demInterpolation: Gaussian Process Interpolation Demo

In gptk: Gaussian Processes Tool-Kit

Description

Plots, consecutively, an increasing number of data points, followed by an interpolated fit through the data points using a Gaussian process. This is a noiseless system, and the data is sampled from a GP with a known covariance function. The curve is then recovered with minimal uncertainty after only nine data points are included.

Usage

  demInterpolation(path=getwd(), filename='demInterpolation', 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, gpPlot.

gptk documentation built on May 2, 2019, 3:27 p.m.