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News & links about Python programming.
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Polars: Lightning-fast DataFrame library for Rust and Python

https://www.pola.rs/
Introducing stack graphs

GitHub has announced the general availability of precise code navigation for all public and private Python repositories on GitHub.com. Precise code navigation is powered by stack graphs, a new open-source framework that lets you define the name binding rules for a programming language. This post shows how stack graphs work, and how they achieve these results.

https://github.blog/2021-12-09-introducing-stack-graphs/
“Digital Twin” with Python: A hands-on example

IBM defines a digital twin as follows “A digital twin is a virtual model designed to accurately reflect a physical object”. This is a step-by-step guide to building a digital twin example of an electronic switch (transistor) with Python.

https://t.co/CoAtp4iz2t
Learn Python ASTs, by building your own linter

https://sadh.life/post/ast/
GuPPy, a Python toolbox for the analysis of fiber photometry data

GuPPy is designed to operate across computing platforms and can accept data from a variety of FP data acquisition systems. The program presents users with a set of graphic user interfaces (GUIs) to load data and provide input parameters. Graphs are produced that can be easily exported for integration into scientific figures.

https://www.nature.com/articles/s41598-021-03626-9