Generate collection of unipartite

Usage

generate_unipartite_collection(
  n,
  pi,
  alpha,
  M,
  distribution = "bernoulli",
  return_memberships = FALSE
)

Arguments

n: the number of nodes or a vector of the nodes per network
pi: a vector of probability to belong to the clusters
alpha: the matrix of connectivity between two clusters
M: the number of networks to generate
distribution: the emission distribution, either "bernoulli" or "poisson"
return_memberships: Boolean, should return memberships or not.

Value

A list of M lists, which contains : $adjacency_matrix, $clustering

Details

If n is a single value, this value will be replicated for each of the M networks. If it is a vector, it must be of size M, specifying the number of nodes for each network.