pdp: Partial Dependence Plots

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

Version: 0.8.1
Depends: R (≥ 3.6.0)
Imports: foreach, ggplot2 (≥ 3.0.0), grDevices, lattice, methods, rlang (≥ 0.3.0), stats, utils
Suggests: adabag, AmesHousing, C50, caret, covr, Cubist, doParallel, dplyr, e1071, earth, gbm, gridExtra, ICEbox, ipred, keras, kernlab, magrittr, MASS, Matrix, mda, mlbench, nnet, party, partykit, randomForest, ranger, reticulate, rpart, tinytest, xgboost (≥ 0.6-0), knitr, rmarkdown, vip
Published: 2022-06-07
DOI: 10.32614/CRAN.package.pdp
Author: Brandon M. Greenwell ORCID iD [aut, cre]
Maintainer: Brandon M. Greenwell <greenwell.brandon at gmail.com>
BugReports: https://github.com/bgreenwell/pdp/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/bgreenwell/pdp, http://bgreenwell.github.io/pdp/
NeedsCompilation: yes
Citation: pdp citation info
Materials: README NEWS
In views: MachineLearning
CRAN checks: pdp results


Reference manual: pdp.pdf
Vignettes: pdp-approximate


Package source: pdp_0.8.1.tar.gz
Windows binaries: r-devel: pdp_0.8.1.zip, r-release: pdp_0.8.1.zip, r-oldrel: pdp_0.8.1.zip
macOS binaries: r-release (arm64): pdp_0.8.1.tgz, r-oldrel (arm64): pdp_0.8.1.tgz, r-release (x86_64): pdp_0.8.1.tgz, r-oldrel (x86_64): pdp_0.8.1.tgz
Old sources: pdp archive

Reverse dependencies:

Reverse imports: hpiR, moreparty, oncrawlR, radiant.model, rmweather
Reverse suggests: creditmodel, ENMTools, gbm, mpae, vip, xgrove


Please use the canonical form https://CRAN.R-project.org/package=pdp to link to this page.