DifferentiableStateSpaceModels

Solve a model, optionally reusing a cache (which is assumed threadsafe)

generate_perturbation(m, p; p_f, cache, settings)

Details

Returns the solution

Return model from a stored module, creating as necessary . If the module is

• already included, it just returns the Module
• saved to disk but not already included, it does include
• not saved to disk, it saves it, includes it

The specification of a model_generator has a sepcification like H, mod_vals = model_generator() where H is an MTK expression the mod_vals can be splatted into the FirstOrderPerturbationModel or SecondOrderPerturbationModel constructor.

The name of the stored module is the name of model_generator function and the order.

Examples

julia> m = @include_example_module(Examples.rbc_observables_benchmark)  # stores or loads `.function_cache/rbc_observables_1.jl` 

julia> m = @include_example_module(Examples.rbc_observables_benchmark, 2) # second order, loads `.function_cache/rbc_observables_2.jl`