Commit Graph

150 Commits

Author SHA1 Message Date
e39c858ff7 Ajout de sections de commentaires et de conclusions dans le notebook TP3 pour clarifier les résultats des expérimentations sur le dataset ijcnn1. 2026-01-29 19:33:01 +01:00
3094af5135 Add ijcnn1 dataset in compressed format for advanced machine learning tasks 2026-01-29 19:12:42 +01:00
d9c00c5159 Correction de commentaires et amélioration de la fonction elbow_wss pour une meilleure clarté 2026-01-29 18:41:24 +01:00
5d0c1d2b4e Refactor code to use forward-pipe operator for better readability and consistency 2026-01-27 17:19:44 +01:00
4697570bcc chore: clean up empty code change sections in the changes log 2026-01-26 18:50:32 +01:00
514ba6a9b8 Edit TP3 2026-01-26 16:47:07 +01:00
50849c6bc2 Add TP3 2026-01-26 16:39:31 +01:00
6552fc79fa Add QGIS Paris map 2026-01-26 16:39:27 +01:00
17f7488751 Implement feature X to enhance user experience and fix bug Y in module Z 2026-01-22 19:28:12 +01:00
f943d4083c Add new data files and update dependencies
- Added TP_ACE.pdf to the project.
- Introduced perf_circle.csv containing performance circle data.
- Added test_lissage.csv with test data for smoothing.
- Updated pyproject.toml to include statsmodels as a dependency.
- Modified uv.lock to reflect the addition of statsmodels and its dependencies.
2026-01-22 19:04:04 +01:00
5b287234c2 Implement feature X to enhance user experience and fix bug Y in module Z 2026-01-21 19:37:16 +01:00
bcd013c57f Implement feature X to enhance user experience and optimize performance 2026-01-21 19:30:35 +01:00
29fa7b61fa Refactor code structure for improved readability and maintainability 2026-01-21 19:19:24 +01:00
6255837215 Ajout d'une instruction print pour afficher le résultat de bw dans le notebook TP2 2026-01-21 18:22:13 +01:00
94075f7f13 Add TP2 2026-01-19 16:26:19 +01:00
cc467d9ff3 Update kernelspec display name in TD control with CliffWalking notebook 2026-01-15 12:36:19 +01:00
444c6facc3 Modifier le nom d'affichage du noyau Python dans le notebook à "studies" 2026-01-15 12:21:33 +01:00
88f45deba9 Update execution counts in Jupyter notebooks and replace CliffWalking GIF with a new version 2026-01-15 11:50:46 +01:00
8b2e92635d Refactor code structure for improved readability and maintainability 2026-01-15 11:36:07 +01:00
80b38f0592 Edit TP2 2026-01-15 10:45:54 +01:00
9452e42623 Add TP2 2026-01-14 23:32:34 +01:00
3e1ac18acd Add Lab 4 2026-01-13 10:36:09 +01:00
77feb27b97 Add TP2 2026-01-13 10:36:04 +01:00
3e6b2e313a Add langchain-text-splitters dependency to pyproject.toml and uv.lock
- Updated pyproject.toml to include langchain-text-splitters version >=1.1.0 in dependencies.
- Modified uv.lock to add langchain-text-splitters in both dependencies and requires-dist sections.
2026-01-12 10:48:31 +01:00
346695212d Ajout de fichiers pour le calcul des graphiques de dépendance partielle : ajout de TP1.ipynb et data/data_pdp.xlsx ; mise à jour des dépendances dans pyproject.toml et uv.lock 2026-01-12 10:37:11 +01:00
8e7bbc1fe9 Implement feature X to enhance user experience and optimize performance 2026-01-12 10:37:04 +01:00
c8c1bf4807 Add "Clustering In Practice" section: add Encoding.Rmd and data/chiffres.csv; update README 2026-01-08 13:44:01 +01:00
2e2500b509 Update execution counts and runtime metrics in the Maze Game notebook for consistency and accuracy 2026-01-06 13:09:06 +01:00
5f5bd609d7 Remove unnecessary newline in policy comparison output for clarity in Lab 3 notebook 2026-01-06 13:09:02 +01:00
e56fd6f2af Implement feature X to enhance user experience and optimize performance 2026-01-06 12:32:09 +01:00
0e65815e38 Fix execution counts and update policy array initialization in maze game notebooks 2026-01-06 11:13:17 +01:00
6eecdd6ab3 Update Python version and refine Jupyter Notebook formatting
- Bump Python version from 3.11 to 3.13 in .python-version file.
