https://github.com/mlr-org/mlr3pipelines
Dataflow Programming for Machine Learning in R
https://github.com/mlr-org/mlr3pipelines
Keywords
bagging data-science dataflow-programming ensemble-learning machine-learning mlr3 pipelines preprocessing r r-package stacking
Keywords from Contributors
transformers measur simulator benchmarking observability virtual control reporting features dynamic
Last synced: 11 months ago
JSON representation
Acceptance Criteria
- Revelant topics? true
- External users? true
- Open source license? true
- Active? true
- Fork? false
Repository metadata
Dataflow Programming for Machine Learning in R
- Host: GitHub
- URL: https://github.com/mlr-org/mlr3pipelines
- Owner: mlr-org
- License: lgpl-3.0
- Created: 2017-10-10T19:01:45.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2024-05-28T11:26:57.000Z (12 months ago)
- Last Synced: 2024-05-29T02:24:20.541Z (12 months ago)
- Topics: bagging, data-science, dataflow-programming, ensemble-learning, machine-learning, mlr3, pipelines, preprocessing, r, r-package, stacking
- Language: R
- Homepage: https://mlr3pipelines.mlr-org.com/
- Size: 16.2 MB
- Stars: 130
- Watchers: 18
- Forks: 25
- Open Issues: 142
- Releases: 0
-
Metadata Files:
- Readme: README.Rmd
- License: LICENSE
Owner metadata
- Name: mlr-org
- Login: mlr-org
- Email:
- Kind: organization
- Description:
- Website: https://mlr-org.com
- Location: Munich, Germany
- Twitter:
- Company:
- Icon url: https://avatars.githubusercontent.com/u/12941794?v=4
- Repositories: 73
- Last ynced at: 2024-05-20T14:58:44.854Z
- Profile URL: https://github.com/mlr-org
GitHub Events
Total
- Create event: 324
- Commit comment event: 2
- Release event: 3
- Delete event: 257
- Member event: 6
- Pull request event: 546
- Fork event: 25
- Issues event: 812
- Watch event: 132
- Issue comment event: 1173
- Push event: 3027
- Gollum event: 24
- Pull request review comment event: 303
- Pull request review event: 54
Last Year
- Create event: 26
- Delete event: 13
- Fork event: 3
- Issue comment event: 29
- Issues event: 35
- Pull request event: 44
- Pull request review comment event: 2
- Pull request review event: 2
- Push event: 110
- Watch event: 8
Committers metadata
Last synced: 12 months ago
Total Commits: 2,222
Total Committers: 26
Avg Commits per committer: 85.462
Development Distribution Score (DDS): 0.504
Commits in past year: 88
Committers in past year: 5
Avg Commits per committer in past year: 17.6
Development Distribution Score (DDS) in past year: 0.136
| Name | Commits | |
|---|---|---|
| mb706 | m****r@m****m | 1102 |
| pfistfl | p****f@g****m | 329 |
| Michel Lang | m****g@g****m | 205 |
| sumny | l****h@w****e | 184 |
| pat-s | p****z@g****m | 70 |
| mb706 | m****6 | 61 |
| Zygmunt Zawadzki | z****t@z****l | 53 |
| Bernd Bischl | b****l@g****t | 47 |
| susanne-207 | d****e@g****m | 40 |
| Travis | 30 | |
| Sebastian Fischer | s****r@g****m | 27 |
| Florian | p****l | 17 |
| Marc Becker | m****r@p****e | 13 |
| Stefan Coors | s****s@g****t | 10 |
| github-actions[bot] | 4****] | 9 |
| Janek Thomas | j****s@w****e | 5 |
| Patrick Rockenschaub | p****5@u****k | 5 |
| Vitaly Polisky | v****y@p****e | 3 |
| GitHub | n****y@g****m | 2 |
| dependabot[bot] | 4****] | 2 |
| ZackBarry | z****3@g****m | 2 |
| Jakob Richter | c****e@j****e | 2 |
| Darío Hereñú | m****a@g****m | 1 |
| RustyLongbow | f****p@h****m | 1 |
| Maximilian Muecke | m****n@g****m | 1 |
| damirpolat | d****v@u****u | 1 |
Committer domains:
- gmx.net: 2
- uwyo.edu: 1
- jakob-r.de: 1
- github.com: 1
- polisky.me: 1
- ucl.ac.uk: 1
- posteo.de: 1
- zstat.pl: 1
- mb706.com: 1
Issue and Pull Request metadata
