nmslib / hnswlib
Header-only C++/python library for fast approximate nearest neighbors
☆4,389Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for hnswlib
- Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-me…☆3,417Updated 2 months ago
- Benchmarks of approximate nearest neighbor libraries in Python☆4,974Updated 3 weeks ago
- Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk☆13,264Updated 3 months ago
- A library for efficient similarity search and clustering of dense vectors.☆31,488Updated this week
- Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data☆1,258Updated last week
- Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search☆1,140Updated this week
- FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)☆1,140Updated 5 months ago
- Distributed vector search for AI-native applications☆2,071Updated this week
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆638Updated 11 months ago
- Learning embeddings for classification, retrieval and ranking.☆3,947Updated last year
- Ongoing research training transformer models at scale☆10,595Updated this week
- 💥 Fast State-of-the-Art Tokenizers optimized for Research and Production☆9,052Updated this week
- PyTorch extensions for high performance and large scale training.☆3,195Updated last week
- Unsupervised text tokenizer for Neural Network-based text generation.☆10,295Updated 2 weeks ago
- Open standard for machine learning interoperability☆17,949Updated this week
- MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW☆2,583Updated 5 months ago
- Collections of vector search related libraries, service and research papers☆1,409Updated 3 months ago
- Framework for evaluating ANNS algorithms on billion scale datasets.☆356Updated this week
- A library for k-nearest neighbor search☆384Updated 6 months ago
- The Triton Inference Server provides an optimized cloud and edge inferencing solution.☆8,348Updated this week
- Generate embeddings from large-scale graph-structured data.☆3,387Updated 8 months ago
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,265Updated 2 months ago
- Transformer related optimization, including BERT, GPT☆5,890Updated 7 months ago
- Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C…☆2,264Updated this week
- Open deep learning compiler stack for cpu, gpu and specialized accelerators☆11,798Updated this week
- A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distribu…☆4,829Updated 2 months ago
- Vald. A Highly Scalable Distributed Vector Search Engine☆1,537Updated this week
- An implementation of a deep learning recommendation model (DLRM)☆3,769Updated last month
- Fast Library for Approximate Nearest Neighbors☆2,252Updated 3 months ago