GitHub topics: approximate-nearest-neighbors
edwinkys/oasysdb
In-memory vector store with efficient read and write performance for semantic caching and retrieval system. Redis for Semantic Caching.
Language: Rust - Size: 1.46 MB - Last synced at: 5 days ago - Pushed at: 7 months ago - Stars: 360 - Forks: 13
lucidrains/memorizing-transformers-pytorch
Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate nearest neighbors, in Pytorch
Language: Python - Size: 34.2 MB - Last synced at: about 17 hours ago - Pushed at: almost 2 years ago - Stars: 634 - Forks: 46
ankane/faiss-ruby
Efficient similarity search and clustering for Ruby
Language: C++ - Size: 104 KB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 141 - Forks: 7
policratus/pupyl
🧿 Pupyl is a really fast image search library which you can index your own (millions of) images and find similar images in milliseconds.
Language: Python - Size: 113 MB - Last synced at: 14 days ago - Pushed at: 6 months ago - Stars: 113 - Forks: 7
vintasoftware/entity-embed
PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.
Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 153 - Forks: 16
wildart/FLANN.jl
A Julia wrapper for Fast Library for Approximate Nearest Neighbors (FLANN)
Language: Julia - Size: 64.5 KB - Last synced at: 15 days ago - Pushed at: about 1 year ago - Stars: 18 - Forks: 14
maettuu/24HS-Essentials-in-Text-and-Speech-Processing
Repository for the course Essentials in Text and Speech Processing Fall 2024
Language: Python - Size: 16.6 KB - Last synced at: 11 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0
huzaifakhan04/music-recommendation-web-application-based-on-rhythmic-similarity-using-locality-sensitive-hashing
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.
Language: Jupyter Notebook - Size: 4.93 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0
ChriStingo/Distributed-computation-of-Approximate-Nearest-Neighbors
Implementation and analysis of various algorithms, libraries and systems, distributed and not, for Approximate Nearest Neighbors searches
Language: Python - Size: 34.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
dkohlsdorf/NSWG
Navigable Small World Graphs For Approximate Nearest Neighbors In Rust
Language: Rust - Size: 15.6 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 2 - Forks: 0
jbadger3/SwiftAnnoy
Swift bindings for Annoy (Approximate Nearest Neighbors Oh Yeah)
Language: Swift - Size: 168 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 18 - Forks: 1
ZhengZixiang/MatchPapers
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
Size: 56.6 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 73 - Forks: 14
marnixkoops/hyperscale
⚡ Scalable recommendation serving and vector similarity search
Language: Python - Size: 1.53 MB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 0
PetropoulakisPanagiotis/nearest-neighbor-search
Nearest neighbor search. Methods: LSH, hypercube, and exhaustive search. C++
Language: C++ - Size: 13.8 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 1
