mboost
Boosting algorithms for fitting generalized linear, additive and interaction models to potentially high-dimensional data. The current relase version can be found on CRAN (http://cran.r-project.org/package=mboost).
Science Score: 23.0%
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
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
3 of 19 committers (15.8%) from academic institutions -
○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (12.8%) to scientific vocabulary
Keywords
Repository
Boosting algorithms for fitting generalized linear, additive and interaction models to potentially high-dimensional data. The current relase version can be found on CRAN (http://cran.r-project.org/package=mboost).
Basic Info
Statistics
- Stars: 75
- Watchers: 13
- Forks: 25
- Open Issues: 32
- Releases: 0
Topics
Metadata Files
README.md
mboost
mboost implements boosting algorithms for fitting generalized linear, additive and interaction models
to potentially high-dimensional data.
Using mboost
For installation instructions see below.
Instructions on how to use mboost can be found in various places:
- Have a look at the tutorials:
- mboost tutorial
- mboost 2.0
- Visit the project homepage and see further tutorials and references there.
Issues & Feature Requests
For issues, bugs, feature requests etc. please use the GitHub Issues.
Installation Instructions
Current version (from CRAN):
r install.packages("mboost")Latest patch version (patched version of CRAN package; under development) from GitHub:
r library("devtools") install_github("boost-R/mboost") library("mboost")Latest development version (version with new features; under development) from GitHub:
r library("devtools") install_github("boost-R/mboost", ref = "devel") library("mboost")
To be able to use the install_github() command, one needs to install devtools first:
r
install.packages("devtools")
Owner
- Name: boost-R
- Login: boost-R
- Kind: organization
- Repositories: 5
- Profile: https://github.com/boost-R
Model-based boosting methods for R
GitHub Events
Total
- Watch event: 3
- Push event: 1
Last Year
- Watch event: 3
- Push event: 1
Committers
Last synced: about 2 years ago
Top Committers
| Name | Commits | |
|---|---|---|
| thothorn | t****n@e****b | 477 |
| hofner | h****r@e****b | 275 |
| Benjamin Hofner | b****r@p****e | 163 |
| Benjamin Hofner | b****r@f****e | 144 |
| schmidm | s****m@e****b | 69 |
| Torsten Hothorn | t****n@u****h | 54 |
| thothorn | 3****n | 13 |
| fabian | f****n@e****b | 9 |
| Mikko Korpela | m****l@i****i | 8 |
| kneib | k****b@e****b | 7 |
| mayrandy | a****r@f****e | 6 |
| sbrockhaus | s****s@s****e | 6 |
| sobotka | s****a@e****b | 6 |
| mayrandy | a****r@u****e | 1 |
| Torsten Hothorn | t****n@R****g | 1 |
| Janek Thomas | j****s@w****e | 1 |
| david.ruegamer@stat.uni-muenchen.de | d****r@s****e | 1 |
| stefan7th | s****h@e****b | 1 |
| Sebastian Meyer | s****r@f****e | 1 |
Committer Domains (Top 20 + Academic)
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 90
- Total pull requests: 11
- Average time to close issues: 2 months
- Average time to close pull requests: 25 days
- Total issue authors: 33
- Total pull request authors: 8
- Average comments per issue: 1.57
- Average comments per pull request: 2.27
- Merged pull requests: 7
- 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
- hofnerb (32)
- sbrockhaus (12)
- carlganz (5)
- davidruegamer (4)
- mayrandy (4)
- fabian-s (3)
- kenahoo (2)
- ja-thomas (2)
- timolingh (2)
- tobigithub (1)
- mq20097452 (1)
- seqtools (1)
- hbaniecki (1)
- bastistician (1)
- kmorndahl (1)
Pull Request Authors
- mvkorpel (3)
- hofnerb (2)
- bastistician (1)
- ja-thomas (1)
- jan-glx (1)
- kenahoo (1)
- ghost (1)
- hfrick (1)
Top Labels
Issue Labels
Pull Request Labels
Packages
- Total packages: 2
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Total downloads:
- cran 3,855 last-month
- Total docker downloads: 45,970
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Total dependent packages: 43
(may contain duplicates) -
Total dependent repositories: 66
(may contain duplicates) - Total versions: 84
- Total maintainers: 1
cran.r-project.org: mboost
Model-Based Boosting
- Homepage: https://github.com/boost-R/mboost
- Documentation: http://cran.r-project.org/web/packages/mboost/mboost.pdf
- License: GPL-2
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Latest release: 2.9-11
published over 1 year ago
Rankings
Maintainers (1)
conda-forge.org: r-mboost
- Homepage: https://github.com/boost-R/mboost
- License: GPL-2.0-only
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Latest release: 2.9_7
published almost 4 years ago
Rankings
Dependencies
- R >= 3.2.0 depends
- methods * depends
- parallel * depends
- stabs >= 0.5 depends
- stats * depends
- Matrix * imports
- grDevices * imports
- graphics * imports
- lattice * imports
- nnls * imports
- partykit >= 1.2 imports
- quadprog * imports
- splines * imports
- survival >= 3.2 imports
- utils * imports
- BayesX * suggests
- MASS * suggests
- RColorBrewer * suggests
- TH.data * suggests
- fields * suggests
- gbm * suggests
- kangar00 * suggests
- mlbench * suggests
- nnet * suggests
- randomForest * suggests
- rpart >= 4.0 suggests
- testthat >= 0.10.0 suggests