rdkit.ML.Data.Transforms

Package rdkit :: Package ML :: Package Data :: Module Transforms |
[hide private]
[frames] | no frames]

# Module Transforms

source code

Functions | [hide private]
_CenterTForm(dataSet) INTERNAL USE ONLY | source code
_NormalizeTForm(dataSet) INTERNAL USE ONLY | source code
_StandardTForm(dataSet) INTERNAL USE ONLY | source code
GetAvailTransforms() returns the list of available data transformations | source code

Variables | [hide private]
| _availTransforms = ``[``(``'``Center``'``,` <__builtin__.function object>`,` `...``
| __package__ = ``'``rdkit.ML.Data``'``

Imports: numpy

Function Details | [hide private]

### GetAvailTransforms() | source code
    returns the list of available data transformations

    **Returns**

      a list of 3-tuples

        1) name of the transform (text)

        2) function describing the transform (should take an
           _MLDataSet_ as an argument)

        3) description of the transform (text)

Variables Details | [hide private]

  ### _availTransforms Value:
      [('Center',
        <__builtin__.function object>,
        'translates so that mean(x)=0'),
       ('Normalize',
        <__builtin__.function object>,
        'scales so that dot(x,x)=1'),
       ('Standardize',
        <__builtin__.function object>,
      ...