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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
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
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