matsui528 / nanopqLinks
Pure python implementation of product quantization for nearest neighbor search
☆352Updated 5 months ago
Alternatives and similar repositories for nanopq
Users that are interested in nanopq are comparing it to the libraries listed below
Sorting:
- Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors☆215Updated 5 years ago
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆707Updated last month
- Fast and memory-efficient ANN with a subset-search functionality☆154Updated 4 months ago
- Some useful tips for faiss☆624Updated 2 months ago
- Open source implementation of "Spreading Vectors for Similarity Search"☆319Updated 4 years ago
- GGNN: State of the Art Graph-based GPU Nearest Neighbor Search☆165Updated 8 months ago
- Benchmark of Nearest Neighbor Search on High Dimensional Data☆209Updated 4 years ago
- Implementation of HNSW that supports online updates☆66Updated 7 years ago
- fast library for ANN search and KNN graph construction☆297Updated 7 years ago
- Fast and memory-efficient clustering☆262Updated 2 years ago
- A library for k-nearest neighbor search☆385Updated last year
- an Extremely Fast Approximate Nearest Neighbor graph construction Algorithm framework☆100Updated 2 months ago
- Framework for evaluating ANNS algorithms on billion scale datasets.☆408Updated last week
- QuickerADC is an implementation of highly-efficient product quantizers leveraging SIMD shuffle instructions integrated into FAISS☆61Updated 6 years ago
- Fast search algorithm for product-quantized codes via hash-tables☆53Updated 7 years ago
- PQ Fast Scan☆66Updated 6 years ago
- CUDA implementation of Hierarchical Navigable Small World Graph algorithm☆168Updated 4 years ago
- ☆160Updated 9 years ago
- Implementation of ip-nsw from Non-metric Similarity Graphs for Maximum Inner Product Search☆40Updated 7 years ago
- hnsw implemented by python☆71Updated 6 years ago
- code for satellite system graphs☆122Updated last year
- A lightweight benchmark for approximate nearest neighbor search☆103Updated 2 years ago
- Fast C++ implementation of https://github.com/yahoo/lopq: Locally Optimized Product Quantization (LOPQ) model and searcher for approximat…☆35Updated 5 years ago
- FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)☆1,154Updated last year
- LSH-GPU ANN package☆94Updated 6 years ago
- Search with a hash index☆33Updated 6 years ago
- Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Pyth…☆568Updated 6 years ago
- A fast Python implementation of locality sensitive hashing.☆670Updated 5 years ago
- PyTorch implementation of Hash Embeddings (NIPS 2017). Submission to the NIPS Implementation Challenge.☆201Updated 6 years ago
- Neural LSH [ICLR 2020] - Using supervised learning to produce better space partitions for fast nearest neighbor search.☆73Updated 4 years ago