Expand description
PageRank centrality (power iteration on a random-surfer Markov chain).
Structs§
- Page
Rank Config - PageRank hyperparameters.
- Page
Rank Run - Result of a PageRank run: scores plus convergence diagnostics.
Functions§
- pagerank
- Compute PageRank scores for all nodes.
- pagerank_
checked - Checked PageRank centrality.
- pagerank_
checked_ run - Validated PageRank with full diagnostics. Errors on invalid
configand returns aPageRankRunon success. Equivalent to callingPageRankConfig::validatethenpagerank_run. - pagerank_
run - PageRank with convergence reporting.
- pagerank_
weighted - Weighted PageRank centrality.
- pagerank_
weighted_ checked - Checked weighted PageRank.
- pagerank_
weighted_ checked_ run - Validated weighted PageRank with full diagnostics. Errors on invalid config,
NaN weights, or negative weights. Returns a
PageRankRunon success. - pagerank_
weighted_ run - Like
pagerank_weightedbut returns fullPageRankRundiagnostics.