The divide() function does truncated integer division and normal floating-point division:

a = np.array([2, 6, 5])
b = np.array([1, 2, 3])
print("Divide", np.divide(a, b), np.divide(b, a))

The result of the divide() function is shown as follows:

Divide [2 3 1] [0 0 0]

As you can see, truncation took place.

The true_divide() function comes closer to the mathematical definition of division. Integer division returns a floating-point result and no truncation occurs:

print("True Divide", np.true_divide(a, b), np.true_divide(b, a))

The result of the true_divide() function is as follows:

True Divide [ 2.          3.          1.66666667] [ 0.5         0.33333333  0.6       ]

The floor_divide() function always returns an integer result. It is equivalent to calling the floor() function after calling the divide() function. The floor() function discards the decimal part of a floating-point number and returns an integer:

print("Floor Divide...