Port of the word2vec distance program to a native node.js addon
Install it from npm
npm install word2vec-native
This addon does not train vectors. You may use this to load an existing binary word2vec model file from disk. Once the model is loaded, you may perform the following two operations: get and compare.
var distance = require('word2vec-native');
distance.open('my-word2vec-model.bin',function(err){
if(!err) {
console.log(distance.compare("foo","bar"));
console.log(distance.get("foo"));
}
});Given a single term, returns a list of the most similar terms.
Given two terms, returns the cosine distance between their respective vectors.
See the test.js code for an example
Credit goes to Tomas Mikolov for his original word2vec implementation. Original code from https://code.google.com/p/word2vec/