Repositories list

• vip

  Public
  Variable Importance Plots (VIPs)

  machine-learningvariable-importanceinteraction-effect+ 3partial-dependence-plotsupervised-learning-algorithmsvariable-importance-plots

  R

  •23•190•16•1•Updated Dec 12, 2025Dec 12, 2025

• sure

  Public
  Surrogate residuals for cumulative link and general regression models in R

  diagnosticsordinal-regressionresiduals+ 1categorical-data

  R

  •4•8•19•1•Updated Mar 3, 2025Mar 3, 2025

• homlr

  Public
  Supplementary material for Hands-On Machine Learning with R, an applied book covering the fundamentals of machine learning with R.

  data-sciencemachine-learningr+ 2supervised-learningunsupervised-learning

  CSS

  •

  Creative Commons Attribution Share Alike 4.0 International

  •87•236•41•0•Updated Jun 23, 2022Jun 23, 2022

• machine-learning-in-R

  Public
  A bookdown version of the UseR 2016 machine learning tutorial given by Erin LeDell

  machine-learningdeep-learningrandom-forest+ 2h2ogradient-boosting-machine

  CSS

  •1.3k•8•0•1•Updated Jan 27, 2022Jan 27, 2022

• pkg-vip

  Public
  Software manuscript describing the vip package

  TeX

  •0•1•1•0•Updated Dec 21, 2019Dec 21, 2019

• anomalyDetection

  Public
  An R package for implementing augmented network log anomaly detection procedures

  data-miningcranr+ 1anomalydetection

  R

  •6•22•6•0•Updated Oct 13, 2019Oct 13, 2019

• AnalyticsSummit19

  Public
  Material for 2019 Analytics Summit Machine Learning with R Training

  data-sciencemachine-learningr+ 2workshop-materialseducational-materials

  R

  •8•11•0•0•Updated Apr 1, 2019Apr 1, 2019

• abar

  Public
  Advanced Business Analytics in R (Supplementary Material)

  HTML

  •2•2•3•0•Updated Jan 8, 2019Jan 8, 2019

• css

  Public
  A collection of CSS themes

  CSS

  •0•0•1•0•Updated Oct 5, 2018Oct 5, 2018

• AnalyticsSummit18

  Public
  Slides and other material from our two-day workshop on machine learning in R

  data-sciencemachine-learningr+ 1shortcourse-material

  R

  •1•0•1•0•Updated Sep 14, 2018Sep 14, 2018

• koalaverse-blogdown

  Public
  A koality website about data science

  0•0•1•0•Updated Sep 11, 2018Sep 11, 2018

• gbm

  Public
  gbm: the old gbm package

  machine-learningrgradient-boosting-machine

  R

  •

  Other

  •28•1•0•0•Updated Jul 3, 2018Jul 3, 2018

• coursedown

  Public
  Generate static html documentation for a course

  0•0•0•0•Updated Jun 20, 2018Jun 20, 2018

• KraljicMatrix

  Public
  An R package for implementing the Kraljic Matrix to strategically analyze a firm’s purchasing portfolio

  cranrdecision-support+ 2kraljic-matrixmanagerial-preferences

  R

  •

  Other

  •1•3•0•0•Updated Mar 6, 2018Mar 6, 2018

• useR-machine-learning-tutorial

  Public
  useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html

  Jupyter Notebook

  •

  Apache License 2.0

  •204•1•0•0•Updated Feb 28, 2018Feb 28, 2018

• sure-manuscript

  Public
  TeX

  •0•0•0•0•Updated Sep 20, 2017Sep 20, 2017