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Showing content from https://docs.scipy.org/doc/numpy-1.16.0/reference/generated/numpy.random.RandomState.shuffle.html below:

numpy.random.RandomState.shuffle — NumPy v1.16 Manual

Modify a sequence in-place by shuffling its contents.

This function only shuffles the array along the first axis of a multi-dimensional array. The order of sub-arrays is changed but their contents remains the same.

>>> arr = np.arange(9).reshape((3, 3))
>>> np.random.shuffle(arr)
>>> arr
array([[3, 4, 5],
       [6, 7, 8],
       [0, 1, 2]])

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