Dev

[JeremieGince]

This pull request introduces significant updates to the project's GitHub Actions workflows, dependency management, and project structure. The changes streamline the CI/CD pipelines by adopting poetry for dependency management, enhance testing and documentation workflows, and refine versioning and metadata handling.

GitHub Actions Workflow Updates:

• .github/workflows/build_dist.yml: Added poetry for dependency management, automated version bumping in pyproject.toml, and integrated tagging and release creation using github-tag-action. [1] [2]
• .github/workflows/docs.yml: Replaced direct pip installations with poetry, activated a virtual environment, and updated the documentation build process. [1] [2]
• .github/workflows/tests.yml: Expanded branch triggers, replaced flake8 with black for linting, added mypy for type checking, and introduced notebook testing with pytest and nbmake. [1] [2] [3]

Dependency and Configuration Management:

• pyproject.toml: Transitioned to poetry for managing dependencies, grouped development and documentation dependencies, and updated versioning to use importlib_metadata. [1] [2] [3]
• src/python_template/__init__.py: Dynamically set the package version using importlib_metadata instead of hardcoding it.

Documentation and Project Metadata:

• README.md: Standardized directory and file descriptions with consistent formatting and updated section headers. [1] [2]

These changes collectively modernize the project's infrastructure, improve maintainability, and ensure alignment with best practices.