Popular GitHub Repositories for System Identification

A package for the sparse identification of nonlinear dynamical systems from data

A Python Package For System Identification Using NARMAX Models

A differentiable physics engine for robotics

SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations

System identification toolkit for multistep prediction using deep learning and hybrid methods.

Deep learning and evolutionary algorithms for identification of aerodynamic parameters

The official respository for noise-aware physics-informed machine learning (nPIML)

An experimental code base for system identification with Jax.