Linear algebra

.. _linalg:

Linear algebra

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.. currentmodule:: networkx

Graph Matrix

.. automodule:: networkx.linalg.graphmatrix .. autosummary:: :toctree: generated/

adjacency_matrix incidence_matrix

Laplacian Matrix

.. automodule:: networkx.linalg.laplacianmatrix .. autosummary:: :toctree: generated/

laplacian_matrix normalized_laplacian_matrix directed_laplacian_matrix directed_combinatorial_laplacian_matrix

Bethe Hessian Matrix

.. automodule:: networkx.linalg.bethehessianmatrix .. autosummary:: :toctree: generated/

bethe_hessian_matrix

Algebraic Connectivity

.. automodule:: networkx.linalg.algebraicconnectivity .. autosummary:: :toctree: generated/

algebraic_connectivity fiedler_vector spectral_ordering spectral_bisection

Attribute Matrices

.. automodule:: networkx.linalg.attrmatrix .. autosummary:: :toctree: generated/

attr_matrix attr_sparse_matrix

Modularity Matrices

.. automodule:: networkx.linalg.modularitymatrix .. autosummary:: :toctree: generated/

modularity_matrix directed_modularity_matrix

Spectrum

.. automodule:: networkx.linalg.spectrum .. autosummary:: :toctree: generated/

adjacency_spectrum laplacian_spectrum bethe_hessian_spectrum normalized_laplacian_spectrum modularity_spectrum