In this question, you will write a Python function to compute the Hadamard product of two matrices. The Hadamard product is the $$component$-$wise$$ product of two matrices. That is$,$ each entry of the product matrix is equal to the product of its corresponding entries of the input matrices. Here is an example:Q$2$: In this question, you will write a Python function to compute the Hadamard product of two

matrices. The Hadamard product is the "component$-$wise" product of two matrices. That is$,$

each entry of the product matrix is equal to the product of its corresponding entries of the

input matrices. Here is an example:

$\left[\begin{array}{ccccccc}{a}_{11}& a_{12}& a_{13}& a_{22}& a_{23}& a_{32}& a_{33}\end{array}\right]$

$a_{31}$

$a_{31}$

$a_{21}$@$\left[\begin{array}{ccccccc}{b}_{11}& b_{12}& b_{13}& b_{22}& b_{23}& b_{32}& b_{33}\end{array}\right]$

$b_{31}$

$b_{21}=\left[\begin{array}{ccccccc}{a}_{11}{b}_{11}& a_{12}{b}_{12}& a_{13}{b}_{13}& a_{22}{b}_{22}& a_{23}{b}_{23}& a_{32}{b}_{32}& a_{33}{b}_{33}\end{array}\right]$

$a_{31}{b}_{31}$

$a_{21}{b}_{21}.$

$A$

$B$

Hadamard product of A and $B$

Write a Python function to compute the Hadamard product of two matrices as follows.

a$)$ The inputs to the function are two matrices.

b$)$ The function should check whether the two matrices have the same size. If not, it should

print "The input matrices are not of the same size".

c$)$ If two matrices are of the same size, the function computes the Hadamard product and

returns the answer. Use for loops to compute the Hadamard product.

d$)$ Repeat part c$,$ but instead of using for loops, just use NumPy to compute the Hadamard

product. Hint: Review NumPy arithmetic operations.

e$)$

Include your code in your report.

Call your function with the following matrices as input. Include the result in your report.

$A=\left[\begin{array}{ccc}13& 14& 15\\ 16& 17& 18\end{array}\right],B=\left[\begin{array}{cc}1& 2\\ 3& 4\end{array}\right]$

Call your function with the following matrix as input. Include the result in your report

$A=\left[\begin{array}{cc}5& 6\\ 7& 8\end{array}\right],B=\left[\begin{array}{cc}9& 10\\ 11& 12\end{array}\right]$