def generateFirstNGaussianCenters(self, referenceSamples=None) :
"""
Chooses the firts N samples as Gaussian centers as an optimization
"""
numcols = referenceSamples.shape[1]
self.kernelBasis = min(self.kernelBasis, numcols)
return referenceSamples[:, numpy.r_[0:self.kernelBasis]]
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