[P] Datalab: A Linter for ML Datasets

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

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  • cleanlab

    The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

  • I recently published a blog introducing Datalab and an open-source Python implementation that is easy-to-use for all data types (image, text, tabular, audio, etc). For data scientists, I’ve made a quick Jupyter tutorial to run Datalab on your own data.

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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