Eric J Ma's Website

Magical NumPy with JAX | PyCon US 2021

NumPy with superpowers—automatic differentiation, JIT compilation, and seamless GPU acceleration for lightning-fast scientific computing.

NumPy is great, but what if it could be magical? JAX takes everything you love about NumPy and adds automatic differentiation, JIT compilation, and seamless GPU acceleration. In this tutorial, I'll show you how to write code that's both readable and lightning-fast, transforming your scientific computing from slow and sequential to fast and parallel. It's like NumPy, but with superpowers.