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r-mlr3pipelines

Community

Dataflow programming toolkit that enriches 'mlr3' with a diverse set of pipelining operators ('PipeOps') that can be composed into graphs. Operations exist for data preprocessing, model fitting, and ensemble learning. Graphs can themselves be treated as 'mlr3' 'Learners' and can therefore be resampled, benchmarked, and tuned.

Installation

To install this package, run one of the following:

Conda
$conda install conda-forge::r-mlr3pipelines

Usage Tracking

0.10.0
0.9.0
0.8.0
0.7.2
0.7.1
5 / 8 versions selected
Total downloads: 0

About

Summary

Dataflow programming toolkit that enriches 'mlr3' with a diverse set of pipelining operators ('PipeOps') that can be composed into graphs. Operations exist for data preprocessing, model fitting, and ensemble learning. Graphs can themselves be treated as 'mlr3' 'Learners' and can therefore be resampled, benchmarked, and tuned.

Information Last Updated

Nov 7, 2025 at 07:58

License

LGPL-3.0-only

Total Downloads

89.1K

Platforms

noarch Version: 0.10.0