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The NumExpr Python package provides a much less well-known alternative to NumPy's vectorized array operations. Rather than working on the full arrays on at a time or looping over values individually, it chunks the arrays. Instead of rendering the mathematical transformation as raw code, it's rendered as a string which is then compiled into a valid Python expressions (it's not clear from the docs whether that expression is eagerly evaluated like NumPy or if they have another scheme).

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even in decades

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Previously, a rearmament endeavor of this magnitude would have unsettled Germany's neighbors, evoking Europe's troubled history.

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