Just DFS? Isn't that slow? Maybe Tarjan's? Or Newman-Ziff's?
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It *is* Tarjan's algorithm, which is just a DFS over the nodes. It has
linear complexity, so it is not slow. Newman-Ziff is for growing
networks, so it does not apply here.
Best,
Tiago