Optimization Packages
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OptimizationProblems.jl72Optimization Problems for Julia
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GalacticOptim.jl512Mathematical 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.
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Optimization.jl512Mathematical 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.
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InfiniteOpt.jl182An intuitive modeling interface for infinite-dimensional optimization problems.
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LinearOperators.jl134Linear Operators for Julia
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SIIPExamples.jl37Examples of how to use the modeling capabilities developed under the Scalable Integrated Infrastructure Planning Initiative at NREL.
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PowerSimulations.jl216Julia for optimization simulation and modeling of PowerSystems. Part of the Scalable Integrated Infrastructure Planning Initiative at the National Renewable Energy Lab.
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Caching.jl27Memoization mechanism
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JSOSolvers.jl44-
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Pajarito.jl116A solver for mixed-integer convex optimization
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NLopt.jl223Package to call the NLopt nonlinear-optimization library from the Julia language
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Coluna.jl161Branch-and-Price-and-Cut in Julia
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NEOs.jl4Jet transport-based Near-Earth Object orbital propagator and fitter in Julia
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Manopt.jl242🏔️Manopt. jl – Optimization on Manifolds in Julia
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Convex.jl510A Julia package for disciplined convex programming
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Optim.jl960Optimization functions for Julia
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PowerModelsACDC.jl35A hybrid AC/DC OPF package based on PowerModels.jl
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SumOfSquares.jl109Sum of Squares Programming for Julia
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MathOptInterface.jl308An abstraction layer for mathematical optimization solvers.
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Surrogates.jl281Surrogate modeling and optimization for scientific machine learning (SciML)
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RobustAndOptimalControl.jl42Robust and optimal design and analysis of linear control systems
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QuadDIRECT.jl45Global optimization without derivatives
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Gurobi.jl181Julia interface for Gurobi Optimizer
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Plasmo.jl110A Platform for Scalable Modeling and Optimization
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Mads.jl94MADS: Model Analysis & Decision Support
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InferOpt.jl78Combinatorial optimization layers for machine learning pipelines
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HSL.jl35Julia interface to the HSL Mathematical Software Library
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BilevelJuMP.jl90Bilevel optimization in JuMP
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ProfileView.jl304Visualization of Julia profiling data
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ProxSDP.jl80Semidefinite programming optimization solver
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DifferentiableTrajectoryOptimization.jl40Differentiable trajectory optimization in Julia.
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SDDP.jl220Stochastic Dual Dynamic Programming in Julia
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BlackBoxOptim.jl391Black-box optimization for Julia
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FrankWolfe.jl73Julia implementation for various Frank-Wolfe and Conditional Gradient variants
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CALIPSO.jl45Conic Augmented Lagrangian Interior-Point SOlver
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MultistartOptimization.jl57Multistart optimization methods in Julia.
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CatViews.jl62Concatenated Array views in Julia.
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MadNLP.jl84A solver for nonlinear programming
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LsqFit.jl266Simple curve fitting in Julia
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Nonconvex.jl91Toolbox for non-convex constrained optimization.
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