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Graph Machine Learning

A machine learning robot walks into a bar.
The bartender asks, "What'll you have?"
The machine learning robot says, "What's everyone else having?"

This chapter covers the following topics:

  • What is graph machine learning?
  • How is graph machine learning different from standard machine learning?
  • What is structural analysis? Why do flat files not contain structure?
  • How does structure inform insight?
  • What are the key graph machine learning algorithms
  • Graph convolutional neural networks