mlr3: Machine Learning in R - next generation

Online version of Bischl, B., Sonabend, R., Kotthoff, L., & Lang, M. (Eds.). (2024). "Applied Machine Learning Using mlr3 in R". CRC Press.

Dataflow Programming for Machine Learning in R

DoubleML - Double Machine Learning in R

Probabilistic Learning for mlr3

Recommended learners for mlr3

Hyperparameter optimization package of the mlr3 ecosystem

Meta-package for installing/updating mlr3* packages.

Spatiotemporal resampling methods for mlr3

Visualizations for mlr3

Spatial objects within the mlr3 ecosystem

Deep learning framework for the mlr3 ecosystem based on torch

Deep learning for mlr3

ParamHelpers Next Generation

mlr3shiny: Machine Learning in Shiny with mlr3

Automated machine learning in mlr3

Flexible Bayesian Optimization in R

Case studies using mlr3

Cluster analysis for mlr3

Data Backends to let mlr3 work transparently with (remote) data bases