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Showing content from https://docs.scipy.org/doc/numpy-1.17.0/reference/generated/numpy.transpose.html below:

numpy.transpose — NumPy v1.17 Manual

Permute the dimensions of an array.

Use transpose(a, argsort(axes)) to invert the transposition of tensors when using the axes keyword argument.

Transposing a 1-D array returns an unchanged view of the original array.

>>> x = np.ones((1, 2, 3))
>>> np.transpose(x, (1, 0, 2)).shape
(2, 1, 3)

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