Add black-jupyter and nbstripout to pre-commit

[giswqs]

This PR adds black-jupyter and nbstripout to pre-commit: format notebook using black and remove cell outputs from notebook. This can help clean up notebook changes from future PRs. This PR results in a large amount of file changes, but this will be a one-time only process and will standardize notebook formatting going forward.

    - repo: https://github.com/psf/black
      rev: 24.2.0
      hooks:
          - id: black-jupyter
            language_version: python3.11

    - repo: https://github.com/kynan/nbstripout
      rev: 0.7.1
      hooks:
          - id: nbstripout

[github-actions]

🚀 Deployed on https://65d37489c026702ab7341c5d--opengeos.netlify.app

[giswqs]

Using the black formatter for now. We should consider switching to Ruff in the future, which is 10-100x faster than existing linters (like Flake8) and formatters (like Black).

https://github.com/astral-sh/ruff-pre-commit

- repo: https://github.com/astral-sh/ruff-pre-commit
  # Ruff version.
  rev: v0.2.2
  hooks:
    # Run the linter.
    - id: ruff
      types_or: [ python, pyi, jupyter ]
      args: [ --fix ]
    # Run the formatter.
    - id: ruff-format
      types_or: [ python, pyi, jupyter ]