How to vector-multiply two arrays of matrices?
To multiply two arrays of matrices element-wise, you can use NumPy's einsum
function. The einsum
function allows you to specify a subscript notation for the multiplication, which makes it easy to perform element-wise matrix multiplication.
Here's an example of how to use einsum
to multiply two arrays of matrices:
import numpy as np # create two arrays of matrices A = np.random.rand(3, 2, 2) B = np.random.rand(3, 2, 2) # multiply the two arrays element-wise C = np.einsum('aij,aij->aij', A, B) print(C)
In this example, A
and B
are both arrays of matr
NOTE:-
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