mlr-org

Repositories

• mlr3measures

  Performance measures used in mlr3

  machine-learning r performance-evaluation mlr3 performance-measures
  R LGPL-3.0 3 6 4 1 Updated Jul 20, 2021

• bbotk

  Black-Box Optimization Toolkit for mlr3

  data-science machine-learning r optimization black-box-optimization hyperparameter-tuning mlr3
  R LGPL-3.0 5 6 6 6 Updated Jul 20, 2021

• parallelMap

  R package to interface some popular parallelization backends with a unified interface
  R 14 57 3 1 Updated Jul 20, 2021

• mlr3misc

  Miscellaneous helper functions for mlr3

  machine-learning r miscellaneous mlr3
  R 1 6 5 1 Updated Jul 20, 2021

• mlr3cheatsheets

  Cheat Sheets for mlr3 and Friends
  R 1 6 0 0 Updated Jul 19, 2021

• mlr3tuning

  Tuning Methods for mlr3

  machine-learning r optimization tuning tune hyperparameter-tuning mlr3
  R LGPL-3.0 3 31 16 3 Updated Jul 19, 2021

• mlrMBO

  Toolbox for Bayesian Optimization and Model-Based Optimization in R

  r optimization hyperparameter-optimization r-package mlr model-based-optimization black-box-optimization
  R 45 173 79 12 Updated Jul 19, 2021

• miesmuschel

  Flexible Mixed Integer Evolutionary Strategies
  R 0 7 40 5 Updated Jul 19, 2021

• mlr3viz

  Visualizations for mlr3

  visualization ggplot2 r visualizations mlr3
  R LGPL-3.0 6 30 14 2 Updated Jul 19, 2021

• mlr3db

  mysql bigquery machine-learning r database spark sqlite
  R LGPL-3.0 0 16 3 0 Updated Jul 19, 2021

• mlr3fselect

  Wrapper feature selection for mlr3

  machine-learning r optimization feature-selection evolutionary-algorithms random-search recursive-feature-elimination
  R LGPL-3.0 2 7 0 1 Updated Jul 19, 2021

• mlr3gallery

  Case studies using mlr3

  case-studies machine-learning r preprocessing mlr3 mlr3pipelines
  HTML 7 16 5 5 Updated Jul 19, 2021

• mlr3data

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

  data-science data machine-learning r mlr3 data-sets
  R LGPL-3.0 0 1 0 0 Updated Jul 19, 2021

• mlr3

  mlr3: Machine Learning in R - next generation

  data-science machine-learning r regression classification mlr3
  R LGPL-3.0 62 509 46 9 Updated Jul 19, 2021

• mlr3learners

  Recommended learners for mlr3

  machine-learning r regression classification learners mlr3
  R LGPL-3.0 10 58 24 4 Updated Jul 19, 2021

• mlr3oml

  Connect mlr3 with OpenML

  data-science data machine-learning r datasets openml mlr3
  R 0 1 0 0 Updated Jul 19, 2021

• mlr3hyperband

  Hyperband tuning for mlr3

  machine-learning r optimization tuning tune hyperparameter-tuning hyperband
  R LGPL-3.0 2 15 8 2 Updated Jul 19, 2021

• mlr3filters

  Feature Selection Filters for mlr3

  r filter variable-importance feature-selection filters mlr mlr3
  R LGPL-3.0 5 8 6 0 Updated Jul 19, 2021

• mlr3spatiotempcv

  Spatiotemporal resampling methods for mlr3

  r cross-validation spatial resampling temporal resampling-methods mlr3
  R LGPL-3.0 4 33 3 2 Updated Jul 19, 2021

• mcboost

  Multi-Calibration & Multi-Accuracy Boosting for R

  machine-learning classification post-processing fairness ethics bias-correction bias-detection
  R 1 7 3 1 Updated Jul 19, 2021

• mlr3proba

  Probabilistic Supervised Learning for mlr3

  machine-learning r supervised-learning survival-analysis density-estimation mlr3 probabilistic-supervised-learning
  R LGPL-3.0 8 52 24 (2 issues need help) 1 Updated Jul 19, 2021

• mlr3spatial

  spatial spatial-modelling raster-prediction
  R 1 11 5 1 Updated Jul 19, 2021

• mlr3tuningspaces

  Tuning spaces for mlr3 learners.

  machine-learning r tuning tune hyperparameter-tuning mlr3
  R 0 0 0 0 Updated Jul 19, 2021

• mlr3pipelines

  Dataflow Programming for Machine Learning in R

  machine-learning r pipelines ensemble-learning dataflow-programming preprocessing stacking
  R LGPL-3.0 12 105 79 12 Updated Jul 19, 2021

• mlr

  Machine Learning in R

  data-science machine-learning cran tutorial r statistics clustering
  R 389 1,493 9 0 Updated Jul 17, 2021

• mlr3fairness

  mlr3 extension for Fairness in Machine Learning
  R LGPL-3.0 0 6 6 1 Updated Jul 16, 2021

• mlr3book

  mlr3 manual

  machine-learning r book bookdown mlr3
  TeX MIT 30 91 19 6 Updated Jul 14, 2021

• paradox

  ParamHelpers Next Generation

  r transformations hyperparameters experimental-design mlr3
  R LGPL-3.0 5 21 21 9 Updated Jul 13, 2021

• mlr3batchmark

  Connector between mlr3 and batchtools

  r hpc cluster-computing batchtools mlr3
  R 0 1 1 0 Updated Jul 12, 2021

• mlr3extralearners

  Extra learners for use in mlr3.
  R 17 24 13 (1 issue needs help) 1 Updated Jul 12, 2021