In : a = np.array([10,20]) In : b = np.array([2,5]) In : a-b Out: array([ 8, 15]) In : b**2 Out: array([ 4, 25]) In : b<15 Out: array([ True, True], dtype=bool) In : a*b Out: array([ 20, 100])