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ENH: refactor our loop implementations into a stand-alone library #17698

@mattip

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@mattip

We are slowly getting to a best-of-breed set of CPU inner loop functions using Unversal Intrinsics. It would be helpful to other projects if we could refactor these into a stand-alone C/C++ library, so they could be re-used in the growing number of NumPy-like libraries.

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