Scipy-sugar’s documentation

Date:Dec 13, 2018
Version:1.0.9

Stats module

scipy_sugar.stats.quantile_gaussianize(x)[source]

Normalize a sequence of values via rank and Normal c.d.f.

Parameters:x (array_like) – sequence of values.
Returns:Gaussian-normalized values.

Example:

>>> from scipy_sugar.stats import quantile_gaussianize
>>> print(quantile_gaussianize([-1, 0, 2]))
[-0.67448975  0.          0.67448975]