Software implementation of Online Gaussian Processes
The software is downloadable in a zipped format (tgz extension, it is
tar-ed and gzipped (should work both on unix/linux and windows) can be
ogpmat.tgz that has all required
- ogphelp.tgz that contains a HTML
description of the Matlab files.
- ogpall.tgz includes both code and documentation.
The following pages provide further information about the software (also available on the left-frame):
A brief technical summary of installing and compatibility with earlier matlab versions.
A hypertext documentation of the matlab code is available within these pages
documentation lists the files included in the current release (files
identical to those in ogphelp.tgz
A "Hello world"-style demo
is provided which gives an example of the initialisation,
training, and inference using this package. This can be the starting
point for applying the software to a particular data-set.
Two possibilities of extending the package are presented. The user
can insert a custom kernel function and similarly can design
a custom likelihood.
Questions, comments, suggestions: contact Lehel