What are some exciting new tools/libraries in 2021?

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

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  • soda-sql

    Discontinued Data profiling, testing, and monitoring for SQL accessible data.

  • soda-sql really cool library to automate data quality checks on SQL tables

  • mljar-supervised

    Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

  • MLJAR AutoML for tabular data - https://github.com/mljar/mljar-supervised - it has automatic documentation for created models

  • 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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