SMU Research Data Repository (RDR)
Browse

File(s) stored somewhere else

Please note: Linked content is NOT stored on SMU Research Data Repository (RDR) and we can't guarantee its availability, quality, security or accept any liability.

Library for Online Learning Algorithms (LIBOL)

dataset
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. http://jmlr.org/papers/v15/hoi14a.html

History