Awesome Open Source
Awesome Open Source
Combined Topics
similarity x

The Top 3,783 Similarity Open Source Projects

Categories > Data Processing > Similarity
Faiss ⭐ 16,956
A library for efficient similarity search and clustering of dense vectors.
dependent packages 16total releases 3most recent commit 12 days agopypi faiss} Downloads
Gensim ⭐ 13,146
Topic Modelling for Humans
dependent packages 507total releases 90most recent commit 23 days agopypi gensim} Downloads
Turicreate ⭐ 10,498
Turi Create simplifies the development of custom machine learning models.
dependent packages 2total releases 31most recent commit 6 months agopypi turicreate} Downloads
Milvus ⭐ 10,433
An open-source vector database for scalable similarity search and AI applications.
total releases 35most recent commit a day ago
Computervision Recipes ⭐ 8,318
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 3 months ago
Textdistance ⭐ 2,559
Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
dependent packages 25total releases 22most recent commit 6 months agopypi textdistance} Downloads
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 ...
dependent packages 29total releases 26most recent commit 4 months ago
Perceptualsimilarity ⭐ 2,197
LPIPS metric. pip install lpips
dependent packages 2total releases 5most recent commit 3 months agopypi lpips} Downloads
String Similarity ⭐ 2,186
Finds degree of similarity between two strings, based on Dice's Coefficient, which is mostly better than Levenshtein distance.
dependent packages 265total releases 12most recent commit 10 months agonpm string-similarity} Downloads
Resemblyzer ⭐ 1,895
A python package to analyze and compare voices with deep learning
total releases 2most recent commit a day ago
Qdrant ⭐ 1,726
Qdrant - vector similarity search engine with extended filtering support
most recent commit 2 days ago
Recommendify ⭐ 1,657
Generate recommendations using collaborative filtering
total releases 15most recent commit 8 years ago
Senteval ⭐ 1,627
A python tool for evaluating the quality of sentence embeddings.
most recent commit 9 months ago
Keybert ⭐ 1,337
Minimal keyword extraction with BERT
dependent packages 9total releases 10most recent commit 2 months agopypi keybert} Downloads
Nlp Journey ⭐ 1,328
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
total releases 3most recent commit a year ago
Pytorch Ssim ⭐ 1,237
pytorch structural similarity (SSIM) loss
most recent commit 9 months ago
Deep Siamese Text Similarity ⭐ 1,216
Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings
most recent commit 2 years ago
Financial Knowledge Graphs ⭐ 1,100
小型金融知识图谱构建流程
most recent commit a year ago
Fasttext_multilingual ⭐ 1,075
Multilingual word vectors in 78 languages
most recent commit 4 years ago
Similarity ⭐ 954
similarity: Text similarity calculation Toolkit for Java. 文本相似度计算工具包，java编写，可用于文本相似度计算、情感分析等任务，开箱即用。
most recent commit 2 months ago
Sayit ⭐ 851
Visualization of related subreddits
most recent commit a month ago
Dssim ⭐ 813
Image similarity comparison simulating human perception (multiscale SSIM in Rust)
dependent packages 2total releases 26most recent commit 3 months agocargo dssim} Downloads
Fontjoy ⭐ 797
font vectors used for fontjoy.com
most recent commit 5 years ago
Tiefvision ⭐ 719
End-to-end deep learning image-similarity search engine
most recent commit 5 years ago
Nlp Notebooks ⭐ 710
A collection of notebooks for Natural Language Processing from NLP Town
most recent commit 6 days ago
Python String Similarity ⭐ 666
A library implementing different string similarity and distance measures using Python.
dependent packages 12total releases 12most recent commit 8 months agopypi strsimpy} Downloads
Recordlinkage ⭐ 652
A powerful and modular toolkit for record linkage and duplicate detection in Python
dependent packages 1total releases 22most recent commit a month agopypi recordlinkage} Downloads
Php Nlp Tools ⭐ 627
Natural Language Processing Tools in PHP
dependent packages 11total releases 4most recent commit 4 years agopackagist nlp-tools/nlp-tools} Downloads
Facial Similarity With Siamese Networks In Pytorch ⭐ 620
Implementing Siamese networks with a contrastive loss for similarity learning
most recent commit 2 years ago
Fuzzy_match ⭐ 601
Find a needle (a document or record) in a haystack using string similarity and (optionally) regular expression rules. Uses Dice's Coefficient (aka Pair Similiarity) and Levenshtein Distance internally.
