hilbertSimilarity is a R package to compute similarity between high dimensional samples, using discretization to summarize data and the Jensen-Shannon distance to compute similarity.
To install hilbertSimilarity
devtools::install_github('yannabraham/hilbertSimilarity')
Or, if you want to build the vignette:
devtools::install_github('yannabraham/hilbertSimilarity',build_vignettes = TRUE)