How Neural Networks Extrapolate From Feedforward to Graph Neural Networks
The ability to extrapolate, or generalize beyond the data the neural network was trained on, is a critical characteristic of deep learning. Neural networks are a set of algorithms that recognize patterns in data, such as images, text, audio or time series. They interpret these raw inputs by labeling or clustering them in numerical vectors….