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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 mlr3mlr3learners
Recommended learners for mlr3mlr3extralearners
Extra learners for use in mlr3.mlr-outreach
parallelMap
R package to interface some popular parallelization backends with a unified interfacemlr3tuning
Hyperparameter optimization package of the mlr3 ecosystemmlr3spatiotempcv
Spatiotemporal resampling methods for mlr3mlr3verse
Meta-package for installing/updating mlr3* packages.mlr3viz
Visualizations for mlr3mlr3spatial
Spatial objects within the mlr3 ecosystemmlrCPO
Composable Preprocessing Operators for MLRmlr3keras
Deep learning for mlr3mlr3torch
Deep learning framework for the mlr3 ecosystem based on torchmcboost
Multi-Calibration & Multi-Accuracy Boosting for Rparadox
ParamHelpers Next GenerationParamHelpers
Helpers for parameters in black-box optimization, tuning and machine learning.mlr3mbo
Flexible Bayesian Optimization in Rmlr3gallery
Case studies using mlr3mlr3db
Data Backends to let mlr3 work transparently with (remote) data basesmlr3cluster
Cluster analysis for mlr3mlr3filters
Filter-based feature selection for mlr3bbotk
Black-box optimization framework for R.mlr3fselect
Feature selection package of the mlr3 ecosystem.mlr3-learndrake
Template for using mlr3 with drakemlr3hyperband
Successive Halving and Hyperband in the mlr3 ecosystemmlr3temporal
Forecasting for mlr3miesmuschel
Flexible Mixed Integer Evolutionary Strategiesuser2020
Material for the useR2020 tutorialmlr3fairness
mlr3 extension for Fairness in Machine Learningmlr3benchmark
Analysis and tools for benchmarking in mlr3 and beyond.mlr3tuningspaces
Collection of search spaces for hyperparameter optimization in the mlr3 ecosystemmlr3measures
Performance measures used in mlr3farff
a faster arff parsermlr3misc
Miscellaneous helper functions for mlr3mlr3cheatsheets
Cheat Sheets for mlr3 and Friendsmlr3website
The mlr3 quarto website and accomanying R package.mlr-extralearner
mlr3survival
Survival analysis for mlr3rush
Parallel and distributed computing in R.mlr3oml
Connect mlr3 with OpenMLmlr3summary
mlr3-targets
mlr3learners.template
Learner from package {<package>} for mlr3mlr3batchmark
Connector between mlr3 and batchtoolsmlr3docker
Docker Image for mlr3mlr3ordinal
Ordinal Regression for mlr3mlr3automl
mlr3multioutput
Multiple Targets for mlr3styler.mlr
{styler} mlr style guidemlr3fda
Functional Data Analysis for mlr3mlr-web
mlr3pkgdowntemplate
pkgdown template package for mlr* packagesmlr3data
Data sets used in the book, gallery, or in examples of mlr3.mlr3inference
Statistical inference method for the mlr3 ecosystemmlr-org-website
mlrcranlog
mlr-org cranlogsLove Open Source and this site? Check out how you can help us