ChristopherGS/ultimate-fastapi-tutorial
The Ultimate FastAPI Tutorial
The Ultimate FastAPI Tutorial
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
A modest collection of Python tox examples
Open source motion detection for grappling martial arts
Comparing Python API Frameworks
Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.
Every bus stop, route and timetable, using (Geo)Django and things
Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA
Universal skills loader for AI coding agents - npm i -g openskills
AI Observability & Evaluation
Quick illustration of how one can easily read books together with LLMs. It's great and I highly recommend it.
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
Context engineering is the new vibe coding - it's the way to actually make AI coding assistants work. Claude Code is the best for this so that's what this repo is centered around, but you can apply this strategy with any AI coding assistant!
structured outputs for llms
What are the principles we can use to build LLM-powered software that is actually good enough to put in the hands of production customers?
An example PydanticAI CLI app running on a cron job via Github Actions
Save or export your private and public Slack messages, threads, files, and users locally without admin privileges.
This is a quick + dirty script to automate web research, by utilising query persistence and query expansion, an AI agent can easily search across Tavily + Google for specific types of websites.
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
FastAPI framework, high performance, easy to learn, fast to code, ready for production
All Algorithms implemented in Python
Example of how to handle background processes with FastAPI, Celery, and Docker
Overview and tutorial of the LangChain Library
🐍💨 FastAPI Rocket Boilerplate to build an API based in Python with its most modern technologies!
Adapted from Luca Dellanna's: https://github.com/lucadellanna/Alice-and-Bob