Jonah Williams jonahwilliams

An interactive Support Vector Machine (SVM) classifier. Create at least 6 points of class 1 and class -1 to activate the classifier. Every time you create an additional point the SMO algorithm will then redetermine the optimal separating hyperplane.

What did Javascript tweet last night?

Common words from tweets relating to javascript, with stopwords, urls, and of course the words 'javascript' and 'js' removed! While area doesn't encode visual information as accurately as position, sometimes its more about "fun." In order to account for the fact that we encode the size of a circle with radius "r" but perceive the data as area pi * r^2, we must use a square-root scale to map wordcount to circle radius. For additional information, darkness encodes the length of the tracked string.

	function LinearRegression(data){
	var X = [],
	y = [];
	for (var i = 0; i < data.length; i ++){
	var tempX = [];
	for(var j = 0; j < data[0]['x'].length; j++){
	tempX.push(data[i]['x'][j]);
	}
	X.push(tempX);
	y.push([data[i].y]);

	function LinearRegression(data){
	var X = [],
	y = [];

	// Get everything in array format
	for (var i = 0; i < data.length; i ++){
	X[i] = [];
	y[i] = data[i].y;
	for(var j = 0; j < data[0]['x'].length; j++){
	X[i][j] = data[i]['x'][j];

	[
	{"N":"Assoc/Pub-R-S", "D":"Associate’s—Public Rural-serving Small", "ID": "1"},
	{"N":"Assoc/Pub-R-M", "D":"Associate’s—Public Rural-serving Medium", "ID": "2"},
	{"N":"Assoc/Pub-R-L", "D":"Associate’s—Public Rural-serving Large", "ID": "3"},
	{"N":"Assoc/Pub-S-SC", "D":"Associate’s—Public Suburban-serving Single Campus", "ID": "4"},
	{"N":"Assoc/Pub-S-MC", "D":"Associate’s—Public Suburban-serving Multicampus", "ID": "5"},
	{"N":"Assoc/Pub-U-SC", "D":"Associate’s—Public Urban-serving Single Campus", "ID": "6"},
	{"N":"Assoc/Pub-U-MC", "D":"Associate’s—Public Urban-serving Multicampus", "ID": "7"},
	{"N":"Assoc/Pub-Spec", "D":"Associate’s—Public Special Use", "ID": "8"},
	{"N":"Assoc/PrivNFP", "D":"Associate’s—Private Not-for-profit", "ID": "9"},

	[
	{"N":"Assoc/Pub-R-S", "D":"Associate’s—Public Rural-serving Small", "ID": "1"},
	{"N":"Assoc/Pub-R-M", "D":"Associate’s—Public Rural-serving Medium", "ID": "2"},
	{"N":"Assoc/Pub-R-L", "D":"Associate’s—Public Rural-serving Large", "ID": "3"},
	{"N":"Assoc/Pub-S-SC", "D":"Associate’s—Public Suburban-serving Single Campus", "ID": "4"},
	{"N":"Assoc/Pub-S-MC", "D":"Associate’s—Public Suburban-serving Multicampus", "ID": "5"},
	{"N":"Assoc/Pub-U-SC", "D":"Associate’s—Public Urban-serving Single Campus", "ID": "6"},
	{"N":"Assoc/Pub-U-MC", "D":"Associate’s—Public Urban-serving Multicampus", "ID": "7"},
	{"N":"Assoc/Pub-Spec", "D":"Associate’s—Public Special Use", "ID": "8"},
	{"N":"Assoc/PrivNFP", "D":"Associate’s—Private Not-for-profit", "ID": "9"},

	// @flow


	// The Identity Monad
	class Container<A> {
	value: A;
	constructor(x: A) {
	this.value = x;
	}
	map<B>(f: (x: A) => B): Container<B> {