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vivid: Variable Importance and Variable Interaction Displays

A suite of plots for displaying variable importance and two-way variable interaction jointly. Can also display partial dependence plots laid out in a pairs plot or 'zenplots' style.

Version: 0.2.9
Imports: condvis2, ggplot2, GGally, RColorBrewer, colorspace, stats, DendSer, ggalt, dplyr, igraph, flashlight, ggnewscale, sp
Suggests: intergraph (≥ 2.0-2), network (≥ 1.12.0), sna (≥ 2.3-2), mlr, MASS, tidymodels, e1071, gridExtra, lemon, mlr3, mlr3learners, scales, ranger, vip, knitr, rmarkdown, randomForest, testthat (≥ 3.0.0), labeling, zenplots, covr, xgboost, bartMachine, caret, gbm, keras
Published: 2024-07-31
DOI: 10.32614/CRAN.package.vivid
Author: Alan Inglis [aut, cre], Andrew Parnell [aut], Catherine Hurley [aut]
Maintainer: Alan Inglis <alan.n.inglis at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://alaninglis.github.io/vivid/
NeedsCompilation: no
Language: en-US
Citation: vivid citation info
Materials: README NEWS
CRAN checks: vivid results

Documentation:

Reference manual: vivid.pdf
Vignettes: vivid: Variable Importance and Variable Interaction Displays (source, R code)

Downloads:

Package source: vivid_0.2.9.tar.gz
Windows binaries: r-devel: vivid_0.2.9.zip, r-release: vivid_0.2.9.zip, r-oldrel: vivid_0.2.9.zip
macOS binaries: r-release (arm64): vivid_0.2.9.tgz, r-oldrel (arm64): vivid_0.2.9.tgz, r-release (x86_64): vivid_0.2.9.tgz, r-oldrel (x86_64): vivid_0.2.9.tgz
Old sources: vivid archive

Reverse dependencies:

Reverse suggests: mpae

Linking:

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

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.