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) ].


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Reference manual

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install.packages("liminal")

0.1.2 by Stuart Lee, 4 months ago


https://github.com/sa-lee/liminal/, https://sa-lee.github.io/liminal/


Report a bug at https://github.com/sa-lee/liminal/issues/


Browse source code at https://github.com/cran/liminal


Authors: Stuart Lee [aut, cre, cph]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports tourr, shiny, vegawidget, miniUI, jsonlite, rlang, dplyr, matrixStats

Suggests Rtsne, knitr, rmarkdown, covr, ggplot2, testthat


See at CRAN