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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Quick and Easy Capacity Planning with Pandas

The discipline of Operations Research (OR) applies analytical methods from math, statistics, economics, and computer science to help leaders make good decisions. Enterprise software consumes physical resources (CPU, Memory, Disk, and Bandwidth)...

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Data Exploration with Data Viz Cheat Sheet

Today I collect and organize useful data visualization (Data Viz) tools that aid data exploration. I illustrate the use of the tools via the classic Abalone database, hosted on the University of California, Irvine (UCI) Machine Learning...

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