CRAN/E | corrgrapher

corrgrapher

Explore Correlations Between Variables in a Machine Learning Model

Installation

About

When exploring data or models we often examine variables one by one. This analysis is incomplete if the relationship between these variables is not taken into account. The 'corrgrapher' package facilitates simultaneous exploration of the Partial Dependence Profiles and the correlation between variables in the model. The package 'corrgrapher' is a part of the 'DrWhy.AI' universe.

modeloriented.github.io/corrgrapher/
github.com/ModelOriented/corrgrapher
Bug report File report

Key Metrics

Version 1.0.4
R ≥ 3.5.0
Published 2020-10-13 1290 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks corrgrapher results
Language en-US

Downloads

Yesterday 7 0%
Last 7 days 47 -43%
Last 30 days 261 +25%
Last 90 days 650 -23%
Last 365 days 2.746 -5%

Maintainer

Maintainer

Pawel Morgen

seriousmorgen@protonmail.com

Authors

Pawel Morgen

aut / cre

Przemyslaw Biecek

aut

Material

README
NEWS
Reference manual
Package source

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

corrgrapher archive

Depends

R ≥ 3.5.0

Imports

visNetwork
ingredients
htmltools
ggplot2
knitr

Suggests

rmarkdown
testthat
DALEX
gbm
ranger
spelling
covr