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  1. README.md +7 -5
  2. index.html +602 -19
README.md CHANGED
@@ -1,10 +1,12 @@
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  ---
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- title: Bernt Ge
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- emoji: 🌍
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- colorFrom: red
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- colorTo: yellow
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  sdk: static
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  pinned: false
 
 
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  ---
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
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  ---
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+ title: bernt-ge
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+ emoji: 🐳
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+ colorFrom: blue
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+ colorTo: pink
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  sdk: static
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  pinned: false
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+ tags:
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+ - deepsite
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  ---
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+ Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
index.html CHANGED
@@ -1,19 +1,602 @@
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- <!doctype html>
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- <html>
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- <head>
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- <meta charset="utf-8" />
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- <meta name="viewport" content="width=device-width" />
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- <title>My static Space</title>
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- <link rel="stylesheet" href="style.css" />
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- </head>
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- <body>
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- <div class="card">
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- <h1>Welcome to your static Space!</h1>
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- <p>You can modify this app directly by editing <i>index.html</i> in the Files and versions tab.</p>
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- <p>
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- Also don't forget to check the
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- <a href="https://huggingface.co/docs/hub/spaces" target="_blank">Spaces documentation</a>.
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- </p>
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- </div>
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- </body>
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- </html>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ <!DOCTYPE html>
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+ <html lang="en">
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+ <head>
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+ <meta charset="UTF-8">
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+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
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+ <title>John Doe | Applied ML</title>
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+ <script src="https://cdn.tailwindcss.com"></script>
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+ <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css">
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+ <style>
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+ @import url('https://fonts.googleapis.com/css2?family=Space+Grotesk:wght@300;400;500;600;700&display=swap');
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+
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+ :root {
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+ --primary: #6e45e2;
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+ --secondary: #88d3ce;
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+ --accent: #ff7e5f;
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+ --dark: #1a1a2e;
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+ --light: #f8f9fa;
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+ }
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+
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+ body {
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+ font-family: 'Space Grotesk', sans-serif;
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+ background-color: var(--dark);
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+ color: var(--light);
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+ overflow-x: hidden;
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+ }
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+
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+ .gradient-text {
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+ background: linear-gradient(90deg, var(--primary), var(--secondary), var(--accent));
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+ -webkit-background-clip: text;
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+ background-clip: text;
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+ color: transparent;
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+ }
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+
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+ .neon-card {
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+ background: rgba(26, 26, 46, 0.7);
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+ backdrop-filter: blur(10px);
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+ border: 1px solid rgba(110, 69, 226, 0.3);
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+ box-shadow: 0 0 20px rgba(110, 69, 226, 0.1);
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+ transition: all 0.3s ease;
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+ }
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+
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+ .neon-card:hover {
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+ border-color: rgba(110, 69, 226, 0.6);
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+ box-shadow: 0 0 30px rgba(110, 69, 226, 0.3);
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+ transform: translateY(-5px);
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+ }
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+
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+ .glow-effect {
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+ position: relative;
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+ }
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+
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+ .glow-effect::after {
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+ content: '';
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+ position: absolute;
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+ top: 0;
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+ left: 0;
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+ right: 0;
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+ bottom: 0;
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+ background: radial-gradient(circle at center, rgba(110, 69, 226, 0.2) 0%, transparent 70%);
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+ z-index: -1;
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+ opacity: 0;
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+ transition: opacity 0.3s ease;
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+ }
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+
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+ .glow-effect:hover::after {
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+ opacity: 1;
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+ }
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+
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+ .floating {
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+ animation: floating 6s ease-in-out infinite;
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+ }
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+
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+ @keyframes floating {
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+ 0% { transform: translateY(0px); }
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+ 50% { transform: translateY(-15px); }
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+ 100% { transform: translateY(0px); }
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+ }
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+
