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75 repositories

mlr3website
Public
The mlr3 quarto website and accomanying R package.
R
•2•10•10•6•Updated Jan 27, 2025Jan 27, 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
•20•135•10•3•Updated Jan 27, 2025Jan 27, 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
•51•94•22•6•Updated Jan 27, 2025Jan 27, 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
•9•50•4•0•Updated Jan 27, 2025Jan 27, 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
•59•257•13•5•Updated Jan 25, 2025Jan 25, 2025
mlr3docker
Public
Docker Images for mlr3
Dockerfile
•2•5•0•0•Updated Jan 25, 2025Jan 25, 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•4•6•0•Updated Jan 25, 2025Jan 25, 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
•3•12•9•4•Updated Jan 24, 2025Jan 24, 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
•7•41•50•3•Updated Jan 24, 2025Jan 24, 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
•85•963•41•6•Updated Jan 24, 2025Jan 24, 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
•25•142•102•16•Updated Jan 23, 2025Jan 23, 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
•17•91•12•3•Updated Jan 23, 2025Jan 23, 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
•5•55•6•2•Updated Jan 22, 2025Jan 22, 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•43•24•4•Updated Jan 16, 2025Jan 16, 2025
mlr3summary
Public
Model summaries for mlr3
machine-learning r r-package mlr3
R
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GNU Lesser General Public License v3.0
•2•7•0•2•Updated Jan 16, 2025Jan 16, 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•23•2•1•Updated Jan 16, 2025Jan 16, 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 Jan 15, 2025Jan 15, 2025
mlr3verse
Public
Meta-package for installing/updating mlr3* packages.
cran meta r-package mlr3 machine-learning r
R
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GNU Lesser General Public License v3.0
•6•55•2•0•Updated Jan 15, 2025Jan 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
•8•20•13•5•Updated Jan 13, 2025Jan 13, 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•22•2•2•Updated Jan 13, 2025Jan 13, 2025
mlr-org.r-universe.dev
Public
0•0•0•0•Updated Jan 8, 2025Jan 8, 2025
rush
Public
Parallel and distributed computing in R.
r parallel-computing mlr3
R
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Other
•0•10•9•1•Updated Jan 7, 2025Jan 7, 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
•2•5•5•0•Updated Jan 2, 2025Jan 2, 2025
ParamHelpers
Public
Helpers for parameters in black-box optimization, tuning and machine learning.
R
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Other
•10•26•53•9•Updated Dec 22, 2024Dec 22, 2024
mlr3cluster
Public
Cluster analysis for mlr3
r-package cluster-analysis mlr3 r clustering
R
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GNU Lesser General Public License v3.0
•6•23•7•1•Updated Dec 21, 2024Dec 21, 2024
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•2•Updated Dec 3, 2024Dec 3, 2024
mlr3benchmark
Public
Analysis and tools for benchmarking in mlr3 and beyond.
benchmarking analysis benchmark-experiments mlr3 benchmark-analysis r r-package
R
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GNU Lesser General Public License v3.0
•2•12•13•1•Updated Dec 2, 2024Dec 2, 2024
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•25•21•3•Updated Nov 28, 2024Nov 28, 2024
mlr3automl
Public
R
•1•6•15•4•Updated Nov 26, 2024Nov 26, 2024
mlr3batchmark
Public
Connector between mlr3 and batchtools
hpc high-performance-computing r-package cluster-computing batchtools mlr3 r
R
•3•5•5•1•Updated Nov 25, 2024Nov 25, 2024