This is an interactive textbook on state space models (SSM)
using the JAX Python library.
Some of the content is covered in other books
such as {cite}Sarkka13 and {cite}vol2.
However, we go into more detail, and focus on how to efficiently
implement the various algorithms in a "modern" computing environment,
exploiting recent progress
in automatic differentiation and parallel computing.