PythonHub

OpenAlgo Open Source Algo Trading Platform for Everyone. https://github.com/marketcalls/openalgo

VeOmni Scaling any Modality Model Training to any Accelerators with PyTorch native Training Framework. https://github.com/ByteDance-Seed/VeOmni

llm-compressor Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM. https://github.com/vllm-project/llm-compressor

Code DeepSeek V3 From Scratch in Python This video provides a comprehensive, step-by-step coding guide to understanding and implementing DeepSeek V3, a cutting-edge deep learning model. It covers key concepts like the attention mechanism, multihead latent attention (MLA), rotary positional embeddings (RoPE), and the mixture of experts (MoE) architecture, explaining the science behind it all. https://www.youtube.com/watch?v=5avSMc79V-w

curl-impersonate A special build of curl that can impersonate Chrome & Firefox. https://github.com/lwthiker/curl-impersonate

memo Memo is a simple command-line interface (CLI) tool for managing your Apple Notes (and eventually Apple Reminders). It’s written in Python and aims to offer a fast, keyboard-driven way to create, search, and organize notes and reminders straight from your terminal. https://github.com/antoniorodr/memo

arxiv-mcp-server A Model Context Protocol server for searching and analyzing arXiv papers. https://github.com/blazickjp/arxiv-mcp-server

I made a simple Artificial Life simulation software with python https://www.reddit.com/r/Python/comments/1jwzv2h/i_made_a_simple_artificial_life_simulation/

nano-aha-moment Single File, Single GPU, From Scratch, Efficient, Full Parameter Tuning library for "RL for LLMs" https://github.com/McGill-NLP/nano-aha-moment

Reproducing word2vec with JAX This article reproduces the word2vec model using JAX, explaining the CBOW architecture and its implementation. It trains word embeddings and demonstrates how to find word similarities and analogies using the trained model, comparing it to modern text embeddings used in LLMs. https://eli.thegreenplace.net/2025/reproducing-word2vec-with-jax/

Python at the Speed of Rust https://blog.fxn.ai/python-at-the-speed-of-rust/

Build a Desktop Sticky Notes Application with PySide6 & SQLAlchemy This post provides a step-by-step guide to creating a desktop sticky notes application using PySide6, covering GUI setup, styling, and adding functionality like movable notes and a system tray icon. It explains how to build a simple, frameless note window, enable dragging, and manage multiple notes, with code examples for each stage. https://www.pythonguis.com/examples/pyside6-desktop-sticky-notes/

adk-python An open-source, code-first Python toolkit by Google for building, evaluating, and deploying sophisticated AI agents with flexibility and control. https://github.com/google/adk-python

Slipstream - a python library for stateful stream processing https://slipstream.readthedocs.io/en/1.0.1/

no-code-architects-toolkit The NCA Toolkit API eliminates monthly subscription fees by consolidating common API functionalities into a single FREE API. Designed for businesses, creators, and developers, it streamlines advanced media processing, including video editing and captioning, image transformations, cloud storage, and Python code execution. https://github.com/stephengpope/no-code-architects-toolkit

Django: what’s new in 5.2 This post highlights key new features in Django 5.2, including automatic model importing in the shell, support for composite primary keys, and a simplified way to override BoundField on forms. https://adamj.eu/tech/2025/04/07/django-whats-new-5.2/

any-agent A single interface to different Agent frameworks. https://github.com/mozilla-ai/any-agent

Shadowing in Python gave me an UnboundLocalError This article discusses a common Python pitfall where shadowing a variable within a function can lead to an UnboundLocalError due to Python's scoping rules. It explains that if a variable is bound anywhere in a function, it's considered local to the entire function, even before it's initialized, which can cause unexpected errors. https://ntietz.com/blog/pythons-shadowing-behavior-always-surprises-me/

Inside the CodeBot: A Gentle Introduction to How LLMs Understand Nullability The article explores how large language models (LLMs) comprehend the concept of nullability in programming. It discusses methods for evaluating LLMs' understanding of nullable types and introduces techniques to probe their internal representations regarding null values. https://dmodel.ai/nullability-gentle/

Mobile-VideoGPT Fast and Accurate Video Understanding Language Model. https://github.com/amshaker/mobile-videogpt