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@explainX

explainX

Explainable AI for data scientists

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  1. explainx explainx Public

    Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @…

    Jupyter Notebook 418 54

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  • explainx Public

    Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ [email protected]

    explainX/explainx’s past year of commit activity
    Jupyter Notebook 418 MIT 54 2 4 Updated Aug 21, 2024
  • Visual-Counterfactuals Public

    A visual counterfactual explanation of predictions by machine learning models. Work adapted from https://arxiv.org/abs/2003.02428.

    explainX/Visual-Counterfactuals’s past year of commit activity
    Python 3 2 0 0 Updated Jan 13, 2021
  • Surrogate-Rule-Exploration-Method Public

    Easily explain the behavior of machine learning models using decision rules generated by decision trees. Work adapted from https://github.com/nyuvis/SuRE

    explainX/Surrogate-Rule-Exploration-Method’s past year of commit activity
    JavaScript 3 3 0 0 Updated Oct 19, 2020
  • PyCEbox Public Forked from AustinRochford/PyCEbox

    ⬛ Python Individual Conditional Expectation Plot Toolbox

    explainX/PyCEbox’s past year of commit activity
    Jupyter Notebook 0 MIT 36 0 0 Updated May 29, 2020

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