csypeng / LAN
Learning-based Approximate k-NN Search in Graph Databases
☆10Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for LAN
- ☆12Updated 10 months ago
- ☆14Updated 2 years ago
- Code for ICML2020 paper: ''Graph-based Nearest Neighbor Search: From Practice to Theory''☆18Updated 3 years ago
- A new query hardness measure for graph-based ANN indexes. Build unbiased workloads with this hardness to see the actual performance of yo…☆11Updated last month
- A Comprehensive Survey and Experimental Comparison of Graph-based Approximate Nearest Neighbor Search☆61Updated 3 years ago
- This is a source code for LSH-APG (PVLDB 2023)☆24Updated 2 months ago
- ☆40Updated 2 months ago
- Code for paper: Towards Similarity Graphs Constructed by Deep Reinforcement Learning☆19Updated 4 years ago
- This is the implementation of the Hierarquical Clustering-based Nearest Neighbor Graphs☆14Updated 4 years ago
- ☆14Updated last week
- Experimental Code for "Unleashing Graph Partitioning for Large-Scale Nearest Neighbor Search"☆18Updated this week
- Article: GPU-accelerated Proximity Graph Approximate Nearest Neighbor Search and Construction by Authors Yuanhang Yu, Dong Wen, Ying Zhan…☆15Updated 3 years ago
- [SIGMOD 2023] High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations☆42Updated last year
- VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search☆29Updated last month
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆44Updated 4 years ago
- ☆27Updated 6 months ago
- Query-Aware LSH for Approximate NNS (PVLDB 2015 and VLDBJ 2017)☆26Updated 3 years ago
- Block-based Approximate Nearest Neighbor☆33Updated 3 years ago
- Version of PBBS Benchmarks for VLDB 2024 Reviewers☆9Updated last year
- SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search☆18Updated this week
- 🏆 Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. （see big-ann-benchmark https://big-ann-benc…☆27Updated 2 months ago
- Artifacts for VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity☆44Updated last year
- Implementation of Efficient K-NN Graph Construction Algorithm NN-Descent in C++☆30Updated 7 years ago
- ☆123Updated this week
- ☆16Updated 7 months ago
- Implementation of ip-nsw from Non-metric Similarity Graphs for Maximum Inner Product Search☆40Updated 6 years ago
- Code for ICML2019 paper: Learning to Route in Similarity Graphs☆57Updated 3 months ago
- 📚 Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN S…☆57Updated last week