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‎docs/index.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>TrendMaster: Advanced Stock Price Prediction</title>
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<style>
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:root {
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--primary-color: #2563EB;
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--secondary-color: #10B981;
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--text-color: #1F2937;
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--background-color: #F9FAFB;
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}
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body {
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font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Open Sans', 'Helvetica Neue', sans-serif;
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line-height: 1.6;
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color: var(--text-color);
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max-width: 800px;
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margin: 0 auto;
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padding: 20px;
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background-color: var(--background-color);
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}
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.header {
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text-align: center;
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padding: 2rem 0;
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background: linear-gradient(135deg, var(--primary-color), var(--secondary-color));
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color: white;
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border-radius: 10px;
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margin-bottom: 2rem;
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}
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.header h1 {
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margin: 0;
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font-size: 2.5rem;
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}
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.badges {
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display: flex;
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justify-content: center;
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flex-wrap: wrap;
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gap: 10px;
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margin-top: 1rem;
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}
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.badge {
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background-color: rgba(255,255,255,0.2);
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padding: 5px 10px;
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border-radius: 20px;
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font-size: 0.8rem;
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}
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.section {
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background-color: white;
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border-radius: 10px;
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box-shadow: 0 4px 6px rgba(0,0,0,0.1);
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padding: 1.5rem;
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margin-bottom: 1.5rem;
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}
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pre {
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background-color: #f4f4f4;
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border-radius: 5px;
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padding: 1rem;
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overflow-x: auto;
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}
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.cta-button {
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display: inline-block;
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background-color: var(--primary-color);
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color: white;
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padding: 12px 24px;
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text-decoration: none;
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border-radius: 8px;
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font-weight: bold;
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transition: transform 0.3s ease;
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}
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.cta-button:hover {
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transform: translateY(-3px);
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box-shadow: 0 4px 6px rgba(0,0,0,0.2);
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}
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.project-links {
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display: flex;
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justify-content: center;
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gap: 1rem;
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margin-top: 1.5rem;
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}
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.project-links a {
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color: var(--primary-color);
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text-decoration: none;
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font-weight: bold;
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}
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.footer {
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text-align: center;
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padding: 1rem 0;
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color: #6B7280;
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}
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.performance-images {
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display: flex;
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flex-wrap: wrap;
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justify-content: center;
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gap: 1rem;
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}
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.performance-images img {
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max-width: 100%;
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border-radius: 10px;
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box-shadow: 0 4px 6px rgba(0,0,0,0.1);
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}
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@media (max-width: 600px) {
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body {
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padding: 10px;
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}
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.header h1 {
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font-size: 2rem;
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}
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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="header">
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<h1>🚀 TrendMaster</h1>
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<p>Advanced Stock Price Prediction using Transformer Deep Learning</p>
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<div class="badges">
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<span class="badge">Python 3.7+</span>
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<span class="badge">MIT License</span>
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<span class="badge">GitHub Stars</span>
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<span class="badge">GitHub Forks</span>
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</div>
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</div>
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<div class="section">
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<h2>🌟 Key Features</h2>
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<ul>
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<li>Advanced Transformer-based prediction model</li>
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<li>High accuracy with mean average error of just a few percentage points</li>
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<li>Real-time data visualization</li>
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<li>User-friendly interface</li>
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<li>Customizable model parameters</li>
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<li>Support for multiple stock symbols</li>
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</ul>
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</div>
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<div class="section">
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<h2>🛠️ Installation</h2>
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<pre><code>pip install TrendMaster</code></pre>
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</div>
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<div class="section">
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<h2>💡 Quick Start</h2>
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<pre><code>from trendmaster import DataLoader, TransAm, Trainer, Inferencer, set_seed
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# Set random seed
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set_seed(42)
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# Initialize data loader
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data_loader = DataLoader()
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# Prepare stock data
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train_data, test_data = data_loader.prepare_data(
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symbol='RELIANCE',
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from_date='2023-01-01',
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to_date='2023-02-27',
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input_window=30,
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output_window=10
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)
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# Train model
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model = TransAm(num_layers=2, dropout=0.2)
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trainer = Trainer(model, device)
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trainer.train(train_data, test_data)</code></pre>
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</div>
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<div class="section">
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<h2>📊 Performance Highlights</h2>
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<div class="performance-images">
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<img src="https://github.com/user-attachments/assets/c2e7a910-3aa8-494d-958e-48199cf85459" alt="Backtest Performance">
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<img src="https://user-images.githubusercontent.com/12392345/125791397-a344831b-b28c-4660-b295-924cb7123872.png" alt="Prediction Accuracy">
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</div>
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</div>
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<div class="section">
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<h2>🖥️ User Interface</h2>
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<img src="https://user-images.githubusercontent.com/12392345/125791827-a4597af0-1292-42d0-9eb1-118d7ef64cbc.png" alt="TrendMaster UI" style="max-width: 100%; border-radius: 10px;">
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</div>
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<div class="project-links">
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<a href="https://github.com/hemangjoshi37a/TrendMaster/wiki">Documentation</a>
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<a href="https://github.com/hemangjoshi37a/TrendMaster/blob/main/CONTRIBUTING.md">Contribute</a>
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<a href="https://github.com/hemangjoshi37a/TrendMaster/blob/main/LICENSE">License</a>
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</div>
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<div class="section">
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<h2>🌍 Connect With Us</h2>
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<p>
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<strong>Website:</strong> <a href="https://hjlabs.in/">hjlabs.in</a><br>
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<strong>Email:</strong> <a href="mailto:[email protected]">[email protected]</a><br>
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<strong>LinkedIn:</strong> <a href="https://www.linkedin.com/in/hemang-joshi-046746aa">Hemang Joshi</a>
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</p>
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</div>
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<div class="section">
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<h2>🚀 Explore More Projects</h2>
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<div class="project-links">
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<a href="https://github.com/hemangjoshi37a/pyPortMan">pyPortMan</a>
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<a href="https://github.com/hemangjoshi37a/AutoCut">AutoCut</a>
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<a href="https://github.com/hemangjoshi37a/TelegramTradeMsgBacktestML">TelegramTradeMsgBacktestML</a>
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</div>
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</div>
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<div class="section" style="text-align: center;">
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<h2>💡 Try hjAlgos Trading Platform</h2>
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<a href="https://hjalgos.hjlabs.in" class="cta-button">Explore AlgoTrading Platform</a>
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</div>
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<div class="footer">
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<p>Created with ❤️ by <a href="https://github.com/hemangjoshi37a">Hemang Joshi</a></p>
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</div>
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</body>
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</html>

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