PythonHub
2.36K subscribers
2.35K photos
49K links
News & links about Python programming.
https://pythonhub.dev/
Download Telegram
OpenDevin

An open-source project aiming to replicate Devin, an autonomous AI software engineer who is capable of executing complex engineering tasks and collaborating actively with users on software development projects.

https://github.com/OpenDevin/OpenDevin
Django: Write-up on optimizing the system check framework

The post discusses optimizations made to Django's system check framework, which had gained a reputation for being slow. The optimizations reduced the runtime of running checks on an example client project from 37ms to 18ms, a 50% reduction.

https://adamj.eu/tech/2024/03/23/django-optimizing-system-checks/
The wrong way to speed up your code with Numba

Numba can make your numeric code faster, but only if you use it right.

https://pythonspeed.com/articles/slow-numba/
Using breakpoints to explore your code

This post guides Python developers on effectively utilizing breakpoints to debug and explore code execution flow. It offers practical tips and examples to leverage breakpoints for better understanding and troubleshooting of Python code.

https://www.mostlypython.com/using-breakpoints-to-explore-your-code/
Can GPT Optimize My Taxes?

The post describes a web application that uses GPT-4 and the tenforty Python library to allow users to input tax scenarios and receive optimized tax calculations and recommendations. The application aims to provide a more flexible and personalized tax advisory experience compared to traditional tax software.

https://finedataproducts.com/posts/2024-03-10-tax-scenarios-with-ai/
Lightning-AI / litgpt

Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.

https://github.com/Lightning-AI/litgpt
Make Python DevEx

The article discusses the challenges of setting up a productive Python development environment and how using Make can help alleviate these barriers by automating the preparation of the development environment and expediting the test-driven development cycle. The author provides an example project that demonstrates how to use Make to improve the Python developer experience across multiple...

https://tech.target.com/blog/make-python-devex