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Top Pkgs Packages

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

Ipopt

Julia interface to the Ipopt nonlinear solver

17

JuMPeR

Julia for Mathematical Programming - extension for Robust Optimization

18

StructJuMP

A block-structured optimization framework for JuMP

19

AmplNLWriter

Julia interface to AMPL-enabled solvers

20

KNITRO

Julia interface to the Artelys Knitro solver

21

QuickCheck

QuickCheck specification-based testing for Julia

22

Cbc

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

23

Mosek

Interface to the Mosek solver in Julia

24

ECOS

Julia wrapper for the ECOS conic optimization solver

25

SumOfSquares

Sum of Squares Programming for Julia

26

CoinOptServices

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

27

SCIP

Julia interface to SCIP solver

28

GLPK

GLPK wrapper module for Julia

29

SemidefiniteProgramming

Interface to semidefinite programming libraries.

30

NonNegLeastSquares

Some nonnegative least squares solvers in Julia