Package: pdp 0.8.1

pdp: Partial Dependence Plots

A general framework for constructing partial dependence (i.e., marginal effect) plots from various types machine learning models in R.

Authors:Brandon M. Greenwell [aut, cre]

pdp_0.8.1.tar.gz
pdp_0.8.1.zip(r-4.7)pdp_0.8.1.zip(r-4.6)pdp_0.8.1.zip(r-4.5)
pdp_0.8.1.tgz(r-4.6-x86_64)pdp_0.8.1.tgz(r-4.6-arm64)pdp_0.8.1.tgz(r-4.5-x86_64)pdp_0.8.1.tgz(r-4.5-arm64)
pdp_0.8.1.tar.gz(r-4.7-arm64)pdp_0.8.1.tar.gz(r-4.7-x86_64)pdp_0.8.1.tar.gz(r-4.6-arm64)pdp_0.8.1.tar.gz(r-4.6-x86_64)
pdp_0.8.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
pdp/json (API)
NEWS

# Install 'pdp' in R:
install.packages('pdp', repos = c('https://bgreenwell.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/bgreenwell/pdp/issues

Datasets:
  • boston - Boston Housing Data
  • pima - Pima Indians Diabetes Data

On CRAN:

Conda:

black-box-modelmachine-learningpartial-dependence-functionpartial-dependence-plotvisualization

11.71 score 99 stars 3 packages 1.6k scripts 12k downloads 16 mentions 5 exports 21 dependencies

Last updated from:4f22141faf. Checks:11 ERROR, 2 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64ERROR264
linux-devel-x86_64ERROR301
source / vignettesOK249
linux-release-arm64ERROR260
linux-release-x86_64ERROR290
macos-release-arm64ERROR191
macos-release-x86_64ERROR592
macos-oldrel-arm64ERROR238
macos-oldrel-x86_64ERROR415
windows-develERROR271
windows-releaseERROR283
windows-oldrelERROR288
wasm-releaseOK148

Exports:exemplarpartialplotPartialtopPredictorstrellis.last.object

Dependencies:clicodetoolscpp11farverforeachggplot2gluegtableisobanditeratorslabelinglatticelifecycleR6RColorBrewerrlangS7scalesvctrsviridisLitewithr

pdp-approximate

Rendered frompdp-approximate.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2022-05-27
Started: 2022-05-27

pdp-introduction

Rendered frompdp-intro.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2020-04-14
Started: 2020-04-14

pdp-link-function

Rendered frompdp-link-function.Rnwusingutils::Sweaveon Jun 01 2026.

Last update: 2022-05-27
Started: 2022-05-27

Readme and manuals

Help Manual

Help pageTopics
Plotting Partial Dependence Functionsautoplot.cice autoplot.ice autoplot.partial
Boston Housing Databoston
Exemplar observationexemplar exemplar.data.frame exemplar.dgCMatrix exemplar.matrix
Partial Dependence Functionspartial partial.default partial.model_fit
pdp: A general framework for constructing partial dependence (i.e., marginal effect) plots from various types machine learning models in R.pdp
Pima Indians Diabetes Datapima
Plotting Partial Dependence FunctionsplotPartial plotPartial.cice plotPartial.ice plotPartial.partial
Extract Most "Important" Predictors (Experimental)topPredictors topPredictors.default topPredictors.train