Statements (28)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
|
| gptkbp:application |
natural language processing
recommendation systems image retrieval vector search |
| gptkbp:basedOn |
small-world graph
|
| gptkbp:dataStructure |
graph
|
| gptkbp:feature |
scalable
high recall efficient search low query time multi-layer graph structure |
| gptkbp:field |
gptkb:machine_learning
computer science information retrieval |
| gptkbp:fullName |
Hierarchical Navigable Small World algorithm
|
| https://www.w3.org/2000/01/rdf-schema#label |
HNSW algorithm
|
| gptkbp:introduced |
gptkb:Yury_Malkov
|
| gptkbp:introducedIn |
2016
|
| gptkbp:notablePublication |
Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs (Malkov & Yashunin, 2018)
|
| gptkbp:openSource |
gptkb:faiss
gptkb:nmslib hnswlib |
| gptkbp:relatedTo |
ANN (Approximate Nearest Neighbor) algorithms
NSW (Navigable Small World) algorithm |
| gptkbp:usedFor |
approximate nearest neighbor search
|
| gptkbp:bfsParent |
gptkb:Qdrant
|
| gptkbp:bfsLayer |
7
|