Python is convenient and flexible, yet notably slower than other languages for raw computational speed. The Python ecosystem has compensated with tools that make crunching numbers at scale in ...

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If you are doing matrix ... the in-loop processing there, choose the second option. You’ll be making fewer round trips between domains. If you want speed, use C, not Python.