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skops is a Python library helping you share your scikit-learn based models and put them in production

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README.md

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SKOPS

skops is a Python library helping you share your scikit-learn <https://scikit-learn.org/stable/>__ based models and put them in production. At the moment, it includes skops.io to securely persist sklearn estimators and more, without using pickle. It also includes skops.card to create a model card explaining what the model does and how it should be used.

  • skops.io: Secure persistence of sklearn estimators and more, without using pickle. Visit the docs <https://skops.readthedocs.io/en/latest/persistence.html>__ for more information.
  • skops.card: tools to create a model card explaining what the model does and how it should be used. More information can be found here <https://skops.readthedocs.io/en/stable/model_card.html>__.

Please refer to our documentation <https://skops.readthedocs.io/en/latest/>_ on using the library as user, which includes user guides on the above topics as well as complete examples explaining how the features can be used.

If you want to contribute to the library, please refer to our contributing <CONTRIBUTING.rst>_ guidelines.

Installation

You can install this library using:

.. code-block:: bash

python -m pip install skops

Bug Reports and Questions

Please send all your questions and report issues on this repository's issue tracker <https://github.com/skops-dev/skops/issues>_ as an issue. Try to look for existing ones before you create a new one.