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As a rule, you don't really need to improve every single last piece of code: It suffices to maneuver some tightly nested loops along with the algorithm executed by them into C modules and go away the outside globe in Python.
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Every time attainable create functions with numerous inputs/outputs to stay away from careless problems like copy/paste mistakes.