Ultipa GQLDB provides a broad catalog of graph algorithms covering node importance, similarity, structure, paths, prediction, and machine learning embedding.
Check them out at:
https://www.ultipa.com/docs/graph-algorithms
The list spans graph theory + modern ML-oriented methods, giving a full toolkit for inspecting relationships, discovering patterns, and building predictive models on graph data.