metric-learn: Metric Learning Algorithms in Python

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 license. [abs] [ pdf ][ bib ] [ code ] &copy JMLR 2020. ( edit, beta )

Authors

• William de Vazelhes MBZUAI, Abu Dhabi, UAE
• CJ Carey
• Yuan Tang Huazhong University of Science and Technology
• Nathalie Vauquier
• Aurélien Bellet University of Southern California

Keywords

No keywords are indexed for this paper.