fastapi-ml-skeleton and FastAPI-for-ML
These are competitors—both provide production-ready FastAPI scaffolding for ML model serving, with the first offering a more mature skeleton template (600 stars) versus the second's simpler introductory implementation.
About fastapi-ml-skeleton
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.
About FastAPI-for-ML
kingabzpro/FastAPI-for-ML
Building a simple FastAPI application for model inference.
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