Challenge: Basics of JAX
Explore the basics of JAX by completing practical challenges that include creating arrays, generating random numbers, using indexed updates, inspecting jaxpr representations, and taking derivatives. This lesson helps you understand JAX fundamentals needed to optimize machine learning workflows with just-in-time compilation and automatic differentiation.
Perform the following tasks to practice your concepts based on the basics of JAX. The required JAX and NumPy libraries have already been imported for you.
Challenge 1: JAX arrays
Create an integer JAX ...