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.. _linalg:
Linear algebra
**************
.. 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
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
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