cosine-similarity

There are 7 repositories under cosine-similarity topic.

tdebatty / java-string-similarity
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 levenshtein-distance cosine-similarity string-distance damerau-levenshtein distance distance-measure jaro-winkler similarity-measures shingles algorithm
Language:Java 2665
FALCONN-LIB / FALCONN
FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)
cosine-similarity falconn fast-lookups locality-sensitive-hashing lsh nearest-neighbor-search sketches
Language:C 1125
tensorflow / similarity
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
similarity-learning metric-learning similarity-search nearest-neighbor-search nearest-neighbors deep-learning tensorflow contrastive-learning machine-learning unsupervised-learning clustering python simclr simclr2 barlow-twins simsiam cosine-similarity knn
Language:Python 998
quaterion
qdrant / quaterion
Blazing fast framework for fine-tuning similarity learning models
contrastive-learning cosine-similarity deep-learning knn machine-learning metric-learning nearest-neighbor-search python pytorch pytorch-lightning similarity-learning similarity-search
Language:Python 625
mattmurray / music_recommender
Music recommender using deep learning with Keras and TensorFlow
keras-tensorflow deep-learning cnn convolutional-neural-networks spectrogram music recommender-system cosine-similarity
Language:Jupyter Notebook 543
KristiyanVachev / Question-Generation
Generating multiple choice questions from text using Machine Learning.
question-generation question-generator questions-and-answers quiz machine-learning spacy spacy-nlp nlp ai word-embeddings cosine-similarity naive-bayes
Language:Jupyter Notebook 469
feature23 / StringSimilarity.NET
A .NET port of java-string-similarity
algorithms dotnet strings string-distance levenshtein-distance damerau-levenshtein cosine-similarity jaro-winkler distance string shingles similarity-measures lcs-distance winkler string-metrics
Language:C# 430
lior-k / fast-elasticsearch-vector-scoring
Score documents using embedding-vectors dot-product or cosine-similarity with ES Lucene engine
elasticsearch vector cosine-similarity dot-product lucene embedding-vectors
Language:Java 394
ing-bank / sparse_dot_topn
Python package to accelerate the sparse matrix multiplication and top-n similarity selection
cosine-similarity sparse-matrix scipy cython
Language:C++ 383
derrickburns / generalized-kmeans-clustering
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.
bregman-divergence clustering cosine-similarity embeddings entropy euclidean-distance itakura-saito-divergence k-means kullback-leibler-divergence similarity-search spark spark-mllib
Language:HTML 297
Kalebu / Plagiarism-checker-Python
A python project for checking plagiarism of documents based on cosine similarity
cosine-similarity machine-learning plagiarism-checker-python python-cosine-similarity python-nlp python-nlp-projects python-plagiarism-detector python-programming python-project tanzania
Language:Python 255
purvasingh96 / AI-for-Trading
📈This repo contains detailed notes and multiple projects implemented in Python related to AI and Finance. Follow the blog here: https://purvasingh.medium.com
ai-for-trading momentum-trading-strategy volatility pairs-trading portfolio-optimization risk-factor-models alpha-factors factor-models udacity trading nanodegree backtesting nlp-tasks cosine-similarity
Language:Jupyter Notebook 204
Mihaiii / semantic-autocomplete
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.
cosine-similarity material-ui nlp nlp-machine-learning react semantic semantic-search
Language:JavaScript 178
nitaiaharoni1 / vector-storage
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 searching for similar documents based on cosine similarity.
cosine-similarity embedding-vectors javascript local-storage localstorage lru-cache npm open-source openai semantic-search semantic-similarity typescript vector-database vector-db vector-search vector-similarity vector-similarity-database vector-similarity-search
Language:TypeScript 161
williamscott701 / Information-Retrieval
Information Retrieval algorithms developed in python. To follow the blog posts, click on the link:
information-retrieval unigram-index exercises python pandas numpy positional-indexing tfidf cosine-similarity matching-score nlp
Language:Jupyter Notebook 125
ml-classify-text-js
andreekeberg / ml-classify-text-js
Machine learning based text classification in JavaScript using n-grams and cosine similarity
text-classification text-classifier machine-learning cosine-similarity artificial-intelligence similarity n-grams n-gram classification classifier training natural-language-processing library sentiment-analysis labels predictions
Language:JavaScript 118
ritchie46 / lsh-rs
Locality Sensitive Hashing in Rust with Python bindings
cosine-similarity l2-distance lsh lsh-algorithm rust
Language:Rust 104
chrismattmann / tika-similarity
Tika-Similarity uses the Tika-Python package (Python port of Apache Tika) to compute file similarity based on Metadata features.
clustering cosine-distance cosine-similarity information-retrieval jaccard-similarity machine-learning metadata-features python similarity-score tika tika-python tika-similarity
Language:Python 103
jMotif / sax-vsm_classic
SAX-VSM public release, visit our website for detail