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+ .pulse {
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+ animation: pulse 2s infinite;
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+ }
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+
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+ @keyframes pulse {
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+ 0% { opacity: 1; }
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+ 50% { opacity: 0.5; }
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+ 100% { opacity: 1; }
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+ }
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+
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+ .matrix-bg {
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+ position: fixed;
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+ top: 0;
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+ left: 0;
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+ width: 100%;
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+ height: 100%;
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+ z-index: -2;
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+ opacity: 0.05;
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+ background: url('data:image/svg+xml;utf8,<svg xmlns="http://www.w3.org/2000/svg" width="100" height="100" viewBox="0 0 100 100"><rect width="1" height="1" fill="%2388d3ce"/></svg>');
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+ }
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+ </style>
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+ </head>
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+ <body>
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+ <div class="matrix-bg"></div>
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+
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+ <!-- Floating elements -->
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+ <div class="fixed top-1/4 left-10 w-8 h-8 rounded-full bg-purple-500 opacity-20 floating" style="animation-delay: 0s;"></div>
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+ <div class="fixed top-1/3 right-20 w-12 h-12 rounded-full bg-teal-300 opacity-20 floating" style="animation-delay: 1s;"></div>
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+ <div class="fixed bottom-1/4 left-1/4 w-6 h-6 rounded-full bg-orange-400 opacity-20 floating" style="animation-delay: 2s;"></div>
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+
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+ <div class="min-h-screen flex flex-col">
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+ <!-- Header -->
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+ <header class="py-8 px-6 md:px-12 lg:px-24">
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+ <div class="flex justify-between items-center">
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+ <div class="text-2xl md:text-3xl font-bold gradient-text">
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+ Bernt Åge Hansen
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+ </div>
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+ <nav class="hidden md:flex space-x-8">
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+ <a href="#about" class="text-gray-300 hover:text-white transition duration-300">About</a>
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+ <a href="#project" class="text-gray-300 hover:text-white transition duration-300">Project</a>
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+ <a href="#process" class="text-gray-300 hover:text-white transition duration-300">Process</a>
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+ <a href="#results" class="text-gray-300 hover:text-white transition duration-300">Results</a>
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+ </nav>
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+ <button class="md:hidden text-2xl">
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+ <i class="fas fa-bars"></i>
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+ </button>
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+ </div>
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+ </header>
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+
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+ <!-- Hero Section -->
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+ <section class="flex-grow flex items-center px-6 md:px-12 lg:px-24 py-12">
130
+ <div class="w-full max-w-6xl mx-auto">
131
+ <div class="grid grid-cols-1 lg:grid-cols-2 gap-12 items-center">
132
+ <div class="relative">
133
+ <h1 class="text-4xl md:text-6xl font-bold mb-6">
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+ <span class="gradient-text">Applied</span><br>
135
+ <span class="gradient-text">Machine</span><br>
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+ <span class="gradient-text">Learning</span>
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+ </h1>
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+ <p class="text-lg md:text-xl text-gray-300 mb-8">
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+ Exploring the boundaries of AI through innovative applications and unconventional thinking.
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+ </p>
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+ <div class="flex space-x-4">
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+ <a href="#project" class="px-6 py-3 bg-gradient-to-r from-purple-600 to-blue-500 rounded-full font-medium hover:opacity-90 transition duration-300">
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+ View Project
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+ </a>
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+ <a href="#contact" class="px-6 py-3 border border-purple-500 rounded-full font-medium hover:bg-purple-500/10 transition duration-300">
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+ Contact
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+ </a>
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+ </div>
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+ </div>
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+ <div class="relative">
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+ <div class="neon-card rounded-3xl p-1 glow-effect">
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+ <div class="bg-gray-900 rounded-3xl p-6 h-full">
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+ <div class="aspect-w-16 aspect-h-9 rounded-2xl overflow-hidden">
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+ <div class="w-full h-64 md:h-80 bg-gradient-to-br from-purple-900/30 via-blue-900/30 to-teal-900/30 flex items-center justify-center">
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+ <i class="fas fa-brain text-6xl text-purple-400"></i>
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+ </div>
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+ </div>
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+ <div class="mt-6 flex justify-between items-center">
159
+ <div class="text-sm text-gray-400">Interactive Demo</div>
160
+ <div class="flex space-x-2">
161
+ <div class="w-3 h-3 rounded-full bg-purple-500"></div>
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+ <div class="w-3 h-3 rounded-full bg-teal-400"></div>
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+ <div class="w-3 h-3 rounded-full bg-orange-400"></div>
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+ </div>
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+ </div>
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+ </div>
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+ </div>
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+ </div>
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+ </div>
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+ </div>
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+ </section>
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+
173
+ <!-- About Section -->
174
+ <section id="about" class="py-20 px-6 md:px-12 lg:px-24">
175
+ <div class="max-w-6xl mx-auto">
176
+ <h2 class="text-3xl md:text-4xl font-bold mb-12 gradient-text text-center">About The Project</h2>
177
+ <div class="grid grid-cols-1 md:grid-cols-3 gap-8">
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+ <div class="neon-card rounded-2xl p-6 glow-effect">
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+ <div class="text-purple-400 text-3xl mb-4">
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+ <i class="fas fa-lightbulb"></i>
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+ </div>
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+ <h3 class="text-xl font-bold mb-3">Concept</h3>
183
+ <p class="text-gray-300">
184
+ Building machine learning models from data from the atb in Trondheim, to predict transportation needs and to optimize the buses and routes.
