Machine Learning, Deep Learning, Neural Networks, Artificial Intelligence, Towards Data Science.
Graph neural networks (GNNs) are the deep learning counterpart to graphical models. They are usually utilized when the target problem structure can be encoded as a graph or in settings where prior knowledge about relationships among input entities can itself be described as a graph. GNNs have shown