import numpy as np

def sigmoid(z):
    return 1 / (1 + np.exp(-z))

print(sigmoid(2.73))    # 0.9388
print(sigmoid(0))       # 0.5
print(sigmoid(-6))      # 0.0025, very close to 0
print(sigmoid(6))       # 0.9975, very close to 1

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