GGNN: State of the Art Graph-based GPU Nearest Neighbor Search
☆170Feb 11, 2025Updated last year
Alternatives and similar repositories for ggnn
Users that are interested in ggnn are comparing it to the libraries listed below
Sorting:
- SONG: Approximate Nearest Neighbor Search on GPU. SONG is a graph-based approximate nearest neighbor search toolbox.☆72Apr 29, 2025Updated 10 months ago
- Article: GPU-accelerated Proximity Graph Approximate Nearest Neighbor Search and Construction by Authors Yuanhang Yu, Dong Wen, Ying Zhan…☆24Jun 20, 2025Updated 8 months ago
- QuickerADC is an implementation of highly-efficient product quantizers leveraging SIMD shuffle instructions integrated into FAISS☆61Jan 3, 2019Updated 7 years ago
- Implementation of ip-nsw from Non-metric Similarity Graphs for Maximum Inner Product Search☆40Sep 17, 2018Updated 7 years ago
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆724Sep 26, 2025Updated 5 months ago
- 为HSNW源码加上了详细的注释☆20Oct 26, 2022Updated 3 years ago
- code for satellite system graphs☆123Nov 26, 2023Updated 2 years ago
- Framework for evaluating ANNS algorithms on billion scale datasets.☆424Dec 17, 2025Updated 2 months ago
- Multi-index hashing for the resolution of ANN search problem on large datasets☆15Oct 16, 2018Updated 7 years ago
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such a…☆181Jan 5, 2026Updated 2 months ago
- PQ Fast Scan☆70May 31, 2019Updated 6 years ago
- Fast search algorithm for product-quantized codes via hash-tables☆54Jul 3, 2018Updated 7 years ago
- Reducing Dimensionality method for Nearest Neighbor Search☆15Nov 12, 2020Updated 5 years ago
- GPU-based large scale Approx. Nearest Neighbor Search, accepted at CVPR 2016☆92Nov 3, 2018Updated 7 years ago
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆58Jul 17, 2020Updated 5 years ago
- Code for ICML2019 paper: Learning to Route in Similarity Graphs☆61Jul 25, 2024Updated last year
- Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search☆1,713Updated this week
- Block-based Approximate Nearest Neighbor☆35Nov 1, 2021Updated 4 years ago
- Here you find the implementation of the method described in our SIBGRAPI 2019 paper "Hierarchy-of-Visual-Words: a Learning-based Approach…☆10Mar 1, 2022Updated 4 years ago
- Subsampled Graph-Based DBSCAN☆11Oct 21, 2020Updated 5 years ago
- Segmented Code Adjustment Quantization (SAQ)☆17Sep 22, 2025Updated 5 months ago
- ☆13Mar 27, 2019Updated 6 years ago
- GPU-Based Approximate Nearest Neighbor Search☆30Nov 26, 2025Updated 3 months ago
- ☆211Updated this week
- A GPU (CUDA) implementation, with a python interface, of the approximated KNN graph computation with Random Sample Forest algorithm KNN.☆12Feb 2, 2026Updated last month
- ☆24Apr 4, 2024Updated last year
- Repository related to the Dynamic Exploration Graph and its previous iterations.☆28Feb 13, 2026Updated 3 weeks ago
- Quick ADC☆27May 31, 2019Updated 6 years ago
- Main repository for Sampling Wisely: Deep Image by Top-k Precision Optimization☆40Oct 19, 2019Updated 6 years ago
- gRPC server for hnswlib☆16Mar 6, 2023Updated 3 years ago
- Learning-based Approximate k-NN Search in Graph Databases☆11Nov 29, 2021Updated 4 years ago
- Public Release of Stream-Dataflow☆14May 17, 2019Updated 6 years ago
- ☆40Nov 28, 2022Updated 3 years ago
- Code for my PhD thesis. Library of quantization-based methods for fast similarity search in high dimensions. Presented at ECCV 18.☆65Aug 23, 2021Updated 4 years ago
- Vector Index Benchmark for Embeddings (VIBE) is an extensible benchmark for approximate nearest neighbor search methods, or vector index…☆35Updated this week
- PyTorch implementation of Hessian-Affine local feature detector☆27Nov 22, 2017Updated 8 years ago
- Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data☆1,353Feb 20, 2026Updated 2 weeks ago
- ☆28Jun 9, 2025Updated 9 months ago
- Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.☆325Updated this week