Implementation of Some Control Algorithms on a QuadCopter.
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
A large scale non-linear optimization library
CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python, Matlab/Octave, Julia or Javascript
Exploring Learning and Optimization for Robot Motion Planning and Control.
Randomized MPC on the GPU: gradient-free control of single-input systems with non-smooth, hybrid or nonconvex models.
Fast and embedded solvers for nonlinear optimal control and nonlinear model predictive control
Python interface for the SCIP Optimization Suite
An object-oriented algebraic modeling language in Python for structured optimization problems.
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
A package for the sparse identification of nonlinear dynamical systems from data
Official development repository for SUNDIALS - a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. Pull requests are welcome for bug fixes and minor changes.
Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.
With Uno, finally take full control of your SQP/barrier solver for nonlinearly constrained optimization
A Python native dynamical system simulation framework in the block diagram paradigm.
WannierNLQG is a Julia package for nonlinear responses and quantum-geometric quantities from Wannier tight-binding models.
An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations
Award winning software library for nonlinear dynamics and nonlinear timeseries analysis