Feat/docs

[agfianf]

This pull request includes various updates across multiple files to enhance functionality, documentation, and code clarity. The most significant changes involve adding a new GitHub Actions workflow, updating pre-commit hooks, improving documentation for color correction classes, and renaming some class identifiers for better readability.

GitHub Actions Workflow:

• .github/workflows/docs.yml: Added a new workflow to deploy the MkDocs site to GitHub Pages, triggered by changes in the docs folder or mkdocs.yml file or triggered by manual.

Pre-commit Hooks:

• .pre-commit-config.yaml: Added new hooks for uv-pre-commit and updated the configurations for existing hooks.

Documentation Improvements:

• color_correction/core/card_detection/det_yv8_onnx.py: Expanded the docstring for YOLOv8CardDetector to include detailed descriptions of parameters and attributes.
• color_correction/core/correction/affine_reg.py: Renamed AffineReg to AffineRegression and added comprehensive docstrings for the class and its methods. [1] [2] [3]
• color_correction/core/correction/least_squares.py: Added detailed docstrings for LeastSquaresRegression class and its methods. [1] [2] [3]
• color_correction/core/correction/linear_reg.py: Renamed LinearReg to LinearRegression and added detailed docstrings for the class and its methods. [1] [2]
• color_correction/core/correction/polynomial.py: Added detailed docstrings for Polynomial class and its methods. [1] [2]
• color_correction/services/color_correction.py: Added detailed docstrings for various methods to improve code readability and maintainability. [1] [2] [3]

Code Identifier Renaming:

• color_correction/core/correction/__init__.py: Renamed AffineReg to AffineRegression and LinearReg to LinearRegression for consistency and clarity.
• color_correction/core/correction/_factory.py: Updated references to renamed classes AffineRegression and LinearRegression. [1] [2]