sccore: smoothSignalOnGraph – R documentation

Become an expert in R — Interactive courses, Cheat Sheets, certificates and more!

smoothSignalOnGraph

Smooth Signal on Graph

Smooth Signal on Graph

smoothSignalOnGraph(
  signal,
  filter,
  graph = NULL,
  lap = NULL,
  l.max = NULL,
  m = 50,
  ...
)

`signal`	signal to be smoothed
`filter`	function that accepts signal 'x' and the maximal Laplacian eigenvalue 'l.max'. See `heatFilter` as an example.
`graph`	igraph object with the graph (default=NULL)
`lap`	graph laplacian (default=NULL). If NULL, 'lap' estimated from graph.
`l.max`	maximal eigenvalue of 'lap' (default=NULL). If NULL, estimated from 'lap'.
`m`	numeric Maximum order of Chebyshev coeff to compute (default=50)
`...`	Arguments passed on to `smoothChebyshev` `n.cores` numeric Number of cores for parallel run (default=1) `progress.chunks` numeric Number of chunks per core for estimating progress (default=5). Large values are not suggested, as it may bring overhead. `progress` boolean Flag on whether progress must be shown (default=TRUE, i.e. 'progress.chunks > 1')