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Note

This documents the development version of NetworkX. Documentation for the current release can be found here.

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networkx.linalg.spectrum.normalized_laplacian_spectrum

normalized_laplacian_spectrum(G, weight='weight')[source]

Return eigenvalues of the normalized 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_array for other options.

See also

normalized_laplacian_matrix()