Links Related to Support Vector Machines

Comprehensive knowledge

• SVMs in GMD FIRST
• www.kernel-machines.org
• Support-Vector Net
• Bell Labs Support Vector Machines (Applet and References)
• Royal Holloway / AT&T / GMD FIRST SV Machine
• Archives of SUPPORT-VECTOR-MACHINES@JISCMAIL.AC.UK
• SVM Research in Royal Holloway (Applets and Softwares)

Some open source codes

• A Library for Support Vector Machines
• Torch Machine Learning Library
• SVMTorch Machine
• SVM-Light Support Vector Machine
• MATLAB Support Vector Machine Toolbox
• Lagrangian Support Vector Machine
• SVM webpages from Singapore

Applications of SVM and some personal pages

• SVM Application List
• SVM in Microarray Gene Expression Data
• Machine Learning Repository
• Smola's homepage
• Vapnik's homepage
• Musicant's homepage
• Mangasarian's homepage
• Michael Jordan's statistical learning theory class webpage

Mathematical background for SVMs

• Duality theorems