`numpy:matrix_transpose`

Signature

def matrix_transpose(x, /)

Transposes a matrix (or a stack of matrices) x.

This function is Array API compatible.

x : array_like: Input array having shape (..., M, N) and whose two innermost dimensions form MxN matrices.

out : ndarray: An array containing the transpose for each matrix and having shape (..., N, M).

import numpy as np
np.matrix_transpose([[1, 2], [3, 4]])

✓

array([[1, 3],
       [2, 4]])

np.matrix_transpose([[[1, 2], [3, 4]], [[5, 6], [7, 8]]])

✗

array([[[1, 3],
        [2, 4]],

       [[5, 7],
        [6, 8]]])