https://github.com/dask/dask-ml

Scalable Machine Learning with Dask
https://github.com/dask/dask-ml

hacktoberfest

Last synced: 3 months ago
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Scalable Machine Learning with Dask

• Host: GitHub
• URL: https://github.com/dask/dask-ml
• Owner: dask
• License: bsd-3-clause
• Created: 2017-06-15T15:56:06.000Z (over 7 years ago)
• Default Branch: main
• Last Pushed: 2024-07-20T22:34:57.000Z (4 months ago)
• Last Synced: 2024-07-20T23:22:41.411Z (4 months ago)
• Topics: hacktoberfest
• Language: Python
• Homepage: http://ml.dask.org
• Size: 97.9 MB
• Stars: 885
• Watchers: 40
• Forks: 255
• Open Issues: 277
• Metadata Files:
  • Readme: README.rst
  • Contributing: CONTRIBUTING.md
  • License: LICENSE.txt

Awesome Lists containing this project

• awesome-python-machine-learning - Dask - Dask-ML provides scalable machine learning in Python using Dask alongside popular machine learning libraries like Scikit-Learn. (Uncategorized / Uncategorized)
• awesome-python-machine-learning-resources - GitHub - 45% open · ⏱️ 19.06.2022): (分布式机器学习)

README

        
Dask-ML

=======

|Build Status| |Azure Pipelines| |Coverage| |Doc Status| |Discourse| |Version Status| |NumFOCUS|

Dask-ML provides scalable machine learning in Python using `Dask `__ alongside popular machine learning libraries like `Scikit-Learn `__, `XGBoost `__, and others.

You can try Dask-ML on a small cloud instance by clicking the following button:

.. image:: https://mybinder.org/badge.svg

   :target: https://mybinder.org/v2/gh/dask/dask-examples/main?filepath=machine-learning.ipynb

LICENSE

-------

New BSD. See `License File `__.

.. _documentation: https://dask.org

.. |Build Status| image:: https://github.com/dask/dask-ml/workflows/CI/badge.svg?branch=main

   :target: https://github.com/dask/dask-ml/actions?query=workflow%3A%22CI%22

.. |Azure Pipelines| image:: https://dev.azure.com/dask-dev/dask/_apis/build/status/dask.dask-ml?branchName=main

   :target: https://dev.azure.com/dask-dev/dask/_build/latest?definitionId=1&branchName=main

.. |Coverage| image:: https://codecov.io/gh/dask/dask-ml/branch/main/graph/badge.svg

   :target: https://codecov.io/gh/dask/dask-ml/branch/main

   :alt: Coverage status

.. |Doc Status| image:: https://readthedocs.org/projects/ml/badge/?version=latest

   :target: https://ml.dask.org/

   :alt: Documentation Status

.. |Discourse| image:: https://img.shields.io/discourse/users?logo=discourse&server=https%3A%2F%2Fdask.discourse.group

   :alt: Discuss Dask-related things and ask for help

   :target: https://dask.discourse.group

.. |Version Status| image:: https://img.shields.io/pypi/v/dask-ml.svg

   :target: https://pypi.python.org/pypi/dask-ml/

.. |NumFOCUS| image:: https://img.shields.io/badge/powered%20by-NumFOCUS-orange.svg?style=flat&colorA=E1523D&colorB=007D8A

   :target: https://www.numfocus.org/