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numpy.matrix_transpose — NumPy v2.3 Manual

numpy.matrix_transpose(x, /)[source]#

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

This function is Array API compatible.

Parameters:

xarray_like

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

Returns:

outndarray

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

Examples

>>> 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]]])

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