mainVEMPar function

VEM step for parallel version

VEM step for parallel version

mainVEMPar(init.point, n, Q, data, directed, sparse, method, nb.iter, fix.iter, epsilon)

Arguments

  • init.point: Initial point
  • n: Total number of nodes
  • Q: Total number of groups
  • data: Data same of mainVEM
  • directed: Boolean for directed (TRUE) or undirected (FALSE) case
  • sparse: Boolean for sparse (TRUE) or not sparse (FALSE) case
  • method: List of string. Can be "hist" for histogram method or "kernel" for kernel method
  • nb.iter: Number of iterations
  • fix.iter: Maximum number of iterations of the fixed point
  • epsilon: Threshold for the stopping criterion of VEM and fixed point iterations