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78 repositories

mlr3automl
Public
R
•1•6•14•4•Updated Jul 31, 2025Jul 31, 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•13•11•1•Updated Jul 31, 2025Jul 31, 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
•0•5•10•0•Updated Jul 30, 2025Jul 30, 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
•92•1k•55•5•Updated Jul 30, 2025Jul 30, 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
•56•101•23•8•Updated Jul 30, 2025Jul 30, 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•32•4•2•Updated Jul 30, 2025Jul 30, 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•3•2•Updated Jul 30, 2025Jul 30, 2025
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
•69•269•15•4•Updated Jul 29, 2025Jul 29, 2025
mlr3tuningspaces
Public
Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem
tuning r-package tune hyperparameter-tuning mlr3 machine-learning r automl
R
•4•14•4•2•Updated Jul 29, 2025Jul 29, 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•57•5•0•Updated Jul 29, 2025Jul 29, 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•50•45•4•Updated Jul 29, 2025Jul 29, 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
•19•95•11•2•Updated Jul 29, 2025Jul 29, 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•144•105•16•Updated Jul 28, 2025Jul 28, 2025
mlr3docker
Public
Docker Images for mlr3
Dockerfile
•2•5•0•0•Updated Jul 25, 2025Jul 25, 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 Jul 24, 2025Jul 24, 2025
mcboost
Public
Multi-Calibration & Multi-Accuracy Boosting for R
machine-learning classification post-processing fairness ethics bias-correction bias-detection fairness-ai fairness-ml responsible-ai
R
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Other
•4•32•6•0•Updated Jul 24, 2025Jul 24, 2025
mlr3hyperband
Public
Successive Halving and Hyperband in the mlr3 ecosystem
r tuning tune hyperparameter-tuning hyperband mlr3 bbotk machine-learning optimization automl
R
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GNU Lesser General Public License v3.0
•5•18•5•0•Updated Jul 23, 2025Jul 23, 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•22•2•Updated Jul 23, 2025Jul 23, 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•3•Updated Jul 23, 2025Jul 23, 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•9•2•Updated Jul 21, 2025Jul 21, 2025
mlr3spatial
Public
Spatial objects within the mlr3 ecosystem
spatial mlr3 spatial-modelling raster-prediction r r-package
HTML
•5•44•3•1•Updated Jul 18, 2025Jul 18, 2025
mlr3website
Public
The mlr3 quarto website and accomanying R package.
HTML
•3•10•11•6•Updated Jul 18, 2025Jul 18, 2025
mlr3db
Public
Data Backends to let mlr3 work transparently with (remote) data bases
mysql bigquery machine-learning spark sqlite odbc postgresql mariadb r-package mlr3
R
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GNU Lesser General Public License v3.0
•1•22•4•1•Updated Jul 18, 2025Jul 18, 2025
actions
Public
GitHub Actions for the mlr3 ecosystem
JavaScript
•0•0•0•0•Updated Jul 17, 2025Jul 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 Jul 16, 2025Jul 16, 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
•3•5•4•0•Updated Jul 16, 2025Jul 16, 2025
mlr3proba
Public
Probabilistic Learning for mlr3
machine-learning r supervised-learning survival-analysis r-package density-estimation mlr3 probabilistic-supervised-learning probabilistic-regression
R
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GNU Lesser General Public License v3.0
•22•139•7•3•Updated Jul 11, 2025Jul 11, 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•52•5•0•Updated Jul 10, 2025Jul 10, 2025
styler.mlr
Public
{styler} mlr style guide
R
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Other
•0•6•0•1•Updated Jul 7, 2025Jul 7, 2025
mlr3fairness
Public
mlr3 extension for Fairness in Machine Learning
r r-package fairness mlr3 machine-learning
HTML
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GNU Lesser General Public License v3.0
•2•14•7•0•Updated Jun 24, 2025Jun 24, 2025