NetworkX

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Linear Algebra

Spectrum

adj_matrix (G[, nodelist]) Return adjacency matrix of graph as a numpy matrix.
laplacian (G[, nodelist]) Return standard combinatorial Laplacian of G as a numpy matrix.
normalized_laplacian (G[, nodelist]) Return normalized Laplacian of G as a numpy matrix.
laplacian_spectrum (G) Return eigenvalues of the Laplacian of G
adjacency_spectrum (G) Return eigenvalues of the adjacency matrix of G