How to profile a FastAPI asynchronous request

A short walkthrough of how to profile an HTTP request through an asynchronous FastAPI API handler.

https://blog.balthazar-rouberol.com/how-to-profile-a-fastapi-asynchronous-request

Color-diffusion

A diffusion model to colorize black and white images.

https://github.com/ErwannMillon/Color-diffusion

Functionary

Functionary is a language model that can interpret and execute functions/plugins.

https://github.com/MeetKai/functionary

LanceDB

Developer-friendly, serverless vector database for AI applications.

https://github.com/lancedb/lancedb

huggingface / trl

Train transformer language models with reinforcement learning.

https://github.com/huggingface/trl

The weirdest Python keyword

SummaryYou can create a very peculiar object using parenthesis on a comprehension:>>> ...

https://www.bitecode.dev/p/the-weirdest-python-keyword

A non-mathematical introduction to Kalman Filters for programmers

The post offers programmers a non-mathematical introduction to Kalman filters, explaining their practical applications and benefits in various fields without delving into complex mathematical details. It serves as a beginner-friendly guide for understanding the fundamentals and potential uses of Kalman filters in a programming context.

https://praveshkoirala.com/2023/06/13/a-non-mathematical-introduction-to-kalman-filters-for-programmers/

End-to-end Testing with Python and Playwright

Want to learn how to use Python and Playwright to automate end-to-end testing using GitHub Actions? This post shows you how to get started with Playwright, add an end-to-end test to help test an existing project that is hosted on GitHub, and automate running it using GitHub Actions.

https://sixfeetup.com/blog/end-to-end-testing-python-playwright

modelscope / modelscope

ModelScope: bring the notion of Model-as-a-Service to life.

https://github.com/modelscope/modelscope

FaceChain

FaceChain is a deep-learning toolchain for generating your Digital-Twin.

https://github.com/modelscope/facechain

Hacking Github AWS integrations again

Github supports roles instead of credentials of integrating CI/CD with AWS. It’s easy to misconfigure so let’s show the impact.

https://dagrz.com/writing/aws-security/hacking-github-aws-oidc/

Harvard CS50’s Artificial Intelligence with Python

This course from Harvard University explores the concepts and algorithms at the foundation of modern artificial intelligence, diving into the ideas that give rise to technologies like large language models, game-playing engines, handwriting recognition, and machine translation.

https://www.youtube.com/watch?v=5NgNicANyqM

Opendream

An extensible, easy-to-use, and portable diffusion web UI.

https://github.com/varunshenoy/opendream

pixi

pixi is a cross-platform, multi-language package manager and workflow tool build on the shoulders of the conda ecosystem. pixi supports Python, R, C/C++, Rust, Ruby, and many other languages.

https://github.com/prefix-dev/pixi