Web Reference: Jul 11, 2025 · numpy.random.shuffle () is a NumPy-specific shuffling method that also shuffles the array in-place. It’s particularly efficient for large numerical datasets and ideal when you're already working with NumPy arrays. As stated below, random.shuffle doesn't return a new shuffled list; it shuffles the list in place. So you shouldn't say "print random.shuffle (b)" and should instead do the shuffle on one line and print b on the next line. Definition and Usage The shuffle() method takes a sequence, like a list, and reorganize the order of the items. Note: This method changes the original list, it does not return a new list.
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