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80 repositories

mlr3book
Public
Online version of Bischl, B., Sonabend, R., Kotthoff, L., & Lang, M. (Eds.). (2024). "Applied Machine Learning Using mlr3 in R". CRC Press.
machine-learning r book bookdown mlr3
TeX
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MIT License
•70•269•20•5•Updated Sep 20, 2025Sep 20, 2025
mlr3torch
Public
Deep learning framework for the mlr3 ecosystem based on torch
data-science machine-learning deep-learning torch mlr3 r r-package
R
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Other
•8•52•45•4•Updated Sep 19, 2025Sep 19, 2025
mlr3
Public
mlr3: Machine Learning in R - next generation
data-science regression classification r-package mlr3 machine-learning r
R
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GNU Lesser General Public License v3.0
•94•1k•27•6•Updated Sep 19, 2025Sep 19, 2025
bbotk
Public
Black-box optimization framework for R.
data-science machine-learning black-box-optimization hyperparameter-tuning mlr3 bbotk r optimization hyperparameter-optimization r-package
R
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GNU Lesser General Public License v3.0
•9•24•4•3•Updated Sep 19, 2025Sep 19, 2025
mlr3pipelines
Public
Dataflow Programming for Machine Learning in R
pipelines ensemble-learning dataflow-programming r-package preprocessing stacking bagging mlr3 data-science machine-learning
R
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GNU Lesser General Public License v3.0
•28•145•104•19•Updated Sep 19, 2025Sep 19, 2025
survdistr
Public
Survival Distribution Containers
R
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GNU General Public License v3.0
•0•3•1•1•Updated Sep 19, 2025Sep 19, 2025
mlr3automl
Public
R
•0•6•14•4•Updated Sep 18, 2025Sep 18, 2025
rush
Public
Package designed to solve large-scale problems asynchronously across a distributed network
r parallel-computing mlr3
R
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Other
•1•14•11•0•Updated Sep 18, 2025Sep 18, 2025
mlr3extralearners
Public
Extra learners for use in mlr3.
machine-learning r r-package mlr3
R
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GNU Lesser General Public License v3.0
•55•102•23•14•Updated Sep 18, 2025Sep 18, 2025
mlr3proba
Public
Probabilistic Learning for mlr3
machine-learning r supervised-learning survival-analysis r-package density-estimation mlr3
R
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GNU Lesser General Public License v3.0
•21•141•0•1•Updated Sep 18, 2025Sep 18, 2025
paradox
Public
ParamHelpers Next Generation
r transformations hyperparameters r-package experimental-design mlr3
R
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GNU Lesser General Public License v3.0
•7•28•34•12•Updated Sep 18, 2025Sep 18, 2025
libcmaesr
Public
R
•0•4•0•1•Updated Sep 17, 2025Sep 17, 2025
mlr3learners
Public
Recommended learners for mlr3
classification learners mlr3 machine-learning r regression r-package
R
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GNU Lesser General Public License v3.0
•20•96•9•2•Updated Sep 17, 2025Sep 17, 2025
mlr3cluster
Public
Cluster analysis for mlr3
r clustering r-package cluster-analysis mlr3
R
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GNU Lesser General Public License v3.0
•6•25•7•1•Updated Sep 16, 2025Sep 16, 2025
mlr3tuning
Public
Hyperparameter optimization package of the mlr3 ecosystem
machine-learning r tuning r-package tune hyperparameter-tuning mlr3 bbotk optimization hyperparameter-optimization
R
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GNU Lesser General Public License v3.0
•7•59•5•1•Updated Sep 16, 2025Sep 16, 2025
mlr3mbo
Public
Flexible Bayesian Optimization in R
random-forest tuning model-based-optimization black-box-optimization bayesian-optimization hyperparameter-tuning hpo automl hyperparameter gaussian-process
R
•1•26•24•2•Updated Sep 15, 2025Sep 15, 2025
mlr3forecast
Public
Time series forecasting for mlr3
machine-learning r time-series forecasting r-package mlr3
R
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GNU Lesser General Public License v3.0
•1•5•6•0•Updated Sep 14, 2025Sep 14, 2025
mlr3misc
Public
Miscellaneous helper functions for mlr3
machine-learning miscellaneous r-package mlr3 r
R
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GNU Lesser General Public License v3.0
•4•13•10•3•Updated Sep 14, 2025Sep 14, 2025
mlr3spatial
Public
Spatial objects within the mlr3 ecosystem
spatial mlr3 spatial-modelling raster-prediction r r-package
HTML
•5•44•4•2•Updated Sep 14, 2025Sep 14, 2025
mlr3website
Public
The mlr3 quarto website and accomanying R package.
HTML
•3•10•12•7•Updated Sep 12, 2025Sep 12, 2025
mlr3filters
Public
Filter-based feature selection for mlr3
filter variable-importance feature-selection filters r-package mlr mlr3 r
R
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GNU Lesser General Public License v3.0
•9•20•10•2•Updated Sep 12, 2025Sep 12, 2025
mlr3spatiotempcv
Public
Spatiotemporal resampling methods for mlr3
cross-validation spatial resampling r-package temporal resampling-methods mlr3 r
TeX
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GNU Lesser General Public License v3.0
•10•54•5•0•Updated Sep 12, 2025Sep 12, 2025
mlr3fselect
Public
Feature selection package of the mlr3 ecosystem.
machine-learning optimization feature-selection evolutionary-algorithms random-search recursive-feature-elimination exhaustive-search mlr3 sequential-feature-selection r
R
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GNU Lesser General Public License v3.0
•4•37•3•0•Updated Sep 11, 2025Sep 11, 2025
mlr3fda
Public
Functional Data Analysis for mlr3
data-science machine-learning r data-analysis r-package data-analysis-in-r mlr3 functional-data
R
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GNU Lesser General Public License v3.0
•4•5•4•0•Updated Sep 5, 2025Sep 5, 2025
mlr3batchmark
Public
Connector between mlr3 and batchtools
hpc high-performance-computing r-package cluster-computing batchtools mlr3 r
R
•3•5•5•0•Updated Sep 4, 2025Sep 4, 2025
mlr3measures
Public
Performance measures used in mlr3
r-package performance-evaluation mlr3 performance-measures machine-learning r
R
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GNU Lesser General Public License v3.0
•5•13•11•0•Updated Sep 4, 2025Sep 4, 2025
styler.mlr
Public
{styler} mlr style guide
R
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Other
•0•6•0•2•Updated Sep 1, 2025Sep 1, 2025
mlr3inferr
Public
Statistical methods for inference on the generalization error
machine-learning r statistics
R
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GNU Lesser General Public License v3.0
•0•4•1•0•Updated Aug 28, 2025Aug 28, 2025
mlr3oml
Public
Connect mlr3 with OpenML
data-science data machine-learning r datasets r-package openml mlr3
R
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GNU Lesser General Public License v3.0
•5•8•9•4•Updated Aug 26, 2025Aug 26, 2025
mlr3viz
Public
Visualizations for mlr3
visualization ggplot2 r-package visualizations mlr3 r
R
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GNU Lesser General Public License v3.0
•7•45•22•4•Updated Aug 25, 2025Aug 25, 2025