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LIBOL: A Library for Online Learning Algorithms.

Authors :
Hoi, Steven C. H.
Jialei Wang
Peilin Zhao
Source :
Journal of Machine Learning Research. 2014, Vol. 15 Issue 2, p495-499. 5p.
Publication Year :
2014

Abstract

LIBOL is an open-source library for large-scale online learning, which consists of a large family of efficient and scalable state-of-the-art online learning algorithms for large-scale online classification tasks. We have offered easy-to-use command-line tools and examples for users and developers, and also have made comprehensive documents available for both beginners and advanced users. LIBOL is not only a machine learning toolbox, but also a comprehensive experimental platform for conducting online learning research. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
15324435
Volume :
15
Issue :
2
Database :
Academic Search Index
Journal :
Journal of Machine Learning Research
Publication Type :
Academic Journal
Accession number :
95103742