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TBH this research code base probably need to much work to be included in a stable framework like sklearn.
I think rebuilding the multilevel approach in python on top of the sklearn's libsvm and label_propagation would be easier and should reach most of the performance benefits.
https://scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html
Since this implementation is famously slow, would you consider contributing your algorithm to scikit-learn?
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