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
3 of 12 committers (25.0%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (3.9%) to scientific vocabulary
Repository
Gamma lasso regression
Statistics
- Stars: 23
- Watchers: 9
- Forks: 9
- Open Issues: 1
- Releases: 0
Metadata Files
README.md
The Gamma Lasso
This package implements the gamma lasso algorithm for regularization paths corresponding to a range of non-convex cost functions between L0 and L1 norms. As much as possible, usage is analogous to that for the glmnet package (which does the same thing for penalization between L1 and L2 norms).
The CRAN page is at https://CRAN.R-project.org/package=gamlr.
If you use gamlr, please cite Taddy (2017), One-step estimator paths for concave regularization, Journal of Computational and Graphical Statistics.
Owner
- Name: TaddyLab
- Login: TaddyLab
- Kind: organization
- Website: http://taddylab.com
- Repositories: 15
- Profile: https://github.com/TaddyLab
GitHub Events
Total
- Watch event: 1
Last Year
- Watch event: 1
Committers
Last synced: almost 3 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| matt taddy | t****y@c****u | 118 |
| mataddy | m****y@o****m | 53 |
| Taddy | m****y | 24 |
| taddy | m****y@a****m | 13 |
| mataddy | m****y@g****m | 12 |
| Kushal K Dey | k****y@g****m | 6 |
| mt | m****y@e****m | 6 |
| Nelson Auner | n****r@g****m | 3 |
| Taddy | m****y@a****m | 1 |
| walterwzhang | w****g@u****u | 1 |
| Matt Taddy | t****y@m****m | 1 |
| Richard Li | l****g@u****u | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 12 months ago
All Time
- Total issues: 14
- Total pull requests: 3
- Average time to close issues: 4 months
- Average time to close pull requests: 4 days
- Total issue authors: 5
- Total pull request authors: 3
- Average comments per issue: 2.21
- Average comments per pull request: 0.67
- Merged pull requests: 3
- 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
- mataddy (10)
- walterwzhang (1)
- kennyjoseph (1)
- pjgorski (1)
- brandonwillard (1)
Pull Request Authors
- richardli (1)
- nelsonauner (1)
- walterwzhang (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 1
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Total downloads:
- cran 635 last-month
- Total docker downloads: 43,390
- Total dependent packages: 3
- Total dependent repositories: 7
- Total versions: 17
- Total maintainers: 1
cran.r-project.org: gamlr
Gamma Lasso Regression
- Homepage: https://github.com/TaddyLab/gamlr
- Documentation: http://cran.r-project.org/web/packages/gamlr/gamlr.pdf
- License: GPL-3
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Latest release: 1.13-8
published over 3 years ago
Rankings
Maintainers (1)
Dependencies
- Matrix * depends
- R >= 2.15 depends
- graphics * depends
- methods * depends
- stats * depends
- parallel * suggests