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News & links about Python programming.
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Discovering basic blocks

In this post, we will learn how to construct a control-flow graph (CFG) from a subset of CPython (3.6+) bytecode. We will also coincidentally be using Python (3.6+) as a programming language, but the concepts should be applicable to other bytecode and using other programming languages.

https://bernsteinbear.com/blog/discovering-basic-blocks/
Decorators in Python – How to enhance functions without changing the code?

Decorators in python allow you to dynamically change the functionality of another function, without ...

https://www.machinelearningplus.com/python/decorators-in-python-how-to-enhance-functions-without-changing-the-code/
Does Coding in Pythonic Zen Peak Performance?

https://arxiv.org/pdf/2203.14484.pdf
Time Series Forecasting with Ploomber, Arima, Python, and Slurm

In this post you will see how the authors took a raw .ipynb notebook that does time series forecasting with Arima, modularized it into a Ploomber pipeline, and ran parallel jobs on Slurm.

https://www.kdnuggets.com/2022/03/time-series-forecasting-ploomber-arima-python-slurm.html
Hands On Signal Processing with Python

From theory to practice: here’s how to perform frequency analysis, noise filtering and ...

https://towardsdatascience.com/hands-on-signal-processing-with-python-9bda8aad39de
The best way to store data in python & pandas.. spoiler: it's not CSV

In this video we discuss the best way to save off data as files using python and pandas. When you are working with large datasets there comes a time when you need to store your data. Most people turn to CSV files because they are easy to share and universally used. But there are much better options out there!

https://www.youtube.com/watch?v=u4rsA5ZiTls
Python f-strings Are More Powerful Than You Might Think

Learn about the unknown features of Python’s f-strings — the formatted string literals — and up your text formatting knowledge and skills.

https://martinheinz.dev/blog/70