160 lines
4.4 KiB
Markdown
160 lines
4.4 KiB
Markdown
<!--
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@license Apache-2.0
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Copyright (c) 2018 The Stdlib Authors.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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-->
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# Natural Language Processing
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[![NPM version][npm-image]][npm-url] [![Build Status][test-image]][test-url] [![Coverage Status][coverage-image]][coverage-url] [![dependencies][dependencies-image]][dependencies-url]
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> Standard library natural language processing (NLP).
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<section class="installation">
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## Installation
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```bash
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npm install @stdlib/nlp
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```
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</section>
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<section class="usage">
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## Usage
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```javascript
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var nlp = require( '@stdlib/nlp' );
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```
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#### nlp
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Standard library natural language processing (NLP).
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```javascript
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var fcns = nlp;
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// returns {...}
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```
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<!-- <toc pattern="*"> -->
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<div class="namespace-toc">
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- <span class="signature">[`expandContractions( str )`][@stdlib/nlp/expand-contractions]</span><span class="delimiter">: </span><span class="description">expand all contractions to their formal equivalents.</span>
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- <span class="signature">[`lda( docs, K[, options] )`][@stdlib/nlp/lda]</span><span class="delimiter">: </span><span class="description">latent Dirichlet Allocation via collapsed Gibbs sampling.</span>
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- <span class="signature">[`porterStemmer( word )`][@stdlib/nlp/porter-stemmer]</span><span class="delimiter">: </span><span class="description">extract the stem of a given word.</span>
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- <span class="signature">[`tokenize( str[, keepWhitespace] )`][@stdlib/nlp/tokenize]</span><span class="delimiter">: </span><span class="description">tokenize a string.</span>
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</div>
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<!-- </toc> -->
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</section>
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<!-- /.usage -->
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<section class="examples">
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## Examples
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<!-- TODO: better examples -->
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<!-- eslint no-undef: "error" -->
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```javascript
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var objectKeys = require( '@stdlib/utils/keys' );
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var nlp = require( '@stdlib/nlp' );
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console.log( objectKeys( nlp ) );
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```
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</section>
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<!-- /.examples -->
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<section class="main-repo" >
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* * *
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## Notice
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This package is part of [stdlib][stdlib], a standard library for JavaScript and Node.js, with an emphasis on numerical and scientific computing. The library provides a collection of robust, high performance libraries for mathematics, statistics, streams, utilities, and more.
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For more information on the project, filing bug reports and feature requests, and guidance on how to develop [stdlib][stdlib], see the main project [repository][stdlib].
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#### Community
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[![Chat][chat-image]][chat-url]
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---
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## License
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See [LICENSE][stdlib-license].
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## Copyright
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Copyright © 2016-2021. The Stdlib [Authors][stdlib-authors].
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</section>
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<!-- /.stdlib -->
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<!-- Section for all links. Make sure to keep an empty line after the `section` element and another before the `/section` close. -->
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<section class="links">
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[npm-image]: http://img.shields.io/npm/v/@stdlib/nlp.svg
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[npm-url]: https://npmjs.org/package/@stdlib/nlp
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[test-image]: https://github.com/stdlib-js/nlp/actions/workflows/test.yml/badge.svg
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[test-url]: https://github.com/stdlib-js/nlp/actions/workflows/test.yml
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[coverage-image]: https://img.shields.io/codecov/c/github/stdlib-js/nlp/main.svg
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[coverage-url]: https://codecov.io/github/stdlib-js/nlp?branch=main
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[dependencies-image]: https://img.shields.io/david/stdlib-js/nlp.svg
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[dependencies-url]: https://david-dm.org/stdlib-js/nlp/main
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[chat-image]: https://img.shields.io/gitter/room/stdlib-js/stdlib.svg
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[chat-url]: https://gitter.im/stdlib-js/stdlib/
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[stdlib]: https://github.com/stdlib-js/stdlib
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[stdlib-authors]: https://github.com/stdlib-js/stdlib/graphs/contributors
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[stdlib-license]: https://raw.githubusercontent.com/stdlib-js/nlp/main/LICENSE
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<!-- <toc-links> -->
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[@stdlib/nlp/expand-contractions]: https://www.npmjs.com/package/@stdlib/nlp/tree/main/expand-contractions
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[@stdlib/nlp/lda]: https://www.npmjs.com/package/@stdlib/nlp/tree/main/lda
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[@stdlib/nlp/porter-stemmer]: https://www.npmjs.com/package/@stdlib/nlp/tree/main/porter-stemmer
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[@stdlib/nlp/tokenize]: https://www.npmjs.com/package/@stdlib/nlp/tree/main/tokenize
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<!-- </toc-links> -->
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</section>
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<!-- /.links -->
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