Google Word2Vec Interface for Node.js with N-API
Only Unix-like OS can use Word2Vec.train() method. pthread only working on POSIX, Windows can not use the method.
See CHANGELOG
- Install with npm:
npm install word2vec4node --save- Clone the repo:
git clone https://github.com/Astro36/word2vec4node.gitFind the top-N most similar words:
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:
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:
const Word2Vec = require('word2vec4node');
const model = Word2Vec.load('./data/vectors.json');
console.log(model.getVector('대한민국').distance(model.getVector('한국')));Word2Vec4Node
Copyright (C) 2018 Astro
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