Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate nearest neighbors, in Pytorch

Hybrid vector database with flexible SQL storage engine & multi-index support.

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++

⚡ Scalable recommendation serving and vector similarity search

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.

Navigable Small World Graphs For Approximate Nearest Neighbors In Rust

Implementation and analysis of various algorithms, libraries and systems, distributed and not, for Approximate Nearest Neighbors searches