Node2Vec Explained

Explaining & Implementing the Node2Vec Paper in Python

Vatsal
Towards Data Science
10 min readJan 31, 2022

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Image is taken from Unsplash by Alina Grubnyak

Table of Contents

  • Introduction
  • What are Graphs?
  • What is Node2Vec?
  • Random Walks Generation
  • Skip-Gram Architecture
  • How it Works
  • Implementation

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