Search Results - RepositoryStats

416

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

105

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

46

646

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 about a year ago

Question-Generation KristiyanVachev

113

488

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

454

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 4 months ago

sparse_dot_topn ing-bank

86

401

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

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

fast-elasticsearch-vector-scoring lior-k

112

396

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

368

mpl-2.0

6

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 4 months ago

generalized-kmeans-clustering derrickburns

50

300

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 11 months ago

Plagiarism-checker-Python Kalebu

140

297

unknown

9

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 4 months ago

vector-storage nitaiaharoni1

35

207

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

nnv sjy-dv

0

153

gpl-3.0

1

NNV(No-Named.V) is a vector database that supports Multi-Vector Search, high-performance HNSW, FLAT and quantization, and enables fast searches through sophisticated internal data shard design.

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

Created 2024-10-09

127 commits to main branch, last one 5 days ago

face-recognition vectornguyen76

37

136

mit

3

Real-Time Face Recognition use SCRFD, ArcFace, ByteTrack and 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 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

duckdb-embedding-search patricktrainer

3

116

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 3 months ago

lsh-rs ritchie46

19

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

108

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

Simple-Plagiarism-Checker abhilampard

63

97

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

96

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 7 months ago

sax-vsm_classic jMotif

31

92

gpl-2.0

18

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

chunkdot rragundez

5

78

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

145 commits to main branch, last one 2 days ago

stringdistance vickumar1981

15

78

other

6

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

azure-sql-db-openai Azure-Samples

33

73

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 about a month ago

cisip-FIRe CISiPLab

10

67

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...

Created 2021-11-16

122 commits to main branch, last one about a year ago

connor ycatsh

1

58

mit

2

A starting take on a fast and fully local NLP file organizer that organizes files based on their content.

cli gui pyqt6 python file-organizer cosine-similarity sentence-transformers artificial-intelligence latent-dirichlet-allocation natural-language-processing

Created 2024-09-24

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