numpy.nditer.remove_multi_index
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nditer.remove_multi_index() -
When the “multi_index” flag was specified, this removes it, allowing the internal iteration structure to be optimized further.
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https://docs.scipy.org/doc/numpy-1.11.0/reference/generated/numpy.nditer.remove_multi_index.html