SumOfSquares

Sum of Squares Programming for Julia

https://github.com/jump-dev/sumofsquares.jl

Science Score: 77.0%

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

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CITATION.cff file
Found CITATION.cff file
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codemeta.json file
Found codemeta.json file
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.zenodo.json file
Found .zenodo.json file
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DOI references
Found 3 DOI reference(s) in README
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Academic publication links
Links to: zenodo.org
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Committers with academic emails
3 of 25 committers (12.0%) from academic institutions
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Institutional organization owner
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JOSS paper metadata
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Scientific vocabulary similarity
Low similarity (8.9%) to scientific vocabulary

Keywords

julia optimization polynomials

Keywords from Contributors

fluxes optim sdp conic-programs matrix-exponential the-human-brain semidefinite-programming convex-optimization julialang chaos

Last synced: 4 months ago · JSON representation ·

Repository

Sum of Squares Programming for Julia

Basic Info

Host: GitHub
Owner: jump-dev
License: other
Language: Julia
Default Branch: master
Homepage: http://jump.dev/SumOfSquares.jl/
Size: 189 MB

Statistics

Stars: 124
Watchers: 16
Forks: 25
Open Issues: 53
Releases: 31

Topics

julia optimization polynomials

Created over 9 years ago · Last pushed 5 months ago

Metadata Files

Readme License Citation

README.md

SumOfSquares.jl

SumOfSquares.jl is a JuMP extension that, when used in conjunction with MultivariatePolynomials and PolyJuMP, implements a sum of squares reformulation for polynomial optimization.

License

SumOfSquares.jl is licensed under the MIT license.

Installation

Install SumOfSquares using Pkg.add: julia import Pkg Pkg.add("SumOfSquares")

Documentation

See https://jump.dev/SumOfSquares.jl/stable for the most recently tagged version of the documentation.

See https://jump.dev/SumOfSquares.jl/dev for the in-development version of the documentation.

Presentations

Some presentations on, or using, SumOfSquares (see blegat/SumOfSquaresSlides for the source code of the presentations):

Benoît Legat at JuMP-dev 2024 [Slides] [Video]
Benoît Legat at JuMP-dev 2023 [Slides]
Benoît Legat at SIAM DS 2023 [Slides]
Benoît Legat, Marek Kaluba and Tillmann Weisser at INFORMS 2022 [Slides]
Benoît Legat at POEMA Learning Week 2
Benoît Legat, Marek Kaluba and Tillmann Weisser at JuMP-dev 2021 [Slides]
Benoît Legat at INFORMS 2020 [Slides]
Tillmann Weisser, Benoît Legat, Chris Coey, Lea Kapelevich and Juan Pablo Vielma at JuliaCon 2019 [Slides] [Video]
Benoît Legat at CNLS 2019 [Slides]
Benoît Legat at EURO 2019 [Slides]
Benoît Legat at juliaday Nantes 2019 [Slides]
Benoît Legat at Summer School on Numerical Computing in Algebraic Geometry 2018 [Poster]
Benoît Legat at The First Annual JuMP-dev Workshop 2017 [Slides] [Video]
Joey Huchette at SIAM Opt 2017

Citing

See CITATION.bib.

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.

Citation (CITATION.bib)

@Conference{weisser2019polynomial,
  author    = {Weisser, Tillmann and Legat, Beno{\^\i}t and Coey, Chris and Kapelevich, Lea and Vielma, Juan Pablo},
  title     = {Polynomial and Moment Optimization in Julia and JuMP},
  booktitle = {JuliaCon},
  year      = {2019},
  url       = {https://pretalx.com/juliacon2019/talk/QZBKAU/},
}
@Conference{legat2017sos,
  author    = {Legat, Beno{\^\i}t and Coey, Chris and Deits, Robin and Huchette, Joey and Perry, Amelia},
  title     = {{Sum-of-squares optimization in Julia}},
  booktitle = {The First Annual JuMP-dev Workshop},
  year      = {2017},
}

GitHub Events

Total

Issues event: 9
Watch event: 7
Delete event: 7
Issue comment event: 28
Push event: 59
Pull request review comment event: 9
Pull request review event: 12
Pull request event: 25
Fork event: 4
Create event: 7

