mlr-org

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80 repositories

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•101•22•10•Updated Aug 20, 2025Aug 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•51•44•3•Updated Aug 20, 2025Aug 20, 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•184•87•3•Updated Aug 20, 2025Aug 20, 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•106•18•Updated Aug 20, 2025Aug 20, 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•23•2•Updated Aug 19, 2025Aug 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
•93•1k•22•3•Updated Aug 19, 2025Aug 19, 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•11•Updated Aug 19, 2025Aug 19, 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•140•5•2•Updated Aug 18, 2025Aug 18, 2025
mlr3website
Public
The mlr3 quarto website and accomanying R package.
HTML
•3•10•12•7•Updated Aug 18, 2025Aug 18, 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•8•1•Updated Aug 18, 2025Aug 18, 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•95•9•3•Updated Aug 18, 2025Aug 18, 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•35•3•0•Updated Aug 18, 2025Aug 18, 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•2•Updated Aug 16, 2025Aug 16, 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•1•Updated Aug 16, 2025Aug 16, 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•268•18•5•Updated Aug 16, 2025Aug 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 Aug 16, 2025Aug 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•58•5•1•Updated Aug 15, 2025Aug 15, 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•12•6•Updated Aug 15, 2025Aug 15, 2025
mlr3data
Public
Data sets used in the book, gallery, or in examples of mlr3.
data-science data r r-package mlr3 data-sets machine-learning
R
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GNU Lesser General Public License v3.0
•1•2•0•1•Updated Aug 15, 2025Aug 15, 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•3•Updated Aug 15, 2025Aug 15, 2025
survdistr
Public
Survival Distribution Containers
R
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GNU General Public License v3.0
•0•2•1•1•Updated Aug 14, 2025Aug 14, 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 Aug 14, 2025Aug 14, 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
•4•13•11•1•Updated Aug 13, 2025Aug 13, 2025
libcmaesr
Public
C++
•0•1•1•0•Updated Aug 13, 2025Aug 13, 2025
mlr3docker
Public
Docker Images for mlr3
Dockerfile
•2•5•0•1•Updated Aug 12, 2025Aug 12, 2025
styler.mlr
Public
{styler} mlr style guide
R
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Other
•0•6•0•2•Updated Aug 11, 2025Aug 11, 2025
mlr3automl
Public
R
•0•6•14•4•Updated Aug 9, 2025Aug 9, 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•0•Updated Aug 1, 2025Aug 1, 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