README.md

WeatherPlay 🌤️🎾

Welcome to the WeatherPlay project! This web application predicts whether it’s suitable to play a match based on weather conditions. Built with Python Flask, HTML, and CSS, it integrates a pre-trained Gaussian Naive Bayes machine learning model for accurate predictions.

🌟 Project Overview

This project demonstrates the integration of machine learning into a web application. The application uses a Gaussian Naive Bayes model to analyze weather conditions and determine match suitability. The interface is user-friendly and built with Flask for seamless interaction.

✨ Key Features

• 🔍 Machine Learning Integration: Uses a Gaussian Naive Bayes model to predict match suitability.
• 🌐 Multi-Page Interface: Developed with Flask, HTML, and CSS for an intuitive user experience.
• ⚡ Real-Time Predictions: Provides immediate feedback based on user input.

🛠️ Technologies Used

• Python: Server-side scripting and machine learning integration.
• Flask: Web framework for handling HTTP requests and routing.
• HTML/CSS: For structuring and styling the web pages.
• Scikit-learn: For implementing the Gaussian Naive Bayes model.

🚀 Getting Started

Follow these steps to set up and run the project on your local machine:

📋 Prerequisites

• Python 3.x
• Flask
• Scikit-learn

📥 Installation

1. Clone the repository:

   git clone https://github.com/Priyamjain1105/WeatherPlay.git
   cd WeatherPlay

2. Create and activate a virtual environment:

   python -m venv venv
   source venv/bin/activate  # On Windows use `venv\Scripts\activate`

3. Install the required dependencies:

   pip install -r requirements.txt

🏃 Running The Application

1. Start the Flask server:

   flask run

2. Open a web browser and navigate to:

   http://localhost:5000

🖥️ Usage

1. Enter Weather Data
   • Go to the prediction page and input the weather conditions such as temperature, humidity, and wind speed.
2. Submit and Get Prediction
   • Click submit to receive a prediction on whether it's suitable to play a match.
3. Explore the Interface
   • Use the navigation bar to visit different pages and access various features.

📂 Project Structure

WeatherPlay/
│
├── app.py                # Main Flask application
├── templates/            # HTML templates
│   ├── index.html        # Home page
│   ├── predict.html      # Prediction page
│   └── layout.html       # Base template
│
├── static/               # Static files (CSS, JS)
│   ├── styles.css        # Stylesheet
│
├── model/                # Pre-trained model
│   └── model.pkl         # Serialized model file
│
├── requirements.txt      # Project dependencies
└── README.md             # Project README file

📸 Screenshots

Home Page

Prediction Page (Weather Suitable)

Prediction Page (Weather Not Suitable)

🌟 Contributors

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

Feel free to suggest additional enhancements or provide feedback! Happy coding! 🎉