node embedding
A list of numbers that stands in for a node's position in the graph, so that nodes in similar positions get similar lists.
Also written: node embeddings, graph embedding, graph embeddings
Example
Ava and Ben share their neighbours. Fay sits at the far end of the graph.
cypher
CALL gds.fastRP.stream('people', { embeddingDimension: 4 })
YIELD nodeId, embedding
RETURN gds.util.asNode(nodeId).name AS name, embeddingAva and Ben come back with similar lists. Fay's list differs from both.
Lessons that use this term
The lesson and course links below open in a new tab.
4 lessons use this term. Results are ordered by term density.
Graph Data Science in Practice2 mentions
- Algorithm CategoriesGDS FoundationsDijkstra, Yen's K-Shortest | | Node Embeddings | How do I represent this for1 mention
- Applying AlgorithmsGDS FoundationsEmbeddings convert nodes into vector representations that capture their structural1 mention
Get started with Graph Data Science2 mentions
- Algorithms overviewWorking with algorithms(Fast Random Projection) creates node embeddings that capture both local and global network2 mentions
Analyze Graph Data with Python1 mention
- Scaled Properties and FastRP EmbeddingsGDS Python ClientScale features for machine learning with scaleProperties Create node embeddings with FastRP that combine structure, content, and centrality Cluster papers using K-Means on embeddings Analyze1 mention