demOptimiseGp: Gaussian Process Optimisation Demo

Description Usage Arguments See Also

Description

Shows a series of plots of a Gaussian process with different length scales fitted to six data points. For each plot there is a corresponding plot of the log likelihood. The log likelihood peaks for a length scale close to 1. This was the length scale used to generate the data.

Usage

1
  demOptimiseGp(path=getwd(), filename='demOptimiseGp', png=FALSE, gif=FALSE)

Arguments

path

path where the plot images are saved.

filename

name of saved images.

png

save image as png.

gif

save series of images as animated gif.

See Also

gpOptions, kernCreate, kernCompute, gaussSamp, kernDiagCompute, gpCreate, gpExpandParam, gpLogLikelihood, gpPosteriorMeanVar, gpPlot.



Search within the gptk package
Search all R packages, documentation and source code

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.