Author(s): Kalpan Dharamshi Originally published on Towards AI. Machine Learning on Graphs Machine learning on graphs, often referred to as Graph Machine Learning (GML), is a rapidly growing field that applies machine learning techniques to data structured as graphs, where entities (nodes …

Author(s): Kalpan Dharamshi Originally published on Towards AI. What are Graph Neural Networks? Graph Neural Networks (GNNs) combine the representational power of neural networks with the complex structure of graphs. Deep neural networks, particularly those leveraging a multi-head attention framework, excel at …