[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:

• Ruff Lint (for main code and tetss/exmaples and doc)
• Codespell (found many typos)
• 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.

[codecov]

Codecov Report

Attention: Patch coverage is 94.44444% with 46 lines in your changes missing coverage. Please review.

Project coverage is 96.67%. Comparing base (d0849a4) to head (284c500).

Additional details and impacted files

@@            Coverage Diff             @@
##           master     #660      +/-   ##
==========================================
- Coverage   96.67%   96.67%   -0.01%     
==========================================
  Files          85       85              
  Lines       16956    16948       -8     
==========================================
- Hits        16392    16384       -8     
  Misses        564      564