RcppDE

Rcpp port of Differential Evolution

https://github.com/eddelbuettel/rcppde

Science Score: 26.0%

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
  • Academic publication links
  • Committers with academic emails
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (7.6%) to scientific vocabulary

Keywords from Contributors

data-manipulation grammar rcpp embedded c-plus-plus-11 c-plus-plus-14 c-plus-plus-17 c-plus-plus-20 r-packages armadillo
Last synced: 10 months ago · JSON representation

Repository

Rcpp port of Differential Evolution

Basic Info
  • Host: GitHub
  • Owner: eddelbuettel
  • Language: C++
  • Default Branch: master
  • Size: 985 KB
Statistics
  • Stars: 15
  • Watchers: 6
  • Forks: 11
  • Open Issues: 1
  • Releases: 0
Created over 12 years ago · Last pushed 11 months ago
Metadata Files
Readme Changelog

README.md

RcppDE: Rcpp port of Differential Evolution

CI License CRAN r-universe Downloads Dependencies Last Commit

About

The package provides global optimization by differential evolution.

It uses an efficient C++ based implementation of the DEoptim function which performs global optimization by differential evolution. Its creation was motivated by trying to see if the old approximation "easier, shorter, faster: pick any two" could in fact be extended to achieving all three goals while moving the code from plain old C to modern C++. The initial version did in fact do so, but a good part of the gain was due to an implicit code review which eliminated a few inefficiencies which have since been eliminated in DEoptim.

Author

Dirk Eddelbuettel extending DEoptim by David Ardia, Katharine Mullen, Brian Peterson and Joshua Ulrich, which itself is based on DE-Engine by Rainer Storn.

Owner

  • Name: Dirk Eddelbuettel
  • Login: eddelbuettel
  • Kind: user
  • Location: Chicago, IL, USA

GitHub Events

Total
  • Issues event: 1
  • Issue comment event: 7
  • Push event: 6
Last Year
  • Issues event: 1
  • Issue comment event: 7
  • Push event: 6

Committers

Last synced: about 1 year ago

All Time
  • Total Commits: 196
  • Total Committers: 6
  • Avg Commits per committer: 32.667
  • Development Distribution Score (DDS): 0.133
Past Year
  • Commits: 7
  • Committers: 1
  • Avg Commits per committer: 7.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Dirk Eddelbuettel e****d@d****g 170
Ecthilisyk y****n@g****m 9
Max Coulter m****r@x****k 6
Johan Larsson j****n@o****m 5
Kevin Ushey k****y@g****m 4
Romain François r****n@r****m 2
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: about 1 year ago

All Time
  • Total issues: 4
  • Total pull requests: 15
  • Average time to close issues: 1 day
  • Average time to close pull requests: 1 day
  • Total issue authors: 4
  • Total pull request authors: 5
  • Average comments per issue: 5.5
  • Average comments per pull request: 1.33
  • Merged pull requests: 14
  • Bot issues: 0
  • Bot pull requests: 0
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
Top Authors
Issue Authors
  • sildeag (1)
  • ecosang (1)
  • Minderer (1)
  • maxecoulter (1)
  • kylebaron (1)
Pull Request Authors
  • eddelbuettel (7)
  • maxecoulter (2)
  • Ecthilisyk (2)
  • jolars (2)
  • kevinushey (1)
Top Labels
Issue Labels
Pull Request Labels

Packages

  • Total packages: 1
  • Total downloads:
    • cran 1,314 last-month
  • Total docker downloads: 43,453
  • Total dependent packages: 3
  • Total dependent repositories: 10
  • Total versions: 9
  • Total maintainers: 1
cran.r-project.org: RcppDE

Global Optimization by Differential Evolution in C++

  • Versions: 9
  • Dependent Packages: 3
  • Dependent Repositories: 10
  • Downloads: 1,314 Last month
  • Docker Downloads: 43,453
Rankings
Docker downloads count: 0.6%
Forks count: 6.3%
Average: 9.1%
Dependent repos count: 9.2%
Dependent packages count: 10.9%
Downloads: 13.1%
Stargazers count: 14.6%
Maintainers (1)
Last synced: 11 months ago