NameAuthorInstitutionLanguageExecMulticlassRegressionCommentsBSVMChih-Wei Hsu and Chih-Jen LinNational Taiwan UniversityC++WinYesYesEqubits ForesightEqubits LLCEqubits LLCSDKWin???YesCommercial. Contact Equibits LLC for detailsGini-SVMShantanu ChakrabarttyJohns Hopkins UniversityC++NoYesYesHandles non positive definite kernelsHeroSvmJianxiong DongConcordia UniversityC++WinYesNoOptimized for Pentium 4LEARNSCVojislav KecmanMatlab p-filesN/AYesYesMust pay for source!LIBSVMChih-Chung Chang, Chih-Jen LinNational Taiwan UniversityC++, Java, Python, R, MATLAB, Perl, RubyWin/*nixYesYesGraphic interface availableLS-SVMlabKristiaan Pelckmans, Johan SuykensKatholieke Universiteit LeuvenMatlabWin/*nixYesYesComes with platform-specific MEX filesMatlabSVM ToolboxS. R. GunnUniversity of SouthamptonMatlabN/ANoYesIncludes a simple GUImySVMStefan RupingUniversitat DortmundC++Win/*nixNoYesOSUJunshui Ma, Yi Zhao, and Stanley AhaltOhio State UniversityMatlabN/AYesYesMatlab interface to LIBSVMParallel GPDTT. Serafini, G. Zanghirati, L. ZanniUniversita di FerraraC++NoNoNoDesigned for parallel systemspcSVM
Procoders.netC-NoNoRVMsMike TippingMSR CambridgeMatlab-YesYesSpiderSVMJason Weston, Andre Elisseeff , Gokhan BakIr , Fabian SinzMax Planck Institute for Biological CyberneticsMatlabN/AYesYesPart of the Spider machine learning libraryStatistical 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 LondonCWinNoYesSvmFuRyan RifkinMITC++NoNoMust be compiled with g++SVMLightThorsten JoachimsCornell UniversityCWin/*nixNoYesSVMsequelHal Daume IIIUniversity of Southern CaliforniaOCamlNoYesNo"Very fast and handles enormous datasets nicely"SVMtorchRonan Collobert and Samy BengioIDIAPC++No?YesSVM ToolboxGavin CawleyUniversity of East Anglia NorwichMatlab/C++NoYesNoBeta versionWinSVMMartin SewellUniversity College LondonC++WinNoYes