Search Results - RepositoryStats

414

2.7k

other

112

Implementation of various string similarity and distance algorithms: Levenshtein, Jaro-winkler, n-Gram, Q-Gram, Jaccard index, Longest Common Subsequence edit distance, cosine similarity ...

java distance shingles algorithm jaro-winkler string-distance distance-measure cosine-similarity damerau-levenshtein similarity-measures levenshtein-distance

Created 2014-04-17

245 commits to master branch, last one 2 years ago

FALCONN FALCONN-LIB

194

1.1k

mit

46

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

lsh falconn sketches fast-lookups cosine-similarity nearest-neighbor-search locality-sensitive-hashing

Created 2015-12-03

352 commits to master branch, last one 6 years ago

similarity tensorflow

104

1.0k

apache-2.0

29

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

knn python simclr simclr2 simsiam clustering tensorflow barlow-twins deep-learning metric-learning machine-learning cosine-similarity nearest-neighbors similarity-search similarity-learning contrastive-learning unsupervised-learning nearest-neighbor-search

Created 2020-06-15

850 commits to master branch, last one about a year ago

quaterion qdrant

45

643

apache-2.0

10

Blazing fast framework for fine-tuning similarity learning models

knn python pytorch deep-learning metric-learning machine-learning cosine-similarity pytorch-lightning similarity-search similarity-learning contrastive-learning nearest-neighbor-search

Created 2021-08-31

221 commits to master branch, last one 10 months ago

Question-Generation KristiyanVachev

113

486

gpl-3.0

15

Generating multiple choice questions from text using Machine Learning.

ai nlp quiz spacy spacy-nlp naive-bayes word-embeddings machine-learning cosine-similarity question-generator question-generation questions-and-answers

Created 2018-12-27

35 commits to master branch, last one 3 years ago

StringSimilarity.NET feature23

70

448

other

23

A .NET port of java-string-similarity

dotnet string strings winkler distance shingles algorithms jaro-winkler lcs-distance string-metrics string-distance cosine-similarity damerau-levenshtein similarity-measures levenshtein-distance

Created 2016-08-07

100 commits to main branch, last one 3 months ago

sparse_dot_topn ing-bank

86

399

apache-2.0

19

Python package to accelerate the sparse matrix multiplication and top-n similarity selection

scipy cython sparse-matrix cosine-similarity

Created 2017-08-01

189 commits to master branch, last one about a month ago

fast-elasticsearch-vector-scoring lior-k

112

395

apache-2.0

14

Score documents using embedding-vectors dot-product or cosine-similarity with ES Lucene engine

lucene vector dot-product elasticsearch cosine-similarity embedding-vectors

Created 2017-08-23

42 commits to master branch, last one 2 years ago

chromem-go philippgille

22

309

mpl-2.0

5

Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence.

go llm rag llms chroma golang chromadb embedded in-memory embeddings vector-search vector-database nearest-neighbor cosine-similarity retrieval-augmented-generation

Created 2023-12-24

355 commits to main branch, last one 2 months ago

generalized-kmeans-clustering derrickburns

50

298

apache-2.0

16

Spark library for generalized K-Means clustering. Supports general Bregman divergences. Suitable for clustering probabilistic data, time series data, high dimensional data, and very large data.

spark entropy k-means clustering embeddings spark-mllib cosine-similarity similarity-search bregman-divergence euclidean-distance itakura-saito-divergence kullback-leibler-divergence

Created 2014-09-03

824 commits to master branch, last one 10 months ago

Plagiarism-checker-Python Kalebu

138

289

unknown

10

A python project for checking plagiarism of documents based on cosine similarity

tanzania python-nlp python-project machine-learning cosine-similarity python-programming python-nlp-projects python-cosine-similarity plagiarism-checker-python python-plagiarism-detector

Created 2020-05-02

18 commits to master branch, last one about a year ago

semantic-autocomplete Mihaiii

5

212

mit

3

A blazing-fast semantic search React component. Match by meaning, not just by letters. Search as you type without waiting (no debounce needed). Rank by cosine similarity.

nlp muiv5 muiv6 react semantic material-ui semantic-search cosine-similarity nlp-machine-learning

Created 2024-03-19

75 commits to main branch, last one 2 months ago

vector-storage nitaiaharoni1

35

201

mit

6

Vector Storage is a vector database that enables semantic similarity searches on text documents in the browser's local storage. It uses OpenAI embeddings to convert documents into vectors and allows s...

npm openai lru-cache vector-db javascript typescript open-source localstorage local-storage vector-search semantic-search vector-database cosine-similarity embedding-vectors vector-similarity semantic-similarity vector-similarity-search vector-similarity-database

