590 Handouts

• This class relies heavily on MATLAB to understand the ideas we discuss. Relevant files will be listed here for you to use in your homework and projects.
• Note that for some of the more advanced files to work you must download the GaussQR library for MATLAB. Instructions for usage can be found inside.


• The first group of files are utilities which may be needed for multiple assignments.
• CreatePoints.m
• chebsamp.m
• fdnodes.m
• gaussj.m
• gridsamp.m
• lattice.m
• lhsamp.m
• testfunctiondD.m
• PlotSurf.m
• PlotError2D.m
• PlotSlices.m
• PlotErrorSlices.m
• Mathematica CDF for Haar-Mairhuber-Curtis theorem:
  • HaarMairhuberCurtis.cdf
• MATLAB scripts for Chapter 1:
  • DistanceMatrixBook.m
  • DistanceMatrixRepmat.m (fixed typo in link)
  • DistanceMatrix.m
  • DistanceMatrixA.m
  • DistanceMatrixFit.m
  • DistanceMatrixTest.m
• Mathematica CDF for "flat" Gaussians:
  • FlatGaussian.cdf
• MATLAB scripts for Chapter 2:
  • RBFInterpolation2D.m
• MATLAB scripts for Chapter 4:
  • KrigingVariance.m
• MATLAB scripts for Chapter 6:
  • PlotKernelSeries.m
  • ProductKernel.m
• MATLAB scripts for Chapter 17:
  • RBFNetwork1.m
  • RBFNetwork2.m
  • RBFNetwork3.m
  • SVM1.m
  • SVM2.m
  • SVM3.m
  • SVM4.m
  • SVM5.m
  • SVM_setup.m
  • gqr_fitsvm.m
  • gqr_svmcv.m
• MATLAB scripts for Chapter 19:
  • KansaLaplace_2D.m
  • KansaLaplace_2DBook.m (analogous to textbook)
  • KansaEllipticVC_2D.m
  • KansaLaplaceMixedBC_2D.m
  • DifferenceMatrix.m