NumPy Broadcasting Example

Overview

This project demonstrates the efficient array operations facilitated by NumPy broadcasting. Whether you're a beginner exploring NumPy or an experienced data scientist, this project will provide valuable insights into broadcasting and its applications in array manipulation. play with it!

Features

• Generate random datasets for demonstration
• Perform element-wise addition using broadcasting
• Visualize original datasets and the result

Installation

1. Clone the repository:

   git clone https://github.com/RavinduPabasara/broadcasting-example.git

2. Install dependencies:

   pip install -r requirements.txt

Usage

1. Navigate to the project directory:

   cd broadcasting-example

2. Run the main script:

   python main.py

Contributing

Contributions are welcome! If you'd like to contribute to this project, please follow these steps:

1. Fork the repository
2. Create a new branch (git checkout -b feature)
3. Make your changes
4. Commit your changes (git commit -am 'Add new feature')
5. Push to the branch (git push origin feature)
6. Create a new Pull Request

License

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

Acknowledgements

• Inspired by NumPy Broadcasting Documentation