From 6f70c1a4e47b0bc96ed0ebcca0eb384a5dfdc2f4 Mon Sep 17 00:00:00 2001
From: schneefux <schneefux+commit@schneefux.xyz>
Date: Sun, 3 Apr 2016 17:16:03 +0200
Subject: calculate and visualize network activation

---
 index.html | 33 ++++++++++++++++++++-------------
 1 file changed, 20 insertions(+), 13 deletions(-)

(limited to 'index.html')

diff --git a/index.html b/index.html
index 2e17c5c..7bc7474 100644
--- a/index.html
+++ b/index.html
@@ -120,7 +120,7 @@
                 var mocker = new WeightVisWrapper();
                 new VisIntegrater(function(c) {
                     mocker.mock([3, 2, 1], function() {
-                        mocker.openIn(c);
+                        mocker.openIn(c, false);
                     });
                 }, function(c) {
                     mocker.remove(c);
@@ -134,19 +134,26 @@
             </div>
 
             <div class="visContainer"></div>
+            <p style="text-align: center; margin-top: 1.5em;">Berechneter MEDV-Wert: <span id="bsCalculated">lade…</span> - Erwarteter MEDV-Wert: <span id="bsExpected">lade…</span></p>
 
             <script type="text/javascript">
                 new VisIntegrater(function(c) {
                     weightsWrapper.afterLoad(function() {
-                        weightsWrapper.openIn(c);
-                        var testRows = [400, 175, 454, 481, 476, 364, 377, 75, 103, 84, 458, 483];
-                        for(c=0; c<10; c++){
-                            //var row = testRows[Math.floor(Math.random()*testRows.length)];
-                            var row = Math.floor(Math.random()*bostonset.length());
-                            var inputs = bostonset.inputs(row);
-                            console.log("calculated", bostonset.asOutput(weightsWrapper.activate(inputs)[0]));
-                            console.log("real", bostonset.expectedOutput(row));
-                        }
+                        weightsWrapper.jumpTo(weightsWrapper.steps()-1);
+                        weightsWrapper.openIn(c, false);
+                        var testRows = [400, 175, 454, 481, 476, 364, 377, 75, 103, 84, 458, 483]; // from original test data
+                        var row = 0,
+                            inputs =[];
+                        var calculated, expected;
+                        do {
+                            row = Math.floor(Math.random()*bostonset.length());
+                            inputs = bostonset.inputs(row);
+                            calculated = bostonset.asOutput(weightsWrapper.calculate(inputs)[0]);
+                            expected = bostonset.expectedOutput(row);
+                        } while(Math.abs(calculated - expected) > 5);
+                        d3.select("#bsCalculated").text(calculated.toString());
+                        d3.select("#bsExpected").text(expected.toString());
+                        weightsWrapper.activate(inputs);
                     });
                 }, function(c) {
                     weightsWrapper.remove(c);
@@ -164,7 +171,7 @@
             <script type="text/javascript">
                 new VisIntegrater(function(c) {
                     errorVis.afterLoad(function() {
-                        errorVis.openIn(c);
+                        errorVis.openIn(c, true);
                         errorVis.showMarker(203);
                     });
                 }, function(c) {
@@ -183,7 +190,7 @@
             <script type="text/javascript">
                 new VisIntegrater(function(c) {
                     weightsWrapper.afterLoad(function() {
-                        weightsWrapper.openIn(c);
+                        weightsWrapper.openIn(c, true);
                         weightsWrapper.animate(10, 10);
                     });
                 }, function(c) {
@@ -202,7 +209,7 @@
             <script type="text/javascript">
                 new VisIntegrater(function(c) {
                     weightsWrapper.afterLoad(function() {
-                        weightsWrapper.openIn(c);
+                        weightsWrapper.openIn(c, true);
                         weightsWrapper.animate(10, 10);
                     });
                 }, function(c) {
-- 
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