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Search results for locality sensitive hashing
locality-sensitive-hashing
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83 search results found
Annoy
⭐
11,776
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Datasketch
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2,236
MinHash, LSH, LSH Forest, Weighted MinHash, HyperLogLog, HyperLogLog++, LSH Ensemble and HNSW
Falconn
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1,123
FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)
Soundfingerprinting
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901
Open source audio fingerprinting in .NET. An efficient algorithm for acoustic fingerprinting written purely in C#.
Lshash
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567
A fast Python implementation of locality sensitive hashing.
Elastiknn
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347
Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.
Nak
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335
The Nak Machine Learning Library
Nlp
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308
Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang
Lsh
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243
Locality Sensitive Hashing using MinHash in Python/Cython to detect near duplicate text documents
Elastik Nearest Neighbors
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242
Go to: https://github.com/alexklibisz/elastiknn
Tlsh Js
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150
JavaScript port of TLSH (Trend Micro Locality Sensitive Hash)
Sketchy
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133
Simple approximate-nearest-neighbours in Python using locality sensitive hashing.
Sparselsh
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128
A Locality Sensitive Hashing (LSH) library with an emphasis on large, highly-dimensional datasets.
Tlsh
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111
TLSH lib in Golang
Spark Neighbors
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96
Spark-based approximate nearest neighbor search using locality-sensitive hashing
Lsh_deeplearning
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93
Scalable and Sustainable Deep Learning via Randomized Hashing
Mhap
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81
MinHash Alignment Process (MHAP, pronounced MAP): locality-sensitive hashing to detect long-read overlaps and utilities
Lsh Spark
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80
Locality Sensitive Hashing for Apache Spark
Lsh
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79
A pure python implementation of locality sensitive hashing for text documents
Lsh Rs
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78
Locality Sensitive Hashing in Rust with Python bindings
Lsh
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72
Locality Sensitive Hashing for Go (Multi-probe LSH, LSH Forest, basic LSH)
Lshhdc
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62
LSH based high dimensional clustering for sets and points
Vectorsinsearch
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59
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
Likelike
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57
An implementation of locality sensitive hashing with Hadoop
Fly Lsh
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48
An implementation of efficient LSH inspired by fruit fly brain
Lshash
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47
locality sensitive hashing (LSHASH) for Python3
Lsh_memory
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46
One-Shot Learning using Nearest-Neighbor Search (NNS) and Locality-Sensitive Hashing LSH
Bindash
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39
Fast and precise comparison of genomes and metagenomes (in the order of terabytes) on a typical personal laptop
Minhash
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39
Quickly estimate the similarity between many sets
Lshr
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33
Locality Sensitive Hashing In R
Sketches
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33
Scala library for sketching, locality sensitive hashing, approximate similarity search and other things
Locality Sensitive Hashing
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32
Application of Locality Sensitive Hashing to Audio Fingerprinting
Ruby Lsh
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29
Locality Sensitive Hashing in Ruby
Expressionmatrix2
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27
Software for exploration of gene expression data from single-cell RNA sequencing.
Locality Sensitive Hashing
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26
Image Ndd Lsh
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24
Near-duplicate image detection using Locality Sensitive Hashing
Recommendation Retrieval
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23
A tutorial on scalable retrieval of matrix factorization recommendations
Tlsh
⭐
23
TLSH (Trend Micro Locality Sensitive Hash) library for Ruby
Set Sketch Paper
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23
SetSketch: Filling the Gap between MinHash and HyperLogLog
Go Sql Lsh
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22
Locality Sensitive Hashing using Golang and SQL database
Omhismb2019
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22
Coursera Uw Machine Learning Clustering Retrieval
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21
Ex_lsh
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20
A configurable implementation of locality-sensitive hashing in Elixir
Gaoya
⭐
19
Locality Sensitive Hashing
Mashing Pumpkins
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19
Minhash and maxhash library in Python, combining flexibility, expressivity, and performance.
