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82 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•272•20•7•Updated Nov 3, 2025Nov 3, 2025
styler.mlr
Public
{styler} mlr style guide
R
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Other
•0•6•0•2•Updated Nov 3, 2025Nov 3, 2025
mlr3pipelines
Public
Dataflow Programming for Machine Learning in R
data-science machine-learning r pipelines ensemble-learning dataflow-programming r-package preprocessing stacking bagging
R
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GNU Lesser General Public License v3.0
•29•146•105•22•Updated Nov 3, 2025Nov 3, 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•106•21•6•Updated Nov 3, 2025Nov 3, 2025
mlr3automl
Public
R
•1•6•14•4•Updated Nov 3, 2025Nov 3, 2025
batchtools
Public
Tools for computation on batch systems
cran r hpc docker-swarm parallel-computing slurm sge torque lsf openlava
R
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GNU Lesser General Public License v3.0
•52•183•88•4•Updated Nov 2, 2025Nov 2, 2025
mlr3tuning
Public
Hyperparameter optimization package of the mlr3 ecosystem
machine-learning r optimization tuning hyperparameter-optimization r-package tune hyperparameter-tuning mlr3 bbotk
R
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GNU Lesser General Public License v3.0
•8•59•5•1•Updated Nov 1, 2025Nov 1, 2025
bbotk
Public
Black-box optimization framework for R.
data-science machine-learning r optimization hyperparameter-optimization r-package black-box-optimization hyperparameter-tuning mlr3 bbotk
R
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GNU Lesser General Public License v3.0
•10•24•4•2•Updated Nov 1, 2025Nov 1, 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 Nov 1, 2025Nov 1, 2025
xplainfi
Public
A very early and experimental bit of trying something out.
R
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Other
•1•2•14•1•Updated Oct 31, 2025Oct 31, 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•5•1•0•Updated Oct 29, 2025Oct 29, 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•13•Updated Oct 28, 2025Oct 28, 2025
mlr3learners
Public
Recommended learners for mlr3
machine-learning r regression classification r-package learners mlr3
R
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GNU Lesser General Public License v3.0
•20•96•11•2•Updated Oct 27, 2025Oct 27, 2025
mlr3mbo
Public
Flexible Bayesian Optimization in R
machine-learning cran r random-forest optimization optimizer tuning hyperparameter-optimization r-package model-based-optimization
R
•1•26•25•3•Updated Oct 27, 2025Oct 27, 2025
survdistr
Public
Survival Distribution Containers
R
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Other
•0•3•6•3•Updated Oct 27, 2025Oct 27, 2025
mlr3torch
Public
Deep learning framework for the mlr3 ecosystem based on torch
data-science machine-learning r deep-learning torch r-package mlr3
R
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Other
•8•54•46•5•Updated Oct 24, 2025Oct 24, 2025
mlr3
Public
mlr3: Machine Learning in R - next generation
data-science machine-learning r regression classification r-package mlr3
R
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GNU Lesser General Public License v3.0
•95•1k•28•4•Updated Oct 23, 2025Oct 23, 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•3•0•Updated Oct 20, 2025Oct 20, 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•8•1•Updated Oct 20, 2025Oct 20, 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•7•4•0•Updated Oct 20, 2025Oct 20, 2025
mlr3viz
Public
Visualizations for mlr3
visualization ggplot2 r r-package visualizations mlr3
R
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GNU Lesser General Public License v3.0
•7•45•23•3•Updated Oct 14, 2025Oct 14, 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
•22•144•0•0•Updated Oct 14, 2025Oct 14, 2025
mlr3benchmark
Public
Analysis and tools for benchmarking in mlr3 and beyond.
benchmarking r analysis r-package benchmark-experiments mlr3 benchmark-analysis
R
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GNU Lesser General Public License v3.0
•2•13•15•2•Updated Oct 10, 2025Oct 10, 2025
mlr3spatial
Public
Spatial objects within the mlr3 ecosystem
r spatial r-package mlr3 spatial-modelling raster-prediction
HTML
•5•44•3•1•Updated Oct 10, 2025Oct 10, 2025
mlr3db
Public
Data Backends to let mlr3 work transparently with (remote) data bases
mysql bigquery machine-learning r database spark sqlite odbc postgresql mariadb
R
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GNU Lesser General Public License v3.0
•1•23•3•0•Updated Oct 10, 2025Oct 10, 2025
mlr3cmprsk
Public
Competing Risks Machine Learning for mlr3
machine-learning r survival-analysis competing-risks
R
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Other
•1•0•3•1•Updated Oct 7, 2025Oct 7, 2025
libcmaesr
Public
R
•0•4•0•1•Updated Sep 30, 2025Sep 30, 2025
mlr3misc
Public
Miscellaneous helper functions for mlr3
machine-learning r miscellaneous r-package mlr3
R
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GNU Lesser General Public License v3.0
•4•13•11•3•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
r filter variable-importance feature-selection filters r-package mlr mlr3
R
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GNU Lesser General Public License v3.0
•9•20•10•2•Updated Sep 12, 2025Sep 12, 2025