UniverSVM: An SVM implementation for Large Scale Transduction, CCCP-SVMs and Inference with the Universum


The UniverSVM is an SVM implementation written in C++. Its functionality comprises large scale transduction (as described in Large Scale Transductive SVMs), sparse solutions (as described in Trading Convexity for Scalability) and inference with a universum (as described in Inference with the Universum).


You can download a Linux and a Windows version at mloss.org.


The UniverSVM is distributed under the GNU public license. You can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 2 of the License, or (at your option) any later version.