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1 # 2 # Copyright (C) 2002 greg Landrum and Rational Discovery LLC 3 # All Rights Reserved 4 # 5 import numpy 6 7 13 19 25 26 _availTransforms = [ 27 ('Center',_CenterTForm,'translates so that mean(x)=0'), 28 ('Normalize',_NormalizeTForm,'scales so that dot(x,x)=1'), 29 ('Standardize',_StandardTForm,'scales so that dev(x)=0'), 30 31 ] 3234 """ returns the list of available data transformations 35 36 **Returns** 37 38 a list of 3-tuples 39 40 1) name of the transform (text) 41 42 2) function describing the transform (should take an 43 _MLDataSet_ as an argument) 44 45 3) description of the transform (text) 46 47 """ 48 global _availTransforms 49 return _availTransforms50
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