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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 [Sar13] and [Mur23]. 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.
There's unfortunately not much to read here yet...
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