PythonHub

Nemesis An offensive data enrichment pipeline. https://github.com/SpecterOps/Nemesis

AudioLDM2 Text-to-Audio/Music Generation. https://github.com/haoheliu/AudioLDM2

Eliminating hallucinations (fast!) in Large Language Models with Finite State Machines In this blog, we introduce our method for regex-guided generation implemented in Outlines. https://blog.normalcomputing.ai/posts/2023-07-27-regex-guided-generation/regex-guided-generation.html

Introducing Immortal Objects for Python Instagram has introduced Immortal Objects – PEP-683 – to Python. Now, objects can bypass reference count checks and live throughout the entire execution of the runtime, unlocking exciting avenues for true parallelism. https://engineering.fb.com/2023/08/15/developer-tools/immortal-objects-for-python-instagram-meta/

a16z-infra / llama2-chatbot LLaMA v2 Chatbot https://github.com/a16z-infra/llama2-chatbot

How to write Python code people actually want to use https://www.reddit.com/r/Python/comments/15qx13e/how_to_write_python_code_people_actually_want_to/

youre-the-os A game where you are a computer's OS and you have to manage processes, memory and I/O events. https://github.com/plbrault/youre-the-os

The complex simplicity of my static websites A deep dive into using indentation-based languages like Python and Slim, to build beautiful websites and love the work of doing it till the end. https://alinpanaitiu.com/blog/complex-simplicity-of-static-websites/

pixi pixi is a cross-platform, multi-language package manager and workflow tool build on the shoulders of the conda ecosystem. pixi supports Python, R, C/C++, Rust, Ruby, and many other languages. https://github.com/prefix-dev/pixi

Opendream An extensible, easy-to-use, and portable diffusion web UI. https://github.com/varunshenoy/opendream

Harvard CS50’s Artificial Intelligence with Python This course from Harvard University explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like large language models, game-playing engines, handwriting recognition, and machine translation. https://www.youtube.com/watch?v=5NgNicANyqM

Videos from Python Web Conf 2023 Available on YouTube https://sixfeetup.com/company/news/80-talks-and-tutorials-from-2023-python-web-conference-released

Hacking Github AWS integrations again Github supports roles instead of credentials of integrating CI/CD with AWS. It’s easy to misconfigure so let’s show the impact. https://dagrz.com/writing/aws-security/hacking-github-aws-oidc/

FaceChain FaceChain is a deep-learning toolchain for generating your Digital-Twin. https://github.com/modelscope/facechain

modelscope / modelscope ModelScope: bring the notion of Model-as-a-Service to life. https://github.com/modelscope/modelscope

End-to-end Testing with Python and Playwright Want to learn how to use Python and Playwright to automate end-to-end testing using GitHub Actions? This post shows you how to get started with Playwright, add an end-to-end test to help test an existing project that is hosted on GitHub, and automate running it using GitHub Actions. https://sixfeetup.com/blog/end-to-end-testing-python-playwright

What are your best practices for coding in Python in the industry? https://www.reddit.com/r/Python/comments/15u6fey/what_are_your_best_practices_for_coding_in_python/

What does your Python dev environment look like? https://www.reddit.com/r/Python/comments/15vezni/what_does_your_python_dev_environment_look_like/

Python Hub Weekly Digest for 2023-08-20 https://pythonhub.dev/digest/2023-08-20/

A non-mathematical introduction to Kalman Filters for programmers The post offers programmers a non-mathematical introduction to Kalman filters, explaining their practical applications and benefits in various fields without delving into complex mathematical details. It serves as a beginner-friendly guide for understanding the fundamentals and potential uses of Kalman filters in a programming context. https://praveshkoirala.com/2023/06/13/a-non-mathematical-introduction-to-kalman-filters-for-programmers/