The official document: https://docs.scipy.org/doc/numpy/reference/generated/numpy.transpose.html
For two-dimensional ndarray, transpose parameter is not specified default is the matrix transpose. If the specified parameters, the corresponding results are as follows:
x.transpose((0,1))
array([[0, 1], [2, 3]])
x.transpose((1,0)) array([[0, 2], [1, 3]])