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Por, favor añade elementos visuales de redes neuronales interactivas y todas las paginas del frontend, no solamente en el dashboard, y quiero que tambien implementes un aspecto visual mas futurista en todo el frontend mas elementos visuales interactivos, mucho mas efectos 3D y mas colores gradientes con alto contraste! - Initial Deployment
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| <title>Hiper Feature Pipeline - Training Monitor</title> | |
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| <i data-feather="cpu" class="h-8 w-8 text-blue-400"></i> | |
| <span class="ml-2 text-xl font-bold">Hiper Feature Pipeline</span> | |
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| <div class="hidden md:block"> | |
| <div class="ml-10 flex items-baseline space-x-4"> | |
| <a href="index.html" class="px-3 py-2 rounded-md text-sm font-medium hover:bg-blue-600">Dashboard</a> | |
| <a href="datasets.html" class="px-3 py-2 rounded-md text-sm font-medium hover:bg-blue-600">Datasets</a> | |
| <a href="training.html" class="px-3 py-2 rounded-md text-sm font-medium bg-blue-700 text-white">Training</a> | |
| <a href="models.html" class="px-3 py-2 rounded-md text-sm font-medium hover:bg-blue-600">Models</a> | |
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| <!-- Main Content --> | |
| <main class="pt-20 pb-16"> | |
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| <!-- Header --> | |
| <div class="text-center py-12" data-aos="fade-down"> | |
| <h1 class="text-4xl font-bold mb-4">Training Monitor</h1> | |
| <p class="text-xl text-gray-300">Seguimiento y gestión de sesiones de entrenamiento con CQRS</p> | |
| </div> | |
| <!-- Start Training Section --> | |
| <div class="glass-effect rounded-lg p-6 mb-12" data-aos="fade-up"> | |
| <h2 class="text-2xl font-bold mb-6">Iniciar Nueva Sesión de Entrenamiento</h2> | |
| <div class="grid grid-cols-1 md:grid-cols-2 gap-6"> | |
| <div> | |
| <label class="block text-sm font-medium mb-2">Model Architecture</label> | |
| <select class="w-full bg-gray-800 border border-gray-700 rounded-lg p-3"> | |
| <option>LSTM Neural Network</option> | |
| <option>Transformer Architecture</option> | |
| <option>Temporal Convolution Network</option> | |
| <option>GRU Network</option> | |
| </select> | |
| </div> | |
| <div> | |
| <label class="block text-sm font-medium mb-2">Dataset</label> | |
| <select class="w-full bg-gray-800 border border-gray-700 rounded-lg p-3"> | |
| <option>SP500_2023</option> | |
| <option>NASDAQ_Stocks</option> | |
| <option>Crypto_Market</option> | |
| <option>Forex_Major_Pairs</option> | |
| </select> | |
| </div> | |
| <div> | |
| <label class="block text-sm font-medium mb-2">Epochs</label> | |
| <input type="number" class="w-full bg-gray-800 border border-gray-700 rounded-lg p-3" value="100"> | |
| </div> | |
| <div> | |
| <label class="block text-sm font-medium mb-2">Batch Size</label> | |
| <input type="number" class="w-full bg-gray-800 border border-gray-700 rounded-lg p-3" value="32"> | |
| </div> | |
| </div> | |
| <button class="mt-6 w-full py-3 bg-green-600 hover:bg-green-700 rounded-lg font-medium">Iniciar Entrenamiento</button> | |
| </div> | |
| <!-- Active Training Sessions --> | |
| <h2 class="text-2xl font-bold mb-6" data-aos="fade-up">Sesiones Activas</h2> | |
| <div class="glass-effect rounded-lg p-6 mb-12" data-aos="fade-up"> | |
| <div class="flex items-center justify-between mb-6"> | |
| <div> | |
| <h3 class="font-bold text-lg">LSTM_SP500_Training</h3> | |
| <p class="text-sm text-gray-400">Started 2 hours ago</p> | |
| </div> | |
| <span class="px-3 py-1 bg-yellow-500 rounded-full text-sm">Training</span> | |