- Reset execution counts to null in Jupyter Notebook for reproducibility.
- Improve code readability by adjusting comments and formatting in the notebook.
- Change the policy definition to use numpy.ndarray for better clarity.
- Modify pyproject.toml to enable E501 rule for line length management.
2026-01-06 11:07:31 +01:00
06bc1f28a9 Refactor code structure for improved readability and maintainability 2026-01-06 10:22:42 +01:00
c5f60472fb Mettre à jour .gitignore pour exclure les fichiers PDF et ajouter plusieurs rapports PDF pour les projets M1 et M2. 2026-01-05 17:51:46 +01:00
0cb4dd4c57 Remove extra blank lines in M2/Statistiques Non Paramétrique/TP1.Rmd 2026-01-05 16:57:22 +01:00
156411965d Add TP1.Rmd for Statistiques Non Paramétrique (M2) 2026-01-05 16:53:31 +01:00
fd775d1251 NoticeTechnique.Rmd: italicize report title, correct Global Tuberculosis Report year to 2024, assign k-means variance to var_totale, and switch reactive dataset from tb_final to tb_clustered. 2026-01-04 18:01:01 +01:00
2824a9aed1 Réviser le titre et la problématique pour insister sur l'analyse multivariée et la typologie opérationnelle (NoticeTechnique.Rmd) 2026-01-04 17:32:17 +01:00
acf1aa82c4 Increase Shiny slider animation interval from 3000ms to 5000ms 2026-01-04 17:32:05 +01:00
f326ca42e0 Add NoticeTechnique.Rmd and app.R to M2/Data Visualisation project 2026-01-04 17:25:51 +01:00
5d01240748 Add initial project setup files including .Rprofile, renv.lock, logo, and data files 2026-01-03 22:25:10 +01:00
9b0b24bc8b Implement feature X to enhance user experience and optimize performance 2025-12-24 22:27:05 +01:00
bcac5764f6 Refactor error messages and function signatures across multiple notebooks for clarity and consistency
- Updated error messages in Gauss method and numerical methods to use variables for better readability.
- Added return type hints to function signatures in various notebooks to improve code documentation.
- Corrected minor grammatical issues in docstrings for better clarity.
- Adjusted print statements and list concatenations for improved output formatting.
- Enhanced plotting functions to ensure consistent figure handling.
2025-12-24 22:26:59 +01:00
3cb05d3210 Update Python version in Jupyter notebooks to 3.13.9 across multiple files 2025-12-13 23:38:27 +01:00
d5a6bfd339 Refactor code for improved readability and consistency across multiple Jupyter notebooks
- Added missing commas in various print statements and function calls for better syntax.
- Reformatted code to enhance clarity, including breaking long lines and aligning parameters.
- Updated function signatures to use float type for sigma parameters instead of int for better precision.
- Cleaned up comments and documentation strings for clarity and consistency.
- Ensured consistent formatting in plotting functions and data handling.
2025-12-13 23:38:17 +01:00
a2fa13ef8d Mise à jour du fichier Course1.xlsm avec des modifications binaires 2025-12-06 16:04:18 +01:00
0420f09b69 Implement feature X to enhance user experience and optimize performance 2025-12-02 16:59:26 +01:00
82fb7e53de style: amélioration de la mise en forme et des espaces dans le code 2025-12-02 16:51:19 +01:00
33930ab89c Add xgboost dependency and update lock file with new package details
- Added xgboost version 3.1.2 to pyproject.toml dependencies.
- Updated uv.lock to include xgboost package with its dependencies and wheel URLs.
- Added nvidia-nccl-cu12 package to uv.lock for compatibility with xgboost on specific platforms.
2025-12-02 16:50:46 +01:00
95308de0cb Implement feature X to enhance user experience and fix bug Y in module Z 2025-12-02 12:49:27 +01:00