Optimization Packages
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Optim.jl703Optimization functions for Julia
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Distributions.jl687A Julia package for probability distributions and associated functions.
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Convex.jl429A Julia package for disciplined convex programming
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StatsBase.jl337Basic statistics for Julia
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Distances.jl268A Julia package for evaluating distances (metrics) between vectors.
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BlackBoxOptim.jl263Black-box optimization for Julia
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ProfileView.jl190Visualization of Julia profiling data
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LsqFit.jl184Simple curve fitting in Julia
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AdaGram.jl158Adaptive Skip-gram implementation in Julia
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GeneticAlgorithms.jl157A lightweight framework for writing genetic algorithms in Julia
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NLopt.jl154Package to call the NLopt nonlinear-optimization library from the Julia language
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Surrogates.jl131Surrogate modeling and optimization for scientific machine learning (SciML)
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Gurobi.jl129Julia interface for Gurobi Optimizer
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Memoize.jl102@memoize macro for Julia
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Tulip.jl88Interior-point solver in pure Julia
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CPLEX.jl81Julia interface for the CPLEX optimization software
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MathProgBase.jl77Solver-independent functions (i.e. linprog and mixintprog) and low-level interface for Mathematical Programming
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SumOfSquares.jl76Sum of Squares Programming for Julia
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NLPModels.jl76Data Structures for Optimization Models
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Ipopt.jl68Julia interface to the Ipopt nonlinear solver
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EAGO.jl67A development environment for robust and global optimization
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LinearOperators.jl57Linear Operators for Julia
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GLPK.jl56GLPK wrapper module for Julia
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Cbc.jl53Interface to the Coin-OR Cbc solver for mixed-integer programming
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AutomotiveDrivingModels.jl52Driving simulation architecture for Julia
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FreqTables.jl50Frequency tables in Julia
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SCS.jl46Julia Wrapper for SCS (https://github.com/cvxgrp/scs)
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ConstraintProgramming.jl44Calculate rigorously the feasible region for a set of real-valued inequalities with Julia
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KNITRO.jl44Julia interface to the Artelys Knitro solver
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JuMPeR.jl43Julia for Mathematical Programming - extension for Robust Optimization
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StructJuMP.jl42A block-structured optimization framework for JuMP
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MOpt.jl41Simulated Method of Moments for Julia
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AmplNLWriter.jl39Julia interface to AMPL-enabled solvers
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OSQP.jl37Julia interface for OSQP: The Operator Splitting QP Solver
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Clp.jl34Interface to the Coin-OR Linear Programming solver (CLP)
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Mosek.jl34Interface to the Mosek solver in Julia
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CovarianceMatrices.jl34Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation for Julia.
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ConjugatePriors.jl34A Julia package to support conjugate prior distributions.
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PiecewiseLinearOpt.jl33Solve optimization problems containing piecewise linear functions
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Xpress.jl33A Julia interface for the FICO Xpress optimization suite
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