-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathSOMTest.html
259 lines (208 loc) · 6.88 KB
/
SOMTest.html
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
<html>
<head>
<script src="../js/jquery-1.12.0.min.js"></script>
<script src="SOM.js"></script>
<script src="color-utils.js"></script>
<script>
var connString = "http://carlise.cs.washington.edu:3000"
var languages = {};
var currentLanguage = 1;
var currentOtherLanguage = 37;
var currentColor = "sky blue";
var currentColorValues = {};
function start(){
loadLanguages();
loadColor();
}
function loadLanguages(){
$.get(connString + "/languages",
function(data) {
for (var i = 0; i < data.length; ++i) {
languages[data[i].language_id] = data[i].name;
}
}
);
}
function loadColor(){
$.ajax({
url: connString + "/answers?",
data: {
select: "color_name,color{color_id,r,g,b},assignments{assignment_id,languages{language_id}}",
color_name: "eq." + currentColor,
"assignments.languages.language_id": "eq." + currentLanguage
},
success: function(data) {
for (var i = 0; i < data.length; i++) {
if(typeof currentColorValues[data[i].color.color_id] === "undefined"){
currentColorValues[data[i].color.color_id] = {
r: data[i].color.r,
g: data[i].color.g,
b: data[i].color.b,
names: {}
};
}
}
loadColorsInOtherLanguage();
}
});
}
function loadColorsInOtherLanguage(){
//http://carlise.cs.washington.edu:3000/answers?select=color_name,color{color_id,r,g,b},assignments{assignment_id,languages{language_id}}&assignments.languages.language_id=eq.1&color.color_id=in.13,28
var color_ids = Object.keys(currentColorValues)
$.ajax({
url: connString + "/answers?",
data: {
select: "color_name,color{color_id,r,g,b},assignments{assignment_id,languages{language_id}}",
"assignments.languages.language_id": "in." + currentLanguage + "," + currentOtherLanguage,
"color.color_id": "in." + color_ids.join()
},
traditional: true,
success: function(data) {
for (var i = 0; i < data.length; i++) {
if(data[i].color === null || data[i].assignments.languages === null){
continue;
}
langId = data[i].assignments.languages.language_id
if(typeof currentColorValues[data[i].color.color_id].names[langId] === "undefined"){
currentColorValues[data[i].color.color_id].names[langId] = {};
currentColorValues[data[i].color.color_id].names[langId][data[i].color_name] = 1;
}else{
if(typeof currentColorValues[data[i].color.color_id].names[langId][data[i].color_name] === "undefined"){
currentColorValues[data[i].color.color_id].names[langId][data[i].color_name] = 1;
} else {
currentColorValues[data[i].color.color_id].names[langId][data[i].color_name]++;
}
}
}
var otherLanguageNames = {};
for(var color_id in currentColorValues){
var namesForColor = currentColorValues[color_id].names[currentOtherLanguage];
for(var name in namesForColor){
otherLanguageNames[name] = true;
}
}
backLoadOtherLanguageColors(otherLanguageNames)
}
});
}
function backLoadOtherLanguageColors(otherLanguageNames){
var color_names = Object.keys(otherLanguageNames)
$.ajax({
url: connString + "/answers?",
data: {
select: "color_name,color{color_id,r,g,b},assignments{assignment_id,languages{language_id}}",
color_name: "in." + color_names.join(),
"assignments.languages.language_id": "in." + currentLanguage + "," + currentOtherLanguage
},
success: function(data) {
var oldColorIds = Object.keys(currentColorValues);
for (var i = 0; i < data.length; i++) {
if(data[i].color === null || data[i].assignments.languages === null){
continue;
}
var color_id = data[i].color.color_id;
if(oldColorIds.includes(color_id)){ //if we've already seen this color, skip
continue;
}
//add if needed
if(typeof currentColorValues[color_id] === "undefined"){
currentColorValues[color_id] = {
r: data[i].color.r,
g: data[i].color.g,
b: data[i].color.b,
names: {}
};
}
langId = data[i].assignments.languages.language_id
if(typeof currentColorValues[color_id].names[langId] === "undefined"){
currentColorValues[color_id].names[langId] = {};
currentColorValues[color_id].names[langId][data[i].color_name] = 1;
}else{
if(typeof currentColorValues[color_id].names[langId][data[i].color_name] === "undefined"){
currentColorValues[color_id].names[langId][data[i].color_name] = 1;
} else {
currentColorValues[color_id].names[langId][data[i].color_name]++;
}
}
}
createSOM();
listColorNames();
}
});
}
function createSOM(){
var testsom = new som(100, 100, 3);
var data = [];
for(var color_id in currentColorValues){
data.push([currentColorValues[color_id].r, currentColorValues[color_id].g, currentColorValues[color_id].b]);
}
data.sort(function() {
return .5 - Math.random();
});
testsom.train(data, 2000);
//TODO: create distance function that incorporates naming
//TODO: initialize SOM to all values
drawSOM(testsom);
}
function drawSOM(testsom){
var div = document.getElementById("SOM");
var str = "";
for(var i = 0; i < testsom.neurons.length; i++){
for(var j = 0; j < testsom.neurons[0].length; j++){
var color = testsom.neurons[i][j].weights;
for(var k = 0; k < color.length; k++){
color[k] = Math.round(color[k]);
}
//TODO: reverse look up color (-> hsv -> round)
str += "<DIV style='background-color:rgb("+
color[0]+","+color[1]+","+color[2]+
");width:4px;height:4px;float:left'></DIV>";
}
str += "<DIV style='clear:both;'></DIV>";
}
div.innerHTML = str;
}
function listColorNames(){
var div = document.getElementById("Lang1Colors");
var names1 = getColorNames(currentLanguage);
var str = "";
for(var name in names1){
str += name + ": " + names1[name] + "<br>"
}
div.innerHTML = str;
var div2 = document.getElementById("Lang2Colors");
var names2 = getColorNames(currentOtherLanguage);
var str2 = "";
for(var name in names2){
str2 += name + ": " + names2[name] + "<br>"
}
div2.innerHTML = str2;
}
function getColorNames(langId){
var finalColorNames = {};
for(var color_id in currentColorValues){
var colorInfo = currentColorValues[color_id];
if (typeof colorInfo.names[langId] !== undefined){
for(var colorName in colorInfo.names[langId]){
if(typeof finalColorNames[colorName] === "undefined"){
finalColorNames[colorName] = colorInfo.names[langId][colorName];
} else {
finalColorNames[colorName] += colorInfo.names[langId][colorName];
}
}
}
}
return finalColorNames;
}
</script>
</head>
<body onload = "start()">
Self-Organizing Map test
<div id = "SOM">
</div>
<div id = "Lang1Colors" style="float:left;">
</div>
<div id = "Lang2Colors">
</div>
</body>
</html>