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lsh

MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW

Python
2675
1 年前

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

C
1150
1 年前

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

Go
455
4 年前

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

Python
284
2 年前

A scalable nearest neighbor search library in Apache Spark

Scala
262
6 年前

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.

Java
202
5 年前

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

Swift
124
2 年前

Weighted MinHash implementation on CUDA (multi-gpu).

C++
117
1 年前

Locality Sensitive Hashing in Rust with Python bindings

Rust
114
2 年前

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

Go
107
7 年前

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

Python
85
4 年前

Near-duplicate image detection using Locality Sensitive Hashing

Python
75
4 年前
Rust
73
2 年前

A resistome profiler for Graphing Resistance Out Of meTagenomes

Go
65
5 年前

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

Python
59
4 年前

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

Python
59
1 年前

LSH index for approximate set containment search

Go
57
3 年前

An implementation of locality sensitive hashing with Hadoop

Java
57
10 年前

Quickly estimate the similarity between many sets

JavaScript
51
2 年前