Optimization Packages

CharibdeOptim.jl0

RankAggregation.jl2Rank aggregation in Julia

Surrogates.jl131Surrogate modeling and optimization for scientific machine learning (SciML)

Caching.jl16Memoization mechanism

Tulip.jl88Interiorpoint solver in pure Julia

EAGODomainReduction.jl2A Package for Domain Reduction in Global Optimization

NewOptimizer.jl5WIP for new optimizer for julia base

QuadDIRECT.jl25Global optimization without derivatives

EAGO.jl67A development environment for robust and global optimization

OSQP.jl37Julia interface for OSQP: The Operator Splitting QP Solver

PiecewiseLinearOpt.jl33Solve optimization problems containing piecewise linear functions

SumOfSquares.jl76Sum of Squares Programming for Julia

ConstraintProgramming.jl44Calculate rigorously the feasible region for a set of realvalued inequalities with Julia

CSDP.jl15Julia Wrapper for CSDP (https://projects.coinor.org/Csdp/)

JuGP.jl4A prototype JuMP extension for geometric programming

Xpress.jl33A Julia interface for the FICO Xpress optimization suite

Mayday.jl6SumsofSquares optimization in Julia, powered by JuMP

VinDsl.jl32A fast and furious domainspecific language for variational inference in Julia.

PowerLaws.jl4A Julia package for power laws distributions.

PortHamiltonian.jl1PortHamiltonian systems in Julia

Munkres.jl18Munkres algorithm for the optimal assignment problem

HSL.jl19Julia interface to the HSL Mathematical Software Library

ConicNonlinearBridge.jl5MathProgBase wrapper to solve conic optimization problems with derivativebased nonlinear solvers

NLPModels.jl76Data Structures for Optimization Models

Polyopt.jl14Julia package for polynomial optimization using semidefinite optimization.

LinearResponseVariationalBayes.jl1Julia tools for building simple variational Bayes models with JuMP

NODAL.jl29NODAL is an Open Distributed Autotuning Library in Julia

ConjugatePriors.jl34A Julia package to support conjugate prior distributions.

LossFuns.jl19Julia implementation of predictors and loss functions for empirical risk minimization

NEOS.jl25A Julia interface for the NEOS Optimisation Server

DReal.jl2Nonlinear SMT solving using dReal

AdaGram.jl158Adaptive Skipgram implementation in Julia

BLOM.jl0Inprogress Julia port of the Berkeley Library for Optimization Modeling

CUTEst.jl15Julia's CUTEst Interface

CutPools.jl0Pools of cutting planes for JuMP models

TrafficAssignment.jl22Julia package for finding traffic user equilibrium flow

AmplNLWriter.jl39Julia interface to AMPLenabled solvers

BARON.jl9Julia wrapper for the BARON mixedinteger nonlinear programming solver

InformedDifferentialEvolution.jl2Implementation of Differential Evolution with optional custom predictors

OptimizationServices.jl15Julia interface to COINOR Optimization Services https://projects.coinor.org/OS
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