Top 12 lsh open source projects

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

✭ 1,635

python search weighted-quantiles lsh minhash top-k locality-sensitive-hashing lsh-forest lsh-ensemble jaccard-similarity hyperloglog data-sketches data-summary

minhash-lsh

Minhash LSH in Golang

✭ 20

go benchmark lsh minhash

Dolphinn

High Dimensional Approximate Near(est) Neighbor

✭ 32

C++Makefile lsh nearest-neighbor-search

H2 ALSH

Accurate and Fast ALSH for Maximum Inner Product Search (KDD 2018)

✭ 18

C++shell Makefile mips xbox lsh dataset h2-alsh simple-lsh sign-alsh l2-alsh qalsh srp-lsh

product-quantization

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

✭ 40

python clustering lsh approximate-nearest-neighbor-search product-quantization vector-quantization

image-ndd-lsh

Near-duplicate image detection using Locality Sensitive Hashing

✭ 42

python image detection lsh locality-sensitive-hashing duplicate

MoTIS

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

✭ 60

swift C++Objective-C++objective c ruby naacl ai retrieval lsh image-search k-means cross-modal clip knn semantic-search knowledge-distillation k-means-clustering random-projection vector-search

lshensemble

LSH index for approximate set containment search

✭ 48

go paper lsh nearest-neighbor-search lsh-forest vldb lsh-ensemble containment containment-search approximate-nearest-neighbor-search

lsh-rs

Locality Sensitive Hashing in Rust with Python bindings

✭ 64

rust python lsh cosine-similarity lsh-algorithm l2-distance

Neural-Scam-Artist

Web Scraping, Document Deduplication & GPT-2 Fine-tuning with a newly created scam dataset.

✭ 18

python nlp pytorch lsh dataset transformer web-scraping minhash readability scam deduplication fraud fine-tuning gpt2 huggingface

lsh-semantic-similarity

Locality Sensitive Hashing for semantic similarity (Python 3.x)

✭ 16

python Jupyter Notebook tutorial lsh jaccard-similarity textual-analysis

lsh

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

✭ 92

go lsh lsh-forest multi-probe-lsh

1-12 of 12 lsh projects