Statements (32)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:architecture
|
| gptkbp:advantage |
dynamic updates
complex implementation high recall high memory usage fast query time |
| gptkbp:category |
gptkb:machine_learning
information retrieval nearest neighbor search |
| gptkbp:feature |
scalable indexing
efficient search multi-layered graph |
| gptkbp:fullName |
Hierarchical Navigable Small World index
|
| https://www.w3.org/2000/01/rdf-schema#label |
HNSW index
|
| gptkbp:introduced |
gptkb:Yury_Malkov
|
| gptkbp:introducedIn |
2016
|
| gptkbp:openSource |
gptkb:FAISS
Annoy NMSLIB |
| gptkbp:publishedIn |
gptkb:IEEE_Transactions_on_Pattern_Analysis_and_Machine_Intelligence
|
| gptkbp:relatedTo |
gptkb:database
small-world graph ANN search |
| gptkbp:supports |
high-dimensional data
|
| gptkbp:supportsAlgorithm |
graph-based
|
| gptkbp:usedFor |
approximate nearest neighbor search
|
| gptkbp:usedIn |
gptkb:FAISS
gptkb:Milvus gptkb:Pinecone NMSLIB |
| gptkbp:bfsParent |
gptkb:Weaviate
|
| gptkbp:bfsLayer |
7
|