yahoojapan / NGT
Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
☆1,256Updated this week
Related projects ⓘ
Alternatives and complementary repositories for NGT
- Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-me…☆3,410Updated last month
- Benchmarks of approximate nearest neighbor libraries in Python☆4,959Updated last week
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆632Updated 11 months ago
- Header-only C++/python library for fast approximate nearest neighbors☆4,364Updated 2 months ago
- FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)☆1,137Updated 5 months ago
- Vald. A Highly Scalable Distributed Vector Search Engine☆1,533Updated this week
- Pure python implementation of product quantization for nearest neighbor search☆327Updated last year
- Framework for evaluating ANNS algorithms on billion scale datasets.☆352Updated last week
- A library for k-nearest neighbor search☆383Updated 6 months ago
- Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search☆1,128Updated this week
- Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Pyth…☆563Updated 5 years ago
- Some useful tips for faiss☆592Updated last year
- A Python nearest neighbor descent for approximate nearest neighbors☆891Updated 4 months ago
- fast library for ANN search and KNN graph construction☆284Updated 6 years ago
- Collections of vector search related libraries, service and research papers☆1,407Updated 3 months ago
- Benchmark of Nearest Neighbor Search on High Dimensional Data☆203Updated 3 years ago
- Fast and memory-efficient ANN with a subset-search functionality☆155Updated 11 months ago
- A fast Python implementation of locality sensitive hashing.☆661Updated 4 years ago
- Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors☆201Updated 4 years ago
- Distributed vector search for AI-native applications☆2,069Updated this week
- Fast and memory-efficient clustering☆256Updated last year
- A lightweight benchmark for approximate nearest neighbor search☆97Updated last year
- RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-a…☆767Updated this week
- MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW☆2,566Updated 5 months ago
- code for satellite system graphs☆111Updated 11 months ago
- Real time vector search engine☆139Updated last year
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆815Updated 5 months ago
- CUDA implementation of Hierarchical Navigable Small World Graph algorithm☆140Updated 3 years ago
- Python framework for fast (approximated) nearest neighbour search in large, high-dimensional data sets using different locality-sensitive…☆766Updated last year
- Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.☆206Updated last year