mlr-org / mlr3pipelines
Dataflow Programming for Machine Learning in R
Why this job: works in the areas we cover, but does not say which job it does
What it does
- Simple data manipulation and preprocessing operations, e.g. PCA,
- Task subsampling for speed and outcome class imbalance handling
- *mlr3* *Learner* operations for prediction and stacking
- Simultaneous path branching (data going both ways)
- Alternative path branching (data going one specific way, controlled by
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 17 days ago
- Stars
- 149
- On GitHub
- Licence
- LGPL-3.0
- Share-alike for changes
- Downloads for
- None listed
- No release files
- Latest version
- v0.12.0
- Released 2 months ago
- Built with
- R
- 94% of the code
Is it looked after?
- Contributors
- Not stated
- Last 90 days
- Issues
- 84% closed
- 92 still open
- Pull requests
- 398 merged
- 14 waiting
- Releases
- 12
- 2 in the last year
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
Similar repos
| Repo | Stars | Last commit | Licence | Downloads for |
|---|---|---|---|---|
| DoubleML / doubleml-for-r | 172 | 16 days ago | Custom | No downloads |
| h2oai / h2o-3 | 7,522 | yesterday | Apache-2.0 | No downloads |
| IBM / AutoMLPipeline.jl | 372 | today | MIT | No downloads |
More: languages, topics and project record
Languages
- R 94%
- Python 6%
- Shell <1%
Topics
- bagging
- data-science
- dataflow-programming
- ensemble-learning
- machine-learning
- mlr3
- pipelines
- preprocessing
- r
- r-package
- stacking
Project record
- JobOther AI tools
- StatusListed
- Commits4,396
- Forks26
- Watching14
- Stars in 28 days0
- CreatedOct 10, 2017
- First seen by usNov 7, 2026
- CheckedNov 10, 2026