unblob

Extract files from any kind of container formats.

https://github.com/onekey-sec/unblob

Build Real-World AWS Microservices with Python and FastAPI From Zero

This video will show you how to start from the absolute beginning of DevOps and build a real-world AWS microservice with Python and FastAPI.

https://www.youtube.com/watch?v=SqFFCTNyi88

Finding performance problems: profiling or logging?

What’s the difference between trace-based logging and profiling? Which should you use—do you need only one, or both? What’s the fastest way to find performance problems in production?

https://pythonspeed.com/articles/logging-vs-profiling/

PySearch

PySearch is a completely free search engine for querying python libraries using natural language descriptions of the properties of the functions you are looking for. The goal is to help you find the function you are looking for when you know what library its in, but not what its name is.

https://www.pysearch.com/

The spelled-out intro to neural networks and backpropagation: building micrograd

Andrej Karpathy gives the most step-by-step spelled-out explanation of backpropagation and training of neural networks. It only assumes basic knowledge of Python and a vague recollection of calculus from high school.

https://www.youtube.com/watch?v=VMj-3S1tku0

Anjok07 / ultimatevocalremovergui

GUI for a Vocal Remover that uses Deep Neural Networks.

https://github.com/Anjok07/ultimatevocalremovergui

Event-Driven Architecture with React and FastAPI

Learn about event-driven architecture by building a real-world project using FastAPI, React, and Redis.

https://www.youtube.com/watch?v=NVvIpqmf_Xc

Advanced Python: Achieving High Performance with Code Generation

If the phrase “hand-rolled bytecode” makes you laugh maniacally, this article is for you. If it makes you think “this is almost certainly a terrible idea,” then you have the right level of caution to be considering using it. This method is a powerful footgun and should be handled with care.

https://medium.com/@yonatanzunger/advanced-python-achieving-high-performance-with-code-generation-796b177ec79

How to Build a GPT-3 for Science

A GPT-3-like AI model for science would accelerate innovation and improve reproducibility. Creating it will require us to unlock research.

https://future.com/how-to-build-gpt-3-for-science/

bbot

OSINT automation for hackers.

https://github.com/blacklanternsecurity/bbot

Build Your Own Imagen Text-to-Image Model

Text-to-Image models have made great strides this year, from DALL-E 2 to the more recent Imagen model. In this tutorial learn how to build a minimal Imagen implementation - MinImagen.

https://www.assemblyai.com/blog/build-your-own-imagen-text-to-image-model/

BeauPy

A Python library of interactive CLI elements you have been looking for.

https://github.com/petereon/beaupy

t3l3machus / hoaxshell

An unconventional Windows reverse shell, currently undetected by Microsoft Defender and various other AV solutions, solely based on http(s) traffic.

https://github.com/t3l3machus/hoaxshell

Using Mypy in production at Spring

While Mypy adoption comes at a cost (via upfront and ongoing investment, a learning curve, etc.), I’ve found it invaluable for maintaining a large Python codebase.

https://notes.crmarsh.com/using-mypy-in-production-at-spring