Package website: release | dev

Meta-package for installing/loading core mlr3 packages.

Overview

This package is intended to simplify both installation and loading of packages from the mlr3 ecosystem.

Installation

Batteries included

The following packages are attached by this meta package:

Name Title URL
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():

More extension packages are available on CRAN/GitHub, and may be included in this meta package in the future.