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# Demo of Gaussian process regression with R
# James Keirstead
# 5 April 2012
# Chapter 2 of Rasmussen and Williams's book `Gaussian Processes
# for Machine Learning' provides a detailed explanation of the
# math for Gaussian process regression. It doesn't provide
# much in the way of code though. This Gist is a brief demo
# of the basic elements of Gaussian process regression, as
# described on pages 13 to 16.