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Co-authored-by: Nicolas Hug <contact@nicolas-hug.com>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Describe the issue linked to the documentation
The HTML repr is demoed in very few examples, and people might not discover it.
Suggest a potential alternative/fix
Evolve the example:
https://scikit-learn.org/stable/auto_examples/miscellaneous/plot_changed_only_pprint_parameter.html
to one with two sections: one on the compact representation and one demoing the HTML repr as on:
https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_0_23_0.html
The reason why we should modify the existing example and not create a new one is that too many examples make things hard to discover.
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