The NumPy Illustrated Library

Softening the rough edges of NumPy

Lev Maximov
Better Programming
Published in
5 min readMay 12, 2023

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Two and a half years ago, I published the “NumPy Illustrated” visual guide, highlighting certain areas for improvement in NumPy that could be implemented with little or no effort. Since then, some issues have been addressed (e.g., concat alias¹ for concatenate), while others have not.

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