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Search results for vector similarity

103 search results found

Milvus ⭐ 25,219

A cloud-native vector database, storage for next generation AI applications

Qdrant ⭐ 15,789

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Fontjoy ⭐ 797

font vectors used for fontjoy.com

Fast Elasticsearch Vector Scoring ⭐ 348

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

Elastiknn ⭐ 347

Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.

Spreadingvectors ⭐ 285

Open source implementation of "Spreading Vectors for Similarity Search"

Wordvectors ⭐ 266

An R package for creating and exploring word2vec and other word embedding models

Sentencesimilarity ⭐ 244

self complement of Sentence Similarity compute based on cilin, hownet, simhash, wordvector,vsm models，基于同义词词林，知网，指纹，字词向量，向量空间模型的句子相似度计算。

Elastik Nearest Neighbors ⭐ 242

Go to: https://github.com/alexklibisz/elastiknn

Word Embeddings for Information Retrieval

Elasticsearch Vector Scoring ⭐ 221

Score documents with pure dot product / cosine similarity with ES

Simbase ⭐ 211

A vector similarity database

Fast_vector_similarity ⭐ 180

The Fast Vector Similarity Library is designed to provide efficient computation of various similarity measures between vectors.

Phonetic Similarity Vectors ⭐ 136

Source code to accompany my paper "Poetic sound similarity vectors using phonetic features"

Scaldingale ⭐ 116

Movie recommendations and more in MapReduce and Scalding

Eval Word Vectors ⭐ 110

Easy to use scripts for evaluating word vectors on a variety of tasks.

Vektonn ⭐ 106

Text2vec ⭐ 96

Easily generate document/paragraph/sentence vectors and calculate similarity.

Fast Cosine Similarity ⭐ 85

Fast cosine similarity (vector scoring) ElasticSearch 6.4+ Plugin

Lsh Spark ⭐ 80

Locality Sensitive Hashing for Apache Spark

Doc2vec Document Similarity ⭐ 74

利用Doc2Vec计算文本相似度

Faiss Server ⭐ 71

faiss serving :)

Word2vec Doc2vec ⭐ 65

An extension of word2vec to efficiently represent new text as vectors. New text can be query, sentence and paragraph.

Fast, flexible name matching for large datasets

Near Duplicate Video Detection ⭐ 63

Detecting near-duplicate videos by aggregating features from intermediate CNN layers

Library for Korean morpheme and word vector representation

Similarity search engine built around Faiss library

Consimilo ⭐ 53

A Clojure library for querying large data-sets on similarity

Arxiv Doc2vec Recommender ⭐ 45

Discovers similarity between scientific papers

Natural language processing of Gene Expression Omnibus data

Autoencode ⭐ 40

AutoenCODE is a Deep Learning infrastructure that allows to encode source code fragments into vector representations, which can be used to learn similarities.

Distance ⭐ 39

Distance functions to compare vectors

Rdfspace ⭐ 37

RDFSpace constructs a vector space from any RDF dataset which can be used for computing similarities between resources in that dataset.

Weighted Embeddings ⭐ 34

A system for learning word weights, optimised for sentence-level vector similarity

Template Scala Parallel Svd Item Similarity ⭐ 32

Prediction.IO template for item similarity measurement

Reuters Docsim ⭐ 28

Different approaches to computing document similarity

Bow To Bert ⭐ 28

Evolution of word vectors from long, sparse, and 1-hot to short, dense, and context sensitive

Deep Learning Image Similarity ⭐ 27

Takes 2 images and says how similar they are based on Euclidean distance of feature vectors

Code for the papers: Correlation Coefficients and Semantic Textual Similarity, NAACL-HLT 2019 & Correlations between Word Vector Sets, EMNLP-IJCNLP 2019.

Stock2vec ⭐ 26

Embedding stocks to vectors based on the price history

Sentence2vec ⭐ 26

Sentence2Vec based on Word2Vec, written in Python

Google All Pairs Similarity Search ⭐ 21

google all pairs similarity search package, with swig bindings

Material Appearance Similarity ⭐ 19

Code for the paper "A Similarity Measure for Material Appearance" presented in SIGGRAPH 2019 and published in ACM Transactions on Graphics (TOG).

Extending Deep Er ⭐ 18

This project focuses on DeepER, a deep learning framework for entity resolution (record deduplication). It examines how DeepER performs on benchmark datasets under a variety of conditions and also tests a number of extensions designed to improve DeepER's accuracy.

Faiss Windows ⭐ 17

This is windows port of FAISS nearest neighbor search open source library from Facebook AI research

Wink Distance ⭐ 17

Distance/Similarity functions for Bag of Words, Strings, Vectors and more.

