Ethical and Bias Testing in Generative AI: A Practical Guide to Ensuring Ethical Conduct with Test Cases and Tools

This page summarizes the projects mentioned and recommended in the original post on dev.to

SurveyJS
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  • lime

    Lime: Explaining the predictions of any machine learning classifier (by marcotcr)

    • Other tools like Fairness Indicators, Lime, and SHAP are also valuable resources for ethical and bias testing.

  • shap

    Discontinued A game theoretic approach to explain the output of any machine learning model. [Moved to: https://github.com/shap/shap] (by slundberg)

    • Other tools like Fairness Indicators, Lime, and SHAP are also valuable resources for ethical and bias testing.

  • SurveyJS

    Open-Source JSON Form Builder to Create Dynamic Forms Right in Your App. With SurveyJS form UI libraries, you can build and style forms in a fully-integrated drag & drop form builder, render them in your JS app, and store form submission data in any backend, inc. PHP, ASP.NET Core, and Node.js.

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