mlr3 Package Updates - Q4/2021

R News

This posts gives an overview by listing the recent release notes of mlr3 packages from the last quarter.

Patrick Schratz https://github.com/pat-s
2022-01-03

Due to the high amount of packages in the mlr3 ecosystem, it is hard to keep up with the latest changes across all packages. This posts gives an overview by listing the recent release notes of mlr3 packages from the last quarter. Note that only CRAN packages are listed here and the sort order is alphabetically.

Interval: 2021-10-01 - 2021-12-31

mlr3 0.13.0

Description: Machine Learning in R - Next Generation

mlr3benchmark 0.1.3

Description: Analysis and Visualisation of Benchmark Experiments

mlr3db 0.4.2

Description: Data Base Backend for ‘mlr3’

mlr3learners 0.5.1

Description: Recommended learners for mlr3

mlr3pipelines 0.4.0

Description: Preprocessing Operators and Pipelines for ‘mlr3’

mlr3proba 0.4.2

Description: Probabilistic Supervised Learning for ‘mlr3’

mlr3spatial 0.1.0

Description: Support for Spatial Objects Within the ‘mlr3’ Ecosystem

mlr3tuningspaces 0.0.1

Description: Search Spaces for Hyperparameter Tuning

mlr3viz 0.5.7

Description: Visualizations for ‘mlr3’

Citation

For attribution, please cite this work as

Schratz (2022, Jan. 3). mlr-org: mlr3 Package Updates - Q4/2021. Retrieved from https://mlr-org.github.io/mlr-org-website/posts/2022-01-03-mlr3-package-updates-q42021/

BibTeX citation

@misc{schratz2022mlr3,
  author = {Schratz, Patrick},
  title = {mlr-org: mlr3 Package Updates - Q4/2021},
  url = {https://mlr-org.github.io/mlr-org-website/posts/2022-01-03-mlr3-package-updates-q42021/},
  year = {2022}
}