yahoojapan / NGT
Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
☆1,289Updated 3 weeks ago
Alternatives and similar repositories for NGT:
Users that are interested in NGT are comparing it to the libraries listed below
- Benchmarks of approximate nearest neighbor libraries in Python☆5,163Updated 2 weeks ago
- Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-me…☆3,454Updated 5 months ago
- Header-only C++/python library for fast approximate nearest neighbors☆4,588Updated 7 months ago
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆665Updated last year
- Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search☆1,270Updated last week
- FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)☆1,150Updated 9 months ago
- Pure python implementation of product quantization for nearest neighbor search☆339Updated last year
- A library for k-nearest neighbor search☆384Updated 10 months ago
- Framework for evaluating ANNS algorithms on billion scale datasets.☆366Updated last month
- RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-a…☆854Updated this week
- A Python nearest neighbor descent for approximate nearest neighbors☆916Updated 4 months ago
- Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors☆205Updated 4 years ago
- CUDA implementation of Hierarchical Navigable Small World Graph algorithm☆155Updated 3 years ago
- Some useful tips for faiss☆616Updated last year
- A lightweight benchmark for approximate nearest neighbor search☆101Updated last year
- A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distribu…☆4,880Updated last month
- Distributed vector search for AI-native applications☆2,142Updated last week
- Benchmark of Nearest Neighbor Search on High Dimensional Data☆207Updated 3 years ago
- Collections of vector search related libraries, service and research papers☆1,469Updated 7 months ago
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆841Updated 9 months ago
- Graph Library for Approximate Similarity Search☆106Updated 10 months ago
- code for satellite system graphs☆117Updated last year
- Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C…☆2,586Updated last month
- Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.☆209Updated last week
- Fast and memory-efficient ANN with a subset-search functionality☆154Updated last year
- MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW☆2,657Updated 9 months ago
- Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.☆209Updated last year
- Real time vector search engine☆137Updated last year
- A multi-model machine learning feature embedding database☆637Updated 5 years ago
- GGNN: State of the Art Graph-based GPU Nearest Neighbor Search☆153Updated last month