erikbern / ann-benchmarksLinks
Benchmarks of approximate nearest neighbor libraries in Python
☆5,312Updated 2 weeks ago
Alternatives and similar repositories for ann-benchmarks
Users that are interested in ann-benchmarks 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…☆3,503Updated 9 months ago
- Header-only C++/python library for fast approximate nearest neighbors☆4,759Updated this week
- Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk☆13,808Updated 10 months ago
- A library for efficient similarity search and clustering of dense vectors.☆35,634Updated this week
- Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data☆1,310Updated 2 weeks ago
- 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☆1,380Updated this week
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆679Updated last year
- Learning embeddings for classification, retrieval and ranking.☆3,954Updated 2 years ago
- MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW☆2,725Updated last year
- Collections of vector search related libraries, service and research papers☆1,504Updated 10 months ago
- An implementation of a deep learning recommendation model (DLRM)☆3,903Updated 3 weeks ago
- Some useful tips for faiss☆622Updated last year
- Serve, optimize and scale PyTorch models in production☆4,336Updated this week
- A system for quickly generating training data with weak supervision☆5,870Updated last year
- Framework for evaluating ANNS algorithms on billion scale datasets.☆379Updated last month
- Unsupervised text tokenizer for Neural Network-based text generation.☆11,010Updated 2 months ago
- Distributed vector search for AI-native applications☆2,186Updated this week
- Learning to Rank in TensorFlow☆2,776Updated last year
- A library for k-nearest neighbor search☆385Updated last year
- Vald. A Highly Scalable Distributed Vector Search Engine☆1,609Updated this week
- A Python nearest neighbor descent for approximate nearest neighbors☆928Updated 7 months ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆1,847Updated 2 weeks ago
- Generate embeddings from large-scale graph-structured data.☆3,412Updated last year
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆1,876Updated this week
- Open Source Neural Machine Translation and (Large) Language Models in PyTorch☆6,894Updated 3 months ago
- Automatically create Faiss knn indices with the most optimal similarity search parameters.☆857Updated last year
- Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search☆35,475Updated this week
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,512Updated 2 months ago
- 🏄 Scalable embedding, reasoning, ranking for images and sentences with CLIP☆12,689Updated last year