LIBOL: A Library for Online Learning Algorithms

Steven C.H. Hoi, Jialei Wang, Peilin Zhao; 15(Feb):495−499, 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.

[abs][pdf][bib]    [code][mloss.org]




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