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Missing static network functionality #28

@arashbm

Description

@arashbm

Random network generation

  • watts_strogatz_graph
  • Directed BA graph/Price's model
  • Various geometric networks

Transformations

  • Complement
  • Isomorphism
  • Automorphism
  • Motifs?

Connectivity

  • Strong connectivity
  • is_bipartit
  • All-to-all shortest path lengths
  • Diameter/Radius/Eccentricity
  • Actual shortest path (not the length, the path)

Metrics

  • Clustering/Average clustering
  • Transitivity
  • Cliques enumeration
  • K-Core Decomposition (core_number, k_core, k_shell, etc.)

Centrality

  • degree
  • closeness
  • (edge) betweenness
  • eigenvector
  • Pagerank
  • hubs and authorities

Community

???

DAG

  • Transitive reduction

Random walk

???

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