sax sax-vsm timeseries pattern-discovery cosine-similarity kdd java
Language:Java 92
kamwoh / orthohash
[NeurIPS 2021] Official implementation of the paper "One Loss for All: Deep Hashing with a Single Cosine Similarity based Learning Objective"
hashing coco cosine-similarity deep-hashing deep-learning hash-codes image-retrieval imagenet neurips neurips-2021 nuswide oxford paris gldv2 instance-level-retrieval orthohash supervised-hashing roxf rpar
Language:Python 91
guillaume-chevalier / GloVe-as-a-TensorFlow-Embedding-Layer
Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.
gpu gpu-acceleration gpu-tensorflow word-embeddings word2vec glove-embeddings tensorflow cosine-similarity glove neural-network tensorflow-layers
Language:Jupyter Notebook 90
abhilampard / Simple-Plagiarism-Checker
Web Application for checking the similarity between query and document using the concept of Cosine Similarity.
plagiarism-checker plagiarism-detection cosine-similarity python-flask python-project document-similarity flask
Language:Python 88
vickumar1981 / stringdistance
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 similarity, Longest common subsequence, Hamming distance, and more..
levenshtein-distance levenshtein ngram jaro-distance jaro jaro-winkler jaro-winkler-distance dice-coefficient hamming-distance sorensen-dice-distance string-similarity cosine-similarity cosine-similarity-scores jaccard-similarity jaccard longest-common-subsequence fuzzy-matching hacktoberfest soundex soundex-algorithm
Language:Scala 75
philippgille / chromem-go
Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence.
chroma chromadb cosine-similarity embedded embeddings go golang in-memory llm llms nearest-neighbor rag retrieval-augmented-generation vector-database vector-search
Language:Go 72
nikitaa30 / Content-based-Recommender-System
It is a content based recommender system that uses tf-idf and cosine similarity for N Most SImilar Items from a dataset
recommender-system tf-idf cosine-similarity
Language:Python 71
vectornguyen76 / face-recognition
Real-Time Face Recognition use SCRFD, ArcFace, ByteTrack, Similarity Measure
face-detection face-recognition yolov5-face insightface cosine-similarity multithreading real-time arcface bytetrack face-alignment scrfd
Language:Python 68
CISiPLab / cisip-FIRe
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 networks and public datasets.
deeplearning hashing imageretrieval coco cosine-similarity deep-learning image-retrieval imagenet deep-hashing neurips gldv2 hash-codes instance-level-retrieval neurips-2021 orthohash roxf rpar supervised-hashing dpn hacktoberfest
Language:Python 63
Azure-Samples / azure-sql-db-openai
Samples on how to use Azure SQL database with Azure OpenAI
azure-sql azure-sql-database cosine-distance cosine-similarity open-ai
Language:TSQL 61
rragundez / chunkdot
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 item matrix representation (embeddings) and using Numba to accelerate the calculations.
cosine-similarity embeddings numba vectorization
Language:Python 60
naiveHobo / TextRank
Implementation of TextRank with the option of using pre-trained Word2Vec embeddings as the similarity metric
textrank textrank-algorithm textrank-python pagerank pagerank-algorithm pagerank-python word2vec cosine similarity cosine-similarity cosine-distance cosine-similarity-scores cosinesimilarity keyword keywords-extraction keywords keyword-extraction keyword-extractor
Language:Python 56
dynatrace-research / set-sketch-paper
SetSketch: Filling the Gap between MinHash and HyperLogLog
sketch hyperloglog hyperloglog-sketches minhash minhash-lsh-algorithm minhash-sketches minhash-similarity jaccard-similarity jaccard intersection inclusion-exclusion estimation cardinality-estimation locality-sensitive-hashing minwise-hashing minwise-hashing-algorithm jaccard-similarity-estimation sketch-algorithm cosine-similarity sketch-data-structures
Language:C++ 46
live-cctv
AsRaNi1 / live-cctv
To detect any reasonable change in a live cctv to avoid large storage of data. Once, we notice a change, our goal would be track that object or person causing it. We would be using Computer vision concepts. Our major focus will be on Deep Learning and will try to add as many features in the process.
deep-learning computer-vision neural-network python convolutional-neural-networks yolov3 yolo machine-learning cosine-similarity object-detection cctv-cameras cctv motion-detection frame-change-detection image-classification euclidean-distances darknet
Language:Python 43
turbo / pg-costop
Vector Arithmetic and Weighted, Variably Randomized Cosine Similarity Search in Postgres
postgres cosine-similarity ranking-algorithm vector-math
Language:PLpgSQL 43
Rabbitzzc / js-string-comparison
🤠A library implementing different string similarity using JavaScript.
algorithm cosine-similarity levenshtein-distance distance sorensen-dice-coefficient string string-comparison
Language:TypeScript 42
rohitbakoliya / sieve.ai
Designed for recruiters, Our AI-powered platform can filter out top resumes of the stack
resume-ranking resume-filtering resume-scoring mern-stack mern-project flask-api machine-learning cosine-similarity artificial-intelligence
Language:TypeScript 42
vdutts7 / cs186-ai-chat
UC Berkeley CS186 AI Chatbot 🤖 🖥️ 🐻
cs186 cosine-similarity eecs similarity-search ucberkeley ai-chatbot vector-embeddings
Language:TypeScript 33

