tropPCA is a R package allows users to implement principal component analysis in the setting of tropical geometry. More details could be found at https://arxiv.org/abs/1710.02682.
You can install tropPCA from Github with:
# install.packages("devtools")
devtools::install_github("https://github.com/QiwenKang/tropPCA")