The quantum state of a TCP port

If I navigate to https://blog.cloudflare.com/, my browser will connect to a remote TCP address from the local IP address assigned to my machine, and a randomly chosen local TCP port. What happens if I then decide to head to another site? Is it possible to establish a new TCP connection from the same local IP address and port?

https://blog.cloudflare.com/the-quantum-state-of-a-tcp-port/

Distributed Machine Learning at Instacart

How Instacart uses distributed Machine Learning to efficiently train thousands of models in production.

https://tech.instacart.com/distributed-machine-learning-at-instacart-4b11d7569423

evals

Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.

https://github.com/openai/evals

Working with Large Data Sets Made Easy: Understanding Pandas Data Types

In this video, we'll show you how to use the Pandas library to make working with large datasets easy. You'll learn about the different data types that Pandas supports and see some examples of how to use them to optimize your memory usage.

https://www.youtube.com/watch?v=uVy23GEehpc

PyVibe

Generate styled HTML pages from Python.

https://github.com/pycob/pyvibe

Building And Distributing A macOS Application Written in Python

Even with all the great tools we have, getting a macOS application written in Python all the way to a production-ready build suitable for end users can involve a lot of esoteric trivia.

https://blog.glyph.im/2023/03/py-mac-app-for-real.html

healthchecks

A cron monitoring tool written in Python & Django

https://github.com/healthchecks/healthchecks

dbt_linreg

Linear regression in SQL using dbt.

https://github.com/dwreeves/dbt_linreg

FateZero

PyTorch Implementation for "FateZero: Fusing Attentions for Zero-shot Text-based Video Editing".

https://github.com/ChenyangQiQi/FateZero

huggingface / peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

https://github.com/huggingface/peft

fauxpilot / fauxpilot

FauxPilot - an open-source GitHub Copilot server

https://github.com/fauxpilot/fauxpilot

Keeping the Cloudflare API 'all green' using Python-based testing

Scout is an automated system providing constant end to end testing and monitoring of live APIs over different environments and resources. Scout does it by periodically running self explanatory Python tests.

https://blog.cloudflare.com/keeping-cloudflare-api-all-green-using-python-based-testing/

Learn Django and Nuxt 3 by Building a Job Board

Learn how to build a job board from scratch using Django and Nuxt 3 (Vue 3). Other technologies you will learn about are Tailwind, Pinia, Django Rest Framework and much much more.

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

Python Platformer Game Tutorial for Beginners

Learn how to build a platformer game in Python. This game will have pixel-perfect collision, animated characters, and much much more!

https://www.youtube.com/watch?v=6gLeplbqtqg

Textual tutorial – build a TODO app in Python

Learn how to build a simple TODO app in Python with this step-by-step Textual tutorial.

https://mathspp.com/blog/textual-tutorial-build-a-todo-app-in-python