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Description
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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