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Showing content from http://docs.scipy.org/doc/numpy-1.11.0/reference/generated/numpy.swapaxes.html below:

numpy.swapaxes — NumPy v1.11 Manual

Interchange two axes of an array.

>>> x = np.array([[1,2,3]])
>>> np.swapaxes(x,0,1)
array([[1],
       [2],
       [3]])
>>> x = np.array([[[0,1],[2,3]],[[4,5],[6,7]]])
>>> x
array([[[0, 1],
        [2, 3]],
       [[4, 5],
        [6, 7]]])
>>> np.swapaxes(x,0,2)
array([[[0, 4],
        [2, 6]],
       [[1, 5],
        [3, 7]]])

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