damast.data_handling.transformers.normalizers

damast.data_handling.transformers.normalizers#

Module containing (de)normalisation functions

Functions

cyclic_denormalisation(x_sin, x_cos, min, max)

Returns the data cycli-denormalised

cyclic_normalisation(x, x_min, x_max)

Returns the data cycli-normalised between 0 and 1

normalize(x, x_min, x_max, a, b)

Normalize data in array x with lower bound x_min and upper bound x_max to be in the range [a, b]