mlr-org

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78 repositories

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 May 30, 2025May 30, 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
•27•143•106•16•Updated May 30, 2025May 30, 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•12•0•Updated May 30, 2025May 30, 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•4•0•Updated May 30, 2025May 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•23•2•0•Updated May 30, 2025May 30, 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•5•1•Updated May 30, 2025May 30, 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•7•5•Updated May 28, 2025May 28, 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
•65•262•18•4•Updated May 28, 2025May 28, 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
•53•96•27•9•Updated May 28, 2025May 28, 2025
mlr3website
Public
The mlr3 quarto website and accomanying R package.
R
•3•10•11•5•Updated May 28, 2025May 28, 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•22•3•Updated May 27, 2025May 27, 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•46•48•6•Updated May 27, 2025May 27, 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•13•9•2•Updated May 27, 2025May 27, 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
•87•1k•43•3•Updated May 26, 2025May 26, 2025
mlr3batchmark
Public
Connector between mlr3 and batchtools
hpc high-performance-computing r-package cluster-computing batchtools mlr3 r
R
•3•5•5•0•Updated May 26, 2025May 26, 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
•18•93•10•1•Updated May 23, 2025May 23, 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
•51•180•85•6•Updated May 22, 2025May 22, 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•27•3•0•Updated May 22, 2025May 22, 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•14•8•1•Updated May 22, 2025May 22, 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•8•3•Updated May 21, 2025May 21, 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
•3•13•4•1•Updated May 17, 2025May 17, 2025
mlr3resampling
Public
Resampling algorithms for mlr3 framework in R
R
•2•0•0•0•Updated May 16, 2025May 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
•21•137•9•4•Updated May 14, 2025May 14, 2025
mlr3automl
Public
R
•1•6•14•4•Updated May 13, 2025May 13, 2025
styler.mlr
Public
{styler} mlr style guide
R
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Other
•0•6•0•1•Updated May 5, 2025May 5, 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 Apr 23, 2025Apr 23, 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•2•Updated Apr 10, 2025Apr 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•2•Updated Apr 9, 2025Apr 9, 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•8•0•1•Updated Mar 20, 2025Mar 20, 2025
miesmuschel
Public
Flexible Mixed Integer Evolutionary Strategies
R
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Other
•4•16•48•3•Updated Mar 19, 2025Mar 19, 2025