We slightly churned our project idea from the original algorithm implementation into an inclusion of a
StructuralIdentifiability.jl package develop by my colleague Gleb Pogudin. The package is currently part of SciML with more updates to come!
Here is a list of things it can do:
- check local identifiability of parameters
- check global identifiability of parameters
- check for identifiable functions (work-in-progress feature)
We plan to add more tutorials, finalize registering the package, and make it compatible with ODE systems defined in other SciML projects!