normalisation

class NormalisationMode(value)[source]

Bases: enum.Enum

An enumeration.

NONE = 'none'

MAX_ALL = 'max_all'

MAX_BY_COLUMN = 'max_by_column'

STANDARDISED = 'standardised'

class VectorDataScaler(data_frame: pandas.core.frame.DataFrame, normalisation_mode: sensai.normalisation.NormalisationMode)[source]

Bases: object

__init__(data_frame: pandas.core.frame.DataFrame, normalisation_mode: sensai.normalisation.NormalisationMode)

get_normalised_array(data: Union[pandas.core.frame.DataFrame, numpy.ndarray]) → numpy.ndarray

get_denormalised_array(data: Union[pandas.core.frame.DataFrame, numpy.ndarray]) → numpy.ndarray