What is LIBOL?
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.
Linear methods
LIBOL consists of a large family of state-of-the-art linear onliine learning algorithms in two major categories: (i) first-order online learning, and (ii) second-order online learning. The list of linear algoirthms is summarzed below:
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Kernel methods
The list of kernel-based algorithms is summarized below:
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