Compose interactive visualisations designed for exploratory high-dimensional data analysis. With 'liminal' you can create linked interactive graphics to diagnose the quality of a dimension reduction technique and explore the global structure of a dataset with a tour. A complete description of the method is discussed in ['Lee' & 'Laa' & 'Cook' (2020) <doi:10.48550/arXiv.2012.06077>].
Version: | 0.1.2 |
Depends: | R (≥ 3.6.0) |
Imports: | tourr (≥ 0.6.0), shiny, vegawidget, miniUI, jsonlite, rlang, dplyr, matrixStats |
Suggests: | Rtsne, knitr, rmarkdown, covr, ggplot2, testthat |
Published: | 2021-05-28 |
DOI: | 10.32614/CRAN.package.liminal |
Author: | Stuart Lee |
Maintainer: | Stuart Lee <stuart.andrew.lee at gmail.com> |
BugReports: | https://github.com/sa-lee/liminal/issues/ |
License: | MIT + file LICENSE |
URL: | https://github.com/sa-lee/liminal/, https://sa-lee.github.io/liminal/ |
NeedsCompilation: | no |
Materials: | README |
In views: | DynamicVisualizations |
CRAN checks: | liminal results [issues need fixing before 2025-04-22] |
Reference manual: | liminal.pdf |
Vignettes: |
geometry_parameter_space liminal |
Package source: | liminal_0.1.2.tar.gz |
Windows binaries: | r-devel: liminal_0.1.2.zip, r-release: liminal_0.1.2.zip, r-oldrel: liminal_0.1.2.zip |
macOS binaries: | r-devel (arm64): liminal_0.1.2.tgz, r-release (arm64): liminal_0.1.2.tgz, r-oldrel (arm64): liminal_0.1.2.tgz, r-devel (x86_64): liminal_0.1.2.tgz, r-release (x86_64): liminal_0.1.2.tgz, r-oldrel (x86_64): liminal_0.1.2.tgz |
Reverse suggests: | detourr |
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