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:
- Improve your data science workflow with skops:
sphx_glr_auto_examples_plot_california_housing.py - How to create a model card for your scikit-learn based model:
sphx_glr_auto_examples_plot_model_card.py - A text classification example, and its integration with the hub:
sphx_glr_auto_examples_plot_text_classification.py - More examples
here <examples>
In order to better understand the role of each file and their content when uploaded to Hugging Face Hub, refer to this user guide <hf_hub>. You can refer to user guide <model_card> to see how you can leverage model cards for documenting your scikit-learn models and enabling reproducibility.
installation hf_hub model_card persistence modules/classes examples
roadmap community changes
genindexmodindexsearch