hnsw/README.md
2025-05-18 11:35:48 -07:00

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# hnsw
Hierarchical Navigable Small World - demonstration of concept implementation in Python
Implementation mainly referenced the paper [Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs](https://arxiv.org/abs/1603.09320) however I made simplifications.
I don't care about performance. That said, we can still compare the relative running time?
## Update:
Fix issue #1: Avoided using greedy routing. Previous results are in result-greedy.csv. We have not yet seen a difference in results, but the logic is different.