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liminal: Multivariate Data Visualization with Tours and Embeddings

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 ORCID iD [aut, cre, cph]
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

Documentation:

Reference manual: liminal.pdf
Vignettes: geometry_parameter_space
liminal

Downloads:

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-release (arm64): liminal_0.1.2.tgz, r-oldrel (arm64): liminal_0.1.2.tgz, r-release (x86_64): liminal_0.1.2.tgz, r-oldrel (x86_64): liminal_0.1.2.tgz

Reverse dependencies:

Reverse suggests: detourr

Linking:

Please use the canonical form https://CRAN.R-project.org/package=liminal 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.