Feature/woodelf stii fsii fbii

[ron-wettenstein]

Motivation and Context

I recently supported STII, FSII and FBII indices in Woodelf.
This PR allow shapiq to use Woodelf also on these indices.
TreeExplainer will use Woodelf on n*m>100000 for interventional SHAP.
It can also use Woodelf on STII, FSII and FBII in path dependent when backend="woodelf" (but not by default).

shapiq[tree] now depends on woodelf_explainer=0.4.7 version (instead of 0.4.6).

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Public API Changes

• No Public API changes
• Yes, Public API changes (Details below)

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How Has This Been Tested?

Added tests the compare shapiq's output to Woodelf's on these indices and make sure they are identical.
Also validated it locally.
The woodelf package also has its own tests for this logic.

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Checklist

• The changes have been tested locally.
• Documentation has been updated (if the public API or usage changes).
• An entry has been added to CHANGELOG.md (if relevant for users).
• The code follows the project's style guidelines.
• I have considered the impact of these changes on the public API.

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[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.

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