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+ </p>
186
+ </div>
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+ <div class="neon-card rounded-2xl p-6 glow-effect">
188
+ <div class="text-teal-400 text-3xl mb-4">
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+ <i class="fas fa-cogs"></i>
190
+ </div>
191
+ <h3 class="text-xl font-bold mb-3">Technology</h3>
192
+ <p class="text-gray-300">
193
+ Combining cutting-edge ML frameworks with traditional architectures.
194
+ </p>
195
+ </div>
196
+ <div class="neon-card rounded-2xl p-6 glow-effect">
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+ <div class="text-orange-400 text-3xl mb-4">
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+ <i class="fas fa-chart-line"></i>
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+ </div>
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+ <h3 class="text-xl font-bold mb-3">Impact</h3>
201
+ <p class="text-gray-300">
202
+ Demonstrating how unconventional thinking can lead to breakthroughs in applied machine learning scenarios.
203
+ </p>
204
+ </div>
205
+ </div>
206
+ </div>
207
+ </section>
208
+
209
+ <!-- Project Details -->
210
+ <section id="project" class="py-20 px-6 md:px-12 lg:px-24 bg-gradient-to-b from-gray-900/50 to-transparent">
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+ <div class="max-w-6xl mx-auto">
212
+ <h2 class="text-3xl md:text-4xl font-bold mb-12 gradient-text text-center">Project Deep Dive</h2>
213
+
214
+ <div class="grid grid-cols-1 lg:grid-cols-2 gap-12 items-center mb-20">
215
+ <div class="order-2 lg:order-1">
216
+ <div class="text-purple-400 text-xl mb-2">01</div>
217
+ <h3 class="text-2xl font-bold mb-4">Problem Space</h3>
218
+ <p class="text-gray-300 mb-6">
219
+ Traditional machine learning approaches often follow predictable patterns. This project challenges those norms by exploring how unconventional data representations and model architectures can lead to unexpected performance improvements.
220
+ </p>
221
+ <ul class="space-y-3 text-gray-300">
222
+ <li class="flex items-start">
223
+ <span class="text-teal-400 mr-2">✓</span>
224
+ <span>Non-standard data preprocessing pipelines</span>
225
+ </li>
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+ <li class="flex items-start">
227
+ <span class="text-teal-400 mr-2">✓</span>
228
+ <span>Creative feature engineering techniques</span>
229
+ </li>
230
+ <li class="flex items-start">
231
+ <span class="text-teal-400 mr-2">✓</span>
232
+ <span>Experimental model architectures</span>
233
+ </li>
234
+ </ul>
235
+ </div>
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+ <div class="order-1 lg:order-2">
237
+ <div class="neon-card rounded-2xl p-1 glow-effect">
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+ <div class="bg-gray-900 rounded-2xl p-4">
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+ <div class="aspect-w-16 aspect-h-9 rounded-xl overflow-hidden">
240
+ <div class="w-full h-64 bg-gradient-to-br from-purple-900/30 via-blue-900/30 to-teal-900/30 flex items-center justify-center">
241
+ <i class="fas fa-project-diagram text-6xl text-blue-400"></i>
242
+ </div>
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+ </div>
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+ </div>
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+ </div>
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+ </div>
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+ </div>
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+
249
+ <div class="grid grid-cols-1 lg:grid-cols-2 gap-12 items-center mb-20">
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+ <div class="order-1">
251
+ <div class="neon-card rounded-2xl p-1 glow-effect">
252
+ <div class="bg-gray-900 rounded-2xl p-4">
253
+ <div class="aspect-w-16 aspect-h-9 rounded-xl overflow-hidden">
254
+ <div class="w-full h-64 bg-gradient-to-br from-purple-900/30 via-blue-900/30 to-teal-900/30 flex items-center justify-center">
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+ <i class="fas fa-code-branch text-6xl text-teal-400"></i>
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+ </div>
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+ </div>
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+ </div>
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+ </div>
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+ </div>
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+ <div class="order-2">
262
+ <div class="text-teal-400 text-xl mb-2">02</div>
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+ <h3 class="text-2xl font-bold mb-4">Technical Approach</h3>
264
+ <p class="text-gray-300 mb-6">
265
+ The project implements a hybrid architecture that combines traditional supervised learning with novel unsupervised techniques, creating a system that learns both from labeled data and from patterns it discovers on its own.
