sgtl.spectrum.adjacency_spectrum

sgtl.spectrum.adjacency_spectrum(graph: Graph, num_eigenvalues=None, plot=False) → List[complex]

Return a list of the eigenvalues of the adjacency matrix of the given graph.

Computing all of the eigenvalues of the adjacency matrix is an expensive operation. You should set num_eigenvalues to control the number of eigenvalues you would like to compute.

If the plot argument is true, then the spectrum is plotted using matplotlib before being returned.

Parameters:

• graph – The SGTL graph object on which to operate.

• num_eigenvalues – How many eigenvalues to return. If this value is not none, the method will return the eigenvalues with the maximum absolute values.

• plot – Whether to plot the spectrum before returning it