normalisation

Source code: sensai/normalisation.py

---

class NormalisationMode(value)

Bases: Enum

An enumeration.

NONE = 'none'

MAX_ALL = 'max_all'

MAX_BY_COLUMN = 'max_by_column'

STANDARDISED = 'standardised'

class VectorDataScaler(data_frame: DataFrame, normalisation_mode: NormalisationMode)

Bases: object

get_normalised_array(data: Union[DataFrame, ndarray]) → ndarray

get_denormalised_array(data: Union[DataFrame, ndarray]) → ndarray