mlr-org

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75 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•948•45•6•Updated Nov 28, 2024Nov 28, 2024
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•1•Updated Nov 28, 2024Nov 28, 2024
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•4•6•1•Updated Nov 28, 2024Nov 28, 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•22•3•Updated Nov 28, 2024Nov 28, 2024
rush
Public
Parallel and distributed computing in R.
r parallel-computing mlr3
R
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Other
•0•9•9•0•Updated Nov 28, 2024Nov 28, 2024
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•4•1•Updated Nov 28, 2024Nov 28, 2024
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•22•2•1•Updated Nov 27, 2024Nov 27, 2024
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•141•99•16•Updated Nov 27, 2024Nov 27, 2024
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•10•3•Updated Nov 27, 2024Nov 27, 2024
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•40•43•4•Updated Nov 27, 2024Nov 27, 2024
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•5•2•Updated Nov 27, 2024Nov 27, 2024
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•22•6•Updated Nov 26, 2024Nov 26, 2024
mlr3automl
Public
R
•1•6•15•4•Updated Nov 26, 2024Nov 26, 2024
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•10•4•Updated Nov 25, 2024Nov 25, 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
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 Nov 23, 2024Nov 23, 2024
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
•16•91•14•4•Updated Nov 23, 2024Nov 23, 2024
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•130•13•4•Updated Nov 21, 2024Nov 21, 2024
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•255•13•1•Updated Nov 19, 2024Nov 19, 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•9•1•Updated Nov 17, 2024Nov 17, 2024
mlr3extralearners
Public
Extra learners for use in mlr3.
R
•50•93•20•5•Updated Nov 14, 2024Nov 14, 2024
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 Nov 13, 2024Nov 13, 2024
mlr3website
Public
The mlr3 quarto website and accomanying R package.
R
•2•9•10•5•Updated Nov 13, 2024Nov 13, 2024
mlr3forecast
Public
Time series forecasting for mlr3
r time-series r-package mlr3
R
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GNU Lesser General Public License v3.0
•0•4•6•1•Updated Nov 11, 2024Nov 11, 2024
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•0•Updated Nov 8, 2024Nov 8, 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•2•Updated Nov 8, 2024Nov 8, 2024
styler.mlr
Public
{styler} mlr style guide
R
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Other
•0•5•0•0•Updated Nov 5, 2024Nov 5, 2024
mlr3survival
Public
Survival analysis for mlr3
r survival mlr3 survival-analysis
R
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GNU Lesser General Public License v3.0
•0•8•0•0•Updated Sep 25, 2024Sep 25, 2024
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•31•5•0•Updated Sep 21, 2024Sep 21, 2024
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
•3•13•5•0•Updated Sep 12, 2024Sep 12, 2024