Warning

This documents an unmaintained version of NetworkX. Please upgrade to a maintained version and see the current NetworkX documentation.

laplacian_spectrum

laplacian_spectrum(G, weight='weight')

Return eigenvalues of the Laplacian of G

Parameters:

• G (graph) – A NetworkX graph
• weight (string or None, optional (default=’weight’)) – The edge data key used to compute each value in the matrix. If None, then each edge has weight 1.

Returns:

evals – Eigenvalues

Return type:

NumPy array

Notes

For MultiGraph/MultiDiGraph, the edges weights are summed. See to_numpy_matrix for other options.

See also

laplacian_matrix()