WIP Add module about clustering#836

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ArturoAmorQ wants to merge 81 commits intoINRIA:mainfrom

ArturoAmorQ:clustering_module

Commits on May 22, 2025

WIP Add module about clustering
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Commits on May 27, 2025

Iter on Kmeans exercise
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Synch exercise notebooks
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Add notebooks on hdbscan and feature engineering
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Commits on May 30, 2025

Iter on Olivier's work
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Commits on Jun 2, 2025

General rewording
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Apply suggestions from code review

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ogrisel
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Commits on Jun 3, 2025

Rephrasing in cluster_kmeans_sol_01.py
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Resynchronize exercise and fix CI
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Wording
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Commits on Jun 4, 2025

Use MAE to score predicted house prices
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Solve plotly DeprecationWarning
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Prefer make_column_transformer as per #831
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Commits on Jun 5, 2025

Iter on hdbscan notebook
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Remove redundant paragraph
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Rename exercise and solution
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Add exercise and solution using AMI
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Commits on Jun 9, 2025

Add discussion on silhouette for hdbscan
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Fix warning and plot not rendering
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Commits on Jun 10, 2025

Add intro, overview and sections
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Iter discussion on silhouette for hdbscan
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Tweaks
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Commits on Jun 11, 2025

Add first quiz on clustering and related images
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Wording tweaks
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Commits on Jun 20, 2025

Add second quiz on clustering
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Commits on Jun 24, 2025

Apply suggestions from code review

ArturoAmorQ
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ogrisel
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Update jupyter-book/clustering/clustering_module_take_away.md

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Synchronize quizzes from review
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Merge branch 'clustering_module' of github.com:ArturoAmorQ/scikit-learn-mooc into clustering_module
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Synchronize notebooks
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Commits on Jul 15, 2025

Add clustering wrap-up quiz
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Fix bug in wrap-up quiz
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Add wrap-up quiz to toc
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Commits on Aug 12, 2025

Fix a couple of bugs
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Commits on Oct 23, 2025

Feature branch to update to 1.6 (#813)

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FIX Penguin figures not rendering (#828)

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Missing notebook sync (#838)

ogrisel
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MAINT Changed the use of ColumnTransformer to make_column_transformer (#831)

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Fix typos (#839)

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

rouk1
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Minor typos fixups (#842)

davidjsonn
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MTN px parallel render fix (#843)

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

brospars
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MTN Heat map explanation (#833)

SebastienMelo
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MTN Bias variance quizz (#849)

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

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

student-ChestaVashishtha
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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 (#856)

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MTN Added model state to the glossary (#857)

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

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FIX HistGradientBoosting fitting time too long (#860)

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Update README and Adding License txt file for Bike Rides Dataset (#858)

student-ChestaVashishtha
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Remove introduction paragraph meant for maintainers (#863)

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

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

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Add dataset credits and licenses (#864)

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Update notebooks
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Change BBC news to Wikinews
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Merge branch 'INRIA:main' into clustering_module
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Update corresponding notebook
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Add credits to newly added datasets
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