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mlr
Machine Learning in Rmlr3
mlr3: Machine Learning in R - next generationmlr3book
Online version of Bischl, B., Sonabend, R., Kotthoff, L., & Lang, M. (Eds.). (2024). "Applied Machine Learning Using mlr3 in R". CRC Press.mlrMBO
Toolbox for Bayesian Optimization and Model-Based Optimization in Rmlr3pipelines
Dataflow Programming for Machine Learning in Rmlr3proba
Probabilistic Learning for mlr3mlr3extralearners
Extra learners for use in mlr3.mlr3learners
Recommended learners for mlr3mlr-outreach
parallelMap
R package to interface some popular parallelization backends with a unified interfacemlr3tuning
Hyperparameter optimization package of the mlr3 ecosystemmlr3verse
Meta-package for installing/updating mlr3* packages.mlr3spatiotempcv
Spatiotemporal resampling methods for mlr3mlr3viz
Visualizations for mlr3mlr3spatial
Spatial objects within the mlr3 ecosystemmlr3torch
Deep learning framework for the mlr3 ecosystem based on torchmlrCPO
Composable Preprocessing Operators for MLRmlr3keras
Deep learning for mlr3mcboost
Multi-Calibration & Multi-Accuracy Boosting for Rparadox
ParamHelpers Next GenerationParamHelpers
Helpers for parameters in black-box optimization, tuning and machine learning.mlr3cluster
Cluster analysis for mlr3mlr3fselect
Feature selection package of the mlr3 ecosystem.mlr3gallery
Case studies using mlr3mlr3db
Data Backends to let mlr3 work transparently with (remote) data basesmlr3filters
Filter-based feature selection for mlr3bbotk
Black-box optimization framework for R.mlr3temporal
Forecasting for mlr3mlr3-learndrake
Template for using mlr3 with drakemlr3hyperband
Successive Halving and Hyperband in the mlr3 ecosystemmiesmuschel
Flexible Mixed Integer Evolutionary Strategiesuser2020
Material for the useR2020 tutorialmlr3fairness
mlr3 extension for Fairness in Machine Learningmlr3tuningspaces
Collection of search spaces for hyperparameter optimization in the mlr3 ecosystemmlr3measures
Performance measures used in mlr3mlr3benchmark
Analysis and tools for benchmarking in mlr3 and beyond.mlr3misc
Miscellaneous helper functions for mlr3farff
a faster arff parsermlr3cheatsheets
Cheat Sheets for mlr3 and Friendsmlr3website
The mlr3 quarto website and accomanying R package.rush
Parallel and distributed computing in R.mlr-extralearner
mlr3survival
Survival analysis for mlr3mlr3automl
mlr3-targets
mlr3oml
Connect mlr3 with OpenMLmlr3summary
mlr3learners.template
Learner from package {<package>} for mlr3mlr3batchmark
Connector between mlr3 and batchtoolsmlr3docker
Docker Image for mlr3mlr3ordinal
Ordinal Regression for mlr3mlr3fda
Functional Data Analysis for mlr3mlr3multioutput
Multiple Targets for mlr3styler.mlr
{styler} mlr style guidemlr3forecast
Time series forecasting for mlr3mlr-web
mlr3pkgdowntemplate
pkgdown template package for mlr* packagesmlr3data
Data sets used in the book, gallery, or in examples of mlr3.mlr3inferr
Statistical methods for inference on the generalization errormlr3ensemble
mlr3 extension package for ensemble machine learningmlr-org-website
mlrcranlog
mlr-org cranlogsLove Open Source and this site? Check out how you can help us