Function File: demo_octgpr (1, nsamp = 150)

Function File: demo_octgpr (2, ncnt = 20, npt = 500)

Function File: demo_octgpr (3, ncnt = 50, nsamp = 500)

OctGPR package demo function. First argument selects available demos:

• 1. GPR regression demo
  A function is sampled (with small noise), then reconstructed using GPR regression. nsamp specifies the number of samples.
  See also: gpr_train gpr_predict
• 2. RBF centers selection demo
  Radial basis centers are selected amongst random points. ncnt specifies number of centers, npt number of points.
• 2. PGP regression demo
  A function is densely sampled (with small noise), radial basis centers are selected, then the function is reconstructed using PGP regression. nsamp specifies the number of samples, ncnt specifies number of centers.