public void TestARDKernelDerivs() { double[] logLengths = { -0.123, 0.456, 1.789 }; double log_sig_sd = System.Math.Log(3.456); ARD ardk = new ARD(logLengths, log_sig_sd); double[] x1 = { 0.1, 0.2, 0.3 }; double[] x2 = { 0.9, 0.7, 0.5 }; Vector v1 = Vector.FromArray(x1); Vector v2 = Vector.FromArray(x2); List <Vector> xlist = new List <Vector>(2); xlist.Add(v1); xlist.Add(v2); Vector y = Vector.Zero(2); y[0] = 0.3; y[1] = 0.5; ardk.InitialiseFromData(xlist, y); Vector x1Vec = Vector.FromArray(x1); Vector x2Vec = Vector.FromArray(x2); TestDerivatives(ardk, x1Vec, x1Vec); TestDerivatives(ardk, x1Vec, x2Vec); }
public void TestARDReadWrite() { double[] logLengths = { -0.123, 0.456, 1.789 }; double log_sig_sd = System.Math.Log(3.456); ARD ardk = new ARD(logLengths, log_sig_sd); TestReadWrite(ardk); }