WIP Add module about clustering #836

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ArturoAmorQ wants to merge 50 commits into INRIA:main from ArturoAmorQ:clustering_module

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ArturoAmorQ commented May 22, 2025

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

ArturoAmorQ added 4 commits

May 22, 2025 18:33


          WIP Add module about clustering

2ec9530


          Iter on Kmeans exercise

8ab8ff8


          Synch exercise notebooks

d828ada


          Add notebooks on hdbscan and feature engineering

d94eb14

divakaivan reviewed

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ogrisel and others added 10 commits

May 28, 2025 19:27


          Reworked the k-means intro notebook to use penguins dataset

fd41577


          Rerender the first notebook

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          Add some missing cell markers

8ccd658


          Rerender the first notebook

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          More missing markers

83bc291


          Rerender the first notebook

60d32eb


          Improve phrasing / fix typos

2621cec


          Typo

57fafec


          Rerender the first notebook

51a0d13


          Iter on Olivier's work

6b26222

ogrisel reviewed

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ArturoAmorQ and others added 10 commits

June 2, 2025 18:14


          General rewording

fe58a3e


          Apply suggestions from code review

7374ae5

Co-authored-by: Olivier Grisel <[email protected]>


          Rephrasing in cluster_kmeans_sol_01.py

fd03b1a


          Resynchronize exercise and fix CI

da9a3ec


          Wording

d4ad40c


          Use MAE to score predicted house prices

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          Solve plotly DeprecationWarning

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          Prefer make_column_transformer as per INRIA#831

dec3453


          Iter on hdbscan notebook

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          Remove redundant paragraph

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ArturoAmorQ and others added 15 commits

June 6, 2025 10:00


          Fix exercise

d7e03e6


          Small improvements to the solution of exercise 02

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          Add the skrub dependency

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          Expand analysis a bit

166868c


          Improvements in the HDBSCAN notebook

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          Reworded analysis of the BBC text clustering notebook + use cross-val…

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…idation


          Improvements in the supervised metrics notebook

a765e53


          Add discussion on silhouette for hdbscan

024545f


          Fix warning and plot not rendering


          Add intro, overview and sections

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          Iter discussion on silhouette for hdbscan

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          Tweaks

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          Add first quiz on clustering and related images

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          Wording tweaks

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          Add second quiz on clustering

89110ea

ArturoAmorQ requested a review from ogrisel

June 20, 2025 14:48

Collaborator Author

ArturoAmorQ commented Jun 23, 2025

See !97 for the files generating the quizzes in this PR.

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ArturoAmorQ and others added 5 commits

June 24, 2025 16:24


          Apply suggestions from code review

d4b975e

Co-authored-by: Olivier Grisel <[email protected]>


          Update jupyter-book/clustering/clustering_module_take_away.md

b016d8b

Co-authored-by: Olivier Grisel <[email protected]>


          Synchronize quizzes from review

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          Merge branch 'clustering_module' of github.com:ArturoAmorQ/scikit-lea…

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…rn-mooc into clustering_module


          Synchronize notebooks

aff2dba

ArturoAmorQ mentioned this pull request

Clustering module probabl-ai/scikit-learn-course#14

Merged

ArturoAmorQ mentioned this pull request

Change way to enumerate exercises and quizzes #848

Open


          Add clustering wrap-up quiz

0c161ee

ArturoAmorQ mentioned this pull request

Add clustering wrap-up quiz probabl-ai/scikit-learn-course#24

Merged

ArturoAmorQ added 3 commits

July 15, 2025 17:10


          Fix bug in wrap-up quiz

54ff951


          Add wrap-up quiz to toc

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          Fix a couple of bugs

5c7b28c

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