Project details for GESL

Logo GESL v1.01

by bellet - May 15, 2015, 11:54:04 CET [ BibTeX BibTeX for corresponding Paper Download ]

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Description:

GESL is a C library for learning a string edit distance / similarity based on convex optimization. It is able to handle multi-class problems and also includes a classification library that allows to learn a sparse classifier from an edit similarity and to evaluate its performance on test data. GESL is open-source and distributed under GNU/GPL 3 license.

For more information / citation, refer to:

A. Bellet, A. Habrard and M. Sebban. Good edit similarity learning by loss minimization. Machine Learning, 2012, 89(1), 5-35.

http://perso.telecom-paristech.fr/~abellet/papers/edit_similarity_learning_mlj12.html

Changes to previous version:

Added datasets used in the experiments of the paper

BibTeX Entry: Download
Corresponding Paper BibTeX Entry: Download
Supported Operating Systems: Agnostic
Data Formats: Various
Tags: Edit Distance, Metric Learning, Similarity Learning, String
Archive: download here

Other available revisons

Version Changelog Date
v1.01

Added datasets used in the experiments of the paper

May 15, 2015, 11:54:04
v1

Initial Announcement on mloss.org.

May 28, 2014, 09:42:21

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