lsh
There are 3 repositories under lsh topic.
ekzhu / datasketch
MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW
Language:Python 2458FALCONN-LIB / FALCONN
FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)
Language:C 1128james-bowman / nlp
Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang
Language:Go 440mattilyra / LSH
Locality Sensitive Hashing using MinHash in Python/Cython to detect near duplicate text documents
Language:Python 275LinkedInAttic / scanns
A scalable nearest neighbor search library in Apache Spark
Language:Scala 257JorenSix / TarsosLSH
A Java library implementing practical nearest neighbour search algorithm for multidimensional vectors that operates in sublinear time. It implements Locality-sensitive Hashing (LSH) and multi index hashing for hamming space.
Language:Java 200DRSY / MoTIS
[NAACL 2022]Mobile Text-to-Image search powered by multimodal semantic representation models(e.g., OpenAI's CLIP)
Language:Swift 120src-d / minhashcuda
Weighted MinHash implementation on CUDA (multi-gpu).
Language:C++ 112- Language:Rust 107
- Language:Go 101
DiceTechJobs / VectorsInSearch
Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015
Language:Python 84mendesk / image-ndd-lsh
Near-duplicate image detection using Locality Sensitive Hashing
Language:Python 66- Language:Rust 65
andrewmcloud / consimilo
A Clojure library for querying large data-sets on similarity
Language:Clojure 63- Language:Go 63
- Language:Java 57
LSH index for approximate set containment search
Language:Go 55xinyandai / product-quantization
Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.
Language:Python 54- Language:JavaScript 50
guofei9987 / pyLSHash
Locality Sensitive Hashing, fuzzy-hash， min-hash, simhash, aHash, pHash, dHash。基于 Hash值的图片相似度、文本相似度
Language:Python 50nlpodyssey / goslide
SLIDE (Sub-LInear Deep learning Engine) written in Go
Language:Go 41- Language:C++ 33
HuangQiang / QALSH
Query-Aware LSH for Approximate NNS (PVLDB 2015 and VLDBJ 2017)
Language:C++ 26- Language:Go 25
Accurate and Fast ALSH for Maximum Inner Product Search (KDD 2018)
Language:C++ 24davidsvy / Neural-Scam-Artist
Web Scraping, Document Deduplication & GPT-2 Fine-tuning with a newly created scam dataset.
Language:Python 23- Language:C++ 22
EdDuarte / similarity-search-java
Easy-to-use Java similarity algorithms for text and numeric-series
Language:Java 20ericmillsio / whiplash
Serverless, lightweight, and fast vector database on top of DynamoDB
Language:Python 20A framework for index based similarity search.
Language:C++ 19italo-batista / lsh-semantic-similarity
Locality Sensitive Hashing for semantic similarity (Python 3.x)
Language:Python 16kspalaiologos / modern-rzip
A backup suite. Supports FLZMA2, bzip3, LZ4, Zstandard, LSH i-node ordering deduplicating archiver, long range deduplication, encryption and recovery records
Language:C 16Query-Aware LSH for Approximate NNS (In-Memory Version of QALSH)
Language:C++ 15kernelmethod / LSHFunctions.jl
Locality-sensitive hashing (LSH) in Julia.
Language:Julia 14- Language:Python 14
LSH Scheme based on Longest Circular Co-Substring (SIGMOD 2020)
Language:C++ 13
