NameAuthorInstitutionLanguageExecMulticlassRegressionComments
BSVMChih-Wei Hsu and Chih-Jen LinNational Taiwan UniversityC++WinYesYes
Equbits ForesightEqubits LLCEqubits LLCSDKWin???YesCommercial. Contact Equibits LLC for details
Gini-SVMShantanu ChakrabarttyJohns Hopkins UniversityC++NoYesYesHandles non positive definite kernels
HeroSvmJianxiong DongConcordia UniversityC++WinYesNoOptimized for Pentium 4
LEARNSCVojislav Kecman Matlab p-filesN/AYesYesMust pay for source!
LIBSVMChih-Chung Chang, Chih-Jen LinNational Taiwan UniversityC++, Java, Python, R, MATLAB, Perl, RubyWin/*nixYesYesGraphic interface available
LS-SVMlabKristiaan Pelckmans, Johan SuykensKatholieke Universiteit LeuvenMatlabWin/*nixYesYesComes with platform-specific MEX files
Matlab SVM ToolboxS. R. GunnUniversity of SouthamptonMatlabN/ANoYesIncludes a simple GUI
mySVMStefan RupingUniversitat DortmundC++Win/*nixNoYes
OSUJunshui Ma, Yi Zhao, and Stanley AhaltOhio State UniversityMatlabN/AYesYesMatlab interface to LIBSVM
Parallel GPDTT. Serafini, G. Zanghirati, L. ZanniUniversita di FerraraC++NoNoNoDesigned for parallel systems
pcSVM
Procoders.netC-NoNo
RVMsMike TippingMSR CambridgeMatlab-YesYes
SpiderSVMJason Weston, Andre Elisseeff , Gokhan BakIr , Fabian SinzMax Planck Institute for Biological CyberneticsMatlabN/AYesYesPart of the Spider machine learning library
Statistical Pattern Recognition Toolbox for MATLAB Vojtech Franc and Vaclav Hlavac Czech Technical University Prague Matlab/CNoYesNoGood online documentation. Everything I′ve tried has worked 字串9
well. Lots of stuff besides SVMs.
SVMdarkMartin SewellUniversity College LondonCWinNoYes
SvmFuRyan RifkinMITC++No NoMust be compiled with g++
SVMLightThorsten JoachimsCornell UniversityCWin/*nixNoYes
SVMsequelHal Daume IIIUniversity of Southern CaliforniaOCamlNoYesNo"Very fast and handles enormous datasets nicely"
SVMtorchRonan Collobert and Samy BengioIDIAPC++No?Yes
SVM ToolboxGavin CawleyUniversity of East Anglia NorwichMatlab/C++NoYesNoBeta version
WinSVMMartin SewellUniversity College LondonC++WinNoYes
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