yahoojapan / NGT
Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
☆1,302Updated this week
Alternatives and similar repositories for NGT:
Users that are interested in NGT are comparing it to the libraries listed below
- Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-me…☆3,478Updated 7 months ago
- Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search☆1,326Updated this week
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆669Updated last year
- FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)☆1,150Updated 11 months ago
- Header-only C++/python library for fast approximate nearest neighbors☆4,667Updated 2 weeks ago
- Benchmarks of approximate nearest neighbor libraries in Python☆5,254Updated 3 weeks ago
- A library for k-nearest neighbor search☆387Updated last year
- Framework for evaluating ANNS algorithms on billion scale datasets.☆374Updated last week
- Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Pyth…☆566Updated 6 years ago
- Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors☆209Updated 4 years ago
- Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C…☆2,688Updated 2 weeks ago
- Approximate Nearest Neighbor Search for Sparse Data in Python!☆919Updated 4 years ago
- Fast and memory-efficient clustering☆259Updated last year
- A Python nearest neighbor descent for approximate nearest neighbors☆920Updated 5 months ago
- Graph Library for Approximate Similarity Search☆114Updated last week
- A lightweight benchmark for approximate nearest neighbor search☆101Updated last year
- Distributed vector search for AI-native applications☆2,161Updated last week
- code for satellite system graphs☆120Updated last year
- Some useful tips for faiss☆619Updated last year
- A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distribu…☆4,895Updated 2 months ago
- RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-a…☆876Updated this week
- Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk☆13,720Updated 9 months ago
- Fast and memory-efficient ANN with a subset-search functionality☆154Updated last week
- Benchmark of Nearest Neighbor Search on High Dimensional Data☆207Updated 3 years ago
- Real time vector search engine☆137Updated 2 years ago
- Universal model exchange and serialization format for decision tree forests☆766Updated last week
- CUDA implementation of Hierarchical Navigable Small World Graph algorithm☆156Updated 4 years ago
- Collections of vector search related libraries, service and research papers☆1,489Updated 9 months ago
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆853Updated 11 months ago
- MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW☆2,687Updated 11 months ago