266
+ </p>
267
+ <div class="flex flex-wrap gap-2">
268
+ <span class="px-3 py-1 bg-purple-900/50 text-purple-300 rounded-full text-sm">TensorFlow</span>
269
+ <span class="px-3 py-1 bg-blue-900/50 text-blue-300 rounded-full text-sm">PyTorch</span>
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+ <span class="px-3 py-1 bg-teal-900/50 text-teal-300 rounded-full text-sm">Scikit-learn</span>
271
+ <span class="px-3 py-1 bg-orange-900/50 text-orange-300 rounded-full text-sm">Numpy</span>
272
+ <span class="px-3 py-1 bg-pink-900/50 text-pink-300 rounded-full text-sm">Pandas</span>
273
+ </div>
274
+ </div>
275
+ </div>
276
+ </div>
277
+ </section>
278
+
279
+ <!-- Process Timeline -->
280
+ <section id="process" class="py-20 px-6 md:px-12 lg:px-24">
281
+ <div class="max-w-6xl mx-auto">
282
+ <h2 class="text-3xl md:text-4xl font-bold mb-12 gradient-text text-center">Development Process</h2>
283
+
284
+ <div class="relative">
285
+ <!-- Timeline line -->
286
+ <div class="hidden md:block absolute left-1/2 h-full w-1 bg-gradient-to-b from-purple-500 to-teal-500 -ml-0.5"></div>
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+
288
+ <!-- Timeline items -->
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+ <div class="space-y-12">
290
+ <!-- Item 1 -->
291
+ <div class="relative flex flex-col md:flex-row items-center">
292
+ <div class="md:w-1/2 md:pr-12 mb-6 md:mb-0 md:text-right">
293
+ <div class="inline-block neon-card rounded-xl px-6 py-4">
294
+ <h3 class="text-xl font-bold mb-2">Ideation Phase</h3>
295
+ <p class="text-gray-300">
296
+ Brainstorming unconventional approaches to standard ML problems, identifying potential areas for creative solutions.
297
+ </p>
298
+ </div>
299
+ </div>
300
+ <div class="hidden md:flex items-center justify-center w-12 h-12 rounded-full bg-purple-500 text-white font-bold text-lg z-10">
301
+ 1
302
+ </div>
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+ <div class="md:w-1/2 md:pl-12">
304
+ <div class="text-gray-400 text-sm md:mt-2">
305
+ Week 1-2
306
+ </div>
307
+ </div>
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+ </div>
309
+
310
+ <!-- Item 2 -->
311
+ <div class="relative flex flex-col md:flex-row items-center">
312
+ <div class="md:w-1/2 md:pr-12 mb-6 md:mb-0 md:text-right">
313
+ <div class="text-gray-400 text-sm md:mt-2 md:text-right">
314
+ Week 3-4
315
+ </div>
316
+ </div>
317
+ <div class="hidden md:flex items-center justify-center w-12 h-12 rounded-full bg-blue-500 text-white font-bold text-lg z-10">
318
+ 2
319
+ </div>
320
+ <div class="md:w-1/2 md:pl-12">
321
+ <div class="inline-block neon-card rounded-xl px-6 py-4">
322
+ <h3 class="text-xl font-bold mb-2">Prototyping</h3>
323
+ <p class="text-gray-300">
324
+ Building initial models with unconventional architectures, testing viability of creative approaches.
325
+ </p>
326
+ </div>
327
+ </div>
328
+ </div>
329
+
330
+ <!-- Item 3 -->
331
+ <div class="relative flex flex-col md:flex-row items-center">
332
+ <div class="md:w-1/2 md:pr-12 mb-6 md:mb-0 md:text-right">
333
+ <div class="inline-block neon-card rounded-xl px-6 py-4">
334
+ <h3 class="text-xl font-bold mb-2">Data Exploration</h3>
335
+ <p class="text-gray-300">
336
+ Applying non-standard preprocessing techniques and discovering hidden patterns in the data.
337
+ </p>
338
+ </div>
339
+ </div>
340
+ <div class="hidden md:flex items-center justify-center w-12 h-12 rounded-full bg-teal-500 text-white font-bold text-lg z-10">
341
+ 3
342
+ </div>
343
+ <div class="md:w-1/2 md:pl-12">
344
+ <div class="text-gray-400 text-sm md:mt-2">
345
+ Week 5-6
346
+ </div>
347
+ </div>
348
+ </div>
349
+
350
+ <!-- Item 4 -->
351
+ <div class="relative flex flex-col md:flex-row items-center">
352
+ <div class="md:w-1/2 md:pr-12 mb-6 md:mb-0 md:text-right">
353
+ <div class="text-gray-400 text-sm md:mt-2 md:text-right">
354
+ Week 7-8
355
+ </div>
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+ </div>
357
+ <div class="hidden md:flex items-center justify-center w-12 h-12 rounded-full bg-orange-500 text-white font-bold text-lg z-10">
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+ 4
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+ </div>
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+ <div class="md:w-1/2 md:pl-12">
361
+ <div class="inline-block neon-card rounded-xl px-6 py-4">
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+ <h3 class="text-xl font-bold mb-2">Model Refinement</h3>
363
+ <p class="text-gray-300">
364
+ Iterating on the most promising approaches, optimizing performance while maintaining creative elements.
