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Examples of interactions with the Hugging Face Hub

  • Creating the Model Card:

    sphx_glr_auto_examples_plot_model_card.py is an example of using skops to create a model card that can be used on the Hugging Face Hub.

  • Putting the Model Card on the Hub:

    sphx_glr_auto_examples_plot_hf_hub.py is an example of using skops to put a model card on the Hugging Face Hub.

  • Tabular Regression:

    sphx_glr_auto_examples_plot_tabular_regression.py is an example of using skops to serialize a tabular regression model and create a model card and a Hugging Face Hub repository.

  • Text Classification:

    sphx_glr_auto_examples_plot_text_classification.py is an example of using skops to serialize a text classification model and create a model card and a Hugging Face Hub repository.

  • Long semi-realistic guide using the California Housing dataset:

    sphx_glr_auto_examples_plot_california_housing.py is an exercise that goes through a semi-realistic data science and machine learning task and develops a practical solution for it. It uses skops for model saving, model card generation, and upload to the Hugging Face Hub.