Commit Graph

26 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
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
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
dfee405ea0 Refactor code structure for improved readability and maintainability 2025-09-01 16:09:30 +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
e273cf90f7 Add TP2 and Project 2025-06-21 14:20:46 +02:00
192c4e02f1 Add K-means clustering notebook and associated image assets for statistical learning exercises 2025-05-07 19:06:31 +02:00
ad8f5857ca Update execution counts and model definitions in TP6 Keras introduction notebook 2025-05-07 11:02:43 +02:00
05222e0e65 Add TP6: Introduction to Keras 2025-04-30 11:40:12 +02:00
7438ec6f5f Refactor code structure for improved readability and maintainability 2025-04-24 12:40:42 +02:00
786ebadefc update: enhance ComputerSession2 and TP4_Ridge_Lasso_and_CV notebooks with execution outputs and code improvements 2025-03-30 20:43:00 +02:00
44c277c8a7 add: TP4 about Lasso, Ridge and CV 2025-03-26 11:37:11 +01:00
632a1c6950 add: tp4 2025-03-19 12:01:36 +01:00
485844f674 work: tp3 2025-03-19 12:01:31 +01:00
f536e28a24 fix: TP2 2025-03-19 12:01:24 +01:00
d795afe07e fix: remove useless dtype 2025-03-05 11:46:12 +01:00
6e60299ff9 fix: grad_w formula 2025-03-05 11:43:01 +01:00
ba5bc36879 Add TP3 in Statistical Learning 2025-03-05 11:37:37 +01:00
964821c058 fix 2025-02-07 17:36:49 +01:00
070892c551 fix 2025-02-07 17:32:41 +01:00
bef64b5eb6 Correction of tp2-bis 2025-02-07 17:31:49 +01:00
f77bd7b184 Delete useless comments 2025-02-06 13:11:31 +01:00
b0646dfb96 Rename directory name 2025-02-05 22:09:21 +01:00