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networkx.algorithms.cuts.conductance

conductance(G, S, T=None, weight=None)

Returns the conductance of two sets of nodes.

The conductance is the quotient of the cut size and the smaller of the volumes of the two sets. [1]

Parameters

• G (NetworkX graph)

• S (sequence) – A sequence of nodes in G.

• T (sequence) – A sequence of nodes in G.

• weight (object) – Edge attribute key to use as weight. If not specified, edges have weight one.

Returns

The conductance between the two sets S and T.

Return type

number

See also

cut_size(), edge_expansion(), normalized_cut_size(), volume()

References

1

David Gleich. Hierarchical Directed Spectral Graph Partitioning. <https://www.cs.purdue.edu/homes/dgleich/publications/Gleich%202005%20-%20hierarchical%20directed%20spectral.pdf>