Imbalanced-learn
Another extension of scikit-learn focusing on handling imbalanced datasets, whereas Scikit-Lego provides a broader set of custom transformers and models.
Category-Encoders
Offers specialized categorical encoding transformers compatible with scikit-learn pipelines, similar in scope to some Scikit-Lego components but focused on encoding.