pub fn graph_transitivity<G>(graph: G) -> f64where
G: NodeIndexable + IntoEdges + IntoNodeIdentifiers + Send + Sync,
G::NodeId: Hash + Eq + Send + Sync,
Expand description
Compute the transitivity of an undirected graph.
The transitivity of a graph is 3*number of triangles / number of connected triples, where “connected triple” means a single vertex with edges running to an unordered pair of others.
This function is multithreaded and will launch a thread pool with threads equal to the number
of CPUs by default. You can tune the number of threads with the RAYON_NUM_THREADS
environment variable. For example, setting RAYON_NUM_THREADS=4
would limit the thread pool
to 4 threads.
The function implicitly assumes that there are no parallel edges or self loops. It may produce incorrect/unexpected results if the input graph has self loops or parallel edges.