akibahmed229/WeatherForecasting

Realtime Weather Forecasting using Machine Learning

Weather Forecasting Project

This project leverages machine learning to predict weather patterns, including rain forecasts and future temperature/humidity predictions, and displays them via a Django web interface.

How to Run the Project

You can run the project using Docker or Python.

Option 1: Using Docker

1. Clone the repository:

   git clone https://github.com/akibahmed229/WeatherForecasting

2. Navigate to the project directory:

   cd WeatherForecasting

3. Build and run the Docker container:

   docker compose up

Option 2: Using Python

1. Set up a virtual environment:

   python -m venv ./venv

2. Activate the virtual environment:

   • Linux/macOS:

     source ./venv/bin/activate

   • Windows:

     .\venv\Scripts\activate

3. Install the required dependencies:

   pip install -r requirements.txt

4. Run the Django server:

   python manage.py runserver

Access the Application

Once the server is running, you can access the application at:

http://localhost:8000