matsui528 / nanopqLinks
Pure python implementation of product quantization for nearest neighbor search
☆351Updated 2 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☆213Updated 5 years ago
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆685Updated last year
- Fast and memory-efficient ANN with a subset-search functionality☆154Updated last month
- Some useful tips for faiss☆620Updated last year
- Benchmark of Nearest Neighbor Search on High Dimensional Data☆209Updated 4 years ago
- fast library for ANN search and KNN graph construction☆294Updated 7 years ago
- Fast and memory-efficient clustering☆262Updated last year
- Implementation of HNSW that supports online updates☆66Updated 7 years ago
- GGNN: State of the Art Graph-based GPU Nearest Neighbor Search☆163Updated 6 months ago
- Open source implementation of "Spreading Vectors for Similarity Search"☆320Updated 4 years ago
- hnsw implemented by python☆69Updated 6 years ago
- Framework for evaluating ANNS algorithms on billion scale datasets.☆392Updated 3 months ago
- A library for k-nearest neighbor search☆384Updated last year
- QuickerADC is an implementation of highly-efficient product quantizers leveraging SIMD shuffle instructions integrated into FAISS☆61Updated 6 years ago
- Implementation of ip-nsw from Non-metric Similarity Graphs for Maximum Inner Product Search☆40Updated 6 years ago
- PQ Fast Scan☆65Updated 6 years ago
- an Extremely Fast Approximate Nearest Neighbor graph construction Algorithm framework☆96Updated 5 years ago
- ☆160Updated 8 years ago
- Code for ICML2019 paper: Learning to Route in Similarity Graphs☆58Updated last year
- FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)☆1,153Updated last year
- CUDA implementation of Hierarchical Navigable Small World Graph algorithm☆163Updated 4 years ago
- Fast search algorithm for product-quantized codes via hash-tables☆53Updated 7 years ago
- code for satellite system graphs☆120Updated last year
- A library for building and serving multi-node distributed faiss indices.☆268Updated last year
- Fast C++ implementation of https://github.com/yahoo/lopq: Locally Optimized Product Quantization (LOPQ) model and searcher for approximat…☆35Updated 5 years ago
- SONG: Approximate Nearest Neighbor Search on GPU. SONG is a graph-based approximate nearest neighbor search toolbox.☆69Updated 3 months ago
- LSH-GPU ANN package☆94Updated 6 years ago
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆56Updated 5 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
- PyTorch implementation of Hash Embeddings (NIPS 2017). Submission to the NIPS Implementation Challenge.☆199Updated 6 years ago