Cython 3.0.0

Cython 3.0.0 has been a very large effort that cleaned up many old warts, introduced many new features, and introduced a couple of intentional behavior changes, even though the goal remained to stay compatible as much as possible with Cython 0.29.x.

https://cython.readthedocs.io/en/latest/src/changes.html

Using ChatGPT to write Raspberry Pi Python code

Video demonstrates generating, running and editing code to control LEDs and servos connected to GPIO pins, as well as generating Python code to control a Raspberry Pi camera. But the method shown will work for any type of program, subject to the capabilities of ChatGPT.

https://www.youtube.com/watch?v=2vYf2CGxjZQ

codeinterpreter-api

Open source implementation of the ChatGPT Code Interpreter.

https://github.com/shroominic/codeinterpreter-api

vectordb

vectordb is a Pythonic vector database that offers a comprehensive suite of CRUD (Create, Read, Update, Delete) operations and robust scalability options, including sharding and replication.

https://github.com/jina-ai/vectordb

The Infinite Zoom Effect

How to turn outpainted image sequences created by Midjourney or other generative AI's into videos with an infinite zoom effect.

https://beltoforion.de/en/infinite_zoom/index.php

turboderp / exllama

A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.

https://github.com/turboderp/exllama

ShortGPT

An experimental AI framework for automated short/video content creation. Enables creators to rapidly produce, manage, and deliver content using AI and automation.

https://github.com/RayVentura/ShortGPT

llama-recipes

Examples and recipes for Llama 2 model.

https://github.com/facebookresearch/llama-recipes

pr-agent

An AI-Powered Tool for Automated PR Analysis, Feedback, Suggestions and More!

https://github.com/Codium-ai/pr-agent

Remote Development in PyCharm Professional Using Google Cloud Code

In this tutorial, we will walk you through how to use PyCharm and Cloud Code to enhance and optimize your developer productivity.

https://www.youtube.com/watch?v=cqIz9aR8bMk

Writing a 6502 emulator in Python

This  post details the author's experience of building a 6502 emulator entirely in Python, explaining the challenges faced and the step-by-step process to create a functional and efficient emulator for the vintage microprocessor architecture.

https://dailystuff.nl/projects/writing-a-6502-emulator-in-python

Python Web Conf 2023 Videos

Watch 80 talks, tutorials, and socials from Python Web Conf 2023 on Six Feet Up's YouTube channel. Explore videos about Python, Django, Kubernetes, AI/ML, Big Data, CI/CD, Serverless, Security, Climate Tech, and more. Learn a new tool. Inspire others to use technology for good.

https://www.youtube.com/playlist?list=PLt4L3V8wVnF4GJb8dekLGTNx44FNIFwdv

OpenDriveLab / UniAD

CVPR 2023 Best Paper Planning-oriented Autonomous Driving

https://github.com/OpenDriveLab/UniAD

How to Work With Time Series in Python?

A look at why Python is a great language for time-series analysis. Plus, tips for getting started today.

https://www.timescale.com/blog/how-to-work-with-tim/

KopikatAPI is Python library for interacting with the Kopikat API.

Kopikat project allows people to generative data augmentation. So people can enlarge and diversify datasets and is specifically helpful for datasets with up to 5,000 images.

https://github.com/onuralpszr/kopikatAPI