FAESM

A Drop-in Efficient Pytorch Implementation of ESM.

https://github.com/pengzhangzhi/faesm

Creating a Web App using only Python with Taipy

This tutorial teaches you how to create a web application with interactive charts and multiple pages using Python and the Taipy library. Taipy allows you to build these features without needing extensive web development experience.

https://www.youtube.com/watch?v=4F-266YnTkM

ai-hedge-fund

An AI-powered hedge fund that uses multiple agents to make trading decisions. The system employs several specialized agents working together.

https://github.com/virattt/ai-hedge-fund

Build a Stable Diffusion VAE From Scratch using Pytorch

Learn how to Build a Stable Diffusion VAE From Scratch using Pytorch. VAE stands for Variational Autoencoder. It's a type of Autoencoder and a neural network that trains using an unsupervised technique. They are widely used in Image generation models mainly on latent diffusion-based and GANs-based image generation models.

https://www.youtube.com/watch?v=kG9l41Dtuyo

Advanced Python Development Workflow in Emacs

This guide explores how to evolve Emacs into a robust Python IDE. Whether you’re writing simple scripts or managing large-scale projects, you’ll find a setup that aligns with your engineering needs and reflects the power of Emacs customization.

https://blog.serghei.pl/posts/emacs-python-ide/

PyData NYC 2024 Videos

PyData NYC 2024 talks videos are available now.

https://www.youtube.com/playlist?list=PLGVZCDnMOq0ohEIZ-_wM2W_xqSVjyA3dC

infinition / Bjorn

Bjorn is a powerful network scanning and offensive security tool for the Raspberry Pi with a 2.13-inch e-Paper HAT. It discovers network targets, identifies open ports, exposed services, and potential vulnerabilities. Bjorn can perform brute force attacks, file stealing, host zombification, and supports custom attack scripts.

https://github.com/infinition/Bjorn

judges

A small library of LLM judges.

https://github.com/quotient-ai/judges

Now I Know Why Most People Don’t Use gRPC

This video explores gRPC, a compelling alternative to REST that’s gaining traction in distributed systems. Watch until the end of the video to find out if it’s worth ditching REST for it.

https://www.youtube.com/watch?v=WpXs7e7kEoI

agenta

The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM Observability all in one place.

https://github.com/Agenta-AI/agenta

RAGLite

RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with PostgreSQL or SQLite.

https://github.com/superlinear-ai/raglite

Progresspal

A decentralized python iterable, function and log tracker.

https://github.com/levi2234/Progresspal

Squashing Django Migrations the Easy Way

The article outlines a step-by-step process for safely squashing Django migrations in large projects, using tools like django-model-info to visualize migration dependencies and identify safe linear paths for squashing. It emphasizes the importance of maintaining the migration graph's integrity, updating dependencies, and carefully deploying changes to reduce migration count without break...

https://jacklinke.com/squashing-django-migrations-the-easy-way

Lazy self-installing Python scripts with uv

The article introduces UV, a Python tool that streamlines script execution by managing dependencies automatically. It enables self-installing scripts with metadata for dependencies, eliminating the need for manual virtual environment setups or packaging. UV also offers tools to replace pipx and pyenv for Python installations and CLI tools.

https://treyhunner.com/2024/12/lazy-self-installing-python-scripts-with-uv/

Vanir

Vanir is a source code-based static analysis tool that automatically identifies the list of missing security patches in the target system. By default, Vanir pulls up-to-date CVEs from Open Source Vulnerabilities (OSV) together with their corresponding signatures so that users can transparently scan missing patches for an up-to-date list of CVEs.

https://github.com/google/vanir