SVM Software

SVM Software

Top 3

1. LIBSVM
2. SVMlight
3. SVMTorch

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LinksWebScholarSoftwareAuthorDetailsCitation2(6/10)about 92about 50,900about 3,580LIBSVMChih-Chung Chang and Chih-Jen LinBoth C++ and Java sourcesCHANG, C.C. and C.J. LIN, 2001. LIBSVM: a library for support vector machines. … available at http://www. csie. ntu. edu. tw/cjlin/libsvm.[Cited by 247] (54.01/year)1(6/10)about 68about 19,600about 1,450SVMlightThorsten JoachimsWritten in CJOACHIMS, T., 1999. SVMLight: Support Vector Machine. … Vector Machine http://svmlight. joachims. org/, University …. [Cited by 30] (4.56/year)-(5/10)3about 753about 488SVMTorchRonan Collobert and Samy BengioC++COLLOBERT, R. and S. BENGIO, 2001. SVMTorch: Support Vector Machines for Large-Scale Regression Problems. Journal of Machine Learning Research. [Cited by 232] (50.73/year)-(5/10)about 9about 579about 232mySVMStefan RüpingC++RUPING, S., mySVM-Manual. … .(2000) http://www-ai. cs. uni-dortmund. de/SOFTWARE/MYSVM. [Cited by 22] (3.95/year)5(0/10)0about 308about 179TinySVMTaku KudoWritten in C++ with OO styleBINDINGS, L., R. LINK and F. OPTIMIZATION, TinySVM: Support Vector Machines. cl.aist-nara.ac.jp. [not cited] (?/year)-(5/10)3about 142about 152BSVMChih-Wei Hsu and Chih-Jen LinC and C++HSU, C.W. and C.J. LIN, 2002. A comparison of methods for multiclass support vector machines. IEEE Transactions on Neural Networks. [Cited by 342] (95.71/year)3(6/10)6about 309about 102SvmFuRyan Rifkinwritten in C++RIFKIN, R., 2000. Svmfu. [Cited by 14] (2.51/year)-(5/10)2about 93about 551OSU SVM Classifier Matlab ToolboxJunshui Ma, Yi Zhao and Stanley AhaltMatlab Toolbox-(5/10)8about 314about 221GistWilliam Stafford Noble and Paul Pavlidiswritten in ANSI CNOBLE, W.S. and P. PAVLIDIS, 1999. Gist Support vector machine and kernel principal components analysis Software toolkit Version 2.0. 2.Copyright (C). [Cited by 1] (0.15/year)-(4/10)0about 137about 146SSVM - Smooth Support Vector MachineYuh-Jye Lee and Olvi L. Mangasarian
4(5/10)7?about 58MATLAB Support Vector Machine ToolboxGavin CawleyMATLAB toolboxCAWLEY, G.C., … 7TJ (2000) http://theoval. sys. uea. ac. uk/gcc/svm/toolbox. MATLAB Support Vector Machine Toolbox. [Cited by 14] (2.51/year)-(4/10)0about 239about 123PSVM - Proximal Support Vector MachineGlenn Fung and Olvi L. MangasarianMATLABFUNG, G.M. and O.L. MANGASARIAN, 2005. Multicategory Proximal Support Vector Machine Classifiers. Machine Learning. [Cited by 78] (136.06/year)-(5/10)about 11?about 131LSVM - Lagrangian Support Vector MachineOlvi Mangasarian and Dave MusicantMATLAB m-filesMANGASARIAN, O.L. and D.R. MUSICANT, 2001. Lagrangian Support Vector Machines. Journal of Machine Learning Research. [Cited by 94] (20.55/year)-(4/10)2?about 18Royal Holloway and AT&T SVM SoftwareA. Gammerman, et al.
-(5/10)about 12about 135about 17M-SVMYann GuermeurWritten in C-(5/10)0about 104about 13ASVM - Active Support Vector MachineDavid R. Musicant and Olvi L. Mangasarian
-(5/10)0about 72about 13loomsJen-Hao Lee and Chih-Jen Lin
6(4/10)2about 339about 18GhostMinerFQS PolandCommercial product-(4/10)0about 15about 14HeroSvmJianxiong DongWritten in C++DONG, J., HeroSVM Support Vector Machine User Guide.cenparmi.concordia.ca. [not cited] (?/year)-(4/10)1??Support Vector MachineJianzhong Fang
7(5/10)7??Sequential Minimal Optimization for SVMXianping GeWritten in C++-(5/10)about 23??MATLAB Support Vector Machine ToolboxSteve GunnMATLAB toolbox-(4/10)1?about 23SVM toolbox for MatlabAnton Schwaighofer
-(4/10)about 6about 33about 41SVMToolJesús Giménez and Lluís Márquez
-(4/10)0about 46about 22Gini-SVMCLSP,Johns Hopkins University
CHAKRABARTTY, S., 2003. The giniSVM toolkit. Technical Report No. 48, CLSP, JHU. [Cited by 2] (0.78/year)-(6/10)about 96about 134about 18KXENKXENCommercial product-(4/10)2about 34about 15SVMProtC.Z. Cai, L.Y. Han, Z.L. Ji, X. Chen, Y.Z. ChenWeb-based-(4/10)about 7367LIBSVMTL - a Support Vector Machine Template LibraryOlaf RonnebergerC++ library-(4/10)1about 1356winSVMMartin SewellWindows implementation written in C++-(4/10)11146SVMdarkMartin SewellWindows implementation written in C-(4/10)1??SVM and Kernel Methods Matlab ToolboxS. Canu, Y. Grandvalet and A. Rakotomamonjy
-(4/10)0?4Nearest Point Algorithm for Support Vector Machines (SVMs)S.S. Keerthi et al.
-(4/10)033LPSVM - Newton Method for LP Support Vector MachineGlenn Fung and Olvi L. MangasarianMATLAB-(4/10)0about 53NSVM - Newton Support Vector MachineGlenn Fung and Olvi L. MangasarianMATLAB-(3/10)2about 163SVMsequelHal Daume III
-(6/10)about 8about 1302LS-SVMlabKristiaan Pelckmans, et al.Matlab-(5/10)about 44about 9,2301DTREGPhillip H. SherrodPredictive modeling software-(0/10)010CTI-SVeivd, UNIL and IDIAP

Links

• Google Directory
• Kernel Machines: Software
• Support Vector Machine - The Software

Martin Sewell, January 2005

link：http://www.svms.org/software.html