Pytorch Geometric tutorial: DeepWalk and Node2Vec (Practice)

Описание к видео Pytorch Geometric tutorial: DeepWalk and Node2Vec (Practice)

This tutorial is the second one on node2vec and DeepWalk, where we discuss their practical implementation and use.
After reviewing some theoretical fact from Tutorial10, we delve into the details of their most relevant building blocks. In particular we will discuss the following points:

Biased and unbiased random walks
The simplification of the loss
The optimization of the parameters
The full implementation of node2vec in PyTorch geometric.



Download the material from our official website:
https://antoniolonga.github.io/Pytorc...

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