metric-learn

metric-learn is an open-source Python library offering efficient implementations of several popular supervised and weakly-supervised metric learning algorithms. Fully compatible with scikit-learn, it enables users to integrate metric learning methods into pipelines, model selection, and other scikit-learn workflows. It's designed for researchers, practitioners, and machine learning engineers needing distance metric learning tools for clustering, classification, and regression tasks.