https://github.com/skrub-data/skrub

Machine learning with dataframes
https://github.com/skrub-data/skrub

data data-analysis data-cleaning data-preparation data-preprocessing data-science data-wrangling dataframe dataframes dirty-data machine-learning

Last synced: 18 days ago
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Machine learning with dataframes

• Host: GitHub
• URL: https://github.com/skrub-data/skrub
• Owner: skrub-data
• License: bsd-3-clause
• Created: 2018-03-12T23:32:22.000Z (almost 8 years ago)
• Default Branch: main
• Last Pushed: 2025-05-06T15:31:20.000Z (9 months ago)
• Last Synced: 2025-05-06T16:50:08.415Z (9 months ago)
• Topics: data, data-analysis, data-cleaning, data-preparation, data-preprocessing, data-science, data-wrangling, dataframe, dataframes, dirty-data, machine-learning
• Language: Python
• Homepage: https://skrub-data.org/
• Size: 12.4 MB
• Stars: 1,380
• Watchers: 20
• Forks: 128
• Open Issues: 100
• Metadata Files:
  • Readme: README.rst
  • Changelog: CHANGES.rst
  • Contributing: CONTRIBUTING.rst
  • License: LICENSE.txt
  • Code of conduct: CODE_OF_CONDUCT.md

Awesome Lists containing this project

• fucking-awesome-machine-learning - skrub - Skrub is a Python library that eases preprocessing and feature engineering for machine learning on dataframes. (Python / General-Purpose Machine Learning)
• awesome-machine-learning - skrub - Skrub is a Python library that eases preprocessing and feature engineering for machine learning on dataframes. (Python / General-Purpose Machine Learning)

README

          
skrub

=====

.. image:: https://skrub-data.github.io/stable/_static/skrub.svg

   :align: center

   :width: 50 %

   :alt: skrub logo

|py_ver| |pypi_var| |pypi_dl| |codecov| |circleci| |black|

.. |py_ver| image:: https://img.shields.io/pypi/pyversions/skrub

.. |pypi_var| image:: https://img.shields.io/pypi/v/skrub?color=informational

.. |pypi_dl| image:: https://img.shields.io/pypi/dm/skrub

.. |codecov| image:: https://img.shields.io/codecov/c/github/skrub-data/skrub/main

.. |circleci| image:: https://img.shields.io/circleci/build/github/skrub-data/skrub/main?label=CircleCI

.. |black| image:: https://img.shields.io/badge/code%20style-black-000000.svg

**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 `_.

Installation

------------

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

the `installation instructions `_.

Contributing

------------

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.