Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate nearest neighbors, in Pytorch
In-memory vector store with efficient read and write performance for semantic caching and retrieval system. Redis for Semantic Caching.
PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.
Efficient similarity search and clustering for Ruby
🧿 Pupyl is a really fast image search library which you can index your own (millions of) images and find similar images in milliseconds.
Worth-reading papers and related awesome resources on matching task. 值得一读的匹配任务相关论文与资源集合
Swift bindings for Annoy (Approximate Nearest Neighbors Oh Yeah)
A Julia wrapper for Fast Library for Approximate Nearest Neighbors (FLANN)
Nearest neighbor search. Methods: LSH, hypercube, and exhaustive search. C++
This repository contains a web application that integrates with a music recommendation system, which leverages a dataset of 3,415 audio files, each lasting thirty seconds, utilising a Locality-Sensitive Hashing (LSH) implementation to determine rhythmic similarity, as part of an assignment for the Fundamental of Big Data Analytics (DS2004) course.
⚡ Scalable recommendation serving and vector similarity search
Navigable Small World Graphs For Approximate Nearest Neighbors In Rust
Repository for the course Essentials in Text and Speech Processing Fall 2024
Implementation and analysis of various algorithms, libraries and systems, distributed and not, for Approximate Nearest Neighbors searches
Add a description, image, and links to the approximate-nearest-neighbors topic page so that developers can more easily learn about it.
To associate your repository with the approximate-nearest-neighbors topic, visit your repo's landing page and select "manage topics."