JOSS: https://github.com/giuseppec/iml
Score: 19.40610328166165
Last synced: about 8 hours ago
JSON representation
Repository metadata:
iml: interpretable machine learning R package
- Host: GitHub
- URL: https://github.com/giuseppec/iml
- Owner: giuseppec
- License: other
- Created: 2017-10-25T11:36:53.000Z (over 8 years ago)
- Default Branch: main
- Last Pushed: 2025-02-24T12:15:29.000Z (over 1 year ago)
- Last Synced: 2026-04-03T20:51:47.882Z (3 months ago)
- Language: R
- Homepage: https://giuseppec.github.io/iml/
- Size: 804 MB
- Stars: 503
- Watchers: 20
- Forks: 87
- Open Issues: 65
-
Metadata Files:
- Readme: README.Rmd
- Changelog: NEWS.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Codemeta: codemeta.json
CodeMeta metadata:
- @context: https://raw.githubusercontent.com/codemeta/codemeta/master/codemeta.jsonld
- @type: Code
- Author:
- @id: https://orcid.org/0000-0003-2331-868X
- @type: Person
- Email: christoph.molnar@gmail.com
- Name: Christoph Molnar
- Affiliation: Department of Statistics, LMU Munich
- Identifier:
- Code repository: https://github.com/giuseppec/iml
- Date published: 2018-06-19
- Date modified: 2018-06-19
- Date created: 2018-06-19
- Description: iml is an R package that offers a general toolbox for making machine learning models interpretable.
- Keywords: machine learning, interpretable machine learning, R
- License: MIT
- Title: iml: An R package for Interpretable Machine Learning
- Version: v0.5.2
Owner metadata:
- Name: Giuseppe Casalicchio
- Login: giuseppec
- Email:
- Kind: user
- Description:
- Website:
- Location:
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/4238748?u=72891bc0bac3e226e58354309040b72b18bf6a13&v=4
- Repositories: 66
- Last Synced at: 2025-10-13T00:55:14.935Z
- Profile URL: https://github.com/giuseppec
GitHub Events
Total
- Create event: 1
- Issue comment event: 2
- Issues event: 4
- Member event: 1
- Pull request event: 1
- Push event: 10
- Watch event: 9
- Total: 28
Last Year
- Create event: 1
- Issue comment event: 2
- Issues event: 2
- Member event: 1
- Pull request event: 1
- Push event: 6
- Watch event: 8
- Total: 21
Committers metadata
Last synced: 8 months ago
Total Commits: 683
Total Committers: 15
Avg Commits per committer: 45.533
Development Distribution Score (DDS): 0.234
Commits in past year: 6
Committers in past year: 2
Avg Commits per committer in past year: 3.0
Development Distribution Score (DDS) in past year: 0.167
| Name | Commits | |
|---|---|---|
| Christoph Molnar | c****r@g****m | 523 |
| pat-s | p****z@g****m | 106 |
| giuseppec | g****o@g****m | 23 |
| QWERTZ11 | c****g@o****m | 6 |
| Mirka Henninger | m****l@m****e | 6 |
| github-actions[bot] | 4****] | 4 |
| Martin Walter | m****r@w****e | 3 |
| Simon Tietze | s****e@b****m | 3 |
| Pietro Monticone | p****s@g****m | 2 |
| Grant Irvine-Smith | g****h@i****m | 2 |
| pfistfl | p****f@g****m | 1 |
| g-rho | g****k@w****e | 1 |
| be-marc | m****r@p****e | 1 |
| Mark Roepke | m****5@g****m | 1 |
| Julia | j****d@o****m | 1 |
Issue and Pull Request metadata
Last synced: 8 months ago
Total issues: 81
Total pull requests: 18
Average time to close issues: about 2 months
Average time to close pull requests: 1 day
Total issue authors: 33
Total pull request authors: 8
Average comments per issue: 0.94
Average comments per pull request: 1.28
Merged pull request: 16
