Shekhale / gbnns_theoryView external linksLinks
Code for ICML2020 paper: ''Graph-based Nearest Neighbor Search: From Practice to Theory''
☆19Nov 12, 2020Updated 5 years ago
Alternatives and similar repositories for gbnns_theory
Users that are interested in gbnns_theory are comparing it to the libraries listed below
Sorting:
- Reducing Dimensionality method for Nearest Neighbor Search☆15Nov 12, 2020Updated 5 years ago
- Learning-based Approximate k-NN Search in Graph Databases☆11Nov 29, 2021Updated 4 years ago
- ☆16Oct 13, 2022Updated 3 years ago
- Point-to-Hyperplane NNS Beyond the Unit Hypersphere (SIGMOD 2021)☆13Sep 5, 2021Updated 4 years ago
- Implementation of ip-nsw from Non-metric Similarity Graphs for Maximum Inner Product Search☆40Sep 17, 2018Updated 7 years ago
- LSH Scheme based on Longest Circular Co-Substring (SIGMOD 2020)☆14Jul 8, 2021Updated 4 years ago
- This is a source code for LSH-APG (PVLDB 2023)☆33Aug 21, 2024Updated last year
- Query-Aware LSH for Approximate NNS (In-Memory Version of QALSH)☆16Jul 9, 2021Updated 4 years ago
- [SIGMOD 2023] High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations☆63Jan 22, 2025Updated last year
- Article: GPU-accelerated Proximity Graph Approximate Nearest Neighbor Search and Construction by Authors Yuanhang Yu, Dong Wen, Ying Zhan…☆23Jun 20, 2025Updated 7 months ago
- ☆208Updated this week
- Repository related to the Dynamic Exploration Graph and its previous iterations.☆28Jan 17, 2026Updated 3 weeks ago
- Code for paper: Towards Similarity Graphs Constructed by Deep Reinforcement Learning☆21Feb 13, 2020Updated 6 years ago
- A minimal implementation of spotify/annoy in pure rust☆11Mar 2, 2023Updated 2 years ago
- Accurate and Fast ALSH for Maximum Inner Product Search (KDD 2018)☆25Jul 8, 2021Updated 4 years ago
- Massive Sparse Data Clustering Based on Frequent Items (SIGMOD 2023) (CPU version)☆12Sep 13, 2023Updated 2 years ago
- PyTorch implementation of "A Simple Baseline for Low-Budget Active Learning".☆14Dec 22, 2021Updated 4 years ago
- Block-based Approximate Nearest Neighbor☆35Nov 1, 2021Updated 4 years ago
- Query-Aware LSH for Approximate NNS (PVLDB 2015 and VLDBJ 2017)☆28Jul 9, 2021Updated 4 years ago
- Benchmark of Nearest Neighbor Search on High Dimensional Data☆212Jun 28, 2021Updated 4 years ago
- code for satellite system graphs☆123Nov 26, 2023Updated 2 years ago
- Long-Tail Hashing (Learning to hash from more realistic long-tail datasets), SIGIR 2021, CCF A类.☆16Jul 20, 2021Updated 4 years ago
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆59Jul 17, 2020Updated 5 years ago
- RACE sketches for kernel density estimation (KDE)☆14Jan 27, 2020Updated 6 years ago
- BC-Tree and Ball-Tree for Point-to-Hyperplane NNS (ICDE 2023)☆18Aug 4, 2023Updated 2 years 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…☆23Aug 29, 2025Updated 5 months ago
- Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors☆220May 7, 2020Updated 5 years ago
- Graph-based Approximate Nearest Neighbor Search Working off CGraph☆37Jun 30, 2024Updated last year
- an Extremely Fast Approximate Nearest Neighbor graph construction Algorithm framework☆104Sep 2, 2025Updated 5 months ago
- Memory-Bounded GPU Acceleration for Vector Search☆33Dec 29, 2025Updated last month
- This is the implementation of the Hierarquical Clustering-based Nearest Neighbor Graphs☆22Feb 6, 2020Updated 6 years ago
- KDD21 Deep Learning Embeddings for Data Series Similarity Search☆20Aug 5, 2021Updated 4 years ago
- Framework for evaluating ANNS algorithms on billion scale datasets.☆423Dec 17, 2025Updated last month
- Explainable Video Action Reasoning via Prior Knowledge and State Transitions☆21Jun 20, 2024Updated last year
- 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 last month
- Experiments on Multi-Source Domain Adaptation☆26Jan 4, 2019Updated 7 years ago
- ☆75May 31, 2025Updated 8 months ago
- Unsupervised Online Video Object Segmentation with Motion Property Understanding☆23Sep 4, 2019Updated 6 years ago
- PQ Fast Scan☆70May 31, 2019Updated 6 years ago