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.