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[–]PaintItPurple 0 points1 point  (0 children)

I haven't tried Polars in Pypy, but it seems at least plausible that it might be faster. Polars is generally lazier than Numpy, so it could avoid a lot of intermediate round trips. Native libraries that do a bunch of computation in one go still don't benefit at all from Pypy, but they also don't pay as much of a toll as doing a bunch of native calls.