erikbern / ann-benchmarksLinks
Benchmarks of approximate nearest neighbor libraries in Python
☆5,342Updated last month
Alternatives and similar repositories for ann-benchmarks
Users that are interested in ann-benchmarks are comparing it to the libraries listed below
Sorting:
- Header-only C++/python library for fast approximate nearest neighbors☆4,781Updated 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…☆3,514Updated 9 months ago
- FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)☆1,152Updated last year
- Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk☆13,844Updated 11 months ago
- Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search☆1,401Updated this week
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆681Updated last year
- A library for efficient similarity search and clustering of dense vectors.☆35,944Updated this week
- MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW☆2,733Updated last year
- Collections of vector search related libraries, service and research papers☆1,511Updated 11 months ago
- A Python nearest neighbor descent for approximate nearest neighbors☆931Updated 8 months ago
- A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distribu…☆4,922Updated last week
- Learning to Rank in TensorFlow☆2,778Updated last year
- A library for k-nearest neighbor search☆385Updated last year
- An implementation of a deep learning recommendation model (DLRM)☆3,919Updated last month
- A fast Python implementation of locality sensitive hashing.☆664Updated 5 years ago
- Some useful tips for faiss☆622Updated last year
- Framework for evaluating ANNS algorithms on billion scale datasets.☆385Updated last month
- Python framework for fast (approximated) nearest neighbour search in large, high-dimensional data sets using different locality-sensitive…☆767Updated 2 years ago
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,531Updated last week
- Deep recommender models using PyTorch.☆3,021Updated 2 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
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)☆3,471Updated 3 months ago
- Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, S…☆2,953Updated this week
- State-of-the-Art Text Embeddings☆17,077Updated last week
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆862Updated last year
- Pytorch domain library for recommendation systems☆2,260Updated this week
- Fast Python Collaborative Filtering for Implicit Feedback Datasets☆3,686Updated last year
- Learning embeddings for classification, retrieval and ranking.☆3,953Updated 2 years ago
- Library for factorization machines☆1,493Updated 5 years ago
- A lightweight parameter server interface☆1,553Updated 2 years ago