Many thanks!

Just one more inquiry along those lines, if I may. The code asserts that clip 
should outpace np.maximum(mp.minumum(arr, max), min). Despite this:
*time a = np.arange(100)it.clip(4, 20)    # 8.48 µs
%timeit np.maximum(np.minimum(a, 20), 4)    2.09 nanoseconds
Will this be the norm?
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