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Machine Learning Softwares 机器学习软件总汇
SVM Light - Support Vector Machine in C Source Code
LIBSVM - A C++ Library for SMO Support Vector Machines
(Recommend)
CVM Toolbox - A C++ Implementation of Core Vector Machines
(Recommend for Massive Data-sets)
UniverSVM - Transductive and sparse SVMs in C++
SVM in the Primal - Direct Primal SVM Solver
SVM-QP - Active Set QP solver for Large Scale SVM in Fortran 77
Torch3 - Machine Learning Package in C++
LASVM - Online SVM Implementation
MATLAB Support Vector Machine Toolbox
SimpleSVM Toolbox - Invariant SVM Implementation
Statlearn Toolbox
Weka 3 - Machine Learning Software in Java
(Including SVM package)
Bow - A Toolkit for Text Retrieval, Classification and Clustering
SeDuMi - A MATLAB Package for Semi-Definite Programming
SDPT3 - A MATLAB Package for Semi-Definite-Quadratic-Linear programming
Other Geometric Programming Softwares
Mosek - An Optimization Software
Statistical Pattern Recognition Toolbox for Matlab
Netlab - A Matlab Neural Network Software
Decision Tree - C4.5/C5.0
Cover Tree - Fast Nearest Neighbor Search
GSL - GNU Scientific Library
Numerical Recipes in C
Other Software Packages for Kernel Machines
from: http://www.cs.ust.hk/~ivor/resource.htm#software
神威 发表于 2007-5-9 11:26:00 |
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