Statements (24)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
|
| gptkbp:basedOn |
small-world graph
|
| gptkbp:citation |
gptkb:Dmitry_A._Yashunin
gptkb:Efficient_and_robust_approximate_nearest_neighbor_search_using_Hierarchical_Navigable_Small_World_graphs gptkb:Yury_A._Malkov 2018 |
| gptkbp:complexity |
linear memory complexity
logarithmic search complexity |
| gptkbp:fullName |
gptkb:Hierarchical_Navigable_Small_World
|
| https://www.w3.org/2000/01/rdf-schema#label |
HNSW
|
| gptkbp:introduced |
gptkb:Yury_Malkov
|
| gptkbp:introducedIn |
2016
|
| gptkbp:openSource |
gptkb:faiss
gptkb:nmslib annoy |
| gptkbp:relatedTo |
gptkb:ANN_(Approximate_Nearest_Neighbor)
gptkb:KNN_(K-Nearest_Neighbors) graph-based search |
| gptkbp:usedFor |
approximate nearest neighbor search
|
| gptkbp:usedIn |
gptkb:machine_learning
information retrieval vector search |
| gptkbp:bfsParent |
gptkb:Milvus
|
| gptkbp:bfsLayer |
6
|