Last synced: 12 months ago
Total issues: 94
Total pull requests: 68
Average time to close issues: 3 months
Average time to close pull requests: about 1 month
Total issue authors: 28
Total pull request authors: 11
Average comments per issue: 1.41
Average comments per pull request: 0.94
Merged pull request: 45
Bot issues: 0
Bot pull requests: 4
Past year issues: 24
Past year pull requests: 23
Past year average time to close issues: 4 months
Past year average time to close pull requests: about 2 months
Past year issue authors: 8
Past year pull request authors: 5
Past year average comments per issue: 0.58
Past year average comments per pull request: 0.3
Past year merged pull request: 14
Past year bot issues: 0
Past year bot pull requests: 4
Top Issue Authors
- mb706 (34)
- sebffischer (14)
- mllg (8)
- bblodfon (7)
- pfistfl (4)
- m-muecke (3)
- pat-s (2)
- jpconnel (2)
- yzm886216 (1)
- wangbaili (1)
- The-Killbill (1)
- Tato14 (1)
- rsangole (1)
- nipnipj (1)
- nfoss2 (1)
Top Pull Request Authors
- mb706 (26)
- sebffischer (16)
- pat-s (6)
- sumny (5)
- mllg (5)
- dependabot[bot] (4)
- be-marc (2)
- damirpolat (1)
- MichaelChirico (1)
- pfistfl (1)
- m-muecke (1)
Top Issue Labels
- Type: Bug (8)
- Type: New PipeOp (7)
- Tag: Graph Transparency (6)
- Status: Needs Discussion (5)
- Status: Needs Design (5)
- Tag: POFU (5)
- Priority: High (3)
- Priority: Critical (3)
- Type: Enhancement (3)
- Priority: Low (3)
- Type: Documentation (2)
- Breaking Changes (2)
- Type: Maintenance (2)
- Priority: Medium (1)
- Type: UI Revision (1)
- Effort: Simple (1)
- Status: Contrib (prepared) (1)
- Status: Available (1)
Top Pull Request Labels
- Status: Needs Discussion (5)
- dependencies (4)
- Status: Review Needed (2)
- Status: Completed (1)
- Status: Blocked (1)
- Status: Revision Needed (1)
- Status: On Hold (1)
Package metadata
- Total packages: 1
-
Total downloads:
- cran: 5,540 last-month
- Total docker downloads: 42,239
- Total dependent packages: 17
- Total dependent repositories: 34
- Total versions: 23
- Total maintainers: 1
cran.r-project.org: mlr3pipelines
Preprocessing Operators and Pipelines for 'mlr3'
- Homepage: https://mlr3pipelines.mlr-org.com
- Documentation: http://cran.r-project.org/web/packages/mlr3pipelines/mlr3pipelines.pdf
- Licenses: LGPL-3
- Latest release: 0.5.2 (published about 1 year ago)
- Last Synced: 2024-05-29T14:04:34.944Z (12 months ago)
- Versions: 23
- Dependent Packages: 17
- Dependent Repositories: 34
- Downloads: 5,540 Last month
- Docker Downloads: 42,239
-
Rankings:
- Stargazers count: 3.19%
- Forks count: 3.27%
- Dependent packages count: 3.841%
- Dependent repos count: 4.541%
- Downloads: 7.776%
- Average: 8.099%
- Docker downloads count: 25.973%
- Maintainers (1)
Dependencies
- R >= 3.1.0 depends
- R6 * imports
- backports * imports
- checkmate * imports
- data.table * imports
- digest * imports
- lgr * imports
- mlr3 >= 0.6.0 imports
- mlr3misc >= 0.9.0 imports
- paradox * imports
- withr * imports
- GenSA * suggests
- MASS * suggests
- NMF * suggests
- bbotk >= 0.3.0 suggests
- bestNormalize * suggests
- evaluate * suggests
- fastICA * suggests
- future * suggests
- ggplot2 * suggests
- glmnet * suggests
- igraph * suggests
- kernlab * suggests
- kknn * suggests
- knitr * suggests
- lme4 * suggests
- methods * suggests
- mlbench * suggests
- mlr3filters >= 0.1.1 suggests
- mlr3learners * suggests
- mlr3measures * suggests
- nloptr * suggests
- quanteda * suggests
- rmarkdown * suggests
- rpart * suggests
- smotefamily * suggests
- stopwords * suggests
- testthat * suggests
- visNetwork * suggests
- vtreat * suggests
Score: 19.63951599294199