microsoft / SPTAG
A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.
☆4,901Updated 3 months ago
Alternatives and similar repositories for SPTAG
Users that are interested in SPTAG are comparing it to the libraries listed below
Sorting:
- Benchmarks of approximate nearest neighbor libraries in Python☆5,270Updated last month
- Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-me…☆3,486Updated 7 months ago
- Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data☆1,303Updated 2 weeks ago
- Header-only C++/python library for fast approximate nearest neighbors☆4,689Updated 3 weeks ago
- A lightning fast Finite State machine and REgular expression manipulation library.☆1,842Updated 5 months ago
- A natural language modeling framework based on PyTorch☆6,327Updated 2 years ago
- Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search☆1,340Updated this week
- Generate embeddings from large-scale graph-structured data.☆3,412Updated last year
- Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk☆13,743Updated 9 months ago
- A high performance and generic framework for distributed DNN training☆3,680Updated last year
- A library for efficient similarity search and clustering of dense vectors.☆34,852Updated this week
- Models and examples built with TensorFlow☆2,897Updated 5 years ago
- Navigating Spreading-out Graph For Approximate Nearest Neighbor Search☆671Updated last year
- FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)☆1,151Updated 11 months ago
- BlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.☆1,965Updated 2 years ago
- Trax — Deep Learning with Clear Code and Speed☆8,204Updated last month
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,472Updated 3 weeks ago
- A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural …☆2,940Updated 2 years ago
- HeavyDB (formerly OmniSciDB)☆2,996Updated 8 months ago
- Learning embeddings for classification, retrieval and ranking.☆3,953Updated 2 years ago
- A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)☆5,564Updated 3 weeks ago
- MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms.☆5,010Updated 11 months ago
- A system for quickly generating training data with weak supervision☆5,856Updated last year
- A clear, concise, simple yet powerful and efficient API for deep learning.☆2,302Updated 5 years ago
- GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.☆1,264Updated 5 years ago
- An implementation of a deep learning recommendation model (DLRM)☆3,873Updated 7 months ago
- MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW☆2,695Updated 11 months ago
- Lingvo☆2,839Updated last week
- Neural Network Libraries☆2,747Updated 6 months ago
- An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model c…☆14,187Updated 10 months ago