Metadata-Version: 2.4
Name: skops
Version: 0.14.0
Summary: A set of tools, related to machine learning in production.
Project-URL: Homepage, http://github.com/skops-dev/skops
Project-URL: Documentation, https://skops.readthedocs.io/en/stable/
Project-URL: Repository, http://github.com/skops-dev/skops
Project-URL: Issues, http://github.com/skops-dev/skops/issues
Project-URL: Changelog, https://skops.readthedocs.io/en/stable/changes.html
Maintainer-email: Adrin Jalali <adrin.jalali@gmail.com>, Benjamin Bossan <benjamin.bossan@gmail.com>
License-File: LICENSE
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved
Classifier: Operating System :: MacOS
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX
Classifier: Operating System :: Unix
Classifier: Programming Language :: Python
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3.11
Classifier: Programming Language :: Python :: 3.12
Classifier: Programming Language :: Python :: 3.13
Classifier: Programming Language :: Python :: 3.14
Classifier: Programming Language :: Python :: Implementation :: CPython
Classifier: Topic :: Scientific/Engineering
Classifier: Topic :: Software Development
Requires-Python: >=3.9
Requires-Dist: numpy>=1.25.0
Requires-Dist: packaging>=17.0
Requires-Dist: prettytable>=3.9
Requires-Dist: scikit-learn>=1.2
Requires-Dist: scipy>=1.10.0
Provides-Extra: rich
Requires-Dist: rich>=12; extra == 'rich'
Description-Content-Type: text/x-rst

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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. The model card can then be stored as the
  ``README.md`` file on the Hugging Face Hub, with pre-populated metadata to
  help Hub understand the model. 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.
