# GraphSAGE **Entity class:** Inductive graph-neural-network architecture **Maturity:** Developed ## Definition **GraphSAGE** learns functions that sample and aggregate neighborhood features, allowing embeddings to be generated for previously unseen nodes. ## Relationships - **type of:** [[wiki/Graph Neural Network|Graph Neural Network]]. - **used for:** [[wiki/Link Prediction|Link Prediction]] and node classification. ## Sources / Provenance - [Stanford — Inductive Representation Learning on Large Graphs, 2017](https://cs.stanford.edu/people/jure/pubs/graphsage-nips17.pdf)