The FunCC package provides the funcc_biclust function that jointly performs clustering of rows and columns for a functional dataset. dakmapp
The source code can be cloned or downloaded directly from github. An R studio project file is provided to open the project in RStudio.
The package can be installed directly from github but devtools is required.
If devtools is not installed use the following comand to install it
install.packages(‘devtools’)
and then install the package
library(devtools)
install_github(‘mrtgalvani/FunCC’)
Othewise the problem can be solved following the tutorial at: https://clang-omp.github.io/.
devtools::test()
data(funCCdata)
res<-funcc_biclust(funCCdata,delta=5,theta=1,number=500, alpha=1,beta=0,const_alpha=T,const_beta=T)
funcc_show_results(funCCdata,res)
funcc_show_block_matrix(funCCdata,res)
The R documentation can be found in the main directory in FunCC.pdf.