dependent packages 33total releases 18most recent commit 4 years agorubygems fuzzy_match} Downloads
Tf Idf Similarity ⭐ 579
Ruby gem to calculate the similarity between texts using tf*idf
dependent packages 4total releases 17most recent commit 2 years agorubygems tf-idf-similarity} Downloads
T Sne Tutorial ⭐ 568
A tutorial on the t-SNE learning algorithm
most recent commit 6 years ago
Final_word_similarity ⭐ 552
综合了同义词词林扩展版与知网（Hownet）的词语相似度计算方法，词汇覆盖更多、结果更准确。
most recent commit 3 months ago
Piq ⭐ 543
Measures and metrics for image2image tasks. PyTorch.
total releases 11most recent commit a month ago
Dataset Sts ⭐ 542
Semantic Text Similarity Dataset Hub
most recent commit 4 years ago
Tlsh ⭐ 529
dependent packages 3total releases 2most recent commit 6 months agopypi py-tlsh} Downloads
Setsimilaritysearch ⭐ 523
All-pair set similarity search on millions of sets in Python and on a laptop
dependent packages 3total releases 8most recent commit 8 months agopypi SetSimilaritySearch} Downloads
Content Engine ⭐ 506
A very simple content-based recommendation engine. Great for learning, but also ready for real-world use.
most recent commit a year ago
Songsim ⭐ 487
React web app for drawing self-similarity matrices from text
most recent commit 3 years ago
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).
dependent packages 7total releases 4most recent commit 5 years ago
Deep Semantic Similarity Model ⭐ 472
My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014
most recent commit 5 years ago
Simgnn ⭐ 462
A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).
most recent commit 3 months ago
Polyfuzz ⭐ 454
Fuzzy string matching, grouping, and evaluation.
total releases 10most recent commit 22 days ago
Text2vec ⭐ 454
text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-
dependent packages 1total releases 21most recent commit 5 days agopypi text2vec} Downloads
Awesome Decompilation ⭐ 448
A curated list of awesome decompilation resources and projects.
most recent commit 11 days ago
Cogcomp Nlp ⭐ 431
CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more.
most recent commit 4 months ago
Svcca ⭐ 429
most recent commit 2 years ago
Openhownet ⭐ 422
Core Data of HowNet and OpenHowNet Python API
total releases 13most recent commit 5 months ago
Sewar ⭐ 382
All image quality metrics you need in one package.
dependent packages 2total releases 8most recent commit 2 months agopypi sewar} Downloads
Hashdiff ⭐ 373
Hashdiff is a ruby library to to compute the smallest difference between two hashes
dependent packages 100total releases 25most recent commit 2 years agorubygems hashdiff} Downloads
Word Embeddings Benchmarks ⭐ 368
Package for evaluating word embeddings
most recent commit a year ago
Deep Exemplar Based Colorization ⭐ 365
The source code of "Deep Exemplar-based Colorization".
most recent commit 2 years ago
Video Quality ⭐ 364
Video quality metrics, reference implementation in python: VIF, SSIM, PSNR, ...
