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Optimization.jl ⭐ 625

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.

Convex.jl ⭐ 535

A Julia package for disciplined convex programming

Cosmo.jl ⭐ 257

COSMO: Accelerated ADMM-based solver for convex conic optimisation problems (LP, QP, SOCP, SDP, ExpCP, PowCP). Automatic chordal decomposition of sparse semidefinite programs.

Scptoolbox.jl ⭐ 172

Sequential Convex Programming Toolbox for nonconvex trajectory optimization.

Clarabel.jl ⭐ 141

Clarabel.jl: Interior-point solver for convex conic optimisation problems in Julia.

Stackexchangecodes ⭐ 100

Codes related to answers on StackExchange Network.

Proxsdp.jl ⭐ 84

Semidefinite programming optimization solver

Structuredoptimization.jl ⭐ 67

Structured optimization in Julia

Mathoptsetdistances.jl ⭐ 24

Distances to sets for MathOptInterface

Graphicalmodellearning.jl ⭐ 18

Algorithms for Learning Graphical Models

Firstordersolvers.jl ⭐ 15

Large scale convex optimization solvers in julia

Convexjlr ⭐ 10

Disciplined Convex Programming in R using Convex.jl.

Ciaoalgorithms.jl ⭐ 9

Coordinate and Incremental Aggregated Optimization Algorithms

Katana.jl ⭐ 8

A Cutting-Plane Based Solver for Convex NLPs

Adaptive Proximal Algorithms ⭐ 7

A Julia package for adaptive proximal gradient and primal-dual algorithms

Clarabeldocs ⭐ 6

Documentation for the Clarabel interior point conic solver

Final project of Convex Optimization II to solve AC Optimal Power Flow with convex relaxations

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