LIBOL: A Library for Online Learning Algorithms

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 ] &copy JMLR 2014. ( edit, beta )

Authors

• Steven C.H. Hoi
• Jialei Wang Harbin Institute of Technology, Shenzhen
• Peilin Zhao Tencent AI Lab

Keywords

No keywords are indexed for this paper.