IDEM Examples
Some assorted examples of inference and simulation using JAX-IDEM.
1 Simulation
(currently empty, though there is an example on the index page)
2 Bayesian Inference
2.1 Synthetic ‘Simplest case’
2.2 Sydney Radar
The Sydney Radar Dataset (from …) is a good example of a spatially invariant kernel IDEM (where flow is consistant across space).
The example is explored here.
3 Other
3.1 Non-IDEM filtering
While the filters in jaxidem are built for filtering IDEMs, we can use the filtering techniques for general Dynamic Linear Models. A simple tracking example is given here