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Adds module on K-means and HDBSCAN. Adds dataset, notebooks and exercises.

SebastienMelo and others added 25 commits October 23, 2025 16:47
…INRIA#831)

* changed besides to additionally for better phrasing

* Apply suggestions from code review

* Changed the use of ColumnTransformer to make_column_transformer

* fixed format

* fixed format

* changed additional mentions of ColumnTransformer

* Rerender notebooks

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Co-authored-by: SebastienMelo <seastien.melo@polytechnique.edu>
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
* minor improvment in wording and import statement order

* use pre-commit hooks
@ArturoAmorQ
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ArturoAmorQ commented Oct 23, 2025

Oups, I synchronized with main and now the diff is huge. I am not sure how to rebase 😱

Edit: Now only the history is polluted, but the diff is clean.

@fritshermans
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This is great work @ArturoAmorQ! I really like the examples on penguins and the geospatial clustering. Also the different clustering metrics are well explained. As clustering is already part of the professional practitioner exam, I think it would be good to merge this PR soon ☺️

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10 participants