most recent commit 2 years ago
Autoencoding_beyond_pixels ⭐ 350
Generative image model with learned similarity measures
most recent commit 5 years ago
Fast Elasticsearch Vector Scoring ⭐ 348
Score documents using embedding-vectors dot-product or cosine-similarity with ES Lucene engine
most recent commit 4 months ago
Sifarish ⭐ 328
Content based and collaborative filtering based recommendation and personalization engine implementation on Hadoop and Storm
most recent commit 3 years ago
Sematch ⭐ 318
semantic similarity framework for knowledge graph
total releases 5most recent commit 3 years ago
Python Levenshtein ⭐ 313
The Levenshtein Python C extension module contains functions for fast computation of Levenshtein distance and string similarity
most recent commit 5 years ago
Kgraph ⭐ 310
A library for k-nearest neighbor search
most recent commit 9 months ago
Visqol ⭐ 309
Perceptual Quality Estimator for speech and audio
most recent commit a month ago
Pyssim ⭐ 308
A Python module for computing the Structural Similarity Image Metric (SSIM)
dependent packages 1total releases 4most recent commit 4 months agopypi pyssim} Downloads
Nlp ⭐ 308
Selected Machine Learning algorithms for natural language processing and semantic analysis in Golang
dependent packages 4total releases 3most recent commit a year ago
Go Edlib ⭐ 305
📚 String comparison and edit distance algorithms library, featuring : Levenshtein, LCS, Hamming, Damerau levenshtein (OSA and Adjacent transpositions algorithms), Jaro-Winkler, Cosine, etc...
dependent packages 11total releases 17most recent commit 4 months ago
Stringsimilarity.net ⭐ 292
A .NET port of java-string-similarity
dependent packages 15total releases 11most recent commit 3 months agonuget F23.StringSimilarity} Downloads
Chinesests ⭐ 286
中文文本语义相似度（Chinese Semantic Text Similarity）语料库建设
most recent commit 4 years ago
Spreadingvectors ⭐ 285
Open source implementation of "Spreading Vectors for Similarity Search"
most recent commit 10 months ago
Puzzle ⭐ 285
🌷 使用5000张二次元图片生成海报大图，计算颜色相似度。Make a poster with 5000 pictures，Python spider and Color similarity measure
most recent commit 2 years ago
Hyperminhash ⭐ 276
HyperMinHash: Bringing intersections to HyperLogLog
most recent commit 4 years ago
Wordvectors ⭐ 266
An R package for creating and exploring word2vec and other word embedding models
most recent commit 9 days ago
Fasttextrank ⭐ 264
中文文本摘要/关键词提取
total releases 5most recent commit a year ago
Image Similarity Deep Ranking ⭐ 260
most recent commit 3 years ago
Macropodus ⭐ 256
自然语言处理工具Macropodus，基于Albert+BiLSTM+CRF深度学习网络架构，中文分 of NLP，CWS(chinese word segnment)，POS(Part-Of-Speech Tagging)，NER(name entity recognition)，Find(new words discovery)，Keyword(keyword extraction)，Summarize(text summarization)，Sim(text similarity)，Calculate(scientific calculator)，Chi2num(chinese number to arabic number)
dependent packages 1total releases 7most recent commit a year agopypi Macropodus} Downloads
Simmetrics ⭐ 253
Similarity or Distance Metrics, e.g. Levenshtein, for Java
most recent commit 4 years ago
Chembl_webresource_client ⭐ 252
Official Python client for accessing ChEMBL API.
most recent commit 16 days ago
Bertsimilarity ⭐ 251
Computing similarity of two sentences with google's BERT algorithm。利用Bert计算句子相似度。语义相似度计算。文本相似度计算。
most recent commit 4 months ago
Sentence Similarity ⭐ 251
问题句子相似度计算，即给定客服里用户描述的两句话，用算法来判断是否表示了相同的语义。
most recent commit 3 years ago
Elastiknn ⭐ 248
Elasticsearch plugin and Lucene library for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.
dependent packages 2total releases 29most recent commit a month ago
Ajax Movie Recommendation System With Sentiment Analysis ⭐ 248
Content-Based Recommender System recommends movies similar to the movie user likes and analyses the sentiments on the reviews given by the user for that movie.
most recent commit 12 days ago
Djorm Ext Pgfulltext ⭐ 246
PostgreSQL full-text search integration with django orm.
total releases 11most recent commit 2 years ago
Recsys_course_at_polimi ⭐ 244
This is the official repository for the Recommender Systems course at Politecnico di Milano.
