Wednesday, October 17, 2012

psvm - Parallel svm | a parallel version of support vector machine - Google Project Hosting

psvm - Parallel svm | a parallel version of support vector machine - Google Project Hosting: "It is the code of the following paper: http://books.nips.cc/papers/files/nips20/NIPS2007_0435.pdf. This is an all-kernel-support version of SVM, which can parallel run on multiple machines.

We migrate it from Google's large scale computing infrastructure to MPI, then every one can use and run it. Please notice this open source project is a 20% project (we do it in part time), and it is still in a Beta version. :)

If you wish to publish any work based on psvm, please cite our paper as: Edward Chang, Kaihua Zhu, Hao Wang, Hongjie Bai, Jian Li, Zhihuan Qiu, and Hang Cui, PSVM: Parallelizing Support Vector Machines on Distributed Computers. NIPS 2007. Software available at http://code.google.com/p/psvm."

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