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metric-learn: Metric Learning Algorithms in Python

metric-learn is a Python package for distance metric learning with a scikit-learn compatible interface that supports cross-validation, model selection, and pipelining.

Year
2019
Venue
arXiv 2019
Authors
5
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arxiv.org/abs/1908.04710v3ARXIV-DEFAULT
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Abstract

metric-learn is an open source Python package implementing supervised and weakly-supervised distance metric learning algorithms. As part of scikit-learn-contrib, it provides a unified interface compatible with scikit-learn which allows to easily perform cross-validation, model selection, and pipelining with other machine learning estimators. metric-learn is thoroughly tested and available on PyPi under the MIT licence.

Authors

5