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<!DOCTYPE html>
<html>
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title> Automated Cognitive Design | Liquid Carrot </title>
<link rel="shortcut icon" href="img/favicon.png" />
<link type="text/css" rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/bulma/0.7.5/css/bulma.min.css">
<link type="text/css" rel="stylesheet" href="https://wikiki.github.io/css/documentation.css?v=201904261505">
<link type="text/css" rel="stylesheet" href="styles/jsdoc.css">
<link href="https://fonts.googleapis.com/css?family=Montserrat:400,700" rel="stylesheet">
<link href='https://fonts.googleapis.com/css?family=Oswald' rel='stylesheet' type='text/css'>
<link type="text/css" rel="stylesheet" href="https://cdn.jsdelivr.net/npm/vis-network@6.0.0/dist/vis-network.min.css">
<style>
@font-face { font-family: "Ionicons"; src: url("https://cdn.jsdelivr.net/ionicons/2.0.1/fonts/ionicons.eot?v=2.0.1"); src: url("https://cdn.jsdelivr.net/ionicons/2.0.1/fonts/ionicons.eot?v=2.0.1#iefix") format("embedded-opentype"), url("https://cdn.jsdelivr.net/ionicons/2.0.1/fonts/ionicons.ttf?v=2.0.1") format("truetype"), url("https://cdn.jsdelivr.net/ionicons/2.0.1/fonts/ionicons.woff?v=2.0.1") format("woff"), url("https://cdn.jsdelivr.net/ionicons/2.0.1/fonts/ionicons.svg?v=2.0.1#Ionicons") format("svg"); font-weight: normal; font-style: normal; }
/* Don't import ion icons styling just for one GitHub icon */
.ion, .ionicons, .ion-social-github:before {
display: inline-block;
font-family: "Ionicons";
speak: none;
font-style: normal;
font-weight: normal;
font-variant: normal;
text-transform: none;
text-rendering: auto;
line-height: 1;
-webkit-font-smoothing: antialiased;
-moz-osx-font-smoothing: grayscale;
}
.ion-social-github:before { content: "\f233"; }
</style>
<style>
/* override bulma defaults */
.game-slider {
max-width: 450px;
}
.field {
margin-top: 1rem;
}
input[type=range].slider {
margin: 0;
}
input[type=range].slider:not([orient="vertical"]).has-output+output {
top: .2rem;
}
.label:not(:last-child) {
margin: 0;
}
.banner-text {
font-family: 'Montserrat';
line-height: 2.5em;
}
/* custom bulma-like styles */
.has-background-transparent { background: transparent !important; }
</style>
<style>
/* custom styles */
</style>
</head>
<body>
<div class="navbar is-fixed-top" role="navigation" aria-label="main navigation">
<div class="navbar-brand">
<a class="navbar-item" href="#" style="padding:0">
<img src="img/carrot-logo.png" height="28">
</a>
<a role="button" class="navbar-burger burger" aria-label="menu" aria-expanded="false" data-target="navbarBasicExample">
<span aria-hidden="true"></span>
<span aria-hidden="true"></span>
<span aria-hidden="true"></span>
</a>
</div>
<div id="navbarBasicExample" class="navbar-menu">
<div class="navbar-start">
<a class="navbar-item" href="https://liquidcarrot.io/">Home</a>
<a class="navbar-item" href="https://liquidcarrot.io/carrot">Docs</a>
<a class="navbar-item" href="https://github.com/liquidcarrot/example.flappy-bird/" target="_blank"><i class="ion-social-github" aria-hidden="true"></i></a>
<div class="navbar-item has-dropdown is-hoverable">
</div>
<div class="navbar-item has-dropdown is-hoverable">
<a class="navbar-link">
More
</a>
<div class="navbar-dropdown">
<a class="navbar-item" href="mailto:people@liquidcarrot.io?subject=Flappy%20Bird%20Demo">
Contact
</a>
<hr class="navbar-divider">
<a class="navbar-item" href="https://github.com/liquidcarrot/example.flappy-bird/issues/new">
Report an issue
</a>
</div>
</div>
</div>
<div class="navbar-end">
<div class="navbar-item">
<input type="text" id="nav-search" placeholder="Search" autofocus>
</div>
</div>
</div>
</div>
<section class="hero is-info is-large">
<div class="hero-body">
<div class="container">
<div class="columns">
<div class="column">
<h1 class="title">Self-building machine learning</h1>
<h2 class="subtitle">
Neural networks that structure themselves completely as you use them
</h2>
<ul class="py-1 list-unstyled">
<li class="py-2"><i class="fa fa-check-circle pr-4" aria-hidden="true"></i> Native edge computing</li>
<li class="py-2"><i class="fa fa-check-circle pr-4" aria-hidden="true"></i> More powerful than AutoML</li>
<li class="py-2"><i class="fa fa-check-circle pr-4" aria-hidden="true"></i> Applicable to any data-problem</li>
</ul>
</div>
<div class="column has-text-centered">
<img style="max-width:500px" src="img/network-image.png" alt="Amorphous custom networks with liquidcarrot">
</div>
</div>
</div>
</div>
</section>
<section class="hero is-dark is-bold" style="min-height:100vh">
<div class="hero-body">
<h1 class="title"></h1>
<div class="columns">
<div class="column">
<canvas id="canvas" width="450" height="512"></canvas>
<div class="field game-slider">
<label class="label has-text-white">Speed</label>
<input id="speedSlider" class="slider has-output is-small" step="1" min="0" max="10" value="1" type="range">
<output id="speed" for="speedSlider">1</output>
</div>
</div>
<div id="app" class="column">
<span class="banner-text has-text-white">
You're watching <span class="has-text-primary">{{ population_size }}</span> neural networks design themselves to play flappy-bird right on your computer.
