sigmoid function

[Sarah111-AHM]

import numpy as np

def sigmoid(x):

s = 1 / (1 + np.exp(-x))
    return s

def sigmoid_grad(x):

s = sigmoid(x)
    ds = s * (1 - s)
    return ds

x = np.array([1, 2, 3])

print(sigmoid_grad(x))