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dberenbaum
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committed by David de la Iglesia Castro
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README.rst
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`Website <https://dvc.org>`_
• `Docs <https://dvc.org/doc>`_
• `VS Code Extension <https://marketplace.visualstudio.com/items?itemName=Iterative.dvc>`_
• `Blog <http://blog.dataversioncontrol.com>`_
• `Twitter <https://twitter.com/DVCorg>`_
• `Chat (Community & Support) <https://dvc.org/chat>`_
• `Tutorial <https://dvc.org/doc/get-started>`_
• `Mailing List <https://sweedom.us10.list-manage.com/subscribe/post?u=a08bf93caae4063c4e6a351f6&id=24c0ecc49a>`_
• `How DVC works`_
• `VS Code Extension`_
• `Installation`_
• `Related Technologies`_
• `Contributing`_
• `Community and Support`_
|CI| |Maintainability| |Coverage| |VS Code| |DOI|
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|
**Data Version Control** or **DVC** is a command line tool and `VS Code Extension <https://marketplace.visualstudio.com/items?itemName=Iterative.dvc>`_ to help you develop reproducible machine learning projects:
**Data Version Control** or **DVC** is a command line tool and `VS Code Extension`_ to help you develop reproducible machine learning projects:
#. **Version** your data and models.
Store them in your cloud storage but keep their version info in your Git repo.
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#. **Share** experiments and automatically reproduce anyone's experiment.
.. contents:: **Contents**
:backlinks: none
Quick start
===========
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Last but not least, `DVC Experiment Versioning <https://dvc.org/doc/start/experiments>`_ lets you prepare and run a large number of experiments.
Their results can be filtered and compared based on hyperparameters and metrics, and visualized with multiple plots.
.. _`VS Code Extension`:
Visual Studio Code Extension
============================
|VS Code|
To get use DVC as a GUI right from your VS Code IDE, install the `DVC Extension <https://marketplace.visualstudio.com/items?itemName=Iterative.dvc>`_ from the Marketplace.
To use DVC as a GUI right from your VS Code IDE, install the `DVC Extension <https://marketplace.visualstudio.com/items?itemName=Iterative.dvc>`_ from the Marketplace.
It currently features experiment tracking and data management, and more features (data pipeline support, etc.) are coming soon!
|VS Code Extension Overview|
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sudo yum update
sudo yum install dvc
.. _`Related Technologies`:
Comparison to related technologies
==================================
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|Contribs|
Mailing List
============
Community and Support
=====================
Want to stay up to date?
Want to help improve DVC by participating in our occasional polls?
Subscribe to our `mailing list <https://sweedom.us10.list-manage.com/subscribe/post?u=a08bf93caae4063c4e6a351f6&id=24c0ecc49a>`_.
No spam, really low traffic.
* `Twitter <https://twitter.com/DVCorg>`_
* `Forum <https://discuss.dvc.org/>`_
* `Discord Chat <https://dvc.org/chat>`_
* `Email <mailto:[email protected]>`_
* `Mailing List <https://sweedom.us10.list-manage.com/subscribe/post?u=a08bf93caae4063c4e6a351f6&id=24c0ecc49a>`_
Copyright
=========