Top 11 parameter-estimation open source projects

Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions

Framework for dynamical system identification of floating-base rigid body tree structures

python Parameter EStimation TOolbox

FMI-compliant Model Estimation in Python

Lightweight and easy generation of quasi-Monte Carlo sequences with a ton of different methods on one API for easy parameter exploration in scientific machine learning (SciML)

Advanced Multilanguage Interface to CVODES and IDAS

A python-package for handling well based field campaigns.

Parameter estimation for dynamical models using high-performance computing, batch and mini-batch optimizers, and dynamic load balancing.

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

A library for using direct collocation in the optimization of dynamic systems.

Fast and automatic structural identifiability software for ODE systems