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index.html
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<!--
Copyright 2018 Google LLC. All Rights Reserved.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
==============================================================================
-->
<!doctype html>
<head>
<link rel="stylesheet" href="https://code.getmdl.io/1.3.0/material.cyan-teal.min.css" />
</head>
<style>
body {
font-family: "Roboto", "Helvetica", "Arial", sans-serif;
margin-top: 50px;
margin-left: 50px;
}
.equation-div {
font-family: monospace;
margin-bottom: 1em;
}
.input-div {
margin-bottom: 1em;
}
input {
width: 5em;
text-align: center;
}
</style>
<body>
<h1>TensorFlow.js: Polynomial Regression Training Example</h1>
<div>
<canvas id="canvas" height="600" width="800"></canvas>
</div>
<div>
<div class="equation-div">
<div>Truth equation:</div>
<span>y =</span>
<input id="cubic-coeff" value="6e-6"></input>
<span>* x^3 +</span>
<input id="quad-coeff" value="-2e-3"></input>
<span>* x^2 +</span>
<input id="linear-coeff" value="0.1"></input>
<span>* x +</span>
<input id="const-coeff" value="10"></input>
</div>
<div class="input-div">
<span>Learning rate:</span>
<input id="learning-rate" value="0.5"></input>
</div>
<div class="input-div">
<span>Epochs:</span>
<input id="epochs" value="40"></input>
</div>
</div>
</body>
<script src="index.js"></script>