MSR method for Banzhaf

[jakobkruse1]

Description

This PR closes #519

Changes

• Implementing the MSR Banzhaf data valuation method

Checklist

• Write code for MSR Banzhaf method
• Write notebook that showcases MSR Banzhaf and compares it with normal Banzhaf
• Ensure that the method works in parallel computation (Marginal has memory now which may be an issue)
• Wrote Unit tests
• Updated Documentation
• Updated Changelog
• If notebooks were added/changed, added boilerplate cells are tagged with "tags": ["hide"] or "tags": ["hide-input"]

[jakobkruse1]

@mdbenito @AnesBenmerzoug Any idea about the CI error? I don't think this is my fault. Have you seen that one before?

[mdbenito]

@mdbenito @AnesBenmerzoug Any idea about the CI error? I don't think this is my fault. Have you seen that one before?

It's this: squidfunk/mkdocs-material#6983

I propose to just disable the plugin in this PR, since it's breaking all builds anyway, and to open a new issue to handle the situation / see how it develops over there.

plugins:
  - social:
      enabled: false

[mdbenito]

@jakobkruse1 Please remove all warnings and irrelevant outputs (e.g. supress warnings, clean progress bars) before committing the notebook.

PS: I assigned myself to the PR. Our convention is assignee == merger, and merger is an additional reviewer.

[jakobkruse1]

@jakobkruse1 Please remove all warnings and irrelevant outputs (e.g. supress warnings, clean progress bars) before committing the notebook.

PS: I assigned myself to the PR. Our convention is assignee == merger, and merger is an additional reviewer.

Still working on finishing the notebook. Should be done soonish.
I can not suppress the warnings because they are raised in the parallel backend and suppressing them does not work as usual there. Any hint on how to do this?

[jakobkruse1]

Notebook is running, I will push everything once it is done. Then we can merge today.