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Weather Prediction App — Decision Tree Regression

Quickstart

  1. Create virtualenv and install requirements: python -m venv .venv .venv\Scripts\activate # on Windows pip install -r requirements.txt

  2. Apply migrations and runserver: python manage.py migrate python manage.py runserver

  3. Workflow:

    • Upload weather data CSV at /upload/ (columns: date,city,temp_min,temp_max,humidity,wind_speed,rainfall,pressure,cloud_cover)
    • Explore data at /explore/
    • Train Decision Tree model at /train/
    • Predict temperature at /predict/
  4. UI uses Tailwind CSS via CDN for modern look.

  5. To create a zip of the project (from the parent folder): powershell Compress-Archive -Path weather_project -DestinationPath weather_project.zip

Visit http://127.0.0.1:8000/

About

The Weather Prediction App is a Django-based web application that makes weather data analysis simple and accessible

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