I want to compare two big matrices to know if they have the same shape and elements. How can I check this?

0 votes

If you use the array_equal() function of Numpy. It will return True if arrays/matrices have the same shape and elements, otherwise, False.

Here is an example:

>>> import numpy as np

>>> a=np.array([[1,2,3],[4,5,6]])

>>> b=np.array([[1,2,3],[4,5,6]])

>>> b1=np.array([[1,2,3],[2,5,6]])

>>> a

array([[1, 2, 3],

[4, 5, 6]])

>>> b

array([[1, 2, 3],

[4, 5, 6]])

>>> b1

array([[1, 2, 3],

[2, 5, 6]])

>>> np.array_equal(a,b)

True

>>> np.array_equal(a,b1)

False

>>>