Write a Python program that receives two matrices to check if they are inverse one to each other.

$$ Your program should then verify if the two matrices are the inverse of the other

$$ Multiply the matrices to confirm:

$$ If the matrices cannot be multiplied, then they are not inverses to each other;

$$ If their multiplication does not give an Identity matrix, they are not inverses to each other.