Package: vivid 0.2.9

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.

Authors:Alan Inglis [aut, cre], Andrew Parnell [aut], Catherine Hurley [aut]

vivid_0.2.9.tar.gz
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vivid.pdf |vivid.html✨
vivid/json (API)
NEWS

# Install 'vivid' in R:
install.packages('vivid', repos = c('https://alaninglis.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/alaninglis/vivid/issues

Pkgdown site:https://alaninglis.github.io

On CRAN:

7.30 score 21 stars 32 scripts 386 downloads 1 mentions 10 exports 115 dependencies

Last updated 7 months agofrom:026debe6c8. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 27 2025
R-4.5-winOKDec 28 2024
R-4.5-macOKJan 27 2025
R-4.5-linuxOKJan 27 2025
R-4.4-winOKJan 27 2025
R-4.4-macOKJan 27 2025
R-4.3-winOKJan 27 2025
R-4.3-macOKJan 27 2025

Exports:pdpPairspdpVarspdpZenvip2vividvivivividReorderviviHeatmapviviNetworkviviUpdatezPath

Dependencies:ashaskpassbase64encbslibcacachemcliclustercodetoolscolorspacecommonmarkcondvis2cowplotcpp11crayoncrosstalkcurldata.tableDendSerdigestdplyrevaluateextrafontextrafontdbfansifarverfastmapflashlightfontawesomeforcatsforeachfsgclusgenericsGGallyggaltggnewscaleggplot2ggstatsgluegowergtablehighrhmshtmltoolshtmlwidgetshttpuvhttrigraphisobanditeratorsjquerylibjsonliteKernSmoothknitrlabelinglaterlatticelazyevallifecyclemagrittrmapsMASSMatrixmemoiseMetricsWeightedmgcvmimemunsellnlmeopensslpatchworkpermutepillarpkgconfigplotlyplyrprettyunitsprogressproj4promisespurrrqapR6rappdirsRColorBrewerRcppregistryrlangrmarkdownrpartrpart.plotRttf2pt1sassscalesseriationshinysourcetoolsspstringistringrsystibbletidyrtidyselecttinytexTSPutf8vctrsveganviridisLitewithrxfunxtableyaml

bartMachine - BART

Rendered frombartMachineVivid.Rmdusingknitr::rmarkdownon Jan 27 2025.

Last update: 2023-10-23
Started: 2023-10-23

caret - Neural Network

Rendered fromcaretVivid.Rmdusingknitr::rmarkdownon Jan 27 2025.

Last update: 2023-10-23
Started: 2023-10-23

e1071 - Support Vector Machine

Rendered fromsvmVivid.Rmdusingknitr::rmarkdownon Jan 27 2025.

Last update: 2023-10-23
Started: 2023-10-23

gbm - Generalized Boosted Model

Rendered fromgbmVivid.Rmdusingknitr::rmarkdownon Jan 27 2025.

Last update: 2023-10-23
Started: 2023-10-23

keras - Neural Network

Rendered fromkerasVivid.Rmdusingknitr::rmarkdownon Jan 27 2025.

Last update: 2023-10-23
Started: 2023-10-23

mlr3 - k-nearest Neighbours

Rendered frommlrVivid.Rmdusingknitr::rmarkdownon Jan 27 2025.

Last update: 2023-10-23
Started: 2023-10-23

randomForest - Random Forest

Rendered fromrandomForestVivid.Rmdusingknitr::rmarkdownon Jan 27 2025.

Last update: 2023-10-23
Started: 2023-10-23

ranger - Random Forest

Rendered fromrangerVivid.Rmdusingknitr::rmarkdownon Jan 27 2025.

Last update: 2023-10-23
Started: 2023-10-23

vivid: Variable Importance and Variable Interaction Displays

Rendered fromvividVignette.Rmdusingknitr::rmarkdownon Jan 27 2025.

Last update: 2023-10-23
Started: 2023-04-01

xgboost - Gradient Boosting

Rendered fromxgbVivid.Rmdusingknitr::rmarkdownon Jan 27 2025.

Last update: 2023-10-23
Started: 2023-10-23