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Google Model Cards: A Proposed First Step
lnbressa
Author: N/A; Publisher: Google Cloud; Publication Year: N/A. The following tool is a proposed method for machine learning transparency similar to Microsoft’s Datasheets for Datasets. It proposes a “card” that comes with each model, designed for experts and non-experts, with information pertaining to the content, process, experience, fairness, and privacy of each model. There are…
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Data Science Ethics Checklist
lnbressa
Author: N/A; Publisher: Driven Data; Publication Year: N/A. The following resource is Deon which is a command line tool that generates an ethics checklist to help decide if your project is an ethical data science project. The tool allows you to create a custom checklist but also provides a default checklist split into different sections…
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