https://github.com/fredwu/stemmer

An English (Porter2) stemming implementation in Elixir.
https://github.com/fredwu/stemmer

bayes porter stemmer

Last synced: about 1 month ago
JSON representation

An English (Porter2) stemming implementation in Elixir.

• Host: GitHub
• URL: https://github.com/fredwu/stemmer
• Owner: fredwu
• Created: 2016-07-18T13:42:33.000Z (over 8 years ago)
• Default Branch: master
• Last Pushed: 2024-01-14T01:49:21.000Z (11 months ago)
• Last Synced: 2024-08-09T05:47:14.446Z (4 months ago)
• Topics: bayes, porter, stemmer
• Language: Elixir
• Size: 199 KB
• Stars: 150
• Watchers: 4
• Forks: 9
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

• freaking_awesome_elixir - Elixir - An English (Porter2) stemming implementation in Elixir. (Text and Numbers)
• fucking-awesome-elixir - stemmer - An English (Porter2) stemming implementation in Elixir. (Text and Numbers)
• awesome-elixir - stemmer - An English (Porter2) stemming implementation in Elixir. (Text and Numbers)

README

        
# Stemmer [![Travis](https://img.shields.io/travis/fredwu/stemmer.svg)](https://travis-ci.org/fredwu/stemmer) [![Coverage](https://img.shields.io/coveralls/fredwu/stemmer.svg)](https://coveralls.io/github/fredwu/stemmer?branch=master) [![Hex.pm](https://img.shields.io/hexpm/v/stemmer.svg)](https://hex.pm/packages/stemmer)

An English ([Porter2](http://snowballstem.org/algorithms/english/stemmer.html)) stemming implementation in Elixir.

> In linguistic morphology and information retrieval, __stemming__ is the process of reducing inflected (or sometimes derived) words to their word stem, base or root form—generally a written word form. The stem need not be identical to the morphological root of the word; it is usually sufficient that related words map to the same stem, even if this stem is not in itself a valid root. - [Wikipedia](https://en.wikipedia.org/wiki/Stemming)

## Usage

The `Stemmer.stem/1` function supports stemming a single word (`String`), a sentence (`String`) or a list of single words (`List` of `String`s).

```elixir

Stemmer.stem("capabilities")                    # => "capabl"

Stemmer.stem("extraordinary capabilities")      # => "extraordinari capabl"

Stemmer.stem(["extraordinary", "capabilities"]) # => ["extraordinari", "capabl"]

```

## Compatibility

Stemmer is 100% compatible with the official Porter2 implementation, it is tested against the official [`diffs.txt`](http://snowball.tartarus.org/algorithms/english/diffs.txt) which contains more than 29000 words.

## Naive Bayes

Stemmer was built to support the [Simple Bayes](https://github.com/fredwu/simple_bayes) library. :heart:

## License

Licensed under [MIT](http://fredwu.mit-license.org/).