Science Score: 10.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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○codemeta.json file
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○.zenodo.json file
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○DOI references
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○Academic publication links
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✓Committers with academic emails
6 of 8 committers (75.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (10.1%) to scientific vocabulary
Repository
R Many-Objective Evolutionary Algorithms
Basic Info
- Host: GitHub
- Owner: dots26
- Language: R
- Default Branch: master
- Size: 359 KB
Statistics
- Stars: 6
- Watchers: 1
- Forks: 2
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
MaOEA 
The goal of MaOEA is to facilitate easy hybridization of algorithms for many objective optimization. In the package, several algorithms are available: SMS-EMOA, NSGA-III, and MO-CMA-ES. Each of these algorithms can be accessed independently. Using the main function, the algorithms can be called for specific number of iterations. Alternatively, if the hybridization follows a more complex rule, users may prefer to call the algorithm directly in their optimization loop. This will call the algorithm (i.e., the offspring generation and selection scheme) for a single iteration.
The package uses PyGMO (https://esa.github.io/pagmo2/) to compute hypervolume and hypervolume contribution.
Installation
You can install the released version of MaOEA from CRAN with:
r
install.packages("MaOEA")
Please note that MaOEA requires the users to have installed Python (see https://www.python.org) and being able to use the PyGMO module. Installation instruction for PyGMO is available in https://esa.github.io/pagmo2/install.html. Users can also try to use the function provided in the package:
r
MaOEA::install_python_dependencies()
Owner
- Name: Dani Irawan
- Login: dots26
- Kind: user
- Location: Gummersbach, DE
- Repositories: 1
- Profile: https://github.com/dots26
GitHub Events
Total
Last Year
Committers
Last synced: almost 3 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| Dani Irawan | i****i@y****m | 173 |
| Dani Irawan | i****n@D****l | 19 |
| Dani Irawan | i****n@p****E | 7 |
| Dani Irawan | i****n@p****E | 4 |
| Dani Irawan | i****n@p****E | 3 |
| Dani Irawan | i****n@p****E | 3 |
| Dani Irawan | i****n@p****E | 2 |
| Dani Irawan | i****n@p****E | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 12 months ago
All Time
- Total issues: 0
- Total pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Total issue authors: 0
- Total 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
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
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Top Labels
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Packages
- Total packages: 1
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Total downloads:
- cran 281 last-month
- Total docker downloads: 41,971
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 2
- Total maintainers: 1
cran.r-project.org: MaOEA
Many Objective Evolutionary Algorithm
- Homepage: https://github.com/dots26/MaOEA
- Documentation: http://cran.r-project.org/web/packages/MaOEA/MaOEA.pdf
- License: GPL (≥ 3)
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Latest release: 0.6.2
published almost 6 years ago
Rankings
Maintainers (1)
Dependencies
- MASS * imports
- e1071 * imports
- gtools * imports
- lhs * imports
- nnet * imports
- nsga2R * imports
- pracma * imports
- randtoolbox * imports
- reticulate * imports
- stats * imports
- stringr * imports
- utils * imports
- testthat * suggests