Dynestyx: A Probabilistic Programming Library for State-Space Models and Dynamical Systems

The article introduces dynestyx, a probabilistic programming library designed specifically for state-space models (SSMs) used in Bayesian analysis of dynamical systems. It addresses the difficulty of incorporating dynamical systems into modern probabilistic programming languages