Polars Boosted My Algorithm's Speed by 25x

The open-source Polars library touts huge performance gains over Pandas. A combination of parallel processing, Apache Arrow, and a "Close to the Metal" Architecture drives Polars' speed. I refactored my Pandas-based Reduced Columb Energy (RCE)...

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Refactor Matlab to Tidyverse

I've previously discussed the Reduced Coloumb Energy Neural Net algorithm on this site. I wrote the algorithm in Matlab, which uses index based logic to select, filter, wrangle and process data. Today I will refactor the Matlab code to Tidyverse....

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