Git Product home page Git Product logo

natural-brain's Introduction

natural-brain

Greenkeeper badge

Build Status

A natural language classifier for Node Natural using the harthur-org/brain.js fork of BrainJS, a JavaScript neural network:

Note: This classifier passes the same tests as the Node Natural Bayes classifier.

npm install natural-brain

var BrainJSClassifier = require('natural-brain');
var classifier = new BrainJSClassifier();

classifier.addDocument('my unit-tests failed.', 'software');
classifier.addDocument('tried the program, but it was buggy.', 'software');
classifier.addDocument('tomorrow we will do standup.', 'meeting');
classifier.addDocument('the drive has a 2TB capacity.', 'hardware');
classifier.addDocument('i need a new power supply.', 'hardware');
classifier.addDocument('can you play some new music?', 'music');

classifier.train();

console.log(classifier.classify('did the tests pass?')); // -> software
console.log(classifier.classify('did you buy a new drive?')); // -> hardware
console.log(classifier.classify('What is the capacity?')); // -> hardware
console.log(classifier.classify('Lets meet tomorrow?')); // -> meeting
console.log(classifier.classify('Can you play some stuff?')); // -> music

Restoring and saving

The trained classifier can be saved to a JSON file like this:

classifier.save('test/brain_classifier.json', function () {});

And restored from the file like this:

BrainJSClassifier.load('test/brain_classifier.json', null, null,
  function (err, newClassifier) {
    if (err) {
      return done(err);
    }
  }
)

License

Copyright (c) 2018

Licensed under the MIT license.

natural-brain's People

Contributors

daffl avatar greenkeeper[bot] avatar greenkeeperio-bot avatar jamie-beck avatar

Stargazers

Alejandro Jesus del Campillo Jaime avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.