Python Hub Weekly Digest for 2023-01-01
💖 Most Popular
Effective Python Async like a PRO
See some common mistakes when writing Python Async and learn how to avoid them to increase your code's performance.
Running Python inside ChatGPT
Running Python inside ChatGPT shows some amazing capabilities that ChatGPT has to understand Python code and evaluate it for you.
SkyPilot
SkyPilot is a framework for easily running machine learning workloads on any cloud through a unified interface.
petals
Easy way to run 100B+ language models without high-end GPUs. Up to 10x faster than offloading.
A year of building for the terminal
📖 Articles
SHI-Labs / Versatile-Diffusion
Versatile Diffusion: Text, Images and Variations All in One Diffusion Model, 2022
How To Setup Github Actions For CI/CD
Automating your CI/CD workflow just got easier with GitHub Actions. In this video, you'll learn how to set them up and find out how Pulumi's technology can help make the process faster and more efficient.
Has your password been pwned?
Or, how I almost failed to search a 37 GB text file in under 1 millisecond (in Python).
Stability-AI / stablediffusion
High-Resolution Image Synthesis with Latent Diffusion Models
Options to run pandas DataFrame.apply in parallel
In this article, I’ll survey a number of popular options for applying functions to pandas DataFrames in parallel.
t3l3machus / Villain
Villain is a Windows & Linux backdoor generator and multi-session handler that allows users to connect with sibling servers (other machines running Villain) and share their backdoor sessions, handy for working as a team.
facebookresearch / diplomacy_cicero
Code for Cicero, an AI agent that plays the game of Diplomacy with open-domain natural language negotiation.
PyPI malware creators are starting to employ Anti-Debug techniques
First time anti-debug techniques are discovered in PyPI malware. Read how these techniques are implemented, including analysis and tips from JFrog Security Research.
⚙️ Projects
Vertebrae
An application framework for building async Python micro services.
Coercer
A Python script to automatically coerce a Windows server to authenticate on an arbitrary machine through 12 methods.
aws-open-data-geo
A list of open geospatial datasets on AWS.
StableTuner
Stable Tuner wants to be the easiest and most complete Stable Diffusion tuner.
Reacton
A pure Python port of React for ipywidgets.
sdfstudio
A Unified Framework for Surface Reconstruction.
riffusion-inference
Stable diffusion for real-time music generation.
👾 Reddits
I know this isn't much, but I made Minesweeper using Python. Really proud how it turned out!
I've just started mixing shaders with Pygame and got some great results!
Project by Ruslan Keba. Since 2012. Powered by Python. Made in 🇺🇦Ukraine.