Mkmh
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18
Generate kmers/minimizers/hashes/MinHash signatures, including with multiple kmer sizes.
Mnemophonix
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17
A simple audio fingerprinting system
Locality Sensitive Hashing Example
⭐
16
Simple example of Locality Sensitive Hashing
Learning2hash.github.io
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15
Website for "A survey of learning to hash for Computer Vision" https://learning2hash.github.io
Tlsh
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15
Java port of TLSH (Trend Micro Locality Sensitive Hash)
Flinng
⭐
15
A fast high dimensional near neighbor search algorithm based on group testing and locality sensitive hashing
Rplsh
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14
Kmeans Quantization + Random Projection based Locality Sensitive Hashing
Probminhash
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13
ProbMinHash – A Class of Locality-Sensitive Hash Algorithms for the (Probability) Jaccard Similarity
Hamming Lsh
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13
An implementation of locality-sensitive hashing for Hamming space
Implementation Of Ml Algos In Python
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13
Implementing various machine learning algorithm from scratch
Minhash Node Rs
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12
MinHash and LSH index written in Rust for Node.js
Lsh Semantic Similarity
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12
Locality Sensitive Hashing for semantic similarity (Python 3.x)
Lsh
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12
A simple implementation of locality sensitive hashing in python
Treeminhash
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12
TreeMinHash: Fast Sketching for Weighted Jaccard Similarity Estimation
Ccmf
⭐
11
Creative Commons Media-Fingerprint Library
Semantic Sh
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11
semantic-sh is a SimHash implementation to detect and group similar texts by taking power of word vectors and transformer-based language models (BERT).
Spamsum
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11
A native go implementation of spamsum
Qalsh
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10
Query-Aware Locality-Sensitive Hashing for Approximate Nearest Neighbor Search (PVLDB 2015 and VLDBJ 2017)
Dedup
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10
Find duplicate text files.
Lsh
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10
Locality-Sensitive Hashing for Minhash Signatures
Flylsh
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10
A Brand New LSH: The fly’s olfactory circuits algorithm
Localitysensitivehashing
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9
A Python library that implements locality-sensitive hashing for the near(est) neighbors problem.
Aghasher
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9
An implementation of Anchor Graph Hashing (Liu et al. 2011) in Python.
Lsh Search Go
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8
Locality-sensitive hashing lib [EXPERIMENT]
Nearest Neighbor Search
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7
Nearest neighbor search. Methods: LSH, hypercube, and exhaustive search. C++
Algorithm Lsh
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7
perl implementation of Locality Sensitive Hashing
Image Matching And Localization
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7
Similarity
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6
A Cascalog library for finding similar documents with minhashing/locality-sensitive hashing.
Qalsh_mem
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6
Query-Aware Locality-Sensitive Hashing for Approximate Nearest Neighbor Search (Memory Version of QALSH)
Machine Learning Clustering Retrieval
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6
Built text and image clustering models using unsupervised machine learning algorithms such as nearest neighbors, k means, LDA , and used techniques such as expectation maximization, locality sensitive hashing, and gibbs sampling in Python
P2hnns
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6
Point-to-Hyperplane Nearest Neighbor Search Beyond the Unit Hypersphere (SIGMOD 2021)
Hashing Based Network Discovery
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6
Hashing-based network discovery from time series
Lsh.jl
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5
Locality Sensitive Hashing
Finding Similar Images Using Locality Sensitive Hashing
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5
Finding Similar Images using Locality Sensitive Hashing (using Min Hashing and Random Hyperplanes technique)
Face_amnesia
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5
Face detection and retrieval in image and video files.
O2lsh
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5
An implementation of locality sensitive hashing in Rust
Lshfunctions.jl
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5
Locality-sensitive hashing (LSH) in Julia.
Npq
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5
Neighbourhood Preserving Quantisation (NPQ) code
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