Machine Learning in R

An open-source collection of R packages providing a unified interface for machine learning in the R language.

A scientifically designed and easy to learn interface.

More than 100 connected machine learning algorithms.

Light on dependencies.

Convenient parallelization with the future package.

State-of-the-art optimization algorithms.

Dataflow programming with pipelines.

GitHub Mattermost Book StackOverflow

Quick Start

The mlr3verse meta-package installs mlr3 and some of the most important extension packages:

install.packages("mlr3verse")

Examples

  Basic Machine Learning

Basic machine learning.

• Learner
• Task
• Resampling

  Hyperparameter Tuning

Hyperparameter tuning of a support vector machine.

• Tuning space
• Tuning
• Nested Resampling