Implement this. It's well known, and it keeps generating follow-ups such as this, where they use the node featurization strategy from the original, but for graph embedding instead of distance.
The mysterious GitHub user @leotrs has an implementation of this somewhere in the depths of his hard drive. Let's hope he gets off his ass and implements this soon.