svm各种工具箱 方法以后查找

技术  /  管理员 发布于 7年前   175

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