rBayesianOptimization
Bayesian Optimization of Hyperparameters
Science Score: 13.0%
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
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○DOI references
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○Academic publication links
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○Committers with academic emails
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (4.2%) to scientific vocabulary
Last synced: 11 months ago
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JSON representation
Repository
Bayesian Optimization of Hyperparameters
Basic Info
- Host: GitHub
- Owner: yanyachen
- Language: R
- Default Branch: master
- Size: 27.3 KB
Statistics
- Stars: 81
- Watchers: 12
- Forks: 21
- Open Issues: 29
- Releases: 0
Created about 10 years ago
· Last pushed over 2 years ago
Metadata Files
Readme
README.md
rBayesianOptimization
Bayesian Optimization of Hyper-parameters
A Pure R implementation of Bayesian Global Optimization with Gaussian Processes.
To install:
* the stable version from CRAN:
r
install.packages("rBayesianOptimization")
- the latest development version:
r devtools::install_github("yanyachen/rBayesianOptimization")
Owner
- Name: Yachen Yan
- Login: yanyachen
- Kind: user
- Repositories: 5
- Profile: https://github.com/yanyachen
GitHub Events
Total
- Issues event: 1
- Watch event: 3
- Issue comment event: 1
Last Year
- Issues event: 1
- Watch event: 3
- Issue comment event: 1
Committers
Last synced: about 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| yanyachen | y****n | 22 |
| yanyachen | y****1@g****m | 4 |
| David Shaub | d****b | 2 |
| Chris Kennedy | c****n@g****m | 1 |
Issues and Pull Requests
Last synced: over 2 years ago
All Time
- Total issues: 41
- Total pull requests: 5
- Average time to close issues: 1 day
- Average time to close pull requests: 16 days
- Total issue authors: 32
- Total pull request authors: 4
- Average comments per issue: 1.85
- Average comments per pull request: 0.2
- Merged pull requests: 2
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 1
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 1
- Pull request authors: 0
- Average comments per issue: 0.0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- MichaelChirico (6)
- BlindApe (3)
- asheetal (2)
- yilisg (2)
- tyokota (1)
- topepo (1)
- LordRudolf (1)
- danieltba (1)
- ramars (1)
- melondonkey (1)
- IanniMuliterno (1)
- eternalmothra (1)
- petbadger (1)
- scworland (1)
- Pickledtoads (1)
Pull Request Authors
- MichaelChirico (2)
- dashaub (1)
- ck37 (1)
- yonghuajiang (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
-
Total downloads:
- cran 1,124 last-month
- Total docker downloads: 43,537
- Total dependent packages: 4
- Total dependent repositories: 7
- Total versions: 4
- Total maintainers: 1
cran.r-project.org: rBayesianOptimization
Bayesian Optimization of Hyperparameters
- Homepage: https://github.com/yanyachen/rBayesianOptimization
- Documentation: http://cran.r-project.org/web/packages/rBayesianOptimization/rBayesianOptimization.pdf
- License: GPL-2
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Latest release: 1.2.1
published over 2 years ago
Rankings
Docker downloads count: 0.6%
Forks count: 3.3%
Stargazers count: 4.6%
Average: 7.4%
Dependent packages count: 9.3%
Dependent repos count: 11.1%
Downloads: 15.4%
Maintainers (1)
Last synced:
11 months ago
Dependencies
DESCRIPTION
cran
- R >= 2.10 depends
- GPfit * imports
- data.table >= 1.9.6 imports
- foreach * imports
- magrittr * imports
- stats * imports
- utils * imports
- xgboost * suggests