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Library for Online Learning Algorithms (LIBOL)

posted on 2014-01-01, 00:00 authored by HOI Steven, Jialei WANG, Peilin ZHAO

LIBOL is an open-source machine learning library that consists of a family of classical and state-of-the-art online learning algorithms for large-scale machine learning and data mining research. It includes two categories of online learning methods: regular linear online learning algorithms and kernel-based online learning algorithms.

Related Publication: Hoi, S. C. H., Wang, J., & Zhao, P. (2014). LIBOL: A library for online learning algorithms. Journal of Machine Learning Research, 15 (1), 495-499.