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76 repositories

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•972•43•5•Updated Mar 12, 2025Mar 12, 2025
mlr3torch-course
Public
Course on deep learning in R, using torch and mlr3torch.
data-science r deeplearning mlr3 machine-lear
R
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Creative Commons Attribution Share Alike 4.0 International
•0•0•2•0•Updated Mar 12, 2025Mar 12, 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
•63•259•14•5•Updated Mar 12, 2025Mar 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
•9•51•4•0•Updated Mar 12, 2025Mar 12, 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•9•5•Updated Mar 11, 2025Mar 11, 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•10•1•Updated Mar 11, 2025Mar 11, 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
•26•141•103•17•Updated Mar 10, 2025Mar 10, 2025
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 Mar 10, 2025Mar 10, 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•42•44•2•Updated Mar 10, 2025Mar 10, 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
•52•95•27•5•Updated Mar 10, 2025Mar 10, 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•6•0•Updated Mar 9, 2025Mar 9, 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•6•0•Updated Mar 9, 2025Mar 9, 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
•0•21•4•1•Updated Mar 7, 2025Mar 7, 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•25•21•3•Updated Mar 4, 2025Mar 4, 2025
miesmuschel
Public
Flexible Mixed Integer Evolutionary Strategies
R
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Other
•4•15•48•5•Updated Feb 27, 2025Feb 27, 2025
mlr3automl
Public
R
•1•6•13•4•Updated Feb 25, 2025Feb 25, 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 Feb 24, 2025Feb 24, 2025
mlr3website
Public
The mlr3 quarto website and accomanying R package.
R
•2•10•11•5•Updated Feb 17, 2025Feb 17, 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•1•Updated Feb 16, 2025Feb 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 Feb 14, 2025Feb 14, 2025
rush
Public
Parallel and distributed computing in R.
r parallel-computing mlr3
R
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Other
•0•11•9•1•Updated Feb 13, 2025Feb 13, 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•3•1•Updated Feb 12, 2025Feb 12, 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•1•Updated Feb 12, 2025Feb 12, 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•5•1•Updated Feb 12, 2025Feb 12, 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•2•Updated Feb 7, 2025Feb 7, 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•29•34•12•Updated Feb 1, 2025Feb 1, 2025
mlr3docker
Public
Docker Images for mlr3
Dockerfile
•2•5•0•0•Updated Jan 30, 2025Jan 30, 2025
actions
Public
GitHub Actions for the mlr3 ecosystem
JavaScript
•0•0•0•0•Updated Jan 30, 2025Jan 30, 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•12•4•Updated Jan 29, 2025Jan 29, 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•24•4•Updated Jan 16, 2025Jan 16, 2025