Google Word2Vec Interface for Node.js with N-API
npm install word2vec4nodeWord2Vec.train() method. pthread only working on POSIX, Windows can not use the method.
bash
npm install word2vec4node --save
`
- Clone the repo:
`bash
git clone https://github.com/Astro36/word2vec4node.git
`
Usage
$3
Find the top-N most similar words:
`javascript
const Word2Vec = require('word2vec4node');
const model = Word2Vec.load('./data/vectors.json');
// [서울] - [한국] + [일본]
console.log(model.analogy({ positive: ['서울', '일본'], negative: ['한국'] }, 5));
`
Which word from the words doesn’t match with the others:
`javascript
const Word2Vec = require('word2vec4node');
const model = Word2Vec.load('./data/vectors.json');
console.log(model.findDifference(['봄', '여름', '가을', '얼음']));
`
Compute cosine distances from the words:
`javascript
const Word2Vec = require('word2vec4node');
const model = Word2Vec.load('./data/vectors.json');
console.log(model.getVector('대한민국').distance(model.getVector('한국')));
`
License
`text
Word2Vec4Node
Copyright (C) 2018 Astro
This program is free software: you can redistribute it and/or modify
it under the terms of the GNU Lesser General Public License as published by
the Free Software Foundation, either version 3 of the License, or
(at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU Lesser General Public License for more details.
You should have received a copy of the GNU Lesser General Public License
along with this program. If not, see
``