Software

I try to make code produced by myself and/or my PhD students available under the GNU General Public License. The following material is currently available.

HasGP - Gaussian Processes in Haskell

This is an implementation of Gaussian processes for regression and classification based on the treatment in Rasmussen and Williams' book.

It has its own page here.

Bayesian Hierarchical Ordinal Regression

Matlab code for the material in the paper: "Bayesian Hierarchical Ordinal Regression," Ulrich Paquet, Sean Holden and Andrew Naish-Guzman. Proceedings of the International Conference on Artificial Neural Networks (ICANN), 2005.

Pending, while I sort out the licensing...

The Generalized FITC Approximation

Matlab code for the material in the paper: "The Generalized FITC Approximation," Andrew Naish-Guzman and Sean Holden. Proceedings of Neural Information Processing Systems (NIPS), 2007.

Pending, while I sort out the licensing...

You will probably also need the Matlab library for Gaussian Processes written by Carl Rasmussen. This can be obtained at:

http://www.gaussianprocess.org/gpml/code/matlab/doc/