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partiallyseparablesolvers.jl

Trust-region methods with partitioned quasi-Newton approximations

https://github.com/juliasmoothoptimizers/partiallyseparablesolvers.jl

Science Score: 54.0%

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

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: zenodo.org
  • ○
    Committers with academic emails
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (12.8%) to scientific vocabulary

Keywords

julia optimization partial-separability quasi-newton
Last synced: 7 months ago · JSON representation ·

Repository

Trust-region methods with partitioned quasi-Newton approximations

Basic Info
  • Host: GitHub
  • Owner: JuliaSmoothOptimizers
  • License: other
  • Language: Julia
  • Default Branch: master
  • Homepage:
  • Size: 1.19 MB
Statistics
  • Stars: 10
  • Watchers: 3
  • Forks: 1
  • Open Issues: 5
  • Releases: 3
Topics
julia optimization partial-separability quasi-newton
Created almost 6 years ago · Last pushed over 1 year ago
Metadata Files
Readme License Citation Zenodo

README.md

PartiallySeparableSolvers : Trust-region methods with partitioned quasi-Newton approximations

| Documentation | Linux/macOS/Windows/FreeBSD | Coverage | DOI | |:-----------------:|:-------------------------------:|:------------:|:-------:| | docs-stable docs-dev | build-gh build-cirrus | codecov | doi |

How to cite

If you use PartiallySeparableSolvers.jl in your work, please cite using the format given in CITATION.bib.

Philosophy

PartiallySeparableSolvers.jl implements a partitioned quasi-Newton trust-region solvers for unconstrained optimization.

Compatibility

Julia ≥ 1.6.

How to install

pkg> add PartiallySeparableSolvers pkg> test PartiallySeparableSolvers

How to use

See the tutorial.

Dependencies

The module uses PartiallySeparableNLPModels.jl to detect the partially-separable structure and allocate related partitioned structures to perform partitioned quasi-Newton updates.

Bug reports and discussions

If you think you found a bug, feel free to open an issue. Focused suggestions and requests can also be opened as issues. Before opening a pull request, start an issue or a discussion on the topic, please.

If you want to ask a question not suited for a bug report, feel free to start a discussion here. This forum is for general discussion about this repository and the JuliaSmoothOptimizers, so questions about any of our packages are welcome.

Owner

  • Name: JuliaSmoothOptimizers
  • Login: JuliaSmoothOptimizers
  • Kind: organization
  • Location: DOI: 10.5281/zenodo.2655082

Infrastructure and Solvers for Continuous Optimization in Julia

Citation (CITATION.bib) 

@Misc{raynaud2022,
  author = {P. Raynaud },
  title = {{PartiallySeparableSolvers.jl}: Trust-region methods with partitioned quasi-{N}ewton approximations},
  month = {Month},
  howpublished = {\url{https://github.com/JuliaSmoothOptimizers/PartiallySeparableSolvers.jl}},
  year = {2022},
  DOI = {10.5281/zenodo.6940308}
}

GitHub Events

Total
  • Watch event: 2
  • Create event: 2
Last Year
  • Watch event: 2
  • Create event: 2

Committers

Last synced: 12 months ago

All Time
  • Total Commits: 134
  • Total Committers: 3
  • Avg Commits per committer: 44.667
  • Development Distribution Score (DDS): 0.224
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
RAYNAUD Paul (raynaudp) r****p@g****n 104
Paul Raynaud p****d@p****a 27
Dominique d****n@g****m 3
Committer Domains (Top 20 + Academic)
polymtl.ca: 1 grenoble-inp.lan: 1

Issues and Pull Requests

Last synced: 9 months ago

All Time
  • Total issues: 9
  • Total pull requests: 25
  • Average time to close issues: 2 months
  • Average time to close pull requests: 8 days
  • Total issue authors: 3
  • Total pull request authors: 3
  • Average comments per issue: 0.89
  • Average comments per pull request: 0.48
  • Merged pull requests: 24
  • Bot issues: 0
  • Bot pull requests: 6
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
View more stats
Top Authors
Issue Authors
  • paraynaud (7)
  • tmigot (1)
  • JuliaTagBot (1)
Pull Request Authors
  • paraynaud (17)
  • github-actions[bot] (6)
  • dpo (2)
Top Labels
Issue Labels
documentation (1)
Pull Request Labels
formatting (6) automated pr (6) no changelog (6)

Packages

  • Total packages: 1
  • Total downloads: unknown
  • Total dependent packages: 0
  • Total dependent repositories: 0
  • Total versions: 2
juliahub.com: PartiallySeparableSolvers

Trust-region methods with partitioned quasi-Newton approximations

  • Versions: 2
  • Dependent Packages: 0
  • Dependent Repositories: 0
Rankings
Dependent repos count: 9.9%
Average: 31.7%
Stargazers count: 37.7%
Dependent packages count: 38.9%
Forks count: 40.4%
Last synced: 8 months ago

Dependencies

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