JuMP

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

Science Score: 59.0%

This score indicates how likely this project is to be science-related based on various indicators:

○
CITATION.cff file
✓
codemeta.json file
Found codemeta.json file
✓
.zenodo.json file
Found .zenodo.json file
✓
DOI references
Found 11 DOI reference(s) in README
✓
Academic publication links
Links to: arxiv.org
✓
Committers with academic emails
9 of 164 committers (5.5%) from academic institutions
○
Institutional organization owner
○
JOSS paper metadata
○
Scientific vocabulary similarity
Low similarity (16.2%) to scientific vocabulary

Keywords

conic-programs julia linear-programming mathematical-modelling mathematical-programming mixed-integer-programming modeling-language nonlinear-programming optimization semidefinite-programming

Keywords from Contributors

numerical julialang programming-language optimizer convex-optimization polytope sciml data-structures graph-algorithms differential-equations

Last synced: 6 months ago · JSON representation

Repository

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

Basic Info

Host: GitHub
Owner: jump-dev
License: other
Language: Julia
Default Branch: master
Homepage: http://jump.dev/JuMP.jl/
Size: 329 MB

Statistics

Stars: 2,338
Watchers: 83
Forks: 408
Open Issues: 12
Releases: 85

Topics

conic-programs julia linear-programming mathematical-modelling mathematical-programming mixed-integer-programming modeling-language nonlinear-programming optimization semidefinite-programming

Created over 13 years ago · Last pushed 6 months ago

Metadata Files

Readme Changelog Contributing Funding License Code of conduct Citation

README.md

JuMP is a domain-specific modeling language for mathematical optimization embedded in Julia. You can find out more about us by visiting jump.dev.

Need help?

Use the Community forum to search for answers to previously asked questions, or ask a new question.

The post Please read: make it easier to help you, describes the best practices for asking a question.

Bug reports

Please report any issues via the GitHub issue tracker. All types of issues are welcome and encouraged; this includes bug reports, documentation typos, feature requests, etc.

Citing JuMP

If you find JuMP useful in your work, we kindly request that you cite the following paper (journal, preprint):

bibtex @article{Lubin2023, author = {Miles Lubin and Oscar Dowson and Joaquim {Dias Garcia} and Joey Huchette and Beno{\^i}t Legat and Juan Pablo Vielma}, title = {{JuMP} 1.0: {R}ecent improvements to a modeling language for mathematical optimization}, journal = {Mathematical Programming Computation}, volume = {15}, pages = {581589}, year = {2023}, doi = {10.1007/s12532-023-00239-3} }

For earlier works, see:

Our paper in SIAM Review (journal, pdf): bibtex @article{DunningHuchetteLubin2017, author = {Iain Dunning and Joey Huchette and Miles Lubin}, title = {{JuMP}: {A} {M}odeling {L}anguage for {M}athematical {O}ptimization}, journal = {SIAM Review}, volume = {59}, number = {2}, pages = {295-320}, year = {2017}, doi = {10.1137/15M1020575}, }
Our paper in IJOC (journal, preprint): bibtex @article{LubinDunningIJOC, author = {Miles Lubin and Iain Dunning}, title = {{C}omputing in {O}perations {R}esearch {U}sing {J}ulia}, journal = {INFORMS Journal on Computing}, volume = {27}, number = {2}, pages = {238-248}, year = {2015}, doi = {10.1287/ijoc.2014.0623}, }

JuMP is a Sponsored Project of NumFOCUS, a 501(c)(3) nonprofit charity in the United States. NumFOCUS provides JuMP with fiscal, legal, and administrative support to help ensure the health and sustainability of the project. Visit numfocus.org for more information.

You can support JuMP by donating.

Donations to JuMP are managed by NumFOCUS. For donors in the United States, your gift is tax-deductible to the extent provided by law. As with any donation, you should consult with your tax adviser about your particular tax situation.

JuMP's largest expense is the annual JuMP-dev workshop. Donations will help us provide travel support for JuMP-dev attendees and take advantage of other opportunities that arise to support JuMP development.

Owner

Name: JuMP-dev
Login: jump-dev
Kind: organization

Website: https://jump.dev/
Twitter: JuMPjl
Repositories: 54
Profile: https://github.com/jump-dev

An organization for the JuMP modeling language and related repositories.

GitHub Events

Total

Create event: 126
Commit comment event: 20
Release event: 8
Issues event: 90
Watch event: 131
Delete event: 115
Issue comment event: 487
Push event: 834
Pull request review event: 216
Pull request review comment event: 181
Pull request event: 272
Fork event: 18

Last Year

Create event: 126
Commit comment event: 20
Release event: 8
Issues event: 90
Watch event: 131
Delete event: 115
Issue comment event: 487
Push event: 834
Pull request review event: 216
Pull request review comment event: 181
Pull request event: 272
Fork event: 18

Committers

Last synced: 8 months ago

All Time

Total Commits: 4,323
Total Committers: 164
Avg Commits per committer: 26.36
Development Distribution Score (DDS): 0.705

Past Year

Commits: 170
Committers: 17
Avg Commits per committer: 10.0
Development Distribution Score (DDS): 0.176

