248 devops pre commit configuration

[enrico-lattuada]

Description

• Create a pre-commit-config.yaml running linters, formatters, sorter, static checkers
• Install hooks and verify pre-commit run --all-files passes on the migrated code
• Update install.py
• Update dev dependencies

Motivation and context

Pre-commit configs enhance code quality, reduce development time, and improve collaboration. These hooks automate tasks like linting, formatting, and testing before a commit, ensuring code adheres to standards and reduces errors.

Resolves #248

How has this been tested?

• CI pipelines
• Locally by running tests after installation with:
  • Arch Linux (Linux 6.14.9), in virtual environment, using gcc 15.1.1, cuda 12.8, with cuda enabled
  • Windows 11, in both global and in virtual environment (conda), using visual studio compiler, cuda 12.9, with cuda enabled

Change log

v0.3.14 (2025-MM-DD)
^^^^^^^^^^^^^^^^^^^^

*Added*

- Integrated [pre-commit](https://pre-commit.com/) hooks to enforce code quality checks automatically before commits.

Checklist:

• I have reviewed the Contributor Guidelines.
• I agree with the terms of the FastDDM Contributor Agreement.
• My name is on the list of contributors (docs/source/credits.rst) in the pull request source branch.

[enrico-lattuada]

Hi @asortino! If you have some time, would you be willing to review this pull request? I'd really appreciate your feedback. Thanks!