Numpy ufunc

A simple collection of NumPy universal function (ufunc) examples to understand element-wise operations, broadcasting, and creating custom ufuncs in Python.

What is a ufunc?

A ufunc (universal function) in NumPy is a function that operates on ndarrays in an element-wise fashion. They are fast and vectorized, making array operations efficient.

What's included?

• Basic built-in ufuncs (e.g., add, subtract, multiply, divide)
• Applying ufuncs with broadcasting
• Creating custom ufuncs using frompyfunc

Requirements

• Python 3.x
• NumPy

How to run

1. Clone this repository:

   git clone https://github.com/your-username/Numpy-ufunc.git

2. Install NumPy:

   pip install numpy

3. Open the Python files or Jupyter notebooks to explore the examples.

Author

Usama Israr Khan.

License

This project is open source and free to use.