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News & links about Python programming.
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“Externally managed environments”: when PEP 668 breaks pip

You’re on a new version of Linux, you try a pip install, and it errors out, talking about “externally managed environments” and “PEP 668”. What’s going on? How do you solve this?

https://pythonspeed.com/articles/externally-managed-environment-pep-668/
Trusted Publishing; how to publish to PyPI with Github Actions

https://pgjones.dev/blog/trusted-plublishing-2023/
Integrals 300X Faster in Python (DON'T use SciPy)

The video discusses the use of TorchQuad, which is a library of different integration techniques built using PyTorch functionality that utilizes GPU accelerated operations for faster computations. The video shows a basic example and goes on to demonstrate a physics problem and derivation of a four-dimensional integral that can be solved using TorchQuad library.

https://www.youtube.com/watch?v=GOiTF11umMo
Learning Physically Simulated Tennis Skills from Broadcast Videos

The research project "Vid2Player3D" by NVIDIA aims to develop a deep learning model that can convert 2D videos into 3D animations by leveraging temporal coherence and depth cues, enabling the generation of realistic 3D virtual characters from ordinary videos.

https://research.nvidia.com/labs/toronto-ai/vid2player3d
The Little Book of Deep Learning

A short introduction to deep learning. It aims at providing the necessary context to understand key recent AI models for image generation and language processing.

https://fleuret.org/public/lbdl.pdf
muellerberndt / mini-agi

MiniAGI is a minimal general-purpose autonomous agent based on GPT-3.5 / GPT-4. Can analyze stock prices, perform network security tests, create art, and order pizza.

https://github.com/muellerberndt/mini-agi
karrio

Karrio is an open-source shipping infrastructure for platform. With Karrio, you can build shipping experience into your platform, access a network of shipping carriers with a single API integration, automate fulfilment and improve logistics operations.

https://github.com/karrioapi/karrio