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Graph-structured data is ubiquitous throughout the natural and social sciences, from telecommunication networks to quantum chemistry. Building relational induct
Graph Machine Learning
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Build machine learning algorithms using graph data and efficiently exploit topological information within your models Key Features Implement machine learning te
Graph Neural Networks: Foundations, Frontiers, and Applications
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Deep Learning models are at the core of artificial intelligence research today. It is well known that deep learning techniques are disruptive for Euclidean data
Introduction to Graph Neural Networks
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This book provides a comprehensive introduction to the basic concepts, models, and applications of graph neural networks. It starts with the introduction of the