mlr-org

Repositories

• mlr3gallery

  Case studies using mlr3

  case-studies machine-learning r preprocessing mlr3 mlr3pipelines
  R CC0-1.0 5 10 7 9 Updated Sep 18, 2020

• mlr3cluster

  Cluster analysis for mlr3
  R 3 5 0 0 Updated Sep 18, 2020

• mlr

  Machine Learning in R

  data-science machine-learning cran tutorial r statistics clustering
  R 384 1,425 11 0 Updated Sep 18, 2020

• mlr3spatiotempcv

  Spatio-temporal resampling methods for mlr3

  cross-validation spatial resampling temporal resampling-methods mlr3
  R LGPL-3.0 2 24 4 0 Updated Sep 18, 2020

• mlr3pipelines

  Dataflow Programming for Machine Learning in R

  machine-learning r pipelines ensemble-learning dataflow-programming preprocessing stacking
  R LGPL-3.0 14 64 62 7 Updated Sep 18, 2020

• ParamHelpers

  Helpers for parameters in black-box optimization, tuning and machine learning.
  R 9 26 52 7 Updated Sep 18, 2020

• mlr3

  mlr3: Machine Learning in R - next generation

  data-science machine-learning r regression classification mlr3
  R LGPL-3.0 55 358 44 3 Updated Sep 18, 2020

• mlr3viz

  Visualizations for mlr3

  visualization ggplot2 r visualizations mlr3
  R LGPL-3.0 6 17 15 1 Updated Sep 18, 2020

• mlr3db

  mysql bigquery machine-learning r database spark sqlite
  R LGPL-3.0 0 13 1 0 Updated Sep 18, 2020

• mlr3filters

  Feature Selection Filters for mlr3

  r filter variable-importance feature-selection filters mlr mlr3
  R LGPL-3.0 4 6 9 0 Updated Sep 18, 2020

• mlr3tuning

  Tuning Methods for mlr3

  machine-learning r optimization tuning tune hyperparameter-tuning mlr3
  R LGPL-3.0 3 20 26 3 Updated Sep 18, 2020

• parallelMap

  R package to interface some popular parallelization backends with a unified interface
  R 13 58 4 1 Updated Sep 18, 2020

• 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 0 0 0 Updated Sep 18, 2020

• mlr3fselect

  Wrapper feature selection for mlr3
  R LGPL-3.0 2 4 1 1 Updated Sep 18, 2020

• paradox

  ParamHelpers Next Generation

  r transformations hyperparameters experimental-design mlr3
  R LGPL-3.0 4 19 22 6 Updated Sep 18, 2020

• mlr3hyperband
  R LGPL-3.0 1 9 9 2 Updated Sep 18, 2020

• mlr3proba

  Probabilistic Supervised Learning for mlr3

  machine-learning supervised-learning survival-analysis density-estimation probabilistic-supervised-learning probabilistic-regression
  R LGPL-3.0 6 30 12 (1 issue needs help) 1 Updated Sep 18, 2020

• mlr3oml

  Connect mlr3 with OpenML

  data-science data machine-learning r datasets openml mlr3
  R 0 1 0 0 Updated Sep 18, 2020

• mlr3cheatsheets

  Cheat Sheets for mlr3 and Friends
  TeX 1 3 1 0 Updated Sep 18, 2020

• mlr3verse

  Meta-package for installing/updating mlr3* packages.

  machine-learning cran meta mlr3
  R LGPL-3.0 1 10 1 0 Updated Sep 18, 2020

• mlr3measures

  Performance measures used in mlr3

  machine-learning r performance-evaluation mlr3 performance-measures
  R LGPL-3.0 2 2 4 0 Updated Sep 18, 2020

• mlr3benchmark

  Analysis and tools for benchmarking in mlr3.
  R LGPL-3.0 0 1 8 1 Updated Sep 18, 2020

• mlr3misc

  Miscellaneous helper functions for mlr3

  machine-learning r miscellaneous mlr3
  R 1 4 7 1 Updated Sep 18, 2020

• mlr3mbo
  R 0 2 12 1 Updated Sep 18, 2020

• bbotk

  Black-Box Optimization Toolkit for mlr3

  data-science machine-learning r optimization black-box-optimization hyperparameter-tuning mlr3
  R LGPL-3.0 0 0 12 3 Updated Sep 18, 2020

• mlrcranlog

  mlr-org cranlogs
  R 0 1 0 0 Updated Sep 18, 2020

• 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 43 166 74 11 Updated Sep 17, 2020

• mlr3extralearners

  Extra learners for use in mlr3.
  R 0 1 6 4 Updated Sep 16, 2020

• mlr3book

  mlr3 manual

  machine-learning r book bookdown mlr3
  R MIT 29 77 24 7 Updated Sep 15, 2020

• mlr3batchmark

  Connector between mlr3 and batchtools
  R 0 1 0 0 Updated Sep 14, 2020