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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 & 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 & 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 & 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 & 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","maintainers":[{"name":"yomguithereal","email":"kropotkinepiotr@gmail.com"}],"time":{"modified":"2022-06-27T03:43:42.284Z","created":"2016-03-29T16:54:34.237Z","0.0.1":"2016-03-29T16:54:34.237Z","0.0.2":"2016-03-29T18:35:51.650Z","0.1.0":"2016-04-04T22:27:04.885Z","0.2.0":"2016-04-11T21:42:23.951Z","0.3.0":"2016-04-29T08:38:20.548Z","0.4.0":"2016-05-30T19:37:59.371Z","0.5.0":"2016-06-30T10:04:21.268Z","0.6.0":"2016-07-01T16:25:11.816Z","0.7.0":"2016-07-03T15:47:29.987Z","0.8.0":"2016-07-05T13:49:25.610Z","0.9.0":"2016-07-11T13:52:59.764Z","0.10.0":"2016-07-14T09:49:35.319Z","0.11.0":"2016-08-01T10:19:41.549Z","0.12.0":"2016-10-27T07:56:20.094Z","0.13.0":"2016-11-23T14:47:03.390Z","0.14.0":"2016-11-24T17:58:25.622Z","0.15.0":"2017-01-10T14:28:43.848Z","0.16.0":"2017-01-19T21:28:24.119Z","0.17.0":"2017-01-31T22:24:56.118Z","0.18.0":"2017-02-14T13:14:14.476Z","0.19.0":"2017-03-17T16:30:53.974Z","0.19.1":"2017-06-09T15:08:07.972Z","0.20.0":"2017-09-19T18:49:43.429Z","0.21.0":"2018-09-03T12:04:09.673Z","1.0.0":"2020-03-19T17:08:53.963Z","1.1.0":"2020-03-20T10:30:36.828Z","1.1.1":"2020-03-20T10:53:00.284Z","1.1.2":"2020-05-01T16:12:24.273Z","1.1.3":"2020-11-05T19:39:54.101Z","1.1.4":"2021-01-21T09:25:32.290Z"},"homepage":"https://github.com/yomguithereal/talisman#readme","keywords":["bloom filter","canberra","caverphone","chebyshev","cologne","cosine","clustering","daitch-mokotoff","dice","fingerprint","fuzzy","hamming","k-means","jaccard","jaro","lancaster","levenshtein","lig","metaphone","mra","natural language processing","ngrams","nlp","nysiis","phonetic","porter","punkt","record linkage","schinke","sorensen","soundex","tokenizer","tversky","winkler"],"repository":{"type":"git","url":"git+https://github.com/yomguithereal/talisman.git"},"author":{"name":"Guillaume Plique","url":"http://github.com/Yomguithereal"},"bugs":{"url":"https://github.com/yomguithereal/talisman/issues"},"license":"MIT","readmeFilename":"README.md","users":{"kevbaker":true,"edel":true,"troywatt":true,"wickie":true,"martinspinks":true,"tkalfigo":true,"solzimer":true,"shanewholloway":true}}