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Fairlearn
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Author: Miro Dudik; Publisher: Fairlearn; Publication Year: N/A. The following tool is Fairlearn which is a open-source project that helps data scientists improve fairness of their artificial intelligence (AI) systems. It includes a python library to assess fairness and improvement. It also includes educational resources about technical processes for unfairness mitigation. Key components of the…
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Responsible AI Dashboard: A One-Stop Shop for Operationalizing Responsible AI in Practice
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Author: Mehrnoosh Sameki; Publisher: Microsoft; Publication Year: 2021. The following dashboard can be used to make sure data scientists ethically and responsibly take the correct approach towards artificial intelligence or machine learning. “A single pane of glass bringing together several mature responsible AI tools in the areas of machine learning interpretability, unfairness assessment and mitigation,…
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