[WIP] pre-commit with ruff,codespell,yamlint

[rflamary]

Types of changes

This very large PR introduce a new style for the coe thta follow ruff formating with a fats pre-commit that will hopfully avoid "pep8" cmmts in the PRs in the future

Currently implements:

• [x] Ruff Lint (for main code and tetss/exmaples and doc)
• [x] Codespell (found many typos)
• [x] yamllint

Motivation and context / Related issue

How has this been tested (if it applies)

PR checklist

• [ ] I have read the CONTRIBUTING document.
• [ ] The documentation is up-to-date with the changes I made (check build artifacts).
• [ ] All tests passed, and additional code has been covered with new tests.
• [ ] I have added the PR and Issue fix to the RELEASES.md file.