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WIP: Catsupport #49

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Reference Issues/PRs

What does this implement/fix? Explain your changes.

Any other comments?

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#### Reference Issues/PRs
Helps bring in fork wrt changes in
scikit-learn#12866

#### What does this implement/fix? Explain your changes.


#### Any other comments?


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Signed-off-by: Adam Li <adam2392@gmail.com>
Signed-off-by: Adam Li <adam2392@gmail.com>
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✔️ Linting Passed

All linting checks passed. Your pull request is in excellent shape! ☀️

Generated for commit: 8112691. Link to the linter CI: here

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