{"id":19098432,"url":"https://github.com/winkjs/wink-distance","last_synced_at":"2025-04-30T15:25:30.014Z","repository":{"id":25702294,"uuid":"104853697","full_name":"winkjs/wink-distance","owner":"winkjs","description":"Distance/Similarity functions for Bag of Words, Strings, Vectors and more.","archived":false,"fork":false,"pushed_at":"2023-07-19T01:11:34.000Z","size":1968,"stargazers_count":23,"open_issues_count":4,"forks_count":5,"subscribers_count":5,"default_branch":"master","last_synced_at":"2025-04-16T01:49:38.061Z","etag":null,"topics":["bag-of-words","chebyshev","cosine","distance","hamming","jaccard","jaro","manhattan","sets","similarity","soundex","string","taxicab","tversky","vectors","wink"],"latest_commit_sha":null,"homepage":"http://winkjs.org/wink-distance/","language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/winkjs.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"license":"LICENSE","code_of_conduct":"CODE_OF_CONDUCT.md","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2017-09-26T07:53:42.000Z","updated_at":"2024-09-14T21:13:03.000Z","dependencies_parsed_at":"2024-06-18T19:45:40.130Z","dependency_job_id":"29507fda-5a32-43a9-ba71-49141cc673da","html_url":"https://github.com/winkjs/wink-distance","commit_stats":{"total_commits":74,"total_committers":6,"mean_commits":"12.333333333333334","dds":"0.43243243243243246","last_synced_commit":"b88b3e80aa31c73904202a2a36073a349fd56c9b"},"previous_names":[],"tags_count":12,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/winkjs%2Fwink-distance","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/winkjs%2Fwink-distance/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/winkjs%2Fwink-distance/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/winkjs%2Fwink-distance/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/winkjs","download_url":"https://codeload.github.com/winkjs/wink-distance/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":251730422,"owners_count":21634385,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["bag-of-words","chebyshev","cosine","distance","hamming","jaccard","jaro","manhattan","sets","similarity","soundex","string","taxicab","tversky","vectors","wink"],"created_at":"2024-11-09T03:45:43.391Z","updated_at":"2025-04-30T15:25:29.971Z","avatar_url":"https://github.com/winkjs.png","language":"JavaScript","funding_links":[],"categories":[],"sub_categories":[],"readme":"# wink-distance\n\nDistance/Similarity functions for Bag of Words, Strings, Vectors and more.\n\n### [![Build Status](https://api.travis-ci.com/winkjs/wink-distance.svg?branch=master)](https://app.travis-ci.com/github/winkjs/wink-distance) [![Coverage Status](https://coveralls.io/repos/github/winkjs/wink-distance/badge.svg?branch=master)](https://coveralls.io/github/winkjs/wink-distance?branch=master) [![Gitter](https://img.shields.io/gitter/room/nwjs/nw.js.svg)](https://gitter.im/winkjs/Lobby)\n\n[\u003cimg align=\"right\" src=\"https://decisively.github.io/wink-logos/logo-title.png\" width=\"100px\" \u003e](http://wink.org.in/)\n\nCompute distances or similarities needed for NLP, de-duplication and clustering using **`wink-distance`**. Some of the methods are listed below:\n\n1. Cosine similarity for Bag of Words,\n1. Jaccard \u0026 Tversky for Sets,\n1. Jaro, Jaro-Winkler, and Levenshtien for string,\n1. Chebyshev and Taxicab for vectors.\n\n\u003e Combine `wink-distance` with [WinkNLP](https://github.com/winkjs/wink-nlp) to build awesome NLP apps.\n\n### Installation\n\nUse [npm](https://www.npmjs.com/package/wink-distance) to install:\n\n    npm install wink-distance --save\n\n\n### Documentation\nCheck out the [distance/similarity API documentation](https://winkjs.org/wink-distance) to learn more.\n\n### Need Help?\n\nIf you spot a bug and the same has not yet been reported, raise a new [issue](https://github.com/winkjs/wink-distance/issues) or consider fixing it and sending a pull request.\n\n### About wink\n[Wink](http://winkjs.org/) is a family of open source packages for **Statistical Analysis**, **Natural Language Processing** and **Machine Learning** in NodeJS. The code is **thoroughly documented** for easy human comprehension and has a **test coverage of ~100%** for reliability to build production grade solutions.\n\n### Copyright \u0026 License\n\n**wink-distance** is copyright 2017-23 [GRAYPE Systems Private Limited](http://graype.in/).\n\nIt is licensed under the terms of the MIT License.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwinkjs%2Fwink-distance","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwinkjs%2Fwink-distance","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwinkjs%2Fwink-distance/lists"}