Shypd.aiThe largest open index of AI toolsfastapi-ml-skeleton is an Open Source & Models tool that provides a FastAPI skeleton application for serving machine learning models production-ready. It offers a preconfigured and tested codebase to accelerate machine learning project development.
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fastapi-ml-skeleton is an open-source FastAPI skeleton application designed to streamline the deployment of machine learning models into production environments. It provides a robust, preconfigured, and fully tested codebase, enabling developers to quickly build and serve ML models as RESTful APIs. The project emphasizes speed, ease of use, and security, leveraging the FastAPI framework. It includes a sample regression model for house price prediction to help users understand its functionality and accelerate their own projects. The skeleton supports Python 3.11+, uses Poetry for package management, and incorporates comprehensive linting and testing with tools like isort, mypy, flake, black, and bandit, ensuring high code quality and maintainability.
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Open Source
Free
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