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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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skops-dev/skops

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SKOPS

skops is a Python library helping you share yourscikit-learn based models and put them in production.At the moment, it includes skops.io to securely persist sklearn estimators andmore, without usingpickle. It also includes skops.card to create a modelcard explaining what the model does and how it should be used.

  • skops.io: Secure persistence of sklearn estimators and more, without usingpickle. Visitthe docs for moreinformation.
  • skops.card: tools to create a model card explaining what the model doesand how it should be used. The model card can then be stored as theREADME.md file on the Hugging Face Hub, with pre-populated metadata tohelp Hub understand the model. More information can be foundhere.

Please refer to ourdocumentationon using the library as user, which includes user guides on the above topics aswell as complete examples explaining how the features can be used.

If you want to contribute to the library, please refer to ourcontributing guidelines.

Installation

You can install this library using:

python -m pip install skops

Bug Reports and Questions

Please send all your questions and report issues onthis repository's issuetracker as an issue. Try to lookfor existing ones before you create a new one.

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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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