WIP Add module about clustering #836

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ArturoAmorQ wants to merge 81 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

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          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

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          Rerender the first notebook

60d32eb


          Improve phrasing / fix typos

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          Typo

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          Rerender the first notebook

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          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

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


          Rephrasing in cluster_kmeans_sol_01.py

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          Resynchronize exercise and fix CI

da9a3ec


          Wording

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          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

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          Iter on hdbscan notebook

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          Remove redundant paragraph

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ogrisel and others added 26 commits

October 23, 2025 16:47


          Missing notebook sync (INRIA#838)

c7009bc


          MAINT Changed the use of ColumnTransformer to make_column_transformer (…

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…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

---------

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


          Fix typos (INRIA#839)

110f5cc


          minor improvements in wording and import statement order (INRIA#841)

36ca1c5

* minor improvment in wording and import statement order

* use pre-commit hooks


          Minor typos fixups (INRIA#842)

8ca0182


          MTN px parallel render fix (INRIA#843)

4f9b633


          MAINT Update matplotlib to v3.10.3 (INRIA#846)

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          MTN Heat map explanation (INRIA#833)


          MTN Bias variance quizz (INRIA#849)

ff94dea


          MNT Add info about the estimators html diagram (INRIA#844)

e1a5f07


          Update notebooks

a7df7ad


          Add cross-validation diagram to GridSearchCV notebook (INRIA#847)

c962329


          MTN Synchronized the quizzes for module 1 and 7

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          MTN Fix the parallel plots

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          MTN Hyperparameter tuning with grid search

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          MTN Made the distinction between predictor and transformer clearer (I…

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…NRIA#856)


          MTN Added model state to the glossary (INRIA#857)

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          MTN Proposal for explantation of what are iterations (INRIA#859)

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          FIX HistGradientBoosting fitting time too long (INRIA#860)

b943bed


          Update README and Adding License txt file for Bike Rides Dataset (INR…

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…IA#858)


          Remove introduction paragraph meant for maintainers (INRIA#863)

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          Improve wording in definition of numerical features (INRIA#861)

a4bd6ea


          Explicit that fitting time is measured in seconds (INRIA#862)

e39860f


          Add dataset credits and licenses (INRIA#864)

a516bdc


          Update notebooks

22bb873


          Change BBC news to Wikinews

8e3fe4b

Collaborator Author

ArturoAmorQ commented Oct 23, 2025 •

edited

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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.

ArturoAmorQ and others added 3 commits

October 23, 2025 16:52


          Merge branch 'INRIA:main' into clustering_module

da12c87


          Update corresponding notebook

d8fe672


          Add credits to newly added datasets

b235eaa

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