Statistical Parity Difference test

[Sakayatsp]

Description

Related Issue

Type of Change

• 📚 Examples / docs / tutorials / dependencies update
• 🔧 Bug fix (non-breaking change which fixes an issue)
• 🥂 Improvement (non-breaking change which improves an existing feature)
• 🚀 New feature (non-breaking change which adds functionality)
• 💥 Breaking change (fix or feature that would cause existing functionality to change)
• 🔐 Security fix

Checklist

• I've read the CODE_OF_CONDUCT.md document.
• I've read the CONTRIBUTING.md guide.
• I've written tests for all new methods and classes that I created.
• I've written the docstring in Google format for all the methods and classes that I used.
• I've updated the pdm.lock running pdm update-lock (only applicable when pyproject.toml has been
  modified)

[rabah-khalek]

small changes to take care of.

could you please remove the notebook?

The other ones display the scan of different models, we don't display the execution of one test. This notebook will be useful for the compliance. I guess you already have it in compliance-experiments?

[sonarcloud]

Please retry analysis of this Pull-Request directly on SonarCloud

[sonarcloud]

Please retry analysis of this Pull-Request directly on SonarCloud