The following Matlab project contains the source code and Matlab examples used for kernel ridge regression. The Gaussian Kernel can be changed to any desired kernel. However such a change will not dramatically improve results. This is a variant of ridge regression using the kernel trick (Mercers Theorem).
The source code and files included in this project are listed in the project files section, please make sure whether the listed source code meet your needs there.