Preprocessing

Module for preprocessing data

class mapyl.preprocessing.Normalizer

normalize()

normalizes a ndarray

class mapyl.preprocessing.MinMaxScaler

scale(a=0, b=1)

Scales a ndarray in a set of values

Parameters:

X (ndarray): ndarray of the data to be scaled

a (float): float of the minimum value

b (float): float of the maximum value

Returns:

ndarray of the scaled values

class mapyl.preprocessing.MeanNormalizer

mean_normalize()

mean normalizes a ndarray

class mapyl.preprocessing.StandardScaler

standard_scale()

Standard scales a ndarray