Bot issues: 0
Bot pull requests: 0
Past year issues: 4
Past year pull requests: 2
Past year average time to close issues: N/A
Past year average time to close pull requests: about 1 hour
Past year issue authors: 4
Past year pull request authors: 1
Past year average comments per issue: 0.0
Past year average comments per pull request: 0.0
Past year merged pull request: 1
Past year bot issues: 0
Past year bot pull requests: 0
Top Issue Authors
- christophM (37)
- dandls (4)
- berndbischl (4)
- ugroempi (3)
- see24 (2)
- nhejazi (2)
- pat-s (2)
- aiwalter (2)
- thiyangt (1)
- Sophon-0 (1)
- gi-marengo (1)
- be-marc (1)
- pfistfl (1)
- jamonterotena (1)
- QuintenSand (1)
Top Pull Request Authors
- christophM (8)
- QWERTZ11 (2)
- be-marc (2)
- aiwalter (2)
- simon-tietze (1)
- juliabrosig (1)
- markroepke (1)
- snvv (1)
Top Issue Labels
- enhancement (14)
- bug (4)
- help wanted (2)
- good first issue (2)
Top Pull Request Labels
Package metadata
- Total packages: 2
-
Total downloads:
- cran: 9,519 last-month
- Total docker downloads: 21,868
- Total dependent packages: 8 (may contain duplicates)
- Total dependent repositories: 42 (may contain duplicates)
- Total versions: 24
- Total maintainers: 1
cran.r-project.org: iml
Interpretable Machine Learning
- Homepage: https://giuseppec.github.io/iml/
- Documentation: http://cran.r-project.org/web/packages/iml/iml.pdf
- Licenses: MIT + file LICENSE
- Latest release: 0.11.4 (published over 1 year ago)
- Last Synced: 2025-12-01T09:46:44.201Z (7 months ago)
- Versions: 17
- Dependent Packages: 8
- Dependent Repositories: 42
- Downloads: 9,519 Last month
- Docker Downloads: 21,868
-
Rankings:
- Docker downloads count: 0.581%
- Forks count: 0.696%
- Stargazers count: 0.749%
- Average: 3.581%
- Dependent repos count: 3.974%
- Downloads: 7.35%
- Dependent packages count: 8.139%
- Maintainers (1)
proxy.golang.org: github.com/giuseppec/iml
- Homepage:
- Documentation: https://pkg.go.dev/github.com/giuseppec/iml#section-documentation
- Licenses: other
- Latest release: v0.11.1 (published almost 4 years ago)
- Last Synced: 2025-12-02T16:48:36.822Z (7 months ago)
- Versions: 7
- Dependent Packages: 0
- Dependent Repositories: 0
-
Rankings:
- Dependent packages count: 5.459%
- Average: 5.642%
- Dependent repos count: 5.825%
Dependencies
- Formula * imports
- Metrics * imports
- R6 * imports
- checkmate * imports
- data.table * imports
- future * imports
- future.apply * imports
- ggplot2 * imports
- prediction * imports
- ALEPlot * suggests
- MASS * suggests
- bench * suggests
- bit64 * suggests
- caret * suggests
- covr * suggests
- e1071 * suggests
- future.callr * suggests
- glmnet * suggests
- gower * suggests
- h2o * suggests
- keras >= 2.2.5.0 suggests
- knitr * suggests
- mlr * suggests
- mlr3 * suggests
- party * suggests
- partykit * suggests
- patchwork * suggests
- randomForest * suggests
- ranger * suggests
- rmarkdown * suggests
- rpart * suggests
- testthat * suggests
- yaImpute * suggests
- actions/checkout v3 composite
- actions/upload-artifact v2 composite
- pat-s/always-upload-cache v3 composite
- r-lib/actions/setup-pandoc v2 composite
- r-lib/actions/setup-r v2 composite
- r-lib/actions/setup-tinytex v2 composite
- actions/checkout v3 composite
- peter-evans/create-pull-request v4 composite
- r-lib/actions/setup-r v2 composite