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 fo
| 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 |
|
大猫