Top Committers

Name	Email	Commits
Miles Lubin	m**n@g**m	1,275
Oscar Dowson	o****w	1,058
Benoît Legat	b**t@g**m	792
Joey Huchette	j**e@g**m	448
Iain Dunning	i**g@g**m	339
Joaquim Dias Garcia	j**a@g**m	31
Tony Kelman	t**y@k**t	27
Thibaut Cuvelier	c**t@g**m	27
James Foster	3****r	23
ccoffrin	c**n@c**m	14
Jonas Hoersch	c**a@p**e	12
Akshay Sharma	a**a@p**n	11
Mathieu Besançon	m**n@g**m	9
Yashvardhan Sharma	s**6@g**m	9
Yichao Yu	y**2@g**m	7
Mateus Araújo	m**n@g**m	7
Guilherme Bodin	3****n	7
rsaavedra	r**3@g**m	6
Joshua Pulsipher	3****r	6
andrewrosemberg	a**g@i**k	6
vrngupta53	v**3@g**m	5
yeesian	n**n@g**m	5
Jack Dunn	j**z@g**m	5
Jarrett Revels	j**s@g**m	5
Henrique Becker	h**1@g**m	5
Mohamed Tarek	m**8@g**m	4
Atsushi Sakai	a**b@g**m	4
Changhyun Kwon	c****n	4
Mathieu Tanneau	m**u@g**m	4
Rémi Garcia	4****a	3
and 134 more...

Committer Domains (Top 20 + Academic)

ele.puc-rio.br: 2 berkeley.edu: 2 iitk.ac.in: 1 mintvb.(none): 1 iiitd.ac.in: 1 telenet.be: 1 aleksei.dev: 1 imakshay.com: 1 disroot.org: 1 aluthge.com: 1 mayin.org: 1 rschwarz.net: 1 maths.ox.ac.uk: 1 icuity.com: 1 invenialabs.co.uk: 1 procol.in: 1 posteo.de: 1 coffrin.com: 1 kelman.net: 1 wuerfel.io: 1 oregonstate.edu: 1 informatik.uni-freiburg.de: 1 alum.mit.edu: 1 anl.gov: 1

Issues and Pull Requests

Last synced: 6 months ago

All Time

Total issues: 215
Total pull requests: 678
Average time to close issues: 2 months
Average time to close pull requests: 4 days
Total issue authors: 78
Total pull request authors: 38
Average comments per issue: 5.07
Average comments per pull request: 2.82
Merged pull requests: 602
Bot issues: 0
Bot pull requests: 0

Past Year

Issues: 58
Pull requests: 255
Average time to close issues: 4 days
Average time to close pull requests: 1 day
Issue authors: 23
Pull request authors: 16
Average comments per issue: 2.67
Average comments per pull request: 1.66
Merged pull requests: 214
Bot issues: 0
Bot pull requests: 0

View more stats

Top Authors

Issue Authors

odow (53)
blegat (21)
araujoms (13)
LebedevRI (13)
joaquimg (9)
jd-foster (6)
pulsipher (6)
zhx-11 (3)
hdavid16 (3)
sstroemer (3)
mlubin (3)
mitchphillipson (3)
gdalle (2)
mcosovic (2)
guimarqu (2)

Pull Request Authors

odow (645)
blegat (59)
araujoms (19)
jd-foster (17)
joaquimg (16)
LebedevRI (4)
Akshit222 (4)
mtanneau (3)
langestefan (3)
ArnoStrouwen (2)
LilithHafner (2)
guimarqu (2)
goerz (2)
Prasanthi-Peram (2)
fadihamad94 (2)

Top Labels

Issue Labels

Type: Bug (26) Type: Feature request (15) Type: Documentation (12) Type: Performance (12) Category: Nonlinear (12) Category: Containers (9) Type: Error Messages (7) Category: Modeling (5) Category: Internals (4) Category: Printing (4) Priority: High (4) Type: Enhancement (3) upstream (3) Category: SparseArrays (1) good first issue (1) Status: Help Wanted (1) Status: Needs developer call (1) Category: Solvers (1) Category: Extensions (1)

Pull Request Labels

Type: Documentation (39) Type: Bug (7) Category: Nonlinear (7) Status: Needs developer call (7) Type: Performance (2) Category: Containers (1) Category: Modeling (1)

Packages

Total packages: 1
Total downloads:
- julia 5,194 total

Total dependent packages: 281
Total dependent repositories: 220
Total versions: 74

juliahub.com: JuMP

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

Homepage: http://jump.dev/JuMP.jl/
Documentation: https://docs.juliahub.com/General/JuMP/stable/
License: MPL-2.0
Latest release: 1.28.0
published 7 months ago

Versions: 74
Dependent Packages: 281
Dependent Repositories: 220
Downloads: 5,194 Total

Rankings

Forks count: 0.1%

Stargazers count: 0.1%

Dependent repos count: 0.2%

Average: 0.2%

Dependent packages count: 0.3%

Last synced: 6 months ago

Dependencies

.github/workflows/TagBot.yml actions

JuliaRegistries/TagBot v1 composite

.github/workflows/aqua.yml actions

actions/checkout v1 composite
julia-actions/setup-julia latest composite

.github/workflows/ci.yml actions

actions/cache v1 composite
actions/checkout v2 composite
codecov/codecov-action v1 composite
julia-actions/julia-buildpkg v1 composite
julia-actions/julia-processcoverage v1 composite
julia-actions/julia-runtest v1 composite
julia-actions/setup-julia v1 composite

.github/workflows/doc_cleanup.yml actions

actions/checkout v2 composite

.github/workflows/documentation.yml actions

actions/checkout v2 composite
errata-ai/vale-action reviewdog composite
julia-actions/setup-julia latest composite

.github/workflows/format_check.yml actions

actions/checkout v1 composite
julia-actions/setup-julia latest composite

.github/workflows/extension-tests.yml actions

actions/cache v3 composite
actions/checkout v3 composite
julia-actions/julia-buildpkg v1 composite
julia-actions/setup-julia v1 composite