation

    Python 1.4k 167

  2. DrWhy 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 683 85

  3. modelStudio modelStudio Public

    📍 Interactive Studio for Explanatory Model Analysis

    R 327 32

  4. randomForestExplainer randomForestExplainer Public

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

    R 230 37

  5. forester forester Public

    Trees are all you need

    HTML 113 15

  6. fairmodels fairmodels Public

    Flexible tool for bias detection, visualization, and mitigation

    R 86 15

Repositories

Showing 10 of 55 repositories
  • shapviz Public

    SHAP Plots in R

    ModelOriented/shapviz’s past year of commit activity
    R 81 GPL-2.0 14 2 0 Updated Dec 13, 2024
  • hstats Public

    Friedman's H-statistics

    ModelOriented/hstats’s past year of commit activity
    R 27 GPL-2.0 0 0 0 Updated Dec 8, 2024
  • DALEX Public

    moDel Agnostic Language for Exploration and eXplanation

    ModelOriented/DALEX’s past year of commit activity
    Python 1,390 GPL-3.0 167 22 2 Updated Oct 2, 2024
  • kernelshap Public

    Different SHAP algorithms

    ModelOriented/kernelshap’s past year of commit activity
    R 42 GPL-2.0 7 0 0 Updated Sep 8, 2024
  • DALEXtra Public

    Extensions for the DALEX package

    ModelOriented/DALEXtra’s past year of commit activity
    R 66 10 1 1 Updated Aug 13, 2024
  • CVE-AI Public

    CVE-AI Common Vulnerabilities and Exposures for AI

    ModelOriented/CVE-AI’s past year of commit activity
    JavaScript 0 MIT 0 0 0 Updated Jul 30, 2024
  • treeshap Public

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

    ModelOriented/treeshap’s past year of commit activity
    R 81 GPL-3.0 24 14 2 Updated Jul 25, 2024
  • survex Public

    Explainable Machine Learning in Survival Analysis

    ModelOriented/survex’s past year of commit activity
    R 104 GPL-3.0 10 7 0 Updated Jun 15, 2024
  • forester Public

    Trees are all you need

    ModelOriented/forester’s past year of commit activity
    HTML 113 GPL-3.0 15 10 0 Updated Jun 5, 2024
  • randomForestExplainer Public

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

    ModelOriented/randomForestExplainer’s past year of commit activity
    R 230 37 3 2 Updated Mar 25, 2024