{"author":null,"author_email":null,"bugtrack_url":null,"classifiers":["Development Status :: 1 - Planning","Intended Audience :: Developers","Intended Audience :: Science/Research","License :: OSI Approved","Operating System :: MacOS","Operating System :: Microsoft :: Windows","Operating System :: POSIX","Operating System :: Unix","Programming Language :: Python","Programming Language :: Python :: 3","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.12","Programming Language :: Python :: 3.13","Programming Language :: Python :: 3.9","Programming Language :: Python :: Implementation :: CPython","Topic :: Scientific/Engineering","Topic :: Software Development"],"description":".. -*- mode: rst -*-\n\n|readthedocs| |github-actions| |Codecov| |PyPI| |Black|\n\n.. |readthedocs| image:: https://readthedocs.org/projects/skops/badge/?version=latest&style=flat\n :target: https://skops.readthedocs.io/en/latest/\n :alt: Documentation\n\n.. |github-actions| image:: https://github.com/skops-dev/skops/workflows/pytest/badge.svg\n :target: https://github.com/skops-dev/skops/actions\n :alt: Linux, macOS, Windows tests\n\n.. |Codecov| image:: https://codecov.io/gh/skops-dev/skops/branch/main/graph/badge.svg\n :target: https://codecov.io/gh/skops-dev/skops\n :alt: Codecov\n\n.. |PyPI| image:: https://img.shields.io/pypi/v/skops\n :target: https://pypi.org/project/skops\n :alt: PyPi\n\n.. |Black| image:: https://img.shields.io/badge/code%20style-black-000000.svg\n :target: https://github.com/psf/black\n :alt: Black\n\n.. image:: https://raw.githubusercontent.com/skops-dev/skops/main/docs/images/logo.png\n :width: 500\n :target: https://skops.readthedocs.io/en/latest/\n\nSKOPS\n=====\n\n``skops`` is a Python library helping you share your `scikit-learn\n`__ based models and put them in production.\nAt the moment, it includes tools to easily integrate models on the Hugging Face\nHub, which allows you to share your models, make them discoverable, and use the\nHub's API inference and widgets to get outputs of the model without having to\ndownload or load the model.\n\n- ``skops.hub_utils``: tools to create a model repository to be stored on\n `Hugging Face Hub `__, mainly through\n ``skops.hub_utils.init`` and ``skops.hub_utils.push``. You can see all the\n models uploaded to the hub using this library `here\n `__. Find out more `here\n `__.\n- ``skops.card``: tools to create a model card explaining what the model does\n and how it should be used. The model card can then be stored as the\n ``README.md`` file on the Hugging Face Hub, with pre-populated metadata to\n help Hub understand the model. More information can be found `here\n `__.\n- ``skops.io``: Secure persistence of sklearn estimators and more, without using\n ``pickle``. Visit `the docs\n `__ for more\n information.\n\nPlease refer to our `documentation `_\non using the library as user, which includes user guides on the above topics as\nwell as complete examples explaining how the features can be used.\n\nIf you want to contribute to the library, please refer to our `contributing\n`_ guidelines.\n\nInstallation\n------------\n\nYou can install this library using:\n\n.. code-block:: bash\n\n python -m pip install skops\n\nBug Reports and Questions\n-------------------------\n\nPlease send all your questions and report issues on `this repository's issue\ntracker `_ as an issue. Try to look\nfor existing ones before you create a new one.\n","description_content_type":"text/x-rst","docs_url":null,"download_url":null,"downloads":{"last_day":-1,"last_month":-1,"last_week":-1},"dynamic":null,"home_page":null,"keywords":null,"license":"The MIT License (MIT) Copyright (C) 2021 Hugging Face Inc. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the \"Software\"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.","license_expression":null,"license_files":null,"maintainer":null,"maintainer_email":"Adrin Jalali , Benjamin Bossan ","name":"skops","package_url":"https://pypi.org/project/skops/","platform":null,"project_url":"https://pypi.org/project/skops/","project_urls":{"Changelog":"https://skops.readthedocs.io/en/stable/changes.html","Documentation":"https://skops.readthedocs.io/en/stable/","Homepage":"http://github.com/skops-dev/skops","Issues":"http://github.com/skops-dev/skops/issues","Repository":"http://github.com/skops-dev/skops"},"provides_extra":["rich"],"release_url":"https://pypi.org/project/skops/0.11.0/","requires_dist":["huggingface-hub>=0.17.0","packaging>=17.0","scikit-learn>=1.1","tabulate>=0.8.8","rich>=12; extra == \"rich\""],"requires_python":">=3.9","summary":"A set of tools, related to machine learning in production.","version":"0.11.0","yanked":false,"yanked_reason":null}

Dependency	Optional
huggingface-hub	false
packaging	false
scikit-learn	false
tabulate	false
rich	true

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