libsvm-mat (with matlab interface compiled):
http://www.csie.ntu.edu.tw/~cjlin/libsvm/

Shogun toolbox v2.0.0 (with matlab interface compiled):
http://www.shogun-toolbox.org

Oxford Flowers dataset (splits, chi-squares distances CVPR 2006, and the chi-squares distances ICVGIP 2008):
http://www.robots.ox.ac.uk/~vgg/data/flowers/17/index.html

Calltech 101 dataset:
http://www.idiap.ch/ftp/courses/EE-700/material/experience2/Caltech101.zip