Calculate the standard deviation.

standard_deviation.py

import numpy as np
def standard_deviation(x):
    x_bar = np.mean(x)
    N = len(x)
    deviation_mean = [x_i - x_bar for x_i in x]
    return  np.sqrt(np.dot(deviation_mean, deviation_mean) / N)