lsh 开源项目推荐（260 个）

ekzhu /datasketch

MinHash、LSH、LSH 森林、加权 MinHash、HyperLogLog、HyperLogLog++、LSH 集合和 HNSW

FALCONN-LIB /FALCONN

FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)

james-bowman /nlp

Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang

datawhalechina /easy-vecdb

📚 从零开始的向量数据库原理与实践教程，在线阅读地址：https://easy-vecdb.datawhale.cc/

mattilyra /LSH

Locality Sensitive Hashing using MinHash in Python/Cython to detect near duplicate text documents

LinkedInAttic /scanns

A scalable nearest neighbor search library in Apache Spark

JorenSix /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.

DRSY /MoTIS

[NAACL 2022]Mobile Text-to-Image search powered by multimodal semantic representation models(e.g., OpenAI's CLIP)

ritchie46 /lsh-rs

Locality Sensitive Hashing in Rust with Python bindings

src-d /minhashcuda

CUDA（多GPU）上的加权MinHash实现。

ekzhu /lsh

Locality Sensitive Hashing for Go (Multi-probe LSH, LSH Forest, basic LSH)

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

serega /gaoya

Locality Sensitive Hashing

mendesk /image-ndd-lsh

Near-duplicate image detection using Locality Sensitive Hashing

will-rowe /groot

A resistome profiler for Graphing Resistance Out Of meTagenomes

andrewmcloud /consimilo

A Clojure library for querying large data-sets on similarity

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

ekzhu /lshensemble

LSH index for approximate set containment search

xinyandai /product-quantization

Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search.

takahi-i /likelike

An implementation of locality sensitive hashing with Hadoop