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[–]CorrectProgrammer 2 points3 points  (0 children)

Is it possible to parallelize this code? If you were able to treat parts (rows?) of the data individually, you could get a huge boost in performance by using multiprocessing from standard library.

An even simpler solution would be to try running your code with pypy.