Software

Open-source libraries

  • Metric-learn [GitHub] [PyPI] [Documentation] [Companion paper]
    Python package implementing various metric learning algorithms, among which Large Margin Nearest Neighbor (LMNN), Neighborhood Component Analysis (NCA), Information-Theoretic Metric Learning (ITML), Relative Component Analysis (RCA) and Mahalanobis Metric for Clustering (MMC). As part of scikit-learn-contrib, the API of metric-learn is compatible with scikit-learn, a prominent library for machine learning in Python. This allows to use all the scikit-learn routines (for pipelining, model selection, etc) with metric learning algorithms through a unified interface. The package is distributed under MIT license.

Open-source code from papers