A graph is a set of vertices connected by edges. See Data representation that naturally captures complex relationships is a graph (or network). Except of the special graph that a tree is, the ...

Course outline:
- Introduction to network science
- Denoscriptive network analysis
- Mathematical models of networks
- Node centrality and ranking on networks
- Network communities
- Network structure and visualization
- Social media and information flow in…

Lecture Notes for Stanford CS224W.

This tutorial outlines how to perform social network analysis in r. Social network analysis is the process of investigating social structures through the use of networks and graph theory. It characterizes networked structures in terms of nodes and the ties…

Episode 10, Principles of Complex Systems, Spring 2013, University of Vermont.
Overview of Complex Networks.

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Lecture 7.1 - A General Perspective on Graph Neural Networks
Jure Leskovec
Computer Science, PhD

In this lecture, we introduce…