mlr-org

Machine Learning in R

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.

Toolbox for Bayesian Optimization and Model-Based Optimization in R

Dataflow Programming for Machine Learning in R

Probabilistic Learning for mlr3

Extra learners for use in mlr3.

Recommended learners for mlr3

Hyperparameter optimization package of the mlr3 ecosystem

Filter-based feature selection for mlr3

Black-box optimization framework for R.

Hyperband tuning for mlr3

Flexible Bayesian Optimization in R