# Created by Octave 3.2.4, Mon May 02 03:24:15 2011 UTC <root@zirconium>
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demo_octgpr
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 -- 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.


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OctGPR package demo function.

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rbf_centers
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 -- Function File: [U, ur, iu] = rbf_centers (X, NU, THETA)
     Selects a given number of RBF centers based on Lloyd's clustering
     algorithm.



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Selects a given number of RBF centers based on Lloyd's clustering
algorithm.

