Web Reference: Randomly permute a sequence, or return a permuted range. If x is a multi-dimensional array, it is only shuffled along its first index. New code should use the permutation method of a Generator instance instead; please see the Quick start. If x is an integer, randomly permute np.arange(x). Aug 22, 2025 · numpy.random.permutation () function in the NumPy library that returns a new array with the elements randomly permuted, leaving the original array unchanged. It can be used with sequences or integers. A permutation refers to an arrangement of elements. e.g. [3, 2, 1] is a permutation of [1, 2, 3] and vice-versa. The NumPy Random module provides two methods for this: shuffle() and permutation().
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