mlr-org

mlr3

mlr3: Machine Learning in R - next generation

mlr3book

Online version of Bischl, B., Sonabend, R., Kotthoff, L., & Lang, M. (Eds.). (2024). "Applied Machine Learning Using mlr3 in R". CRC Press.

batchtools

Tools for computation on batch systems

mlr3pipelines

Dataflow Programming for Machine Learning in R

mlr3proba

Probabilistic Learning for mlr3

mlr3extralearners

Extra learners for use in mlr3.

mlr3learners

Recommended learners for mlr3

mlr3tuning

Hyperparameter optimization package of the mlr3 ecosystem

mlr3torch

Deep learning framework for the mlr3 ecosystem based on torch

mlr3viz

Visualizations for mlr3

mlr3spatial

Spatial objects within the mlr3 ecosystem

paradox

ParamHelpers Next Generation

mlr3mbo

Flexible Bayesian Optimization in R

mlr3cluster

Cluster analysis for mlr3

bbotk

Black-box optimization framework for R.

mlr3db

Data Backends to let mlr3 work transparently with (remote) data bases

mlr3filters

Filter-based feature selection for mlr3

rush

Package designed to solve large-scale problems asynchronously across a distributed network

mlr3benchmark

Analysis and tools for benchmarking in mlr3 and beyond.

mlr3misc

Miscellaneous helper functions for mlr3

mlr3website

The mlr3 quarto website and accomanying R package.

mlr3fda

Functional Data Analysis for mlr3

mlr3automl

styler.mlr

{styler} mlr style guide

mlr3forecast

Time series forecasting for mlr3

mlr3inferr

Statistical methods for inference on the generalization error

libcmaesr

survdistr

Survival Distribution Containers

xplainfi

A very early and experimental bit of trying something out.

mlr3cmprsk

Competing Risks Machine Learning for mlr3