skrub (formerly dirty_cat) is a Python library that facilitates doing machine learning with dataframes.

If you like the package, spread the word and ⭐ this repository! You can also join the discord server.

Website: https://skrub-data.org/

See our examples, or check out the learning materials.

skrub can easily be installed via pip or conda. For more installation information, see the installation instructions.

The best way to support the development of skrub is to spread the word!

Also, if you already are a skrub user, we would love to hear about your use cases and challenges in the Discussions section.

To report a bug or suggest enhancements, please open an issue.

If you want to contribute directly to the library, then check the how to contribute page on the website for more information.