Last Year

Issues event: 9
Watch event: 7
Delete event: 7
Issue comment event: 28
Push event: 59
Pull request review comment event: 9
Pull request review event: 12
Pull request event: 25
Fork event: 4
Create event: 7

Committers

Last synced: 6 months ago

All Time

Total Commits: 700
Total Committers: 25
Avg Commits per committer: 28.0
Development Distribution Score (DDS): 0.104

Past Year

Commits: 25
Committers: 6
Avg Commits per committer: 4.167
Development Distribution Score (DDS): 0.2

Top Committers

Name	Email	Commits
Benoît Legat	b**t@g**m	627
tweisser	t**r@w**e	29
Joey Huchette	j**e@g**m	6
lkapelevich	l**h@g**m	6
Arpit Bhatia	a**9@i**n	4
Oscar Dowson	o****w	4
votroto	3****o	3
Marcelo Forets	m**s@g**m	2
Tadashi	t**o@g**m	2
github-actions[bot]	4****]	2
Aaron Moat	A****t	1
Antoine Aspeel	6****l	1
Carleton Coffrin	c**c@l**v	1
Chris C	c****y	1
Elliot Saba	s**t@g**m	1
Eric	5****n	1
Guillaume Berger	4****r	1
Jeremy Parker	j**r@g**m	1
Julia TagBot	5****t	1
Marek Kaluba	k**r@a**l	1
Miles Lubin	m**n@g**m	1
Richard Samuelson	4****c	1
Stephen Tu	t**l@g**m	1
Tony Kelman	t**y@k**t	1
Zdeněk Hurák	h**k@f**z	1

Committer Domains (Top 20 + Academic)

fel.cvut.cz: 1 kelman.net: 1 google.com: 1 amu.edu.pl: 1 lanl.gov: 1 iiitd.ac.in: 1

Issues and Pull Requests

Last synced: 4 months ago

All Time

Total issues: 44
Total pull requests: 174
Average time to close issues: 6 months
Average time to close pull requests: about 1 month
Total issue authors: 23
Total pull request authors: 14
Average comments per issue: 2.34
Average comments per pull request: 0.95
Merged pull requests: 118
Bot issues: 0
Bot pull requests: 25

Past Year

Issues: 8
Pull requests: 22
Average time to close issues: 20 days
Average time to close pull requests: 17 days
Issue authors: 6
Pull request authors: 6
Average comments per issue: 1.5
Average comments per pull request: 0.59
Merged pull requests: 15
Bot issues: 0
Bot pull requests: 3

View more stats

Top Authors

Issue Authors

blegat (15)
hurak (5)
jeremypparker (4)
baggepinnen (1)
araujoms (1)
JuliaTagBot (1)
sebastiendesignolle (1)
chriscoey (1)
iffanh (1)
htadashi (1)
YangBo17 (1)
innuo (1)
ArnaudKul (1)
tweisser (1)
AlexandreAmice (1)

Pull Request Authors

blegat (153)
github-actions[bot] (28)
odow (4)
kalmarek (3)
htadashi (2)
joehuchette (2)
jeremypparker (2)
samuelsonric (2)
aaspeel (2)
hurak (1)
tweisser (1)
chriscoey (1)
Zinoex (1)
schillic (1)

Top Labels

Issue Labels

bug (3) Type: Documentation (2) breaking (2)

Pull Request Labels

breaking (3) bug (1)

Packages

Total packages: 1
Total downloads:
- julia 39 total

Total dependent packages: 4
Total dependent repositories: 1
Total versions: 27

juliahub.com: SumOfSquares

Sum of Squares Programming for Julia

Homepage: http://jump.dev/SumOfSquares.jl/
Documentation: https://docs.juliahub.com/General/SumOfSquares/stable/
License: MIT
Latest release: 0.7.4
published 7 months ago

Versions: 27
Dependent Packages: 4
Dependent Repositories: 1
Downloads: 39 Total

Rankings

Forks count: 6.4%

Stargazers count: 6.6%

Dependent repos count: 7.8%

Average: 8.1%

Dependent packages count: 11.5%

Last synced: 4 months ago

Dependencies

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