They started as
<div class="select is-rounded is-primary" style="padding:0 5px">
<select class="has-background-transparent has-text-white">
<option class="has-text-dark">input & output networks</option>
<option class="has-text-dark">perceptron (coming soon)</option>
<option class="has-text-dark">default GRU (coming soon)</option>
<option class="has-text-dark">default LSTM (coming soon)</option>
</select>
</div> but with each game they change (evolve) to become better players.
</span>
<div class="field game-slider">
<label class="label has-text-white">Pipe spacing</label>
<input id="sliderWithValue" v-model="pipe_spacing" class="slider has-output is-small" step="1" min="45" max="90" :value="pipe_spacing" type="range">
<output for="sliderWithValue">{{ pipe_spacing }}</output>
</div>
<div class="field game-slider">
<label class="label has-text-white">Elitism</label>
<input v-model="elitism" id="sliderWithValue1" class="slider has-output is-small" min="0" :max="population_size" value="50" step="1" type="range">
<output for="sliderWithValue1">{{ elitism }}</output>
</div>
<div class="field game-slider">
<label class="label has-text-white">Population size</label>
<input v-model="population_size" id="sliderWithValue2" class="slider has-output is-small" :min="elitism" max="100" step="1" type="range">
<output for="sliderWithValue2">{{ population_size }}</output>
</div>
<!-- <div class="field">
<label class="label has-text-white">Chance of mutation</label>
<input v-model="mutation_rate" id="sliderWithValue2" class="slider has-output is-success" min="0" max="1" step=".1" type="range">
<output for="sliderWithValue2">(coming soon)</output>
</div>
<div class="field">
<label class="label has-text-white">Times mutated</label>
<input v-model="mutation_amount" id="sliderWithValue2" class="slider has-output is-success" min="1" max="10" step="1" type="range">
<output for="sliderWithValue2">(coming soon)</output>
</div> -->
<div class="field">
<label class="label has-text-white">Save & Restore</label>
<a style="margin:12px 8px 0 0;"@click="save(champion.brain)" class="button is-warning">Export</a>
<a style="margin:12px 8px 0 0;"@click="restore()" class="button is-warning">Restore</a>
</div>
<div class="field">
<label class="label has-text-white">Visualize</label>
<a style="margin:12px 8px 0 0;"@click="graph(champion.brain)" class="button is-warning is-rounded">Create visualization</a>
</div>
<div class="columns">
<div class="column is-half">
<div class="visualization" ref="visualization"></div>
</div>
<div class="column"></div>
</div>
</div>
</div>
</section>
<!-- <script src="https://cdn.jsdelivr.net/npm/@liquid-carrot/carrot/dist/carrot.umd2.min.js"></script> -->
<script language="javascript" type="text/javascript" src="scripts/carrot.js"></script>
<script language="javascript" type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/p5.js/0.6.0/p5.min.js"></script>
<script language="javascript" type="text/javascript" src="https://cdnjs.cloudflare.com/ajax/libs/p5.js/0.6.0/addons/p5.dom.min.js"></script>
<script language="javascript" type="text/javascript" src="scripts/bird.js"></script>
<script language="javascript" type="text/javascript" src="scripts/main.js"></script>
<script language="javascript" type="text/javascript" src="scripts/Pipe.js"></script>
<script language="javascript" type="text/javascript" src="https://cdn.jsdelivr.net/npm/vue@2.6.0"></script>
<script language="javascript" type="text/javascript" src="scripts/bindings.js"></script>
<script language="javascript" type="text/javascript" src="https://cdn.jsdelivr.net/npm/vis-network@6.0.0/dist/vis-network.min.js"></script>
</body>
</html>