Computes neighbourhood lattice decompositions. See the following paper for details:

• AA Amini, B Aragam, Q Zhou, Learning general conditional independence structures via the neighbourhood lattice

Use the following command in R to install the package

 devtools::install_github("aaamini/nblat/nblat_package")

Then run the examples Example7.R and Example9.R.

The output of the for loop from Example7.R should be something like this:

{2,6,12} -- {1,2,4,5,6,7,8,9,10,11,12,13,14,15}(2048 sets)
{2,6,12} -- {1,2,4,5,6,7,8,9,10,11,12,13,14,15}(2048 sets)
{6,12} -- {4,5,6,7,10,11,12,14,15}(128 sets)
{} -- {7,10}  (4 sets)
{9,12,14} -- {4,5,7,8,9,10,11,12,13,14,15}(256 sets)

Open the project file nblat.Rproj for the R package in Rstudio. Then run

 devtools::test()