fastapi/wine_ml_project
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wine_ml_project/docs/index.md

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Wine Quality Predictor

Overview

This is a machine learning service that predicts wine quality based on chemical properties. The service uses a pre-trained machine learning model and provides an API endpoint for predictions.

Features

  • Wine quality prediction based on chemical properties
  • RESTful API for programmatic access
  • Detailed input validation
  • Comprehensive documentation

Architecture

The service is built using:

  • FastAPI for the web framework
  • Scikit-learn for the machine learning model
  • Pandas and NumPy for data handling
  • Pydantic for input validation

Documentation