{"id":13426007,"url":"https://github.com/Yomguithereal/talisman","last_synced_at":"2025-03-15T20:31:49.484Z","repository":{"id":39917664,"uuid":"54713969","full_name":"Yomguithereal/talisman","owner":"Yomguithereal","description":"Straightforward fuzzy matching, information retrieval and NLP building blocks for JavaScript.","archived":false,"fork":false,"pushed_at":"2023-04-12T07:59:09.000Z","size":3559,"stargazers_count":701,"open_issues_count":81,"forks_count":50,"subscribers_count":21,"default_branch":"master","last_synced_at":"2024-05-17T07:42:48.166Z","etag":null,"topics":["clustering","deduplication","fuzzy-matching","information-retrieval","machine-learning","natural-language-processing","record-linkage"],"latest_commit_sha":null,"homepage":"https://yomguithereal.github.io/talisman/","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/Yomguithereal.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":".github/FUNDING.yml","license":"LICENSE.txt","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null},"funding":{"github":"Yomguithereal"}},"created_at":"2016-03-25T11:09:12.000Z","updated_at":"2024-05-15T13:22:32.000Z","dependencies_parsed_at":"2022-07-19T03:47:17.463Z","dependency_job_id":"4ec89e76-1090-4255-b533-a6d65dce876f","html_url":"https://github.com/Yomguithereal/talisman","commit_stats":{"total_commits":546,"total_committers":11,"mean_commits":49.63636363636363,"dds":0.02197802197802201,"last_synced_commit":"86ae55cbd040ff021d05e282e0e6c71f2dde21f8"},"previous_names":[],"tags_count":28,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Yomguithereal%2Ftalisman","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Yomguithereal%2Ftalisman/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Yomguithereal%2Ftalisman/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Yomguithereal%2Ftalisman/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Yomguithereal","download_url":"https://codeload.github.com/Yomguithereal/talisman/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243790939,"owners_count":20348378,"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":["clustering","deduplication","fuzzy-matching","information-retrieval","machine-learning","natural-language-processing","record-linkage"],"created_at":"2024-07-31T00:01:24.104Z","updated_at":"2025-03-15T20:31:44.474Z","avatar_url":"https://github.com/Yomguithereal.png","language":"JavaScript","funding_links":["https://github.com/sponsors/Yomguithereal"],"categories":["JavaScript"],"sub_categories":[],"readme":"[![Build Status](https://travis-ci.org/Yomguithereal/talisman.svg)](https://travis-ci.org/Yomguithereal/talisman) [![DOI](https://joss.theoj.org/papers/10.21105/joss.02405/status.svg)](https://doi.org/10.21105/joss.02405)\n\n# Talisman\n\n[Full documentation](https://yomguithereal.github.io/talisman/)\n\nTalisman is a JavaScript library collecting algorithms, functions and various building blocks for [fuzzy matching](https://en.wikipedia.org/wiki/Approximate_string_matching), [information retrieval](https://en.wikipedia.org/wiki/Information_retrieval) and [natural language processing](https://en.wikipedia.org/wiki/Natural_language_processing).\n\n## Installation\n\nYou can install **Talisman** through npm:\n\n```bash\nnpm install talisman\n```\n\n## Documentation\n\nThe library's full documentation can be found [here](https://yomguithereal.github.io/talisman/).\n\n## Bibliography\n\nAn extensive bibliography of the methods \u0026 functions implemented by the library can be found [here](./BIBLIOGRAPHY.md).\n\n## Goals\n\n* :package: **Modular**: the library is completely modular. This means that if you only need to compute a `levenshtein` distance, you will only load the relevant code.\n* :bulb: **Straightforward \u0026 simple**: just want to compute a Jaccard index? No need to instantiate a class and use two methods to pass options and then finally succeed in getting the index. Just apply the `jaccard` function and get going.\n* :dango: **Consistent API**: the library's API is fully consistent and one should not struggle to understand how to apply two different distance metrics.\n* :postal_horn: **Functional**: except for cases where classes might be useful (clustering notably), *Talisman* only uses functions, consumes raw data and order functions' arguments to make partial application \u0026 currying etc. as easy as possible.\n* :zap: **Performant**: the library should be as performant as possible for a high-level programming language library.\n* :globe_with_meridians: **Cross-platform**: the library is cross-platform and can be used both with Node.js and in the browser.\n\n## How to cite\n\n**Talisman** has been published as a [paper](https://joss.theoj.org/papers/10.21105/joss.02405) on the [Journal Of Open Source Software (JOSS)](https://joss.theoj.org/).\n\n## Contribution\n\nContributions are of course welcome :)\n\nBe sure to lint \u0026 pass the unit tests before submitting your pull request.\n\n```bash\n# Cloning the repo\ngit clone git@github.com:Yomguithereal/talisman.git\ncd talisman\n\n# Installing the deps\nnpm install\n\n# Running the tests\nnpm test\n\n# Linting the code\nnpm run lint\n```\n\n## License\n\nThis project is available as open source under the terms of the [MIT License](./LICENSE.txt).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FYomguithereal%2Ftalisman","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FYomguithereal%2Ftalisman","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FYomguithereal%2Ftalisman/lists"}