AMICI provides a multi-language (Python, C++, Matlab) interface for the SUNDIALS solvers CVODES (for ODEs) …

adjoint-sensitivities cvodes forward-sensitivities idas kinetic-modeling mechanistic-models sbml sensitivities sensitivity-analysis simulation systemsbiology