Add interaction plot in the report

[guillaume-vignal]

Fixes #63

Enhancements:

• Interaction Plot:
  • Added an interaction plot to the report to help visualize and understand how variables interact with each other. This will provide deeper insights into relationships that are not captured by analyzing individual variables in isolation.
  • The plot helps to identify cases where the difference in outcomes is driven by the interaction between variables rather than a single variable.

Updates:

• Python 3.12 Support:
  • Updated the codebase to add compatibility with Python 3.12. This includes testing and ensuring that all dependencies and functionality work as expected with the new version.

This PR improves the overall interpretability of the report and keeps the project up-to-date with the latest Python releases.