yahoojapan / NGTLinks
Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
☆1,310Updated last week
Alternatives and similar repositories for NGT
Users that are interested in NGT are comparing it to the libraries listed below
Sorting:
- Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-me…☆3,508Updated 9 months ago
- Benchmarks of approximate nearest neighbor libraries in Python☆5,332Updated 3 weeks ago
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆679Updated last year
- FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)☆1,152Updated last year
- Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search☆1,390Updated last week
- Framework for evaluating ANNS algorithms on billion scale datasets.☆381Updated last month
- Header-only C++/python library for fast approximate nearest neighbors☆4,773Updated last week
- A Python nearest neighbor descent for approximate nearest neighbors☆930Updated 7 months ago
- Some useful tips for faiss☆622Updated last year
- RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-a…☆905Updated this week
- Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Pyth…☆568Updated 6 years ago
- A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distribu…☆4,918Updated this week
- Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors☆210Updated 5 years ago
- A lightweight benchmark for approximate nearest neighbor search☆102Updated 2 years ago
- A library for building and serving multi-node distributed faiss indices.☆268Updated last year
- Universal model exchange and serialization format for decision tree forests☆776Updated this week
- Benchmark of Nearest Neighbor Search on High Dimensional Data☆207Updated 4 years ago
- CUDA implementation of Hierarchical Navigable Small World Graph algorithm☆159Updated 4 years ago
- Approximate Nearest Neighbor Search for Sparse Data in Python!☆919Updated 4 years ago
- Implementation of HNSW that supports online updates☆66Updated 7 years ago
- Python framework for fast (approximated) nearest neighbour search in large, high-dimensional data sets using different locality-sensitive…☆767Updated 2 years ago
- code for satellite system graphs☆120Updated last year
- MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW☆2,730Updated last year
- Graph Library for Approximate Similarity Search☆121Updated 3 weeks ago
- A multi-model machine learning feature embedding database☆638Updated 5 years ago
- High performance model preprocessing library on PyTorch☆649Updated last year
- Visualize hnsw, faiss and other anns index☆445Updated 2 years ago
- Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.☆212Updated last year
- cuGraph - RAPIDS Graph Analytics Library☆1,989Updated this week
- Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.☆250Updated this week