Welcome to this workshop!
In this repository, you will find Jupyter Notebooks
Demo and
Hands-on
that walk you through step-by-step optimizations using a classic
n-body simulation.
We start with simple improvements like list comprehensions and
reducing operation counts, then move on to advanced techniques with
high-performance libraries such as NumPy and Google JAX,
just-in-time compilation, and GPU acceleration.
The result is a performance boost of over 1000x, empowering you to process complex datasets, train AI models, or run detailed simulations efficiently. Enjoy the journey and unlock Python's true potential!