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@ModelOriented

Model Oriented

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  1. DALEX DALEX Public

    moDel Agnostic Language for Exploration and eXplanation

    Python 1.3k 166

  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 678 84

  3. modelStudio modelStudio Public

    📍 Interactive Studio for Explanatory Model Analysis

    R 322 32

  4. randomForestExplainer randomForestExplainer Public

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

    R 230 38

  5. forester forester Public

    Trees are all you need

    HTML 108 14

  6. fairmodels fairmodels Public

    Flexible tool for bias detection, visualization, and mitigation

    R 85 15

Repositories

Showing 10 of 53 repositories
  • kernelshap Public

    Efficient R implementation of SHAP

    ModelOriented/kernelshap’s past year of commit activity
    R 34 GPL-2.0 7 1 0 Updated Jun 22, 2024
  • survex Public

    Explainable Machine Learning in Survival Analysis

    ModelOriented/survex’s past year of commit activity
    R 94 GPL-3.0 10 3 0 Updated Jun 15, 2024
  • treeshap Public

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

    ModelOriented/treeshap’s past year of commit activity
    R 78 GPL-3.0 22 14 1 Updated Jun 9, 2024
  • DALEX Public

    moDel Agnostic Language for Exploration and eXplanation

    ModelOriented/DALEX’s past year of commit activity
    Python 1,344 GPL-3.0 166 20 2 Updated Jun 9, 2024
  • forester Public

    Trees are all you need

    ModelOriented/forester’s past year of commit activity
    HTML 108 GPL-3.0 14 5 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 38 3 2 Updated Mar 25, 2024
  • DALEX-docs Public

    Documentation for the DALEX project

    ModelOriented/DALEX-docs’s past year of commit activity
    Jupyter Notebook 33 CC-BY-SA-4.0 39 2 12 Updated Feb 28, 2024
  • shapviz Public

    R package for SHAP plots

    ModelOriented/shapviz’s past year of commit activity
    R 67 GPL-2.0 10 1 0 Updated Feb 7, 2024
  • auditor Public

    Model verification, validation, and error analysis

    ModelOriented/auditor’s past year of commit activity
    R 58 14 7 2 Updated Jan 9, 2024
  • Arena Public

    Interactive XAI dashboard

    ModelOriented/Arena’s past year of commit activity
    Vue 22 GPL-3.0 1 1 1 Updated Jan 3, 2024

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