Module
Dynestyx
Bayesian modeling and inference for dynamical systems in NumPyro
Dynestyx is an extension of NumPyro for first-class support of dynamical systems, with a unified interface to structured inference methods for state-space models.
Overview
Dynestyx is designed for Bayesian modeling and inference of dynamical systems. It extends NumPyro with first-class support for state-space models and gives modelers access to structured inference methods without tightly coupling model code to a single inference implementation.