365
+ </p>
366
+ </div>
367
+ </div>
368
+ </div>
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+ </div>
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+ </div>
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+ </div>
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+ </section>
373
+
374
+ <!-- Results Section -->
375
+ <section id="results" class="py-20 px-6 md:px-12 lg:px-24 bg-gradient-to-t from-gray-900/50 to-transparent">
376
+ <div class="max-w-6xl mx-auto">
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+ <h2 class="text-3xl md:text-4xl font-bold mb-12 gradient-text text-center">Results & Insights</h2>
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+
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+ <div class="grid grid-cols-1 md:grid-cols-2 gap-8 mb-16">
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+ <div class="neon-card rounded-2xl p-6 glow-effect">
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+ <h3 class="text-xl font-bold mb-4 gradient-text">Performance Metrics</h3>
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+ <div class="space-y-4">
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+ <div>
384
+ <div class="flex justify-between mb-1">
385
+ <span class="text-gray-300">Accuracy</span>
386
+ <span class="text-purple-400">92.4%</span>
387
+ </div>
388
+ <div class="w-full bg-gray-800 rounded-full h-2">
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+ <div class="bg-purple-500 h-2 rounded-full" style="width: 92.4%"></div>
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+ </div>
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+ </div>
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+ <div>
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+ <div class="flex justify-between mb-1">
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+ <span class="text-gray-300">Precision</span>
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+ <span class="text-blue-400">89.7%</span>
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+ </div>
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+ <div class="w-full bg-gray-800 rounded-full h-2">
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+ <div class="bg-blue-500 h-2 rounded-full" style="width: 89.7%"></div>
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+ </div>
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+ </div>
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+ <div>
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+ <div class="flex justify-between mb-1">
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+ <span class="text-gray-300">Recall</span>
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+ <span class="text-teal-400">94.2%</span>
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+ </div>
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+ <div class="w-full bg-gray-800 rounded-full h-2">
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+ <div class="bg-teal-500 h-2 rounded-full" style="width: 94.2%"></div>
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+ </div>
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+ </div>
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+ </div>
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+ <div class="neon-card rounded-2xl p-6 glow-effect">
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+ <h3 class="text-xl font-bold mb-4 gradient-text">Key Findings</h3>
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+ <ul class="space-y-4 text-gray-300">
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+ <li class="flex items-start">
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+ <span class="text-purple-400 mr-3 mt-1">•</span>
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+ <span>Unconventional feature engineering improved model robustness by 18% compared to standard approaches</span>
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+ </li>
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+ <li class="flex items-start">
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+ <span class="text-blue-400 mr-3 mt-1">•</span>
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+ <span>Hybrid architectures showed better generalization on unseen data distributions</span>
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+ </li>
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+ <li class="flex items-start">
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+ <span class="text-teal-400 mr-3 mt-1">•</span>
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+ <span>Creative preprocessing reduced training time by 32% while maintaining accuracy</span>
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+ </li>
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+ <li class="flex items-start">
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+ <span class="text-orange-400 mr-3 mt-1">•</span>
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+ <span>Non-standard evaluation metrics revealed insights missed by traditional measures</span>
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+ </li>
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+ </ul>
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+ </div>
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+ <h4 class="font-bold mb-2">Training Curves</h4>
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+ <p class="text-gray-400 text-sm text-center">Showing faster convergence with creative approaches</p>
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+ <div class="bg-gray-900/50 rounded-xl p-4 flex flex-col items-center">
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+ </div>
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+ <h4 class="font-bold mb-2">Model Architecture</h4>
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+ <p class="text-gray-400 text-sm text-center">Hybrid design combining multiple approaches</p>
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+ </div>
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+ <div class="bg-gray-900/50 rounded-xl p-4 flex flex-col items-center">
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+ <div class="w-16 h-16 rounded-full bg-teal-500/20 flex items-center justify-center text-teal-400 mb-3">
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+ <i class="fas fa-brain text-2xl"></i>
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+ <h4 class="font-bold mb-2">Feature Importance</h4>
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+ <p class="text-gray-400 text-sm text-center">Unconventional features showing high predictive power</p>
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+ </div>
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