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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

BlackBoxOptim

Black-box optimization for Julia

8

MathProgBase

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

9

LsqFit

Simple curve fitting in Julia

10

Regression

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

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

CPLEX

Julia interface for the CPLEX optimization software

16

StructJuMP

A block-structured optimization framework for JuMP

17

QuickCheck

QuickCheck specification-based testing for Julia

18

JuMPeR

Julia for Mathematical Programming - extension for Robust Optimization

19

Ipopt

Julia interface to the Ipopt nonlinear solver

20

ECOS

Julia wrapper for the ECOS conic optimization solver

21

SumOfSquares

Sum of Squares Programming for Julia

22

KNITRO

Julia interface to the Artelys Knitro solver

23

AmplNLWriter

Julia interface to AMPL-enabled solvers

24

SCIP

Julia interface to SCIP solver

25

Cbc

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

26

Mosek

Interface to the Mosek solver in Julia

27

CoinOptServices

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

28

SemidefiniteProgramming

Interface to semidefinite programming libraries.

29

LinearOperators

Linear Operators for Julia

30

GLPK

GLPK wrapper module for Julia