Machine Learning using JavaScript and Brain.js

In these demos, we use Node.js and Brain.js to demonstrate some simple examples of machine learning.

Installation

Run the following commands in Git Bash or your favorite terminal.

$ git clone https://github.com/cd1993/machine-learning.git
$ cd machine-learning
$ npm install
$ node index.js // or 'node index-lstm.js' for example 2

Example 1 (index.js)

In this example, we demonstrate a simple neural network.

Example 2 (index-lstm.js)

In this example, we demonstrate a long short term memory neural network. We are also pulling the training data from a JSON file as opposed to using embedded data.

Constantine Doukas 2018