Automated machine learning in mlr3
mlr3automl is an AutoML package for R based on mlr3.
The first version is up and running, feedback is very welcome!
Watch our “UseR! 2021” presentation on Youtube for an
introduction. The slides are here.
Make sure to have the latest versions of the relevant mlr3 packages.
devtools::install_github('https://github.com/mlr-org/mlr3extralearners')devtools::install_github('https://github.com/a-hanf/mlr3automl', dependencies = TRUE)
You can create your AutoML learner by passing a classification or regression Task from mlr3.
iris_task <- tsk('iris')model <- AutoML(iris_task)model$train()
The vignette is a good starting point.
For the function reference, check the roxygen documentation:
?mlr3automl::AutoML