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40 search results found

Java String Similarity ⭐ 2,417

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

Python String Similarity ⭐ 666

A library implementing different string similarity and distance measures using Python.

T Sne Tutorial ⭐ 568

A tutorial on the t-SNE learning algorithm

Stringmetric ⭐ 475

🎯 String metrics and phonetic algorithms for Scala (e.g. Dice/Sorensen, Hamming, Jaccard, Jaro, Jaro-Winkler, Levenshtein, Metaphone, N-Gram, NYSIIS, Overlap, Ratcliff/Obershelp, Refined NYSIIS, Refined Soundex, Soundex, Weighted Levenshtein).

Stringsimilarity.net ⭐ 401

A .NET port of java-string-similarity

Recsys_course_at_polimi ⭐ 346

This is the official repository for the Recommender Systems course at Politecnico di Milano.

Go Edlib ⭐ 331

📚 String comparison and edit distance algorithms library, featuring : Levenshtein, LCS, Hamming, Damerau levenshtein (OSA and Adjacent transpositions algorithms), Jaro-Winkler, Cosine, etc...

Fasttextrank ⭐ 264

中文文本摘要/关键词提取

Gsql Graph Algorithms ⭐ 168

GSQL Graph Algorithms

Gmatch4py ⭐ 166

A graph matching library for Python

Simhashphp ⭐ 120

SimHash similarities algorithm implementation for PHP

Java String Similarity ⭐ 117

A Java library that implements several algorithms that calculate similarity between strings.

Distance Metric Learning Algorithms for Python

Imagehash ⭐ 115

Library containing perceptual hash algorithms using the ImageSharp library

Calculate string similarity library, integrate multiple algorithms on the back end。计算字符串相似度库，后端集成多种算法[从零实现]

Simmetrics.net ⭐ 109

SimMetrics is a Similarity Metric Library, e.g. from edit distance's (Levenshtein, Gotoh, Jaro etc) to other metrics, (e.g Soundex, Chapman). This library support multiple .NET versions including .NET Core (NETStandard 1.x)

Siftimagesimilarity ⭐ 100

Interactive code for image similarity using SIFT algorithm

Graphsim ⭐ 100

Graph similarity algorithms based on NetworkX.

MASS (Mueen's Algorithm for Similarity Search) - a python 2 and 3 compatible library used for searching time series sub-sequences under z-normalized Euclidean distance for similarity.

Laravel String Similarities ⭐ 60

Compare two string and get a similarity percentage

Simstring ⭐ 60

A Python implementation of the SimString, a simple and efficient algorithm for approximate string matching.

Pycollaborativefiltering ⭐ 57

User-based and Item-based Collaborative Filtering algorithms written in Python

Py Nilsimsa ⭐ 48

Locality-sensitive hashing algorithm for text similarity comparisons

Archived Sansa Ml ⭐ 41

SANSA Machine Learning Layer

lime (Library for Image Editing)

Shobdohash ⭐ 38

Bengali Soundex (Phonetic Similarity Algorithm) Implementation

Strugatzki ⭐ 33

Algorithms for matching audio file similarities. Mirror of https://git.iem.at/sciss/Strugatzki

Java Graphs ⭐ 33

Algorithms that build k-nearest neighbors graph (k-nn graph): Brute-force, NN-Descent,...

PySpark phonetic and string matching algorithms

Imgcluster ⭐ 28

Image clustering using the similarity algorithms: SIFT, SSIM, CW-SSIM, MSE

Estimating similarity between vertices is a fundamental issue in network analysis across various domains, such as social networks and biological networks. Methods based on common neighbors and structural contexts have received much attention....

Subotai brings routines for extracting information from HTML documents to clojure

Traj Sim Spark ⭐ 24

Distributed Trajectory Similarity Search Algorithms based on Apache Spark

Entity_resolution_spark ⭐ 23

Collection of some algorithms for entity resolution

Lexrankr ⭐ 22

Extractive Text Summariztion with lexRankr (an R package implementing the LexRank algorithm)

Google All Pairs Similarity Search ⭐ 21

google all pairs similarity search package, with swig bindings

Mewtagen ⭐ 20

Python script that helps users complete Pokemon teams in using an evolutionary algorithmic approach.

