Meta-package for installing/loading core mlr3 packages.
This package is intended to simplify both installation and loading of packages from the mlr3 ecosystem.
The following packages are attached by this meta package:
|mlr3||Machine Learning in R - Next Generation||https://mlr3.mlr-org.com|
|mlr3filters||Filter Based Feature Selection for ‘mlr3’||https://mlr3filters.mlr-org.com|
|mlr3learners||Recommended Learners for ‘mlr3’||https://mlr3learners.mlr-org.com|
|mlr3pipelines||Preprocessing Operators and Pipelines for ‘mlr3’||https://mlr3pipelines.mlr-org.com|
|mlr3tuning||Tuning for ‘mlr3’||https://mlr3tuning.mlr-org.com|
|mlr3viz||Visualizations for ‘mlr3’||https://mlr3viz.mlr-org.com|
|paradox||Define and Work with Parameter Spaces for Complex Algorithms||https://paradox.mlr-org.com|
By loading the
mlr3verse package, you are all set to deal with most regression and classification tasks:
If you want to get more detailed information about the loaded packages, you can call
mlr3verse_info() #> Package Version #> 1 mlr3 0.1.8.9000 #> 2 mlr3tuning 0.1.2 #> 3 mlr3pipelines 0.1.2 #> 4 paradox 0.1.0 #> 5 mlr3filters 0.2.0 #> 6 mlr3db 0.1.5 #> 7 mlr3learners 0.1.6 #> 8 mlr3viz 0.1.1
More extension packages are available on CRAN/GitHub, and may be included in this meta package in the future.