publication . Article . Other literature type . Preprint . 2016

SOL: A library for scalable online learning algorithms

Wu, Yue; Hoi, Steven C. H.; Liu, Chenghao; Lu, Jing; Sahoo, Doyen; Yu, Nenghai;
Open Access
  • Published: 28 Oct 2016 Journal: Neurocomputing, volume 260, pages 9-12 (issn: 0925-2312, Copyright policy)
  • Publisher: Elsevier BV
Abstract
Comment: 5 pages
Subjects
free text keywords: Cognitive Neuroscience, Artificial Intelligence, Computer Science Applications, Software portability, Machine learning, computer.software_genre, computer, Toolbox, business.industry, business, Python (programming language), computer.programming_language, Computational learning theory, Scalability, Active learning (machine learning), Computer science, Algorithm, Extensibility, Instance-based learning, Computer Science - Learning, Statistics - Machine Learning
Related Organizations

[14] R.-E. Fan, K.-W. Chang, C.-J. Hsieh, X.-R. Wang, C.-J. Lin, Liblinear: A library for large linear classi cation, Journal of Machine Learning Research 9 (2008) 1871{1874.

S1 Current software version v1.0.0

S2 Permanent link to executables of https://github.com/LIBOL/SOL/ this version archive/v1.0.0.zip

S3 Legal Software License Apache 2.0 open source license

S4 Computing platform / Operating Linux, OS X, Windows. System

S5 Installation requirements & depen- Python 2.7 dencies

S6 Link to user manual

Abstract
Comment: 5 pages
Subjects
free text keywords: Cognitive Neuroscience, Artificial Intelligence, Computer Science Applications, Software portability, Machine learning, computer.software_genre, computer, Toolbox, business.industry, business, Python (programming language), computer.programming_language, Computational learning theory, Scalability, Active learning (machine learning), Computer science, Algorithm, Extensibility, Instance-based learning, Computer Science - Learning, Statistics - Machine Learning
Related Organizations

[14] R.-E. Fan, K.-W. Chang, C.-J. Hsieh, X.-R. Wang, C.-J. Lin, Liblinear: A library for large linear classi cation, Journal of Machine Learning Research 9 (2008) 1871{1874.

S1 Current software version v1.0.0

S2 Permanent link to executables of https://github.com/LIBOL/SOL/ this version archive/v1.0.0.zip

S3 Legal Software License Apache 2.0 open source license

S4 Computing platform / Operating Linux, OS X, Windows. System

S5 Installation requirements & depen- Python 2.7 dencies

S6 Link to user manual

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publication . Article . Other literature type . Preprint . 2016

SOL: A library for scalable online learning algorithms

Wu, Yue; Hoi, Steven C. H.; Liu, Chenghao; Lu, Jing; Sahoo, Doyen; Yu, Nenghai;