eightBEC/fastapi-ml-skeleton
FastAPI Skeleton App to serve machine learning models production-ready.
Includes API key authentication via environment variables, comprehensive test coverage with `tox` automation, and integrated linting/formatting tools (isort, mypy, flake8, black, bandit). The skeleton provides a complete project structure with Pydantic v2 validation, interactive API documentation via Swagger UI, and environment-based configuration for rapid ML model deployment on FastAPI with Uvicorn.
600 stars.
Stars
600
Forks
91
Language
Python
License
Apache-2.0
Category
Last pushed
Jan 08, 2026
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/eightBEC/fastapi-ml-skeleton"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Related frameworks
satellite-image-deep-learning/model-training-and-deployment
Training and deployment of deep learning models for satellite & aerial imagery
MarwanDebbiche/post-tuto-deployment
Build and deploy a machine learning app from scratch 🚀
BolajiAyodeji/deploy-ml-web-workshop
In this workshop, you will learn how to build a machine learning model using...
codingforentrepreneurs/AI-as-an-API
Learn to create & deploy a deep learning algorithm into a production REST API microservice using...
kingabzpro/FastAPI-for-ML
Building a simple FastAPI application for model inference.