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Wine Quality Prediction Web App

Python Flask sci-kit learn

  • This Web App predicts whether a wine is of low, medium or high quality. It takes quantity of alcohol, sulphur, volatile acidity, citric acid as input from the user and predicts the quality.

  • To run the app locally. Follow the steps:

    1. Download the code as ZIP file and extract it.
    2. Open terminal/command prompt inside the folder.
    3. Run pip install -r requirements.txt
    4. Run python app.py
    5. Put the url in browser
  • Notebook file and dataset is present inside static folder for reference.

  • To view the deployed model, visit the following link: https://anuragunnikannan.pythonanywhere.com

  • Here is a preview of the web app:

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  • Credits - Krish Naik, Stackoverflow, Flask Docs
  • License - GPL-3.0