std2

std2(X: ndarray, X_mean: float) float[source]

Numba standard deviation function for a 1d numpy array with pre-calculated mean.

Parameters:
X1d numpy array

A 1d numpy array of values

X_meanfloat

The mean of the input array

Returns:
stdfloat

The standard deviation of the input array

Examples

>>> import numpy as np
>>> from aeon.utils.numba.stats import std2
>>> X = np.array([1, 2, 2, 3, 3, 3, 4, 4, 4, 4])
>>> s = std2(X, 3)