SVM Software
Top 3
| Google Directory Rank | Google PageRank | Backward Links | Web | Scholar | Software | Author | Details | Citation |
|---|---|---|---|---|---|---|---|---|
| 2 | (6/10) | about 92 | about 50,900 | about 3,580 | LIBSVM | Chih-Chung Chang and Chih-Jen Lin | Both C++ and Java sources | CHANG, 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 68 | about 19,600 | about 1,450 | SVMlight | Thorsten Joachims | Written in C | JOACHIMS, T., 1999. SVMLight: Support Vector Machine. … Vector Machine http://svmlight. joachims. org/, University …. [Cited by 30] (4.56/year) |
| - | (5/10) | 3 | about 753 | about 488 | SVMTorch | Ronan Collobert and Samy Bengio | C++ | 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 9 | about 579 | about 232 | mySVM | Stefan Rüping | C++ | RUPING, S., mySVM-Manual. … .(2000) http://www-ai. cs. uni-dortmund. de/SOFTWARE/MYSVM. [Cited by 22] (3.95/year) |
| 5 | (0/10) | 0 | about 308 | about 179 | TinySVM | Taku Kudo | Written in C++ with OO style | BINDINGS, L., R. LINK and F. OPTIMIZATION, TinySVM: Support Vector Machines. cl.aist-nara.ac.jp. [not cited] (?/year) |
| - | (5/10) | 3 | about 142 | about 152 | BSVM | Chih-Wei Hsu and Chih-Jen Lin | C 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) | 6 | about 309 | about 102 | SvmFu | Ryan Rifkin | written in C++ | RIFKIN, R., 2000. Svmfu. [Cited by 14] (2.51/year) |
| - | (5/10) | 2 | about 93 | about 551 | OSU SVM Classifier Matlab Toolbox | Junshui Ma, Yi Zhao and Stanley Ahalt | Matlab Toolbox | |
| - | (5/10) | 8 | about 314 | about 221 | Gist | William Stafford Noble and Paul Pavlidis | written in ANSI C | NOBLE, 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) | 0 | about 137 | about 146 | SSVM - Smooth Support Vector Machine | Yuh-Jye Lee and Olvi L. Mangasarian | ||
| 4 | (5/10) | 7 | ? | about 58 | MATLAB Support Vector Machine Toolbox | Gavin Cawley | MATLAB toolbox | CAWLEY, 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) | 0 | about 239 | about 123 | PSVM - Proximal Support Vector Machine | Glenn Fung and Olvi L. Mangasarian | MATLAB | FUNG, 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 131 | LSVM - Lagrangian Support Vector Machine | Olvi Mangasarian and Dave Musicant | MATLAB m-files | MANGASARIAN, 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 18 | Royal Holloway and AT&T SVM Software | A. Gammerman, et al. | ||
| - | (5/10) | about 12 | about 135 | about 17 | M-SVM | Yann Guermeur | Written in C | |
| - | (5/10) | 0 | about 104 | about 13 | ASVM - Active Support Vector Machine | David R. Musicant and Olvi L. Mangasarian | ||
| - | (5/10) | 0 | about 72 | about 13 | looms | Jen-Hao Lee and Chih-Jen Lin | ||
| 6 | (4/10) | 2 | about 339 | about 18 | GhostMiner | FQS Poland | Commercial product | |
| - | (4/10) | 0 | about 15 | about 14 | HeroSvm | Jianxiong Dong | Written in C++ | DONG, J., HeroSVM Support Vector Machine User Guide. cenparmi.concordia.ca. [not cited] (?/year) |
| - | (4/10) | 1 | ? | ? | Support Vector Machine | Jianzhong Fang | ||
| 7 | (5/10) | 7 | ? | ? | Sequential Minimal Optimization for SVM | Xianping Ge | Written in C++ | |
| - | (5/10) | about 23 | ? | ? | MATLAB Support Vector Machine Toolbox | Steve Gunn | MATLAB toolbox | |
| - | (4/10) | 1 | ? | about 23 | SVM toolbox for Matlab | Anton Schwaighofer | ||
| - | (4/10) | about 6 | about 33 | about 41 | SVMTool | Jesús Giménez and Lluís Márquez | ||
| - | (4/10) | 0 | about 46 | about 22 | Gini-SVM | CLSP,Johns Hopkins University | CHAKRABARTTY, S., 2003. The giniSVM toolkit. Technical Report No. 48, CLSP, JHU. [Cited by 2] (0.78/year) | |
| - | (6/10) | about 96 | about 134 | about 18 | KXEN | KXEN | Commercial product | |
| - | (4/10) | 2 | about 34 | about 15 | SVMProt | C.Z. Cai, L.Y. Han, Z.L. Ji, X. Chen, Y.Z. Chen | Web-based | |
| - | (4/10) | about 73 | 6 | 7 | LIBSVMTL - a Support Vector Machine Template Library | Olaf Ronneberger | C++ library | |
| - | (4/10) | 1 | about 135 | 6 | winSVM | Martin Sewell | Windows implementation written in C++ | |
| - | (4/10) | 1 | 114 | 6 | SVMdark | Martin Sewell | Windows implementation written in C | |
| - | (4/10) | 1 | ? | ? | SVM and Kernel Methods Matlab Toolbox | S. Canu, Y. Grandvalet and A. Rakotomamonjy | ||
| - | (4/10) | 0 | ? | 4 | Nearest Point Algorithm for Support Vector Machines (SVMs) | S.S. Keerthi et al. | ||
| - | (4/10) | 0 | 3 | 3 | LPSVM - Newton Method for LP Support Vector Machine | Glenn Fung and Olvi L. Mangasarian | MATLAB | |
| - | (4/10) | 0 | about 5 | 3 | NSVM - Newton Support Vector Machine | Glenn Fung and Olvi L. Mangasarian | MATLAB | |
| - | (3/10) | 2 | about 16 | 3 | SVMsequel | Hal Daume III | ||
| - | (6/10) | about 8 | about 130 | 2 | LS-SVMlab | Kristiaan Pelckmans, et al. | Matlab | |
| - | (5/10) | about 44 | about 9,230 | 1 | DTREG | Phillip H. Sherrod | Predictive modeling software | |
| - | (0/10) | 0 | 1 | 0 | CTI-SV | eivd, UNIL and IDIAP |
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