mlr-org

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75 repositories

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•43•4•Updated Dec 27, 2024Dec 27, 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•0•Updated Dec 27, 2024Dec 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•0•Updated Dec 27, 2024Dec 27, 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•257•12•3•Updated Dec 23, 2024Dec 23, 2024
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
•86•953•39•8•Updated Dec 23, 2024Dec 23, 2024
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
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•11•5•Updated Dec 21, 2024Dec 21, 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•8•1•Updated Dec 21, 2024Dec 21, 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•18•Updated Dec 20, 2024Dec 20, 2024
mlr3extralearners
Public
Extra learners for use in mlr3.
R
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GNU Lesser General Public License v3.0
•51•94•21•6•Updated Dec 20, 2024Dec 20, 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•2•Updated Dec 20, 2024Dec 20, 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•133•11•4•Updated Dec 18, 2024Dec 18, 2024
rush
Public
Parallel and distributed computing in R.
r parallel-computing mlr3
R
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Other
•0•10•9•1•Updated Dec 18, 2024Dec 18, 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
•17•91•13•4•Updated Dec 18, 2024Dec 18, 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•9•2•Updated Dec 18, 2024Dec 18, 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•2•2•Updated Dec 18, 2024Dec 18, 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•5•5•0•Updated Dec 14, 2024Dec 14, 2024
mlr3docker
Public
Docker Images for mlr3
Dockerfile
•2•5•0•0•Updated Dec 11, 2024Dec 11, 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•0•Updated Dec 10, 2024Dec 10, 2024
mlr3website
Public
The mlr3 quarto website and accomanying R package.
R
•2•9•10•5•Updated Dec 4, 2024Dec 4, 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
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•23•5•Updated Nov 30, 2024Nov 30, 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
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
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
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
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
styler.mlr
Public
{styler} mlr style guide
R
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Other
•0•5•0•0•Updated Nov 5, 2024Nov 5, 2024