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The Top 23 Julia Optimization Open Source Projects

Open source projects categorized as Julia Optimization
Jump.jl ⭐ 2,093
Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)
most recent commit 3 months ago
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
most recent commit 3 months ago
Beautifulalgorithms.jl ⭐ 1,281
Concise and beautiful algorithms written in Julia
most recent commit 4 months ago
Optim.jl ⭐ 1,034
Optimization functions for Julia
most recent commit 3 months ago
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.
most recent commit 3 months ago
Blackboxoptim.jl ⭐ 411
Black-box optimization for Julia
most recent commit 4 months ago
Powermodels.jl ⭐ 357
A Julia/JuMP Package for Power Network Optimization
most recent commit 3 months ago
Mathoptinterface.jl ⭐ 351
An abstraction layer for mathematical optimization solvers.
most recent commit 3 months ago
Automlpipeline.jl ⭐ 331
A package that makes it trivial to create and evaluate machine learning pipeline architectures.
most recent commit 8 months ago
Metatheory.jl ⭐ 321
General purpose algebraic metaprogramming and symbolic computation library for the Julia programming language: E-Graphs & equality saturation, term rewriting and more.
most recent commit 3 months ago
Surrogates.jl ⭐ 302
Surrogate modeling and optimization for scientific machine learning (SciML)
most recent commit 3 months ago
Krylov.jl ⭐ 291
A Julia Basket of Hand-Picked Krylov Methods
most recent commit 4 months ago
Evolutionary.jl ⭐ 290
Evolutionary & genetic algorithms for Julia
most recent commit a year ago
Manopt.jl ⭐ 273
🏔️Manopt. jl – Optimization on Manifolds in Julia
most recent commit 3 months ago
Componentarrays.jl ⭐ 258
Arrays with arbitrarily nested named components.
most recent commit 4 months ago
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.
most recent commit 7 months ago
Sddp.jl ⭐ 257
Stochastic Dual Dynamic Programming in Julia
most recent commit 4 months ago
Powersimulations.jl ⭐ 249
Julia for optimization simulation and modeling of PowerSystems. Part of the Scalable Integrated Infrastructure Planning Initiative at the National Renewable Energy Lab.
most recent commit 3 months ago
Nlopt.jl ⭐ 243
Package to call the NLopt nonlinear-optimization library from the Julia language
most recent commit 3 months ago
Trajectoryoptimization.jl ⭐ 238
A fast trajectory optimization library written in Julia
most recent commit 2 years ago
Tufte_algorithms_book ⭐ 238
A template for textbooks in the same style as Algorithms for Optimization
most recent commit 3 years ago
Alpine.jl ⭐ 233
A Julia/JuMP-based Global Optimization Solver for Non-convex Programs
most recent commit 6 months ago
Metaheuristics.jl ⭐ 231
High-performance metaheuristics for optimization coded purely in Julia.
most recent commit 3 months ago
The 10 Latest Releases In Julia Optimization Open Source Projects
Optim.jl ⭐ 1,034
Optimization functions for Julia
latest release August 17, 2023most recent commit 3 months ago
Cplex.jl ⭐ 128
Julia interface for the CPLEX optimization software
latest release October 25, 2020most recent commit 5 months ago
Convexjlr ⭐ 10
Disciplined Convex Programming in R using Convex.jl.
total releases 5latest release December 16, 2018most recent commit 5 years ago
Ecos.jl ⭐ 39
Julia wrapper for the ECOS conic optimization solver
latest release June 11, 2017most recent commit a year ago
Leastsquaresoptim.jl ⭐ 43
Dense and Sparse Least Squares Optimization
latest release May 29, 2017most recent commit 7 months ago
Jumper.jl ⭐ 38
Julia for Mathematical Programming - extension for Robust Optimization
latest release October 14, 2016most recent commit 5 years ago
Blackboxoptim.jl ⭐ 411
Black-box optimization for Julia
latest release April 21, 2016most recent commit 4 months ago
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