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|平行向量的支持向量机的并行版本

  • 资源大小:35.30 kB
  • 上传时间:2021-06-30
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  • 资源积分:1积分
  • 标      签: 版本 支持 向量 并行 平行

资 源 简 介

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. The bibtex format is ``` @InProceedings{psvm, author = {Edward Y. Chang and Kaihua Zhu and Hao Wang and Hongjie Bai and Jian Li and Zhihuan Qiu and Hang Cui}, title = {PSVM: Parallelizing Support Vector Machines on Distributed Computers}, booktitle = {NIPS

文 件 列 表

psvm
model.cc
timer.cc
svm_predict.h
kernel.cc
matrix_manipulation.cc
io.h
util.h
svm_predict.cc
timer.h
svm_train.cc
Makefile
util.cc
svm_train.h
pd_ipm_parm.h
document.cc
pd_ipm.cc
kernel.h
io.cc
matrix.h
model.h
matrix.cc
pd_ipm.h
matrix_manipulation.h
document.h
parallel_interface.h
common.h
parallel_interface.cc

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