Created 2023-05-02

107 commits to master branch, last one about a year ago

Information-Retrieval williamscott701

156

130

unknown

3

Information Retrieval algorithms developed in python. To follow the blog posts, click on the link:

nlp numpy tfidf pandas python exercises unigram-index matching-score cosine-similarity positional-indexing information-retrieval

Created 2019-01-27

11 commits to master branch, last one 5 years ago

ml-classify-text-js andreekeberg

11

126

mit

7

Machine learning based text classification in JavaScript using n-grams and cosine similarity

labels n-gram library n-grams training classifier similarity predictions classification text-classifier machine-learning cosine-similarity sentiment-analysis text-classification artificial-intelligence natural-language-processing

Created 2020-08-26

33 commits to master branch, last one about a year ago

face-recognition vectornguyen76

34

124

mit

3

Real-Time Face Recognition use SCRFD, ArcFace, ByteTrack, Similarity Measure

scrfd arcface bytetrack real-time insightface yolov5-face face-alignment face-detection multithreading face-recognition cosine-similarity

Created 2022-03-27

81 commits to master branch, last one 11 months ago

lsh-rs ritchie46

20

111

mit

4

Locality Sensitive Hashing in Rust with Python bindings

lsh rust l2-distance lsh-algorithm cosine-similarity

Created 2020-03-06

216 commits to master branch, last one about a year ago

tika-similarity chrismattmann

59

107

apache-2.0

11

Tika-Similarity uses the Tika-Python package (Python port of Apache Tika) to compute file similarity based on Metadata features.

tika python clustering tika-python cosine-distance tika-similarity machine-learning similarity-score cosine-similarity metadata-features jaccard-similarity information-retrieval

Created 2014-12-13

292 commits to master branch, last one about a year ago

duckdb-embedding-search patricktrainer

3

106

mit

3

Fast similarity search using DuckDB

llm rag gpt-4 duckdb openai vector embeddings search-engine vector-search semantic-search vector-database cosine-similarity similarity-search

Created 2024-01-09

28 commits to main branch, last one about a month ago

nnv sjy-dv

0

96

gpl-3.0

1

NNV(No-Named.V) is a high-level project where we take on the challenge of deploying a all-in-one database from scratch to production. Join me on this journey!

kv hnsw bitmap database key-value hybrid-search vector-search semantic-search vector-database cosine-similarity distributed-systems distributed-database

Created 2024-10-09

113 commits to main branch, last one 23 hours ago

Simple-Plagiarism-Checker abhilampard

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96

unknown

6

Web Application for checking the similarity between query and document using the concept of Cosine Similarity.

flask python-flask python-project cosine-similarity plagiarism-checker document-similarity plagiarism-detection

Created 2017-08-19

11 commits to master branch, last one 2 years ago

orthohash kamwoh

10

94

bsd-3-clause

6

[NeurIPS 2021] Official implementation of the paper "One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective"

coco roxf rpar gldv2 paris oxford hashing neurips nuswide imagenet orthohash hash-codes deep-hashing neurips-2021 deep-learning image-retrieval cosine-similarity supervised-hashing instance-level-retrieval

Created 2021-09-29

49 commits to main branch, last one 6 months ago

sax-vsm_classic jMotif

31

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gpl-2.0

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SAX-VSM public release, visit our website for detail

kdd sax java sax-vsm timeseries cosine-similarity pattern-discovery

Created 2014-09-11

267 commits to master branch, last one 2 years ago

stringdistance vickumar1981

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other

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A fuzzy matching string distance library for Scala and Java that includes Levenshtein distance, Jaro distance, Jaro-Winkler distance, Dice coefficient, N-Gram similarity, Cosine similarity, Jaccard si...

Created 2017-03-02

203 commits to master branch, last one 2 years ago

chunkdot rragundez

5

75

mit

2

Multi-threaded matrix multiplication and cosine similarity calculations for dense and sparse matrices. Appropriate for calculating the K most similar items for a large number of items by chunking the ...

numba embeddings vectorization cosine-similarity

Created 2023-03-06

143 commits to main branch, last one 4 months ago

azure-sql-db-openai Azure-Samples

31

72

mit

17

Samples on how to use Azure SQL database with Azure OpenAI

open-ai azure-sql cosine-distance cosine-similarity azure-sql-database

Created 2023-05-23

70 commits to main branch, last one 12 days ago

cisip-FIRe CISiPLab

10

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bsd-3-clause

3

Fast Image Retrieval (FIRe) is an open source project to promote image retrieval research. It implements most of the major binary hashing methods to date, together with different popular backbone netw...