14 Commits

Author SHA1 Message Date
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
08cf8fbeda Refactor and enhance code in Reinforcement Learning notebook; add new R script for EM algorithm in Unsupervised Learning; update README to include new section for Unsupervised Learning. 2025-11-26 13:20:18 +01:00
8400c722a5 Refactor code formatting and improve readability in Jupyter notebooks for TP_4 and TP_5
- Adjusted indentation and line breaks for better clarity in function definitions and import statements.
- Standardized string quotes for consistency across the codebase.
- Enhanced readability of DataFrame creation and manipulation by breaking long lines into multiple lines.
- Cleaned up print statements and comments for improved understanding.
- Ensured consistent use of whitespace around operators and after commas.
2025-11-25 10:46:16 +01:00
03bf0a4db2 Refactor code for improved readability and consistency across R Markdown files
- Updated comments and code formatting in `3-td_ggplot2 - enonce.Rmd` for clarity.
- Enhanced code structure in `4-td_graphiques - enonce.Rmd` by organizing options and library calls.
- Replaced pipe operator `%>%` with `|>` in `Code_Lec3.Rmd` for consistency with modern R syntax.
- Cleaned up commented-out code and ensured consistent spacing in ggplot calls.
2025-11-06 09:26:58 +01:00
8cf328e18a Refactor code in numerical methods notebooks
- Updated import order in Point_Fixe.ipynb for consistency.
- Changed lambda functions to regular function definitions for clarity in Point_Fixe.ipynb.
- Added numpy import in TP1_EDO_EulerExp.ipynb, TP2_Lokta_Volterra.ipynb, and TP3_Convergence.ipynb for better readability.
- Modified for loops in TP1_EDO_EulerExp.ipynb and TP2_Lokta_Volterra.ipynb to include strict=False for compatibility with future Python versions.
2025-09-01 16:14:53 +02:00
1a1c3c31f9 Refactor code structure for improved readability and maintainability 2025-09-01 16:04:25 +02:00
f94ff07cab Refactor code for improved readability and consistency across notebooks
- Standardized spacing around operators and function arguments in TP7_Kmeans.ipynb and neural_network.ipynb.
- Enhanced the formatting of model building and training code in neural_network.ipynb for better clarity.
- Updated the pyproject.toml to remove a specific TensorFlow version and added linting configuration for Ruff.
- Improved comments and organization in the code to facilitate easier understanding and maintenance.
2025-07-01 20:46:08 +02:00
75b83bf0a4 Move Projet.pdf 2024-09-17 22:52:25 +02:00
65ead01e8e Add Projet.pdf 2024-09-17 22:52:07 +02:00
7a582c0601 Test 2024-09-17 22:47:59 +02:00
b8a53db50c Test 2024-09-17 22:46:44 +02:00
5093ee4d25 Move all files 2024-09-17 22:40:00 +02:00