aorsf

data-science oblique random-forest rstats survival

Score: 14.216774855007829

Last synced: about 16 hours ago
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Repository metadata:

Accelerated Oblique Random Survival Forests

Host: GitHub
URL: https://github.com/ropensci/aorsf
Owner: ropensci
License: other
Created: 2021-08-09T13:58:46.000Z (almost 5 years ago)
Default Branch: main
Last Pushed: 2025-03-21T14:18:35.000Z (over 1 year ago)
Last Synced: 2025-10-31T03:20:57.092Z (8 months ago)
Topics: data-science, oblique, random-forest, rstats, survival
Language: R
Homepage: https://docs.ropensci.org/aorsf
Size: 114 MB
Stars: 59
Watchers: 2
Forks: 10
Open Issues: 10
Metadata Files:
- Readme: README.Rmd
- Changelog: NEWS.md
- Contributing: .github/CONTRIBUTING.md
- License: LICENSE
- Codemeta: codemeta.json
- Zenodo: .zenodo.json

CodeMeta metadata:

@context: https://doi.org/10.5063/schema/codemeta-2.0
@type: SoftwareSourceCode
Identifier: aorsf
Description: Fit, interpret, and make predictions with oblique random survival forests. Oblique decision trees are notoriously slow compared to their axis based counterparts, but 'aorsf' runs as fast or faster than axis-based decision tree algorithms for right-censored time-to-event outcomes.
Name: aorsf: Accelerated Oblique Random Survival Forests
Related link: https://bcjaeger.github.io/aorsf
Code repository: https://github.com/bcjaeger/aorsf
Issue tracker: https://github.com/bcjaeger/aorsf/issues
License: https://spdx.org/licenses/MIT
Version: 0.0.1
Programming language:
- @type: ComputerLanguage
- Name: R
- Url: https://r-project.org
Runtime platform: R version 4.1.3 (2022-03-10)
Author:
- - @type: Person
  - Given name: Byron
  - Family name: Jaeger
  - Email: bjaeger@wakehealth.edu
  - @id: https://orcid.org/0000-0001-7399-2299
Contributor:
- - @type: Person
  - Given name: Nicholas
  - Family name: Pajewski
- - @type: Person
  - Given name: Sawyer
  - Family name: Welden
  - Email: swelden@wakehealth.edu
Maintainer:
- - @type: Person
  - Given name: Byron
  - Family name: Jaeger
  - Email: bjaeger@wakehealth.edu
  - @id: https://orcid.org/0000-0001-7399-2299
Software suggestions:
- - @type: SoftwareApplication
  - Identifier: survival
  - Name: survival
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=survival
- - @type: SoftwareApplication
  - Identifier: survivalROC
  - Name: survivalROC
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=survivalROC
- - @type: SoftwareApplication
  - Identifier: ggplot2
  - Name: ggplot2
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=ggplot2
- - @type: SoftwareApplication
  - Identifier: testthat
  - Name: testthat
  - Version: >= 3.0.0
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=testthat
- - @type: SoftwareApplication
  - Identifier: knitr
  - Name: knitr
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=knitr
- - @type: SoftwareApplication
  - Identifier: rmarkdown
  - Name: rmarkdown
  - Provider:
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    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=rmarkdown
- - @type: SoftwareApplication
  - Identifier: glmnet
  - Name: glmnet
  - Provider:
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    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=glmnet
- - @type: SoftwareApplication
  - Identifier: covr
  - Name: covr
  - Provider:
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    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=covr
- - @type: SoftwareApplication
  - Identifier: units
  - Name: units
  - Provider:
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    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=units
Software requirements:
- 1:
  - @type: SoftwareApplication
  - Identifier: Rcpp
  - Name: Rcpp
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=Rcpp
- 2:
  - @type: SoftwareApplication
  - Identifier: data.table
  - Name: data.table
  - Provider:
    - @id: https://cran.r-project.org
    - @type: Organization
    - Name: Comprehensive R Archive Network (CRAN)
    - Url: https://cran.r-project.org
  - Same as: https://CRAN.R-project.org/package=data.table
- 3:
  - @type: SoftwareApplication
  - Identifier: R
  - Name: R
  - Version: >= 3.6
- System requirements:
File size: 9141.536KB
Citation:
- - @type: ScholarlyArticle
  - Date published: 2019
  - Author:
    - - @type: Person
      - Given name:
        Byron
        C.
      - Family name: Jaeger
    - - @type: Person
      - Given name:
        D.
        Leann
      - Family name: Long
    - - @type: Person
      - Given name:
        Dustin
        M.
      - Family name: Long
    - - @type: Person
      - Given name: Mario
      - Family name: Sims
    - - @type: Person
      - Given name:
        Jeff
        M.
      - Family name: Szychowski
    - - @type: Person
      - Given name: Yuan-I
      - Family name: Min
    - - @type: Person
      - Given name:
        Leslie
        A.
      - Family name: Mcclure
    - - @type: Person
      - Given name: George
      - Family name: Howard
    - - @type: Person
      - Given name: Noah
      - Family name: Simon
  - Name: Oblique Random Survival Forests
  - Url: https://doi.org/10.1214/19-AOAS1261
  - Pagination: 1847--1883
  - Is part of:
    - @type: PublicationIssue
    - Issue number: 3
    - Date published: 2019
    - Is part of:
      - @type:
        PublicationVolume
        Periodical
      - Volume number: 13
      - Name: Annals of Applied Statistics
Release notes: https://github.com/bcjaeger/aorsf/blob/master/NEWS.md
Readme: https://github.com/bcjaeger/aorsf/blob/master/README.md
Cont integration:
- https://app.codecov.io/gh/bcjaeger/aorsf?branch=master
- https://github.com/bcjaeger/aorsf/actions
- https://github.com/bcjaeger/aorsf/actions?query=workflow%3Apkgcheck
Development status: https://www.repostatus.org/#wip
Review:
- @type: Review
- Url: https://github.com/ropensci/software-review/issues/532
- Provider: https://ropensci.org
Keywords:
- r
- rstats
- data-science

