Stochastic zero row + pagerank #1001
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Remove restrictions on multigraphs in pagerank_numpy() and pagerank_scipy(). Clarify in comments.
ghost
assigned Match convergence criteria to be the same for pagerank and pagerank_scipy
Now pagerank_scipy() is the same as pagerank(). That is, both will possibly produce the same incorrect answer if you put in negative weights.
hagberg
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Nov 6, 2013
Stochastic zero row + pagerank The various pagerank(), pagerank_numpy(), and pagerank_scipy() should produce the same results now for cases with weighted graphs with zero row sums or negative weights. The negative weight case may produce answers but I don't know if they are meaningful (certainly that breaks the intentions and assumptions of the algorithm.) The convergence tolerances now match between implementations too.
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Allow zero out-degree (row sum) but warn in stochastic_graph
Allow (working) multigraph input to pagerank_numpy and pagerank_scipy
Clarify types of graphs allowed