most recent commit 8 days ago
Customer Chatbot ⭐ 244
中文智能客服机器人demo，包含闲聊和专业问答2个部分，支持自定义组件（Chinese intelligent customer chatbot Demo, including the gossip and the professional Q&A(FAQ) , support for custom components！）
most recent commit 2 months ago
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。
most recent commit 3 years ago
Wordsimilarity ⭐ 243
基于哈工大同义词词林扩展版的单词相似度计算方法
total releases 2most recent commit a year ago
Elastik Nearest Neighbors ⭐ 242
Go to: https://github.com/alexklibisz/elastiknn
most recent commit 2 years ago
Eeap Examples ⭐ 241
Code for Document Similarity on Reuters dataset using Encode, Embed, Attend, Predict recipe
most recent commit 3 years ago
Pg_similarity ⭐ 238
set of functions and operators for executing similarity queries
most recent commit a year ago
Java Lsh ⭐ 235
A Java implementation of Locality Sensitive Hashing (LSH)
dependent packages 10total releases 12most recent commit 3 years ago
Moss.py ⭐ 234
Python client for Moss: A System for Detecting Software Similarity
dependent packages 3total releases 9most recent commit a year agopypi mosspy} Downloads
Elasticsearch Vector Scoring ⭐ 221
Score documents with pure dot product / cosine similarity with ES
most recent commit 2 years ago
Piqa ⭐ 221
PyTorch Image Quality Assessement package
dependent packages 1total releases 13most recent commit a month agopypi piqa} Downloads
Python Hashes ⭐ 221
Interesting (non-cryptographic) hashes implemented in pure Python.
most recent commit 4 years ago
Strsim Rs ⭐ 219
🔤 Rust implementations of string similarity metrics
dependent packages 245total releases 22most recent commit a year agocargo strsim} Downloads
Strotss ⭐ 216
Style Transfer by Relaxed Optimal Transport and Self-Similarity (CVPR 2019)
most recent commit 2 years ago
Simbase ⭐ 211
A vector similarity database
most recent commit 8 years ago
Sensegram ⭐ 211
Making sense embedding out of word embeddings using graph-based word sense induction
most recent commit a year ago
Vector_similarity ⭐ 207
Python, Java implementation of TS-SS called from "A Hybrid Geometric Approach for Measuring Similarity Level Among Documents and Document Clustering"
most recent commit 3 years ago
Niswgsp ⭐ 206
C++ implementation of the ECCV 2016 paper, Natural Image Stitching with the Global Similarity Prior.
most recent commit 4 years ago
Lstm Siamese Text Similarity ⭐ 201
⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity
most recent commit 2 years ago
Vec4ir ⭐ 201
Word Embeddings for Information Retrieval
most recent commit 7 months ago
Sgpn ⭐ 200
SGPN:Similarity Group Proposal Network for 3D Point Cloud Instance Segmentation, CVPR, 2018
most recent commit 3 years ago
1-100 of 3,783 projects
Related Awesome Lists
Python Similarity Projects (1,498)
Jupyter Notebook Similarity Projects (497)
Java Similarity Projects (333)
Vector Similarity Projects (229)
Categories
Advertising 📦 8
All Projects
Application Programming Interfaces 📦 107
Applications 📦 174
Artificial Intelligence 📦 69
Blockchain 📦 66
Build Tools 📦 105
Cloud Computing 📦 68
Code Quality 📦 24
Collaboration 📦 27
