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 string 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 is 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 |
|