CRAN/E | pdp

pdp

Partial Dependence Plots

Installation

About

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

Citation pdp citation info
github.com/bgreenwell/pdp
bgreenwell.github.io/pdp/
Bug report File report

Key Metrics

Version 0.8.1
R ≥ 3.6.0
Published 2022-06-07 852 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks pdp results

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Maintainer

Maintainer

Brandon M. Greenwell

[email protected]

Authors

Brandon M. Greenwell

aut / cre

Material

README
NEWS
Reference manual
Package source

In Views

MachineLearning

Vignettes

pdp-approximate
pdp-introduction
pdp-link-function

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

pdp archive

Depends

R ≥ 3.6.0

Imports

foreach
ggplot2 ≥ 3.0.0
grDevices
lattice
methods
rlang ≥ 0.3.0
stats
utils

Suggests

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mda
mlbench
nnet
party
partykit
randomForest
ranger
reticulate
rpart
tinytest
xgboost ≥ 0.6-0
knitr
rmarkdown
vip

Reverse Imports

hpiR
moreparty
oncrawlR
radiant.model
rmweather
xspliner

Reverse Suggests

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