Feature Selection
mlr³fselect
Wrapper-based FS
mlr³filters
Filter-based FS
Utilities
mlr³misc
Devel Helper Functions
bbotk
Black-Box Optimization
mlr³measures
Performance Measures
mlr³verse
Meta-package
mlr³benchmark
Tools for benchmarking
mlr³batchmark
mlr3 - batchtools connector
mlr³tuningspaces
Tuning spaces for mlr3 learners
mlr³fairness
Fairness in Machine Learning
Tuning
mlr³hyperband
Hyperband Parameter Tuning
mlr³tuning
Hyperparameter Tuning
mlr³mbo
Bayesian Optimization
paradox
Parameter Sets
miesmuschel
Flexible Mixed Integer
Evolutionary Strategies
Data
mlr³db
Database Backends
mlr³oml
OpenML Connection
mlr³data
Example datasets
Learners
mlr³learners
Core learners for mlr3
mlr³keras
Connecting Keras to mlr3
mlr³extralearners
Additional learners
mlr³torch
Connecting Torch to mlr3
Visualization
mlr³viz
Visualization
Pipelines
mlr³pipelines
Preprocessing, pipelines & ensembles
Special Tasks & Targets
mlr³ordinal
Learning with ordinal targets
mlr³multioutput
Multiple Targets
mlr³cluster
Cluster Analysis
mlr³temporal
Time Series Forecasting & Resampling
mlr³spatiotempcv
Spatiotemporal resampling
mlr³spatial
Spatial prediction support
mlr³proba
Probabilistic Learning & Survival Analysis
mlr³fda
Functional Data Analysis
Core
mlr³
tasks, learners, train-test-eval,
resample, benchmark
Maturing
Planned
Stable