Package rdkit :: Package ML :: Package Data :: Module Transforms

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# Source Code for Module rdkit.ML.Data.Transforms

     1  #
     2  #  Copyright (C) 2002  greg Landrum and Rational Discovery LLC
     3  #  All Rights Reserved
     4  #
     5  import numpy
     6
     7
     8 -def _CenterTForm(dataSet):
     9    """ INTERNAL USE ONLY
    10
    11    """
    12    pass
    13
    14 -def _NormalizeTForm(dataSet):
    15    """ INTERNAL USE ONLY
    16
    17    """
    18    pass
    19
    20 -def _StandardTForm(dataSet):
    21    """ INTERNAL USE ONLY
    22
    23    """
    24    pass
    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    ]
    32
    33 -def GetAvailTransforms():
    34    """ 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 _availTransforms
    50