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OnlineSVR

Online Support Vector Machines for Regression

About

This is my Master's Thesis. It was originally hosted on onlinesvr.altervista.org. You can find more details about the algorithm and the implementation in the papers section.

Windows Interface Tool

Windows Interface Visual tool for training OnlineSVRs. The interface uses the C++ implementation of the code.

Windows C++ Command Line Tool

Windows C++ Command Line

Command line tool for calling OnlineSVRs via command line. It could be plugged into third parties applications.

Matlab Implementation

Matlab Code

Prototype useful for understanding how the algorithm works. It is very slow, not recommend for practical applications.

C++ Implementation

Matlab Code

Implementation optimized for performance.