Top 9 sensitivity-analysis open source projects

Differential Algebra Computational Toolbox

U-Net for biomedical image segmentation

A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, and more for ODEs, SDEs, DDEs, DAEs, etc.

Advanced Multilanguage Interface to CVODES and IDAS

Multiphysics Finite Element package built on libMesh

OpenCossan is an open and free toolbox for uncertainty quantification and management.

Julia interface to Sundials, including a nonlinear solver (KINSOL), ODE's (CVODE and ARKODE), and DAE's (IDA) in a SciML scientific machine learning enabled manner

tools for scalable and non-intrusive parameter estimation, uncertainty analysis and sensitivity analysis

Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia