Resources

Useful resources for learning mlr3

General

Book

Central entry point to the mlr3verse.

Gallery

The gallery has some case studies and demonstrates how frequently occurring problems can be solved.

Cheat Sheets

mlr3

Core package cheat sheet.

mlr3tuning

Tuning cheat sheet.

mlr3fselect

Feature selection cheat sheet.

mlr3pipelines

Pipelines cheat sheet.

Videos

useR2019 talk

on mlr3book.

useR2019 talk

on mlr3pipelines and mlr3tuning.

useR2020 tutorial

on mlr3, mlr3tuning and mlr3pipelines.

ODSC talk 2021

about mlr3spatiotempcv and mlr3spatial.

Courses/Lectures

I2ML course

is a free and open flipped classroom course on the basics of machine learning.

mlr-outreach

contains public talks and slides resources.