Web Reference: numpy.random.shuffle # random.shuffle(x) # 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. Aug 22, 2025 · numpy.random.shuffle () function randomly modify the order of elements in a sequence like a list or NumPy array in-place. This means the original array is changed and no new array is returned. For those looking at this question more recently, numpy provides the permuted method to shuffle an array independently along the specified axis. From their documentation (using random.Generator)
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