April 2023
Intermediate to advanced
354 pages
8h 22m
English
Content preview from Hands-On Graph Neural Networks Using Python
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2
Graph Theory for Graph Neural Networks
Graph theory is a fundamental branch of mathematics that deals with the study of graphs and networks. A graph is a visual representation of complex data structures that helps us understand the relationships between different entities. Graph theory provides us with tools to model and analyze a vast array of real-world problems, such as transportation systems, social networks, and internet connectivity.
In this chapter, we will delve into the essentials of graph theory, covering three main topics: graph properties, graph concepts, and graph algorithms. We will begin by defining graphs and their components. We will then introduce the different types of graphs and explain their properties and applications. ...
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