mlr-org

All

83 repositories

mlr3extralearners
Public
Extra learners for use in mlr3.
machine-learning r r-package mlr3
R
•
GNU Lesser General Public License v3.0
•56•109•23•16•Updated Jan 5, 2026Jan 5, 2026
styler.mlr
Public
{styler} mlr style guide
R
•
Other
•0•6•0•3•Updated Jan 5, 2026Jan 5, 2026
mlr3learners
Public
Recommended learners for mlr3
machine-learning r regression classification r-package learners mlr3
R
•
GNU Lesser General Public License v3.0
•20•96•10•6•Updated Jan 4, 2026Jan 4, 2026
mlr3
Public
mlr3: Machine Learning in R - next generation
data-science machine-learning r regression classification r-package mlr3
R
•
GNU Lesser General Public License v3.0
•94•1k•28•8•Updated Jan 4, 2026Jan 4, 2026
mlr3pipelines
Public
Dataflow Programming for Machine Learning in R
data-science machine-learning r pipelines ensemble-learning dataflow-programming r-package preprocessing stacking bagging
R
•
GNU Lesser General Public License v3.0
•28•148•100•17•Updated Jan 4, 2026Jan 4, 2026
mlr3cluster
Public
Cluster analysis for mlr3
r clustering r-package cluster-analysis mlr3
R
•
GNU Lesser General Public License v3.0
•6•25•7•1•Updated Jan 3, 2026Jan 3, 2026
mlr3fda
Public
Functional Data Analysis for mlr3
data-science machine-learning r data-analysis r-package data-analysis-in-r mlr3 functional-data
R
•
GNU Lesser General Public License v3.0
•4•7•4•0•Updated Jan 3, 2026Jan 3, 2026
mlr3forecast
Public
Time series forecasting for mlr3
machine-learning r time-series forecasting r-package mlr3
R
•
GNU Lesser General Public License v3.0
•1•6•2•0•Updated Jan 2, 2026Jan 2, 2026
mlr3misc
Public
Miscellaneous helper functions for mlr3
machine-learning r miscellaneous r-package mlr3
R
•
GNU Lesser General Public License v3.0
•4•13•12•3•Updated Dec 28, 2025Dec 28, 2025
mlr3proba
Public
Probabilistic Learning for mlr3
machine-learning r supervised-learning survival-analysis r-package density-estimation mlr3
R
•
GNU Lesser General Public License v3.0
•22•145•0•0•Updated Dec 21, 2025Dec 21, 2025
xplainfi
Public
A very early and experimental bit of trying something out.
R
•
Other
•1•3•10•0•Updated Dec 18, 2025Dec 18, 2025
mlr3torch
Public
Deep learning framework for the mlr3 ecosystem based on torch
data-science machine-learning r deep-learning torch r-package mlr3
R
•
Other
•8•55•46•7•Updated Dec 18, 2025Dec 18, 2025
mlr3website
Public
The mlr3 quarto website and accomanying R package.
HTML
•3•10•13•6•Updated Dec 17, 2025Dec 17, 2025
rush
Public
Package designed to solve large-scale problems asynchronously across a distributed network
r parallel-computing mlr3
R
•
Other
•1•14•11•0•Updated Dec 16, 2025Dec 16, 2025
mlr3cmprsk
Public
Competing Risks Machine Learning for mlr3
machine-learning r survival-analysis competing-risks
R
•
Other
•1•0•5•2•Updated Dec 15, 2025Dec 15, 2025
batchtools
Public
Tools for computation on batch systems
cran r hpc docker-swarm parallel-computing slurm sge torque lsf openlava
R
•
GNU Lesser General Public License v3.0
•52•183•88•5•Updated Dec 15, 2025Dec 15, 2025
celecx
Public
R
•
Other
•0•0•0•2•Updated Dec 15, 2025Dec 15, 2025
survdistr
Public
Survival Distribution Containers
R
•
Other
•0•3•6•3•Updated Dec 15, 2025Dec 15, 2025
mlr3mbo
Public
Flexible Bayesian Optimization in R
machine-learning cran r random-forest optimization optimizer tuning hyperparameter-optimization r-package model-based-optimization
R
•1•26•25•2•Updated Dec 15, 2025Dec 15, 2025
bbotk
Public
Black-box optimization framework for R.
data-science machine-learning r optimization hyperparameter-optimization r-package black-box-optimization hyperparameter-tuning mlr3 bbotk
R
•
GNU Lesser General Public License v3.0
•10•24•4•2•Updated Dec 15, 2025Dec 15, 2025
mlr3tuning
Public
Hyperparameter optimization package of the mlr3 ecosystem
machine-learning r optimization tuning hyperparameter-optimization r-package tune hyperparameter-tuning mlr3 bbotk
R
•
GNU Lesser General Public License v3.0
•8•58•6•1•Updated Dec 14, 2025Dec 14, 2025
mlr3fselect
Public
Feature selection package of the mlr3 ecosystem.
machine-learning r optimization feature-selection evolutionary-algorithms r-package random-search recursive-feature-elimination exhaustive-search mlr3
R
•
GNU Lesser General Public License v3.0
•5•37•3•0•Updated Dec 13, 2025Dec 13, 2025
actions
Public
GitHub Actions for the mlr3 ecosystem
JavaScript
•0•0•0•0•Updated Dec 13, 2025Dec 13, 2025
mlr3viz
Public
Visualizations for mlr3
visualization ggplot2 r r-package visualizations mlr3
R
•
GNU Lesser General Public License v3.0
•7•45•23•3•Updated Dec 8, 2025Dec 8, 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
•
MIT License
•68•275•21•8•Updated Dec 5, 2025Dec 5, 2025
mlr3inferr
Public
Statistical methods for inference on the generalization error
machine-learning r statistics
R
•
GNU Lesser General Public License v3.0
•0•5•1•0•Updated Nov 26, 2025Nov 26, 2025
mlr3measures
Public
Performance measures used in mlr3
machine-learning r r-package performance-evaluation mlr3 performance-measures
R
•
GNU Lesser General Public License v3.0
•6•13•8•0•Updated Nov 26, 2025Nov 26, 2025
paradox
Public
ParamHelpers Next Generation
r transformations hyperparameters r-package experimental-design mlr3
R
•
GNU Lesser General Public License v3.0
•6•28•34•13•Updated Nov 25, 2025Nov 25, 2025
mlr3docker
Public
Docker Images for mlr3
Dockerfile
•2•6•1•1•Updated Nov 24, 2025Nov 24, 2025
mlr3automl
Public
R
•0•6•14•5•Updated Nov 22, 2025Nov 22, 2025