AmorntipPrayoonwong / Learning-to-Index-for-Nearest-Neighbor-Search
Learning to Index for Nearest Neighbor Search
☆11Updated 3 years ago
Alternatives and similar repositories for Learning-to-Index-for-Nearest-Neighbor-Search:
Users that are interested in Learning-to-Index-for-Nearest-Neighbor-Search are comparing it to the libraries listed below
- Learning-based Approximate k-NN Search in Graph Databases☆11Updated 3 years ago
- This is the implementation of the Hierarquical Clustering-based Nearest Neighbor Graphs☆18Updated 5 years ago
- This is the Lernaean Hydra Archive (LHA) for Similarity Search.☆22Updated last year
- Query-Aware LSH for Approximate NNS (PVLDB 2015 and VLDBJ 2017)☆28Updated 3 years ago
- ☆14Updated last year
- Code for ICML2020 paper: ''Graph-based Nearest Neighbor Search: From Practice to Theory''☆19Updated 4 years ago
- A Comprehensive Survey and Experimental Comparison of Graph-based Approximate Nearest Neighbor Search☆70Updated 3 years ago
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆54Updated 4 years ago
- This is a source code for LSH-APG (PVLDB 2023)☆29Updated 8 months ago
- Code for paper: Towards Similarity Graphs Constructed by Deep Reinforcement Learning☆21Updated 5 years ago
- ☆15Updated 2 years ago
- A Recursive Spatial Model Index☆38Updated last year
- A list of papers in the field of approximate nearest neighbor search on high-dimensional vectors.☆48Updated 3 weeks ago
- The source code for PM-LSH (PVLDB 2020)☆11Updated 4 months ago
- Query-Aware LSH for Approximate NNS (In-Memory Version of QALSH)☆17Updated 3 years ago
- ☆24Updated 2 months ago
- This is the source code of the method proposed in paper: DET-LSH: A Locality-Sensitive Hashing Scheme with Dynamic Encoding Tree for Appr…☆19Updated 5 months ago
- [SIGMOD 2025] Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Ne…☆28Updated 2 months ago
- [SIGMOD 2023] High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations☆51Updated 3 months ago
- A new query hardness measure for graph-based ANN indexes. Build unbiased workloads with this hardness to see the actual performance of yo…☆16Updated 2 months ago
- SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search☆30Updated last month
- ☆14Updated last year
- Source code for the paper: "Accelerating Graph Indexing for ANNS on Modern CPUs"☆13Updated 2 months ago
- ☆24Updated 3 months ago
- code for satellite system graphs☆118Updated last year
- ☆17Updated 10 months ago
- Code used for VLDB paper "The next 50 Years in Database Indexing or: The Case for Automatically Generated Index Structures"☆10Updated 3 years ago
- Implementation of ip-nsw from Non-metric Similarity Graphs for Maximum Inner Product Search☆40Updated 6 years ago
- This is the source code of the method proposed in paper: Subspace Collision: An Efficient and Accurate Framework for High-dimensional App…☆20Updated 2 months ago
- [VLDB 2022] NFL: Robust Learned Index via Distribution Transformation☆20Updated last year