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“Python code that tends to run faster after compiling is probably mathematical, and it probably has lots of loops that repeat the same operations many times. Inside these loops, you’re probably making lots of temporary objects.”

Micha Gorelick, High Performance Python: Practical Performant Programming for Humans
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