TatsuyaShirakawa / nndescent
Implementation of Efficient K-NN Graph Construction Algorithm NN-Descent in C++
☆30Updated 7 years ago
Alternatives and similar repositories for nndescent:
Users that are interested in nndescent are comparing it to the libraries listed below
- A Comprehensive Survey and Experimental Comparison of Graph-based Approximate Nearest Neighbor Search☆64Updated 3 years ago
- GGNN: State of the Art Graph-based GPU Nearest Neighbor Search☆144Updated 3 years ago
- SONG: Approximate Nearest Neighbor Search on GPU. SONG is a graph-based approximate nearest neighbor search toolbox.☆67Updated 2 years ago
- Block-based Approximate Nearest Neighbor☆33Updated 3 years ago
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆49Updated 4 years ago
- Implementation of ip-nsw from Non-metric Similarity Graphs for Maximum Inner Product Search☆40Updated 6 years ago
- PQ Fast Scan☆60Updated 5 years ago
- ☆132Updated 3 weeks ago
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such a…☆129Updated this week
- Benchmark of Nearest Neighbor Search on High Dimensional Data☆205Updated 3 years ago
- Code for paper: Towards Similarity Graphs Constructed by Deep Reinforcement Learning☆20Updated 4 years ago
- This is the implementation of the Hierarquical Clustering-based Nearest Neighbor Graphs☆17Updated 4 years ago
- SRS - Fast Approximate Nearest Neighbor Search in High Dimensional Euclidean Space With a Tiny Index☆55Updated 9 years ago
- Learning-based Approximate k-NN Search in Graph Databases☆10Updated 3 years ago
- Graph Library for Approximate Similarity Search☆101Updated 8 months ago
- ☆21Updated 9 months ago
- ☆13Updated last year
- [SIGMOD 2023] High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations☆48Updated last year
- ☆15Updated 2 years ago
- Parallel Approximate Nearest Neighbor Search☆12Updated 2 years ago
- an Extremely Fast Approximate Nearest Neighbor graph construction Algorithm framework☆92Updated 5 years ago
- Artifacts for VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity☆44Updated last year
- ☆49Updated 4 months ago
- Experimental Code for "Unleashing Graph Partitioning for Large-Scale Nearest Neighbor Search"☆23Updated 2 months ago
- CUDA implementation of Hierarchical Navigable Small World Graph algorithm☆149Updated 3 years ago
- Implementation of HNSW that supports online updates☆63Updated 7 years ago
- Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors☆202Updated 4 years ago
- Code for ICML2020 paper: ''Graph-based Nearest Neighbor Search: From Practice to Theory''☆18Updated 4 years ago
- This is a source code for LSH-APG (PVLDB 2023)☆26Updated 4 months ago
- 为HSNW源码加上了详细的注释☆19Updated 2 years ago