oreganoli / python-project

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python-project

A university assignment app that exposes, through a JSON HTTP API, a machine-learning model that predicts housing prices in the Boston area through the linear regression algorithm. The model is trained using the Boston House Prices dataset available through Kaggle,

Live instance

A live instance of the app, with Swagger docs, is deployed at fly.io.

Build instructions

To build and use python-project on your local machine, ensure you have a functioning Python + pip installation, then use the following commands:

$ pip install -r requirements.txt
$ uvicorn app.main

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Language:Python 91.7%Language:Dockerfile 8.3%