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News & links about Python programming.
https://pythonhub.dev/
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Synchrotron, a real-time DSP engine in pure Python

https://synchrotron.thatother.dev/
Llmswap – Python package to reduce LLM API costs by 50-90% with caching

https://pypi.org/project/llmswap
Why Are Not More People Using These Python Libraries?

Python’s standard library is one of its greatest strengths, but many developers only scratch the surface. This video explores 10 powerful and sometimes overlooked modules that can simplify your code, improve performance, and eliminate unnecessary dependencies. From dataclasses and pathlib to functools, graphlib, and heapq, you’ll see practical, real-world examples of how to use these too...

https://www.youtube.com/watch?v=F09EK4ztG34
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7 Drop-In Replacements to Instantly Speed Up Your Python Data Science Workflows

This article explains how to use drop-in replacements like NVIDIA cuDF, cuML, and cuGraph to dramatically speed up common Python data science workflows. It provides specific examples for accelerating popular libraries such as pandas, Polars, scikit-learn, and NetworkX on a GPU with minimal to no code changes.

https://developer.nvidia.com/blog/7-drop-in-replacements-to-instantly-speed-up-your-python-data-science-workflows/