mlr-org/mlr3mbo

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Created about 5 years ago
Updated about 1 month ago

mlr-org/mlr3mbo

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Flexible Bayesian Optimization in R

mlr

Machine Learning in R

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.

mlrMBO

Toolbox for Bayesian Optimization and Model-Based Optimization in R

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

mlr-outreach

parallelMap

R package to interface some popular parallelization backends with a unified interface

mlr3tuning

Hyperparameter optimization package of the mlr3 ecosystem

mlr3verse

Meta-package for installing/updating mlr3* packages.

mlr3spatiotempcv

Spatiotemporal resampling methods for mlr3

mlr3viz

Visualizations for mlr3

mlr3spatial

Spatial objects within the mlr3 ecosystem

mlr3torch

Deep learning framework for the mlr3 ecosystem based on torch

mlrCPO

Composable Preprocessing Operators for MLR

mlr3keras

Deep learning for mlr3

mcboost

Multi-Calibration & Multi-Accuracy Boosting for R

paradox

ParamHelpers Next Generation

ParamHelpers

Helpers for parameters in black-box optimization, tuning and machine learning.

mlr3cluster

Cluster analysis for mlr3

mlr3fselect

Feature selection package of the mlr3 ecosystem.

mlr3gallery

Case studies using mlr3

mlr3db

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

mlr3filters

Filter-based feature selection for mlr3

bbotk

Black-box optimization framework for R.

mlr3temporal

Forecasting for mlr3

mlr3-learndrake

Template for using mlr3 with drake

mlr3hyperband

Successive Halving and Hyperband in the mlr3 ecosystem

miesmuschel

Flexible Mixed Integer Evolutionary Strategies

user2020

Material for the useR2020 tutorial

mlr3fairness

mlr3 extension for Fairness in Machine Learning

mlr3tuningspaces

Collection of search spaces for hyperparameter optimization in the mlr3 ecosystem

mlr3measures

Performance measures used in mlr3

mlr3benchmark

Analysis and tools for benchmarking in mlr3 and beyond.

mlr3misc

Miscellaneous helper functions for mlr3

farff

a faster arff parser

mlr3cheatsheets

Cheat Sheets for mlr3 and Friends

mlr3website

The mlr3 quarto website and accomanying R package.

rush

Parallel and distributed computing in R.

mlr-extralearner

mlr3survival

Survival analysis for mlr3

mlr3automl

mlr3-targets

mlr3oml

Connect mlr3 with OpenML

mlr3summary

mlr3learners.template

Learner from package {<package>} for mlr3

mlr3batchmark

Connector between mlr3 and batchtools

mlr3docker

Docker Image for mlr3

mlr3ordinal

Ordinal Regression for mlr3

mlr3fda

Functional Data Analysis for mlr3

mlr3multioutput

Multiple Targets for mlr3

styler.mlr

{styler} mlr style guide

mlr3forecast

Time series forecasting for mlr3

mlr-web

mlr3pkgdowntemplate

pkgdown template package for mlr* packages

mlr3data

Data sets used in the book, gallery, or in examples of mlr3.

mlr3inferr

Statistical methods for inference on the generalization error

mlr3ensemble

mlr3 extension package for ensemble machine learning

mlr-org-website

mlrcranlog

mlr-org cranlogs