mlr-org

Repositories

• mlr3

  mlr3: Machine Learning in R - next generation

  data-science machine-learning r regression classification mlr3
  R LGPL-3.0 57 419 51 7 Updated Jan 21, 2021

• paradox

  ParamHelpers Next Generation

  r transformations hyperparameters experimental-design mlr3
  R LGPL-3.0 4 19 15 6 Updated Jan 21, 2021

• mlr3pipelines

  Dataflow Programming for Machine Learning in R

  machine-learning r pipelines ensemble-learning dataflow-programming preprocessing stacking
  R LGPL-3.0 13 82 71 9 Updated Jan 21, 2021

• mlr3verse

  Meta-package for installing/updating mlr3* packages.

  machine-learning cran meta mlr3
  R LGPL-3.0 2 13 2 0 Updated Jan 21, 2021

• mlr3proba

  Probabilistic Supervised Learning for mlr3

  machine-learning supervised-learning survival-analysis density-estimation probabilistic-supervised-learning probabilistic-regression
  R LGPL-3.0 6 38 21 (3 issues need help) 5 Updated Jan 21, 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 43 169 76 11 Updated Jan 21, 2021

• mlr

  Machine Learning in R

  data-science machine-learning cran tutorial r statistics clustering
  R 390 1,456 10 0 Updated Jan 21, 2021

• mlr3filters

  Feature Selection Filters for mlr3

  r filter variable-importance feature-selection filters mlr mlr3
  R LGPL-3.0 5 7 6 0 Updated Jan 21, 2021

• mlr3extralearners

  Extra learners for use in mlr3.
  R 9 16 13 (1 issue needs help) 2 Updated Jan 21, 2021

• mlr3gallery

  Case studies using mlr3

  case-studies machine-learning r preprocessing mlr3 mlr3pipelines
  TeX 7 13 7 5 Updated Jan 21, 2021

• mlr3viz

  Visualizations for mlr3

  visualization ggplot2 r visualizations mlr3
  R LGPL-3.0 6 25 14 1 Updated Jan 21, 2021

• mlr3db

  mysql bigquery machine-learning r database spark sqlite
  R LGPL-3.0 0 16 1 0 Updated Jan 21, 2021

• mlr3tuning

  Tuning Methods for mlr3

  machine-learning r optimization tuning tune hyperparameter-tuning mlr3
  R LGPL-3.0 3 27 25 6 Updated Jan 21, 2021

• mlr3spatiotempcv

  Spatiotemporal resampling methods for mlr3

  cross-validation spatial resampling temporal resampling-methods mlr3
  R LGPL-3.0 2 27 1 0 Updated Jan 21, 2021

• mlr3cluster

  Cluster analysis for mlr3
  R 3 8 1 0 Updated Jan 21, 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 Jan 21, 2021

• mlr3hyperband

  Hyperband tuning for mlr3

  machine-learning r optimization tuning tune hyperparameter-tuning hyperband
  R LGPL-3.0 2 14 9 3 Updated Jan 21, 2021

• mlr3learners

  Recommended learners for mlr3

  machine-learning r regression classification learners mlr3
  R LGPL-3.0 8 47 21 2 Updated Jan 21, 2021

• mlr3fselect

  Wrapper feature selection for mlr3
  R LGPL-3.0 2 6 0 1 Updated Jan 21, 2021

• mlr3cheatsheets

  Cheat Sheets for mlr3 and Friends
  HTML 1 5 0 0 Updated Jan 21, 2021

• mlr3benchmark

  Analysis and tools for benchmarking in mlr3 and beyond.

  benchmarking analysis
  R LGPL-3.0 0 4 7 0 Updated Jan 21, 2021

• mlr3measures

  Performance measures used in mlr3

  machine-learning r performance-evaluation mlr3 performance-measures
  R LGPL-3.0 3 4 3 0 Updated Jan 21, 2021

• mlr3keras

  Deep learning for mlr3
  R LGPL-3.0 3 20 4 1 Updated Jan 21, 2021

• mlr3misc

  Miscellaneous helper functions for mlr3

  machine-learning r miscellaneous mlr3
  R 1 5 4 1 Updated Jan 21, 2021

• bbotk

  Black-Box Optimization Toolkit for mlr3

  data-science machine-learning r optimization black-box-optimization hyperparameter-tuning mlr3
  R LGPL-3.0 3 2 6 2 Updated Jan 21, 2021

• mlr3mbo
  R 1 6 20 4 Updated Jan 20, 2021

• miesmuschel

  Flexible Mixed Integer Evolutionary Strategies
  R 0 0 16 0 Updated Jan 20, 2021

• mlr3book

  mlr3 manual

  machine-learning r book bookdown mlr3
  R MIT 32 85 19 7 Updated Jan 18, 2021

• mlr-web
  HTML 3 3 6 0 Updated Jan 7, 2021

• mlr3oml

  Connect mlr3 with OpenML

  data-science data machine-learning r datasets openml mlr3
  R 0 1 0 0 Updated Jan 6, 2021