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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

LsqFit

Simple curve fitting in Julia

9

MathProgBase

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

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

SparseRegression

Statistical Models with Regularization in Pure Julia

15

SCS

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

16

CPLEX

Julia interface for the CPLEX optimization software

17

JuMPeR

Julia for Mathematical Programming - extension for Robust Optimization

18

Ipopt

Julia interface to the Ipopt nonlinear solver

19

AmplNLWriter

Julia interface to AMPL-enabled solvers

20

StructJuMP

A block-structured optimization framework for JuMP

21

SumOfSquares

Sum of Squares Programming for Julia

22

Cbc

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

23

ECOS

Julia wrapper for the ECOS conic optimization solver

24

Mosek

Interface to the Mosek solver in Julia

25

QuickCheck

QuickCheck specification-based testing for Julia

26

KNITRO

Julia interface to the Artelys Knitro solver

27

CoinOptServices

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

28

SCIP

Julia interface to SCIP solver

29

NEOS

A Julia interface for the NEOS Optimisation Server

30

NLPModels

Data Structures for Optimization Models