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Top Packages Pkgs

1

JuMP

Modeling language for Mathematical Optimization (linear, mixed-integer, conic, semidefinite, nonlinear)

2

Optim

Optimization functions for Julia

3

Convex

A Julia package for disciplined convex programming

4

GeneticAlgorithms

A lightweight framework for writing genetic algorithms in Julia

5

NLopt

Package to call the NLopt nonlinear-optimization library from the Julia language

6

ProfileView

Visualization of Julia profiling data

7

MathProgBase

Solver-independent functions (i.e. linprog and mixintprog) and low-level interface for Mathematical Programming

8

BlackBoxOptim

Black-box optimization for Julia

9

Regression

Algorithms for regression analysis (e.g. linear regression and logistic regression)

10

LsqFit

Simple curve fitting in Julia

11

Lasso

Lasso/Elastic Net linear and generalized linear models

12

Gurobi

Julia interface for Gurobi Optimizer

13

Memoize

@memoize macro for Julia

14

SCS

Julia Wrapper for SCS (https://github.com/cvxgrp/scs)

15

StructJuMP

A block-structured optimization framework for JuMP

16

CPLEX

Julia interface for the CPLEX optimization software

17

QuickCheck

QuickCheck specification-based testing for Julia

18

Ipopt

Julia interface to the Ipopt nonlinear solver

19

JuMPeR

Julia for Mathematical Programming - extension for Robust Optimization

20

AmplNLWriter

Julia interface to AMPL-enabled solvers

21

ECOS

Julia wrapper for the ECOS conic optimization solver

22

KNITRO

Julia interface to the Artelys Knitro solver

23

SCIP

Julia interface to SCIP solver

24

SumOfSquares

Sum of Squares Programming for Julia

25

Cbc

Interface to the Coin-OR Cbc solver for mixed-integer programming

26

SemidefiniteProgramming

Interface to semidefinite programming libraries.

27

Mosek

Interface to the Mosek solver in Julia

28

CoinOptServices

Julia interface to COIN-OR Optimization Services https://projects.coin-or.org/OS

29

LinearOperators

Linear Operators for Julia

30

GLPKMathProgInterface

Interface between the GLPK.jl wrapper and MathProgBase.jl