Supplementary Code for Unsupervised Neural Quantization for Compressed-Domain Similarity Search

Nn Similarity Diarization ⭐ 16

Neural network based similarity scoring for diarization (pytorch implementation of "LSTM based Similarity Measurement with Spectral Clustering for Speaker Diarization")

Img2veccossim Django Pytorch ⭐ 15

Extract a feature vector for any image and find the cosine similarity for comparison using Pytorch. I have used ResNet-18 to extract the feature vector of images. Finally a Django app is developed to input two images and to find the cosine similarity.

Nasamining ⭐ 15

Space Apps NYC project to mine NASA datasets to better find interesting connections between data.

Bag Of Substring Embedder ⭐ 15

Semantic similarity measures from Babylon Health

Tpu_index ⭐ 14

TPU index is a package for fast similarity search over large collections of high dimension vectors on TPUs

Solr Vector Scoring ⭐ 14

Vector Plugin for Solr: calculate dot product / cosine similarity on documents

Adversarial Video Summarization Pytorch ⭐ 14

video summarization lstm-gan pytorch implementation

vasco discovers hidden correlations in your data

Gan Reverser ⭐ 13

Reversing GAN image generation for similarity search and error/artifact fixing

Genredistance ⭐ 13

Exploring textual and social measures of distance between genres.

Similarity ⭐ 12

A library for cosine similarity & simhash calculation

Similar Posts ⭐ 11

Pelican plugin to list similar posts to articles, based on a vector space model.

Embeddingbased ⭐ 10

Embedding-based evaluation metrics for dialogue generation.

Es Commons Plugin ⭐ 10

Similarity and other common Elasticsearch add-ons

Graduationproject ⭐ 10

毕业设计基于CNN和词向量的句子相似性度量 NLP Sentence Similarity CNN Word Vector

An openFrameworks addon for Faiss - "efficient similarity search and clustering of dense vectors."

Faiss Server ⭐ 9

Faiss server for efficient similarity search and clustering of dense vectors

Vector similarity utility in Swift

Lingmatch ⭐ 9

An all-in-one R package for the assessment of linguistic similarity

Pio Template Text Similarity ⭐ 9

Text similarity based on Word2Vec vectors.

Tensorflow Swivel ⭐ 9

Parallpairs ⭐ 9

Parallel all-pairs similarity search algorithms in ocaml #ocaml

Where Is The Answer ⭐ 8

FastText based Question Answering System for Turkish Stories

Ssimilarity ⭐ 8

Distributed item-to-item similarity calculation using Scala and Hadoop

Distance.js ⭐ 8

Vector distance and similarity measurements in JavaScript. eg: Euclidean, Manhattan, Chebyshev, angular distance.

Word embeddings modelling tool

Es Vectorsearch ⭐ 8

experimenting with elasticsearch features for vector fields

Semantic Similarity Extraction Using Word Vectors In Mahabharata Dataset ⭐ 7

Semantic similarity extraction using word vectors in Mahabharata dataset

compute semantic similarity between arbitrary words and phrases in many languages

Block Similarity ⭐ 7

experimenting with searching blocks by similarity

Visualsearch ⭐ 7

Rank car images by similarity using image features generated with Google's Inception-v3 CNN model.

Short Text Similarity ⭐ 7

Short Text Similarity as described in https://dl.acm.org/citation.cfm?id=2806475

Lingua Politicae ⭐ 7

Covectric ⭐ 7

Covectric is a simple vector based search engine using cosine similarity and tf–idf methods for finding text similarity.

Phrase Similarity ⭐ 7

A library for scoring the similarity of two phrases using AvMax cosine similarity from a Word2Vec model.

Term Definition Vectors (TDV) model for definitional word/phrase representation

SimNet: Learning Non-Metric Visual Similarity for Image Retrieval

Faiss Fpga ⭐ 6

An FPGA integration and acceleration of the popular FAISS framework for approximate similarity search

Compositional Semantics ⭐ 6

Toolkit for learning compositional functions over word vector representations.

Textual Similarity Universal Sentence Encoder ⭐ 6

Extract embeddings and group sentences with universal sentence encoder package from TensorFlow.js.

Determination Of Identity ⭐ 6

Caffe Siamese Network and Similarity by feature vector.

Style Sensitive Word Vectors ⭐ 6

Yolov3 Compression ⭐ 6

Compressing YOLOv3 by neural network pruning and weight clustering

Am Anfang war das Wort.

Similarities ⭐ 5

A collection of similarity metrics and hashes in python for use in information retrieval.

Face Unlock ⭐ 5

Face Unlock with Deep Learning

Vec2dtransf ⭐ 5

An R package to apply affine and similarity transformations on vector layers (sp objects)

Cosine Distance ⭐ 5

Computes the cosine distance between two arrays.

Wikipedia_entity_vector_get_similarity_word ⭐ 5

WikiPedia_Entity_Vector_Get_Similarity_word

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