Owner metadata:

Name: rOpenSci
Login: ropensci
Email: info@ropensci.org
Kind: organization
Description:
Website: https://ropensci.org/
Location: Berkeley, CA
Twitter: rOpenSci
Company:
Icon url: https://avatars.githubusercontent.com/u/1200269?v=4
Repositories: 307
Last Synced at: 2023-03-10T20:30:59.242Z
Profile URL: https://github.com/ropensci

GitHub Events

Total

Create event: 4
Delete event: 1
Fork event: 1
Issue comment event: 16
Issues event: 10
Pull request event: 9
Pull request review event: 1
Push event: 16
Watch event: 6
Total: 64

Last Year

Create event: 3
Delete event: 1
Fork event: 1
Issue comment event: 13
Issues event: 8
Pull request event: 8
Pull request review event: 1
Push event: 13
Watch event: 4
Total: 52

Committers metadata

Last synced: 7 months ago

Total Commits: 761
Total Committers: 6
Avg Commits per committer: 126.833
Development Distribution Score (DDS): 0.009

Commits in past year: 7
Committers in past year: 2
Avg Commits per committer in past year: 3.5
Development Distribution Score (DDS) in past year: 0.143

Name	Email	Commits
bcjaeger	b**r@g**m	754
Sawyer Welden	s**n@g**m	2
Ciaran Evans	l**e@g**m	2
Jeroen Ooms	j**s@g**m	1
Ikko Eltociear Ashimine	e**r@g**m	1
Emily Riederer	e**r@g**m	1

Issue and Pull Request metadata

Last synced: 10 months ago

Total issues: 49
Total pull requests: 34
Average time to close issues: about 2 months
Average time to close pull requests: 5 days
Total issue authors: 14
Total pull request authors: 7
Average comments per issue: 2.49
Average comments per pull request: 0.47
Merged pull request: 31
Bot issues: 7
Bot pull requests: 0

Past year issues: 8
Past year pull requests: 9
Past year average time to close issues: 14 days
Past year average time to close pull requests: 20 days
Past year issue authors: 7
Past year pull request authors: 2
Past year average comments per issue: 1.88
Past year average comments per pull request: 0.22
Past year merged pull request: 7
Past year bot issues: 0
Past year bot pull requests: 0

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/ropensci/aorsf

Top Issue Authors

bcjaeger (24)
github-actions[bot] (7)
bblodfon (3)
DustinMLong (2)
hfrick (2)
dillintj (1)
instantkaffee (1)
mattwarkentin (1)
emilyriederer (1)
ggrothendieck (1)
AbubakerSuliman (1)
alkat19 (1)
mpadge (1)
cmululu (1)

Top Pull Request Authors

bcjaeger (35)
sawyerWeld (2)
eltociear (2)
jeroen (2)
emilyriederer (2)
maelle (1)
ciaran-evans (1)

Top Issue Labels

enhancement (3)
upkeep (3)
help wanted (1)
good first issue (1)

Top Pull Request Labels

Package metadata

Total packages: 1
Total downloads:
- cran: 3,603 last-month
Total dependent packages: 2
Total dependent repositories: 2
Total versions: 14
Total maintainers: 1

cran.r-project.org: aorsf

Accelerated Oblique Random Forests

Homepage: https://github.com/ropensci/aorsf
Documentation: http://cran.r-project.org/web/packages/aorsf/aorsf.pdf
Licenses: MIT + file LICENSE
Latest release: 0.1.6 (published 6 months ago)
Last Synced: 2025-12-13T16:36:28.610Z (6 months ago)
Versions: 14
Dependent Packages: 2
Dependent Repositories: 2
Downloads: 3,603 Last month
Rankings:
- Stargazers count: 11.589%
- Forks count: 14.377%
- Average: 18.593%
- Downloads: 19.423%
- Dependent repos count: 19.609%
- Dependent packages count: 27.965%
Maintainers (1)
- byron.jaeger@gmail.com

Dependencies

DESCRIPTION cran

R >= 3.6 depends
Rcpp * imports
data.table * imports
utils * imports
covr * suggests
ggplot2 * suggests
glmnet * suggests
knitr * suggests
rmarkdown * suggests
survival * suggests
survivalROC * suggests
testthat >= 3.0.0 suggests
tibble * suggests
units * suggests

.github/workflows/R-CMD-check.yaml actions

actions/checkout v3 composite
r-lib/actions/check-r-package v2 composite
r-lib/actions/setup-pandoc v2 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

.github/workflows/draft-pdf.yaml actions

actions/checkout v2 composite
actions/upload-artifact v1 composite
openjournals/openjournals-draft-action master composite

.github/workflows/pkgdown.yaml actions

JamesIves/github-pages-deploy-action v4.4.1 composite
actions/checkout v3 composite
r-lib/actions/setup-pandoc v2 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

.github/workflows/pr-commands.yaml actions

actions/checkout v2 composite
r-lib/actions/pr-fetch v1 composite
r-lib/actions/pr-push v1 composite
r-lib/actions/setup-r v1 composite
r-lib/actions/setup-r-dependencies v1 composite

.github/workflows/test-coverage.yaml actions

actions/checkout v3 composite
r-lib/actions/setup-r v2 composite
r-lib/actions/setup-r-dependencies v2 composite

ecosyste.ms

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