Command Line Interface 📦 38
Community 📦 79
Companies 📦 60
Compilers 📦 59
Computer Science 📦 73
Configuration Management 📦 37
Content Management 📦 153
Control Flow 📦 187
Data Formats 📦 72
Data Processing 📦 249
Data Storage 📦 116
Economics 📦 56
Frameworks 📦 178
Games 📦 110
Graphics 📦 92
Hardware 📦 137
Integrated Development Environments 📦 43
Learning Resources 📦 139
Legal 📦 24
Libraries 📦 117
Lists Of Projects 📦 19
Machine Learning 📦 313
Mapping 📦 57
Marketing 📦 15
Mathematics 📦 54
Media 📦 214
Messaging 📦 96
Networking 📦 292
Operating Systems 📦 71
Operations 📦 114
Package Managers 📦 50
Programming Languages 📦 173
Runtime Environments 📦 90
Science 📦 42
Security 📦 343
Social Media 📦 23
Software Architecture 📦 65
Software Development 📦 60
Software Performance 📦 53
Software Quality 📦 115
Text Editors 📦 40
Text Processing 📦 118
User Interface 📦 291
User Interface Components 📦 440
Version Control 📦 26
Virtualization 📦 63
Web Browsers 📦 35
Web Servers 📦 23
Web User Interface 📦 167
Top Programming Languages
Javascript  (1,049,824)
Python  (797,356)
Java  (385,725)
Php  (284,724)
Typescript  (240,386)
C Plus Plus  (236,456)
Ruby  (221,683)
C  (180,529)
Shell  (169,789)
C Sharp  (162,254)
Golang  (156,313)
Swift  (64,741)
R  (57,343)
Objective C  (57,165)
Rust  (56,236)
Dart  (51,596)
Kotlin  (45,616)
Lua  (33,337)
Matlab  (30,918)
Perl  (30,484)
Language  (30,077)
Scala  (28,600)
Haskell  (20,268)
Clojure  (19,072)
Powershell  (18,830)
Bash  (18,606)
Coffeescript  (17,324)
Elixir  (16,578)
Assembly  (14,538)
Processing  (13,302)
Julia  (12,560)
Basic  (10,762)
Flow  (10,528)
Emacs Lisp  (10,376)
Erlang  (9,052)
Scheme  (8,438)
Groovy  (8,435)
Solidity  (7,648)
Ocaml  (6,671)
Pascal  (6,386)
Hack  (6,369)
Lisp  (6,340)
Fortran  (5,489)
Elm  (5,478)
Common Lisp  (5,279)
Dlang  (4,742)
Shell Script  (4,632)
Python Library  (4,450)
Crystal  (4,374)
Scripting  (4,204)
Top Projects
Freecodecamp ⭐ 346,532
996.icu ⭐ 262,320
Free Programming Books ⭐ 233,929
Coding Interview University ⭐ 220,499
Awesome ⭐ 202,760
Vue ⭐ 196,258
Developer Roadmap ⭐ 195,459
Public Apis ⭐ 194,320
React ⭐ 188,629
System Design Primer ⭐ 181,944
Tensorflow ⭐ 165,278
Bootstrap ⭐ 157,589
You Dont Know Js ⭐ 153,649
Cs Notes ⭐ 150,780
Ohmyzsh ⭐ 145,631
Build Your Own X ⭐ 142,363
Javascript Algorithms ⭐ 141,923
Flutter ⭐ 141,034
Python ⭐ 136,366
Gitignore ⭐ 133,520
Linux ⭐ 132,321
Vscode ⭐ 132,171
Awesome Python ⭐ 127,528
Javascript ⭐ 123,498
Javaguide ⭐ 121,736
Python 100 Days ⭐ 117,585
Computer Science ⭐ 113,544
Youtube Dl ⭐ 110,319
Fucking Algorithm ⭐ 106,048
The Art Of Command Line ⭐ 105,874
React Native ⭐ 102,989
Electron ⭐ 101,841
D3 ⭐ 100,901
Go ⭐ 99,607
30 Seconds Of Code ⭐ 95,885
Create React App ⭐ 95,212
Axios ⭐ 93,628
Awesome Selfhosted ⭐ 89,230
Kubernetes ⭐ 88,770
Free Programming Books Zh_cn ⭐ 88,386
Node ⭐ 87,891
Next.js ⭐ 87,275
Terminal ⭐ 83,314
Deno ⭐ 82,648
Three.js ⭐ 82,285
Angular ⭐ 81,568
Awesome Go ⭐ 81,240
Typescript ⭐ 80,958
Ant Design ⭐ 80,459
Material Ui ⭐ 78,683
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2022 Awesome Open Source.  All rights reserved.