Faster machine learning on larger graphs: how NumPy and Pandas slashed memory and time in StellarGraph

Photo by Hassan Amra on Unsplash

This week, StellarGraph released a new version of its open source library for machine learning on graphs. One of the most exciting features of StellarGraph 1.0 is a new graph data structure — built using NumPy and Pandas — that results in significantly lower memory usage and faster construction times.