An illustration of the application of Deep Graph Infomax (DGI) to large-scale graph datasets (such as Reddit)---by way of subsampling, as is done by approaches such as GraphSAGE. Besides the usual colourful and decorative elements, here I have expressed node shifts using polar coordinates, to provide a faithful "radial" expansions of neighbourhoods.
Deep Graph Infomax, ICLR 2019
