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: 0.2.8
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
Published: 2023-07-10
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

Downloads:

Package source: vivid_0.2.8.tar.gz
Windows binaries: r-devel: vivid_0.2.8.zip, r-release: vivid_0.2.8.zip, r-oldrel: vivid_0.2.8.zip
macOS binaries: r-release (arm64): vivid_0.2.8.tgz, r-oldrel (arm64): vivid_0.2.8.tgz, r-release (x86_64): vivid_0.2.8.tgz
Old sources: vivid archive

Linking:

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