Kieran Maher kmaher9

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kmaher9 / setup - sepal.js

Created September 6, 2018 20:54

	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
	}

kmaher9 / files - sepal.js

Created September 6, 2018 20:57

	// load each line of the training data into a new index of an array
	var trainingFile = fs.readFileSync("data.csv").toString().split("\n")

	// iterate over each line of the training data, adding it to a new array for training later
	for (var i = 0; i < trainingFile.length; i++) {
	var entry = trainingFile[i]

	var values = entry.split(",")
	var points = [parseFloat(values[0]), parseFloat(values[1]), parseFloat(values[2]), parseFloat(values[3])]

kmaher9 / train - sepal.js

Created September 6, 2018 21:00

	// console log the output of each iteration
	net.train(trainingData, {
	log: true
	})

	// test data - actually virginica
	var output = net.run([6.2,3.4,5.1,2.6])
	console.log(output)

kmaher9 / full - sepal.js

Created September 6, 2018 21:14

	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
	}

kmaher9 / data.csv

Created September 6, 2018 21:14

	5.1	3.5	1.4	0.2
	4.9	3.0	1.4	0.2
	4.7	3.2	1.3	0.2
	4.6	3.1	1.5	0.2
	5.0	3.6	1.4	0.2
	5.4	3.9	1.7	0.4
	4.6	3.4	1.4	0.3
	5.0	3.4	1.5	0.2
	4.4	2.9	1.4	0.2
	4.9	3.1	1.5	0.1

kmaher9 / main.html

Last active September 8, 2018 23:59

	<body style="background-color: #d9d9d9">

	<script src="https://cdnjs.cloudflare.com/ajax/libs/p5.js/0.7.2/p5.js"></script>
	<script src="https://cdnjs.cloudflare.com/ajax/libs/p5.js/0.6.1/addons/p5.dom.js"></script>
	<script src="./main.js"></script>
	<script src="./stick.js"></script>
	<script src="./population.js"></script>
	<script src="./dna.js"></script>

	</body>

kmaher9 / stick.js

Created September 9, 2018 00:04

	function Stick() {
	this.pos = createVector(width/2, height) // the position of the stick
	this.vel = createVector() // the velocity of the stick
	this.acc = createVector() // the acceleration rate of the stick
	this.dna = new dna() // one strand of DNA to last the lifespan of the stick

	this.applyForce = function(force) {
	this.acc.add(force) // this allows for movement
	}

kmaher9 / population.js

Created September 9, 2018 00:07

	function Population() {
	this.sticks = []
	this.populationSize = 25

	for(var i = 0; i < this.populationSize; i++) {
	this.sticks[i] = new Stick()
	}

	this.run = function() {
	for(var i = 0; i < this.populationSize; i++) {

kmaher9 / dna.js

Created September 9, 2018 00:11

	function dna() {
	this.genes = []

	for (var i = 0; i < lifespan; i++) {
	this.genes[i] = p5.Vector.random2D()
	this.genes[i].setMag(0.1)
	}
	}

kmaher9 / main.js

Created September 9, 2018 00:16

	var population
	var lifespan = 200 // this will be used to determine how long a stick lives for, and how many genes it has
	var visualLifespan // helper to draw to screen
	var count = 0 // incrementally measures lifespan
	var target // my circle, that is a circle and represents nothing else metaphorically

	function setup() {
	createCanvas(800, 600)

	population = new Population()