Capsulelayer ⭐ 20

PyTorch Capsule Layer

Algorithms for "schema matching"

Kelp Additional Kernels ⭐ 19

Spark Fuzzy Matching ⭐ 18

Fuzzy matching function in spark (https://spark-packages.org/package/itspawanbhardw

Similarity Search Java ⭐ 16

Easy-to-use Java similarity algorithms for text and numeric-series

Pairwise Mapreduce ⭐ 15

Implementation of a pairwise document similarity algorithm using MapReduce.

Color Texture Shape ⭐ 15

This repo implements the algorithms to extract the color, texture, and shape features including color histogram, color correlogram, local binary pattern histogram, and histogram of oriented gradient.

Parallel Processing ⭐ 15

Parallel computing implementation examples

Sparkaffinitypropagation ⭐ 15

Affinity Propagation on Spark

This is an implementation of the algorithm for calculating the Structural SIMilarity (SSIM) index between two images.

Pyfastmap ⭐ 13

A python implementation of FastMap, a fast algorithm for indexing, data-mining and visualization of traditional and multimedia datasets

Levenshtein ⭐ 13

The "Levenshtein Distance" algorithm

Probminhash ⭐ 13

ProbMinHash – A Class of Locality-Sensitive Hash Algorithms for the (Probability) Jaccard Similarity

Fsimilar ⭐ 12

find/file similar

An implementation of the Mean Structural Similarity (MSSIM) algorithm.

Machine Learning Tasks ⭐ 12

Simple implementation of KNN Algorithm, COS Similarity, Logistic Regression in Python

Trajectory_clustering_with_cuspatial ⭐ 11

Efficientcof ⭐ 11

A new efficient subspace and K-Means clustering based method to improve Collaborative Filtering

Javaphash ⭐ 10

One JAVA version of PHash (Perceptual Hash) algorithm (JAVA 版本的官方经典PHash算法)

Nutshell ⭐ 10

An unsupervised text summarization and information retrieval library under the hood using natural language processing models

Google Summer of Code 2019 🚩 Report On Project: "Continuation of Atarashi OSS" 👨‍💻

Php Image Perceptualhash ⭐ 9

Generate comparable hash from images

Similarityjoin ⭐ 9

Implementation of many similarity join algorithms.

Parallpairs ⭐ 9

Parallel all-pairs similarity search algorithms in ocaml #ocaml

Links_clustering ⭐ 9

Implementation of the Links Online Clustering algorithm: https://arxiv.org/abs/1801.10123

String_similarity_comparator ⭐ 8

Use to compare String Similarities algorithms

Whitesimilarity ⭐ 8

Ruby gem implementation of the White Similarity Algorithm

Comparestring2 ⭐ 8

String comparison made easy

Text Similarity ⭐ 7

Text Similarity using BM25 algorithm and WordNet

An implementation of the SimRank algorithm in Java

Link Prediction Pyspark ⭐ 6

A Pyspark implementation of the CNGF Algorithm used for Link Prediction

Recommengine ⭐ 6

A plug-and-play recommendation engine gem supporting multiple similarity algorithms. Use to recommend products for people, or people for products.

Clusterphobia ⭐ 6

Unassisted clustering algorithms and data structures in Rust

PQ-Grams in Python, with the heavy lifting in Rust (still WIP)

Naive Text Summarizer ⭐ 6

A naive text summarizer written from scratch using text rank algorithm

Jaro Winkler Js ⭐ 6

A JS implementation of the Jaro-Winkler string similarity algorithm.

Twitter Trends Summarizer ⭐ 6

NLP: An Approach to Automatic Trending Tweet Summarization. Summaries will greatly help the user in understanding “why the topic is trending”. We have proposed an algorithm which automatically generates summaries for trending topics/hashtags based on tweets and it's related news article.

TraceSim algorithm for measuring stacktrace similarity

Benchmark_minhash_lsh ⭐ 6

insight data engineering fellow project

Campaignclusters ⭐ 5

Using similarity algorithms to detect bundlers and political factions in campaign finance

Hierarchical Lda Topic Modeling ⭐ 5

created the Hierarchical LDA topic modeling algorithms based on penalized average cosine similarity algorithms

A collection of algorithms for comparing the similarity of images using perceptual hashes

Dynamic community detection based on network structural perturbation and topological similarity

Implementation of LCSS Algorithm

Recommenders ⭐ 5

Recommender Systems algorithms implementations

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