SOL: A Library for Scalable Online Learning Algorithms

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Wu, Yue; Hoi, Steven C. H.; Liu, Chenghao; Lu, Jing; Sahoo, Doyen; Yu, Nenghai;
  • Subject: Statistics - Machine Learning | Computer Science - Learning

SOL is an open-source library for scalable online learning algorithms, and is particularly suitable for learning with high-dimensional data. The library provides a family of regular and sparse online learning algorithms for large-scale binary and multi-class classificat... View more
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