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Home/Standards & Frameworks/Datasheets for Datasets

Datasheets for Datasets

Documentation framework for datasets proposed by Gebru et al. (Microsoft Research and collaborators)

A question-based datasheet covering motivation, composition, collection, preprocessing, uses, distribution and maintenance of a dataset, the standard template for dataset documentation in ML and in data-governance standards.

datasheetsdataset documentationtraining data

Sources

arxiv.orghttps://arxiv.org/abs/1803.09010

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