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