cosine-similarity

tdebatty / java-string-similarity

FALCONN-LIB / FALCONN

tensorflow / similarity

qdrant / quaterion

mattmurray / music_recommender

KristiyanVachev / Question-Generation

feature23 / StringSimilarity.NET

lior-k / fast-elasticsearch-vector-scoring

ing-bank / sparse_dot_topn

derrickburns / generalized-kmeans-clustering

Kalebu / Plagiarism-checker-Python

purvasingh96 / AI-for-Trading

Mihaiii / semantic-autocomplete

nitaiaharoni1 / vector-storage

williamscott701 / Information-Retrieval

andreekeberg / ml-classify-text-js

ritchie46 / lsh-rs

chrismattmann / tika-similarity

jMotif / sax-vsm_classic

kamwoh / orthohash

guillaume-chevalier / GloVe-as-a-TensorFlow-Embedding-Layer

abhilampard / Simple-Plagiarism-Checker

vickumar1981 / stringdistance

philippgille / chromem-go

nikitaa30 / Content-based-Recommender-System

vectornguyen76 / face-recognition

CISiPLab / cisip-FIRe

Azure-Samples / azure-sql-db-openai

rragundez / chunkdot

naiveHobo / TextRank

dynatrace-research / set-sketch-paper

AsRaNi1 / live-cctv

turbo / pg-costop

Rabbitzzc / js-string-comparison

rohitbakoliya / sieve.ai

vdutts7 / cs186-ai-chat