NeuralNetworkJS
Netural network in JS
How to install
$ npm install @00f100/neuralnetworkjs
in HTML file, include script
<script type="text/javascript" src="node_modules/@00f100/neuralnetworkjs/src/neural-network.js"></script>
How to use
in this example, imagine this:
// weightSeq are the weights to apply. If null is generated.
var context = {
weightSeq: null
};
// "matrix" is a list of weights to apply. If the length of the "matrix" list is different from the total "matrix weights", it will be ignored and "context.weightSeq" will be used.
var matrix = [];
// "input" data to input
var input = [1, 5, 20, 4, 204, 43];
// "hiddenColumn" hidden columns of neurons
var hiddenColumn = 3;
// "hiddenRow" hidden rows of neurons
var hiddenRow = 4;
// "outputColumns" output options. Return array integer 0 or 1, ex: [1, 0, 1]
var outputColumns = 3;
// "outputData" is a callback function to see output result
var outputData = function(output) {
console.log(output); // ex: [1, 0, 1]
}
// Execute neural network
NeuralNetwork.exec(context, matrix, input, hiddenColumn, hiddenRow, outputColumns, outputData);