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25 search results found

Ceres Solver ⭐ 3,463

A large scale non-linear optimization library

Jump.jl ⭐ 2,093

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

Pyomo ⭐ 1,759

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

Modelingtoolkit.jl ⭐ 1,292

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

A light-weight, Eigen-based C++ library for trajectory optimization for legged robots.

Nlopt.jl ⭐ 243

Package to call the NLopt nonlinear-optimization library from the Julia language

Represent trained machine learning models as Pyomo optimization formulations

HPC solver for nonlinear optimization problems

Nlpmodels.jl ⭐ 139

Data Structures for Optimization Models

A next-generation solver for nonlinearly constrained nonconvex optimization. Modular and lightweight, it unifies iterative methods (SQP vs interior points) and globalization techniques (filter method vs merit function, line search vs trust region method) in a single framework. Competitive against IPOPT, filterSQP, SNOPT, MINOS and CONOPT

Proximaloperators.jl ⭐ 122

Proximal operators for nonsmooth optimization in Julia

Proximalalgorithms.jl ⭐ 117

Proximal algorithms for nonsmooth optimization in Julia

Madnlp.jl ⭐ 106

A solver for nonlinear programming

Feloopy ⭐ 105

FelooPy: An integrated optimization environment for AutoOR in Python

Nonconvex.jl ⭐ 100

Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.

Nonlinear Optimization Algorithms ⭐ 62

MATLAB implementations of a variety of nonlinear programming algorithms.

Python API for AMPL

Solvertools.jl ⭐ 25

Tools for developing nonlinear optimization solvers.

Maddiff.jl ⭐ 16

An automatic differentiation and algebraic modeling package

Nlpmodelsipopt.jl ⭐ 16

A thin IPOPT wrapper for NLPModels

Colab.ampl.com ⭐ 14

AMPL Model Colaboratory

Sqp_solver ⭐ 10

[Experimental] A SQP solver implemented with Eigen.

Haleqo.jl ⭐ 6

HALeqO solver for nonlinear equality-constrained optimization

Nlp_comparison ⭐ 5

This repo collects results of nonlinear optimization solvers on standard benchmark problems

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