[Enhancement] Adding Louvain clustering algorithm support

[icfaust]

Description

This exposes a cpu-only estimator with a previously unused oneDAL algorithm. Testing is ongoing, and an updated description will be added at a later date.

List issue number(s) if exist(s): #6 (for example)

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Checklist to comply with before moving PR from draft:

PR completeness and readability

• I have reviewed my changes thoroughly before submitting this pull request.
• I have commented my code, particularly in hard-to-understand areas.
• I have updated the documentation to reflect the changes or created a separate PR with update and provided its number in the description, if necessary.
• Git commit message contains an appropriate signed-off-by string (see CONTRIBUTING.md for details).
• I have added a respective label(s) to PR if I have a permission for that.
• I have resolved any merge conflicts that might occur with the base branch.

Testing

• The unit tests pass successfully.
• I have run it locally and tested the changes extensively.

Performance

• I have measured performance for affected algorithms using scikit-learn_bench and provided at least summary table with measured data, if performance change is expected.
• I have provided justification why performance has changed or why changes are not expected.

[icfaust]

Looks as though louvain uses an RNG but doesn't allow for external seed setting. I think that I will move this to the preview namespace because of all the bad behavior and possible memory leaks

[icfaust]

Tire kick seems to work from sklearnex object, will now have to create tests on sklearnex side.