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Search: nonlinear- Β· clear

pnnl / neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

β–² ~12/7d β˜… 1.4k Python 6d ago
casadi / casadi

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

β–² ~9/7d β˜… 2.3k C++ today
marunmurali / randomized-mpc

Randomized MPC on the GPU: gradient-free control of single-input systems with non-smooth, hybrid or nonconvex models.

β–² ~5/7d β˜… 28 Cuda 6d ago
acados / acados

Fast and embedded solvers for nonlinear optimal control and nonlinear model predictive control

β–² ~4/7d β˜… 1.5k C 1d ago
scipopt / PySCIPOpt

Python interface for the SCIP Optimization Suite

β–² ~4/7d β˜… 1.0k Cython today
Pyomo / pyomo

An object-oriented algebraic modeling language in Python for structured optimization problems.

β–² ~3/7d β˜… 2.6k Python 1d ago
jump-dev / JuMP.jl

Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

β–² ~2/7d β˜… 2.5k Julia today
dynamicslab / pysindy

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

β–² ~2/7d β˜… 1.9k Python 14d ago
llnl / sundials

Official development repository for SUNDIALS - a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. Pull requests are welcome for bug fixes and minor changes.

β–² ~2/7d β˜… 703 C today
SciML / Optimization.jl

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.

β–² ~1/7d β˜… 849 Julia 9d ago
cvanaret / Uno

With Uno, finally take full control of your SQP/barrier solver for nonlinearly constrained optimization

β–² ~1/7d β˜… 514 C++ today
pathsim / pathsim

A Python native dynamical system simulation framework in the block diagram paradigm.

β–² ~1/7d β˜… 511 Python today
ZhuochengLu / WannierNLQG

WannierNLQG is a Julia package for nonlinear responses and quantum-geometric quantities from Wannier tight-binding models.

β–² ~1/7d β˜… 31 Julia 25d ago
SciML / ModelingToolkit.jl

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

β–² ~0/7d β˜… 1.7k Julia today