This code implements a message passing algorithm for inference in dynamical systems. In particular, Expectation Propagation based on linearization is implemented, which generalizes the extended Kalman filter.
For a demo, run
demo.m
Reference:
[1] M. Deisenroth and S. Mohamed: Expectation Propagation in Gaussian Process Dynamical Systems, Advances in Neural Information Processing Systems, 2012