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Graph Embeddings 101

From word2vec to node2vec, and beyond

Bruno Gonçalves's avatar
Bruno Gonçalves
Mar 28, 2021
∙ Paid

In this post we continue our exploration of Random Walks and Graph Traversal Algorithms and how they can be applied to help us understand our networks better.

We start by analyzing word2vec, a classic algorithm that is able to map words to numerical vectors that encode information about the meaning and similarity of words. This will lay the foundation f…

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