Local Identifiability Tools
StructuralIdentifiability.differentiate_solution — Functiondifferentiate_solution(ode, params, ic, inputs, prec)Input:
- the same as for
power_series_solutions
Output:
- a tuple consisting of the power series solution and a dictionary of the form
(u, v) => power series, whereuis a state variablevis a state or parameter, and the power series is the partial derivative of the functionuw.r.t.vevaluated at the solution
StructuralIdentifiability.differentiate_output — Functiondifferentiate_output(ode, params, ic, inputs, prec)Similar to differentiate_solution but computes partial derivatives of prescribed outputs returns a dictionary of the form y_function => Dict(var => dy/dvar) where dy/dvar is the derivative of y_function with respect to var.