import math
import numpy as np
import matplotlib.pyplot as plt

def f(z):
    if z <= 0:
        return 0
    elif z >= 1:
        return 1
    else:
        return math.exp(-1/(z*z) + 1)

x = np.linspace(0.0, 1.0, 10)
y = np.vectorize(f)(x)

print(np.vectorize(f)(x[1:10]))
print(np.vectorize(f)(x))

# Вывод
[  1.80485139e-35   4.36346225e-09   3.35462628e-04   1.72059504e-02
   1.06458504e-01   2.86504797e-01   5.20450121e-01   7.66726596e-01
   1.00000000e+00]
[0 0 0 0 0 0 0 0 0 1]