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node2vec: Scalable Feature Learning for Networks

node2vec: Scalable Feature Learning for Networks

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networks with millions of nodes in a few hours. Overall our paper makes the following contributions: 1.We propose node2vec, an efficient scalable algorithm for feature learning in networks that efficiently optimizes a novel network-aware, neighborhood preserving objective using SGD. 2.We show how node2vec is in accordance with established u s ...

  Network, Node2vec

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