PythonHub

Show HN: Agency – Unifying human, AI, and other computing systems, in Python https://github.com/operand/agency

Understanding GPT tokenizers Large language models such as GPT-3/4, LLaMA and PaLM work in terms of tokens. They take text, convert it into tokens (integers), then predict which tokens should come next. Playing around with these tokens is an interesting way to get a better idea for how this stuff actually works under the hood. https://simonwillison.net/2023/Jun/8/gpt-tokenizers/

h2oai / h2ogpt Join us at H2O.ai to make the world's best open-source GPT with document and image Q&A, 100% private chat, no data leaks, Apache 2.0 https://arxiv.org/pdf/2306.08161.pdf https://github.com/h2oai/h2ogpt

Python GUIs https://www.pythonguis.com

Scalene: A high-performance, CPU, GPU, and memory profiler for Python https://github.com/plasma-umass/scalene

SQL Databases with Pandas and Python - A Complete Guide In this Python tuturial we talk all about connecting to SQL Databases with Python and Pandas. Python is the swiss army knife of data anaylsis, and relational databases are the most common way data is stored at small and large companies. Learning how to best connect the two is an essential skill for any data professional. https://www.youtube.com/watch?v=DiQ5Hni6oRI

gpt-engineer Specify what you want it to build, the AI asks for clarification, and then builds it. https://github.com/AntonOsika/gpt-engineer

Our Plan for Python 3.13 https://github.com/faster-cpython/ideas/blob/main/3.13/README.md

csunny / DB-GPT Revolutionizing Database Interactions with Private LLM Technology https://github.com/csunny/DB-GPT

Tools for Working With Time-Series Analysis in Python Just getting started with time-series analysis in Python? Here are the most common tools you can use to get started quickly. https://www.timescale.com/blog/tools-for-working-with-time-series-analysis-in-python/

OpenDAN OpenDAN is an open source Personal AI OS , which consolidates various AI modules in one place for your personal use. https://github.com/fiatrete/OpenDAN-Personal-AI-OS

Show HN: Python package for interfacing with ChatGPT with minimized complexity https://github.com/minimaxir/simpleaichat

Matting-Anything Matting Anything Model (MAM), an efficient and versatile framework for estimating the alpha matte of any instance in an image with flexible and interactive visual or linguistic user prompt guidance. https://github.com/SHI-Labs/Matting-Anything

nlpxucan / WizardLM Family of instruction-following LLMs powered by Evol-Instruct: WizardLM, WizardCoder https://github.com/nlpxucan/WizardLM

Benchmarking Python and Rust Async Web Server Performance Benchmarks showing how Python's Blacksheep and Uvicorn stack up to a Rust solution using Axum and ... https://codesolid.com/benchmarking-python-and-rust-async-web-server-performance/

Shreddit is a Python program to remove all your Reddit comments https://github.com/x89/Shreddit

Python for Finance: Pandas Resample, Groupby, and Rolling Learn how you can use resample, groupby, and rolling in pandas and supercharge your workflows with Ponder! https://ponder.io/python-for-finance-pandas-resample-groupby-and-rolling/

DeepFilterNet A Low Complexity Speech Enhancement Framework for Full-Band Audio (48kHz) using on Deep Filtering. https://github.com/Rikorose/DeepFilterNet

Image Dithering FAST In Python In this video, the concept of image dithering is explained, showcasing how dithering algorithms can effectively display images on black and white monitors while preserving reasonable contrast. The video provides coding examples utilizing packages like NumPy, Pillow, and Matplotlib to demonstrate the implementation of these algorithms. https://www.youtube.com/watch?v=Ld_cz1JwRHk

nixpkgs-python All Python versions, kept up-to-date on hourly basis using Nix. https://github.com/cachix/nixpkgs-python