Benchmark of Nearest Neighbor Search on High Dimensional Data
☆215Jun 28, 2021Updated 4 years ago
Alternatives and similar repositories for nns_benchmark
Users that are interested in nns_benchmark are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- SRS - Fast Approximate Nearest Neighbor Search in High Dimensional Euclidean Space With a Tiny Index☆55May 25, 2015Updated 10 years ago
- Query-Aware LSH for Approximate NNS (In-Memory Version of QALSH)☆16Jul 9, 2021Updated 4 years ago
- Implementation of ip-nsw from Non-metric Similarity Graphs for Maximum Inner Product Search☆41Sep 17, 2018Updated 7 years ago
- code for satellite system graphs☆123Nov 26, 2023Updated 2 years ago
- Code for ICML2020 paper: ''Graph-based Nearest Neighbor Search: From Practice to Theory''☆19Nov 12, 2020Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- PQ Fast Scan☆70May 31, 2019Updated 6 years ago
- TSDG: An efficient index graph for graph-based nearest neighbor search☆10Jul 14, 2022Updated 3 years ago
- Framework for evaluating ANNS algorithms on billion scale datasets.☆437May 11, 2026Updated last week
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆730Sep 26, 2025Updated 7 months ago
- A library for k-nearest neighbor search☆387Apr 24, 2024Updated 2 years ago
- Research codes for binary code indexing and search☆15Feb 11, 2017Updated 9 years ago
- Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors☆220May 7, 2020Updated 6 years ago
- Point-to-Hyperplane NNS Beyond the Unit Hypersphere (SIGMOD 2021)☆13Sep 5, 2021Updated 4 years ago
- A Comprehensive Survey and Experimental Comparison of Graph-based Approximate Nearest Neighbor Search☆80May 16, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Accurate and Fast ALSH for Maximum Inner Product Search (KDD 2018)☆25Jul 8, 2021Updated 4 years ago
- fast library for ANN search and KNN graph construction☆298Jan 31, 2018Updated 8 years ago
- ☆84Sep 4, 2024Updated last year
- LSH Scheme based on Longest Circular Co-Substring (SIGMOD 2020)☆14Jul 8, 2021Updated 4 years ago
- Repository related to the Dynamic Exploration Graph and its previous iterations.☆29Apr 27, 2026Updated 3 weeks ago
- Supplementary Code for Unsupervised Neural Quantization for Compressed-Domain Similarity Search☆36Aug 15, 2019Updated 6 years ago
- This is the implementation of the Hierarquical Clustering-based Nearest Neighbor Graphs☆22Feb 6, 2020Updated 6 years ago
- Vector search with bounded performance.☆36Jan 26, 2024Updated 2 years ago
- SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search☆42Mar 3, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such a…☆186May 15, 2026Updated last week
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆60Jul 17, 2020Updated 5 years ago
- Query-Aware LSH for Approximate NNS (PVLDB 2015 and VLDBJ 2017)☆28Jul 9, 2021Updated 4 years ago
- Fast search algorithm for product-quantized codes via hash-tables☆54Jul 3, 2018Updated 7 years ago
- FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)☆1,160Jun 1, 2024Updated last year
- Research code implementing inverted multiindex structure☆83Nov 27, 2013Updated 12 years ago
- ☆17Oct 13, 2022Updated 3 years ago
- State-of-the-art method for large-scale ANN search as of Oct 2016. Presented at ECCV 16.☆74Jun 14, 2018Updated 7 years ago
- RACE sketches for kernel density estimation (KDE)☆14Jan 27, 2020Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A c++ toolbox of locality-sensitive hashing (LSH), provides several popular LSH algorithms, also support python and matlab.☆296Jun 29, 2017Updated 8 years ago
- Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data☆1,363May 11, 2026Updated last week
- This is a source code for LSH-APG (PVLDB 2023)☆33Aug 21, 2024Updated last year
- Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-me…☆3,584Apr 13, 2026Updated last month
- A vector indexing library to bring fast, fresh and filtered search to your database☆1,804Updated this week
- Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search☆268Jul 28, 2025Updated 9 months ago
- ☆13Jan 1, 2024Updated 2 years ago