Welcome to skops’s documentation!
skops is a Python library helping you share your scikit-learn based models and put them in production.
The library is still a work in progress and under active development. You can find the source code and the development discussions on Github.
The following examples are good starting points:
How to create and initialize a scikit-learn model repo: scikit-learn models on Hugging Face Hub. You can see all the models uploaded to the Hugging Face Hub using this library here.
How to create a model card for your scikit-learn based model: scikit-learn model cards
A text classification example, and its integration with the hub: Text Classification with scikit-learn
More examples here
In order to better understand the role of each file and their content when uploaded to Hugging Face Hub, refer to this user guide. You can refer to user guide to see how you can leverage model cards for documenting your scikit-learn models and enabling reproducibility.
User Guide / API Reference
- scikit-learn Models on Hugging Face Hub
- Model Cards for scikit-learn
- Secure persistence with skops
- API Reference
- Examples of interactions with the Hugging Face Hub