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.. _linalg:
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Linear algebra
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**************
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.. currentmodule:: networkx
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Graph Matrix
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------------
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.. automodule:: networkx.linalg.graphmatrix
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.. autosummary::
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   :toctree: generated/
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   adjacency_matrix
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   incidence_matrix
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Laplacian Matrix
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----------------
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.. automodule:: networkx.linalg.laplacianmatrix
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.. autosummary::
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   :toctree: generated/
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   laplacian_matrix
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   normalized_laplacian_matrix
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   directed_laplacian_matrix
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Bethe Hessian Matrix
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--------------------
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.. automodule:: networkx.linalg.bethehessianmatrix
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.. autosummary::
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   :toctree: generated/
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   bethe_hessian_matrix
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Algebraic Connectivity
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----------------------
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.. automodule:: networkx.linalg.algebraicconnectivity
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.. autosummary::
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   :toctree: generated/
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   algebraic_connectivity
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   fiedler_vector
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   spectral_ordering
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Attribute Matrices
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------------------
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.. automodule:: networkx.linalg.attrmatrix
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.. autosummary::
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   :toctree: generated/
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   attr_matrix
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   attr_sparse_matrix
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Modularity Matrices
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-------------------
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.. automodule:: networkx.linalg.modularitymatrix
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.. autosummary::
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   :toctree: generated/
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   modularity_matrix
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   directed_modularity_matrix
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Spectrum
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---------
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.. automodule:: networkx.linalg.spectrum
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.. autosummary::
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   :toctree: generated/
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   adjacency_spectrum
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   laplacian_spectrum
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   bethe_hessian_spectrum
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   normalized_laplacian_spectrum
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   modularity_spectrum