from math import e
def sigmoid(z): return 1/(1+e**-z)
sigmoid(.00001)
0.5000024999999999
sigmoid(10000)
1.0
sigmoid(-1)
0.2689414213699951
sigmoid(-10)
4.539786870243442e-05
sigmoid(-2.0)
0.11920292202211757