| </div> | |
| <div class="mb-6"> | |
| <div class="flex justify-between mb-2"> | |
| <span>Progress</span> | |
| <span>65%</span> | |
| </div> | |
| <div class="w-full bg-gray-700 rounded-full h-3"> | |
| <div class="bg-blue-500 h-3 rounded-full progress-bar" style="width: 65%"></div> | |
| </div> | |
| </div> | |
| <div class="grid grid-cols-2 md:grid-cols-4 gap-4 mb-6"> | |
| <div class="text-center p-3 bg-gray-800 rounded-lg"> | |
| <div class="text-xl font-bold">32/100</div> | |
| <div class="text-sm text-gray-400">Epochs</div> | |
| </div> | |
| <div class="text-center p-3 bg-gray-800 rounded-lg"> | |
| <div class="text-xl font-bold">0.0234</div> | |
| <div class="text-sm text-gray-400">Training Loss</div> | |
| </div> | |
| <div class="text-center p-3 bg-gray-800 rounded-lg"> | |
| <div class="text-xl font-bold">0.0312</div> | |
| <div class="text-sm text-gray-400">Validation Loss</div> | |
| </div> | |
| <div class="text-center p-3 bg-gray-800 rounded-lg"> | |
| <div class="text-xl font-bold">94.7%</div> | |
| <div class="text-sm text-gray-400">Accuracy</div> | |
| </div> | |
| </div> | |
| <div class="flex space-x-3"> | |
| <button class="flex-1 py-2 bg-blue-600 hover:bg-blue-700 rounded-lg">View Details</button> | |
| <button class="flex-1 py-2 bg-yellow-600 hover:bg-yellow-700 rounded-lg">Pause</button> | |
| <button class="flex-1 py-2 bg-red-600 hover:bg-red-700 rounded-lg">Stop</button> | |
| </div> | |
| </div> | |
| <!-- Training History --> | |
| <h2 class="text-2xl font-bold mb-6" data-aos="fade-up">Historial de Entrenamiento</h2> | |
| <div class="overflow-x-auto"> | |
| <table class="w-full glass-effect rounded-lg" data-aos="fade-up"> | |
| <thead> | |
| <tr class="border-b border-gray-700"> | |
| <th class="px-6 py-3 text-left">Model</th> | |
| <th class="px-6 py-3 text-left">Dataset</th> | |
| <th class="px-6 py-3 text-left">Status</th> | |
| <th class="px-6 py-3 text-left">Accuracy</th> | |
| <th class="px-6 py-3 text-left">Duration</th> | |
| <th class="px-6 py-3 text-left">Actions</th> | |
| </tr> | |
| </thead> | |
| <tbody class="divide-y divide-gray-700"> | |
| <tr> | |
| <td class="px-6 py-4">Transformer_NASDAQ</td> | |
| <td class="px-6 py-4">NASDAQ_Stocks</td> | |
| <td class="px-6 py-4"><span class="px-2 py-1 bg-green-500 rounded-full text-xs">Completed</span></td> | |
| <td class="px-6 py-4">96.2%</td> | |
| <td class="px-6 py-4">4h 23m</td> | |
| <td class="px-6 py-4"> | |
| <button class="text-blue-400 hover:text-blue-300">View</button> | |
| </td> | |
| </tr> | |
| <tr> | |
| <td class="px-6 py-4">TCN_Forex</td> | |
| <td class="px-6 py-4">Forex_Major_Pairs</td> | |
| <td class="px-6 py-4"><span class="px-2 py-1 bg-green-500 rounded-full text-xs">Completed</span></td> | |
| <td class="px-6 py-4">92.8%</td> | |
| <td class="px-6 py-4">3h 45m</td> | |
| <td class="px-6 py-4"> | |
| <button class="text-blue-400 hover:text-blue-300">View</button> | |
| </td> | |
| </tr> | |
| <tr> | |
| <td class="px-6 py-4">GRU_Crypto</td> | |
| <td class="px-6 py-4">Crypto_Market</td> | |
| <td class="px-6 py-4"><span class="px-2 py-1 bg-red-500 rounded-full text-xs">Failed</span></td> | |
| <td class="px-6 py-4">-</td> | |
| <td class="px-6 py-4">1h 12m</td> | |
| <td class="px-6 py-4"> | |
| <button class="text-blue-400 hover:text-blue-300">View</button> | |
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| </tr> | |
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| </table> | |
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| <p class="text-gray-400">Hiper Feature Pipeline Store v6.0 - Training Monitor</p> | |
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