NumPy: function for simultaneous max() and min()

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Is there a function in the numpy API that finds both max and min with only a single pass through the data?

No. At the time of this writing, there is no such function. (And yes, if there were such a function, its performance would be significantly better than calling numpy.amin() and numpy.amax() successively on a large array.)

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