svm各种工具箱 方法以后查找

Name
Author
Institution
Language
Exec
Multiclass
Regression
Comments

BSVM
Chih-Wei Hsu and Chih-Jen Lin
National Taiwan University
C++
Win
Yes
Yes


Equbits Foresight
Equbits LLC
Equbits LLC
SDK
Win
???
Yes
Commercial. Contact Equibits LLC for details

Gini-SVM
Shantanu Chakrabartty
Johns Hopkins University
C++
No
Yes
Yes
Handles non positive definite kernels

HeroSvm
Jianxiong Dong
Concordia University
C++
Win
Yes
No
Optimized for Pentium 4

LEARNSC
Vojislav Kecman

Matlab p-files
N/A
Yes
Yes
Must pay for source!

LIBSVM
Chih-Chung Chang, Chih-Jen Lin
National Taiwan University
C++, Java, Python, R, MATLAB, Perl, Ruby
Win/*nix
Yes
Yes
Graphic interface available

LS-SVMlab
Kristiaan Pelckmans, Johan Suykens
Katholieke Universiteit Leuven
Matlab
Win/*nix
Yes
Yes
Comes with platform-specific MEX files

Matlab SVM Toolbox
S. R. Gunn
University of Southampton
Matlab
N/A
No
Yes
Includes a simple GUI

mySVM
Stefan Ruping
Universitat Dortmund
C++
Win/*nix
No
Yes


OSU
Junshui Ma, Yi Zhao, and Stanley Ahalt
Ohio State University
Matlab
N/A
Yes
Yes
Matlab interface to LIBSVM

Parallel GPDT
T. Serafini, G. Zanghirati, L. Zanni
Universita di Ferrara
C++
No
No
No
Designed for parallel systems

pcSVM
Procoders.net
C
-
No
No


RVMs
Mike Tipping
MSR Cambridge
Matlab
-
Yes
Yes


SpiderSVM
Jason Weston, Andre Elisseeff , Gokhan BakIr , Fabian Sinz
Max Planck Institute for Biological Cybernetics
Matlab
N/A
Yes
Yes
Part of the Spider machine learning library

Statistical Pattern Recognition Toolbox for MATLAB
Vojtech Franc and Vaclav Hlavac
Czech Technical University Prague
Matlab/C
No
Yes
No
Good online documentation. Everything I′ve tried has worked 字串9
well. Lots of stuff besides SVMs.

SVMdark
Martin Sewell
University College London
C
Win
No
Yes


SvmFu
Ryan Rifkin
MIT
C++
No

No
Must be compiled with g++

SVMLight
Thorsten Joachims
Cornell University
C
Win/*nix
No
Yes


SVMsequel
Hal Daume III
University of Southern California
OCaml
No
Yes
No
"Very fast and handles enormous datasets nicely"

SVMtorch
Ronan Collobert and Samy Bengio
IDIAP
C++
No
?
Yes


SVM Toolbox
Gavin Cawley
University of East Anglia Norwich
Matlab/C++
No
Yes
No
Beta version

WinSVM
Martin Sewell
University College London
C++
Win
No
Yes