setup - sepal.js

var brain = require('brain.js')
var fs = require('fs')

// configuration to be used in the brain
const config = {
    binaryThresh: 0.5, // arbitary value
    hiddenLayers: [3], // the size of the hidden layers in the network
    activation: 'sigmoid' // activation function
}

// array to hold the training data after formatting
var trainingData = []

// initialise a new backpropogating neural network
const net = new brain.NeuralNetwork(config)