What is Geometric Deep Learning?

There are various types of graphs, each with a set of rules, properties, and possible actions. Graph theory is the study of graphs and what we can learn from them. This will be covered in the next part of this series. For a concrete example of how Graph Learning can greatly improve existing machine learning tasks we can take a look at the computational sciences. One of the bottlenecks in computational chemistry, biology, and physics is the representation concepts, entities, and interactions.