Natural Language Processing

Natural language processing (NLP).

Installation

npm install @stdlib/nlp

Usage

var nlp = require( '@stdlib/nlp' );

nlp

Namespace containing natural language processing (NLP) functionality.

var fcns = nlp;
// returns {...}

• expandAcronyms( str ): expand acronyms.
• expandContractions( str ): expand all contractions to their formal equivalents.
• lda( docs, K[, options] ): latent Dirichlet Allocation via collapsed Gibbs sampling.
• ordinalize( value[, options] ): convert an integer to an ordinal string (e.g., 1st, 2nd, etc.).
• porterStemmer( word ): extract the stem of a given word.
• sentencize( str ): split a string into an array of sentences.
• tokenize( str[, keepWhitespace] ): tokenize a string.

Examples

var objectKeys = require( '@stdlib/utils/keys' );
var nlp = require( '@stdlib/nlp' );

console.log( objectKeys( nlp ) );

Notice

This package is part of 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.

For more information on the project, filing bug reports and feature requests, and guidance on how to develop stdlib, see the main project repository.

Community

License

See LICENSE.

Copyright

Copyright © 2016-2024. The Stdlib Authors.