Optimization Packages
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InformedDifferentialEvolution.jl2Implementation of Differential Evolution with optional custom predictors
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BARON.jl18A Julia interface to the BARON mixed-integer nonlinear programming solver
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AmplNLWriter.jl65A Julia interface to AMPL-enabled solvers
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TrafficAssignment.jl40Julia package for finding traffic user equilibrium flow
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CutPools.jl0Pools of cutting planes for JuMP models
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CUTEst.jl46Julia's CUTEst Interface
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BLOM.jl0In-progress Julia port of the Berkeley Library for Optimization Modeling
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DReal.jl4Nonlinear SMT solving using dReal
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LossFuns.jl20Julia implementation of predictors and loss functions for empirical risk minimization
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NODAL.jl35NODAL is an Open Distributed Autotuning Library in Julia
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LinearResponseVariationalBayes.jl2Julia tools for building simple variational Bayes models with JuMP
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Polyopt.jl16Julia package for polynomial optimization using semidefinite optimization.
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NLPModels.jl171Data Structures for Optimization Models
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MultiJuMP.jl61MultiJuMP enables the user to easily run multiobjective optimisation problems and generate Pareto fronts.
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ConicNonlinearBridge.jl5MathProgBase wrapper to solve conic optimization problems with derivative-based nonlinear solvers
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LeastSquaresOptim.jl53Dense and Sparse Least Squares Optimization
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HSL.jl45Julia interface to the HSL Mathematical Software Library
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OptimizationProblems.jl88Optimization Problems for Julia
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Munkres.jl20Munkres algorithm for the optimal assignment problem
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StochDynamicProgramming.jl62A package for discrete-time optimal stochastic control
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VinDsl.jl36A fast and furious domain-specific language for variational inference in Julia.
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Mads.jl101MADS: Model Analysis & Decision Support
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Mayday.jl7Sums-of-Squares optimization in Julia, powered by JuMP
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Xpress.jl65A Julia interface to the FICO Xpress Optimization suite
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Pajarito.jl131A solver for mixed-integer convex optimization
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JuGP.jl6A prototype JuMP extension for geometric programming
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CSDP.jl21A Julia interface to the Coin-OR solver CSDP
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ConstraintProgramming.jl63Calculate rigorously the feasible region for a set of real-valued inequalities with Julia
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SCIP.jl94Julia interface to SCIP solver
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StructuredOptimization.jl72Structured optimization in Julia
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CatViews.jl65Concatenated Array views in Julia.
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SumOfSquares.jl115Sum of Squares Programming for Julia
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ProximalOperators.jl130Proximal operators for nonsmooth optimization in Julia
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LineSearches.jl115Line search methods for optimization and root-finding
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Alpine.jl245A Julia/JuMP-based Global Optimization Solver for Non-convex Programs
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PolyJuMP.jl41A JuMP extension for Polynomial Optimization
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Manopt.jl314🏔️Manopt. jl – Optimization on Manifolds in Julia
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PiecewiseLinearOpt.jl51Solve optimization problems containing piecewise linear functions
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SDDP.jl295A JuMP extension for Stochastic Dual Dynamic Programming
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OSQP.jl68Julia interface for OSQP: The Operator Splitting QP Solver
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