hiper-feature-pipeline / models.html
jsonet's picture
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 - Model Management</title>
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<span class="ml-2 text-xl font-bold">Hiper Feature Pipeline</span>
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<h1 class="text-4xl font-bold mb-4">Model Management</h1>
<p class="text-xl text-gray-300">Gestión y despliegue de modelos ONNX optimizados</p>
</div>
<!-- Model Cards Grid -->
<div class="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-6 mb-12">
<!-- Model Card 1 -->
<div class="glass-effect rounded-lg p-6" data-aos="fade-up" data-aos-delay="100">
<div class="flex justify-between items-start mb-4">
<div>
<h3 class="font-bold text-lg">LSTM_SP500_v2</h3>
<p class="text-sm text-gray-400">Financial Prediction</p>
</div>
<span class="px-2 py-1 bg-green-500 rounded-full text-xs">Deployed</span>
</div>
<div class="space-y-2 text-sm mb-4">
<div class="flex justify-between">
<span class="text-gray-400">Accuracy:</span>
<span>96.7%</span>
</div>
<div class="flex justify-between">
<span class="text-gray-400">Inference Time:</span>
<span>23ms</span>
</div>
<div class="flex justify-between">
<span class="text-gray-400">Size:</span>
<span>45.2 MB</span>
</div>
</div>
<div class="flex space-x-2">
<button class="flex-1 py-2 bg-blue-600 hover:bg-blue-700 rounded-lg text-sm">Details</button>
<button class="flex-1 py-2 bg-green-600 hover:bg-green-700 rounded-lg text-sm">Download</button>
</div>
</div>
<!-- Model Card 2 -->
<div class="glass-effect rounded-lg p-6" data-aos="fade-up" data-aos-delay="200">
<div class="flex justify-between items-start mb-4">
<div>
<h3 class="font-bold text-lg">Transformer_NASDAQ</h3>
<p class="text-sm text-gray-400">Market Analysis</p>
</div>
<span class="px-2 py-1 bg-yellow-500 rounded-full text-xs">Optimizing</span>
</div>
<div class="space-y-2 text-sm mb-4">
<div class="flex justify-between">
<span class="text-gray-400">Accuracy:</span>
<span>94.2%</span>
</div>
<div class="flex justify-between">
<span class="text-gray-400">Inference Time:</span>
<span>67ms</span>
</div>
<div class="flex justify-between">
<span class="text-gray-400">Size:</span>
<span>128.5 MB</span>
</div>
</div>
<div class="flex space-x-2">
<button class="flex-1 py-2 bg-blue-600 hover:bg-blue-700 rounded-lg text-sm">Details</button>
<button class="flex-1 py-2 bg-gray-700 hover:bg-gray-600 rounded-lg text-sm" disabled>Download</button>
</div>
</div>
<!-- Model Card 3 -->
<div class="glass-effect rounded-lg p-6" data-aos="fade-up" data-aos-delay="300">
<div class="flex justify-between items-start mb-4">
<div>
<h3 class="font-bold text-lg">TCN_Forex_Pro</h3>
<p class="text-sm text-gray-400">Currency Prediction</p>
</div>
<span class="px-2 py-1 bg-green-500 rounded-full text-xs">Deployed</span>
</div>
<div class="space-y-2 text-sm mb-4">
<div class="flex justify-between">
<span class="text-gray-400">Accuracy:</span>
<span>92.8%</span>
</div>
<div class="极狐-justify-between">
<span class="text-gray-400">Inference Time:</span>
<span>18ms</span>
</div>
<div class="flex justify-between">
<span class="text-gray-400">Size:</span>
<span>32.7 MB</span>
</div>
</div>
<div class="flex space-x-2">
<button class="flex-1 py-2 bg-blue-600 hover:bg-blue-700 rounded-lg text-sm">Details</button>
<button class="flex-1 py-2 bg-green-600 hover:bg-green-700 rounded-lg text-sm">Download</button>
</div>
</div>
</div>
<!-- Model Performance -->
<div class="glass-effect rounded-lg p-6 mb-12" data-aos="fade-up">
<h2 class="text-2xl font-bold mb-6">Model Performance Metrics</h2>
<div class="grid grid-cols-1 md:grid-cols-2 gap-6">
<div>
<h3 class="font-bold mb-4">Accuracy Comparison</h3>
<div class="space-y-3">
<div>
<div class="flex justify-between mb-1">
<span>LSTM_SP500_v2</span>
<span>96.7%</span>
</div>
<div class="w-full bg-gray-700 rounded-full h-2">
<div class="bg-green-500 h-2 rounded-full" style="width: 96.7%"></div>
</div>
</div>
<div>
<div class="flex justify-between mb-1">
<span>Transformer_NASDAQ</span>
<span>94.2%</span>
</div>
<极狐 class="w-full bg-gray-700 rounded-full h-2">
<div class="bg-blue-500 h-2 rounded-full" style="width: 94.2%"></div>
</div>
</div>
<div>
<div class="flex justify-between mb-1">
<span>TCN_Forex_Pro</span>
<span>92.8%</span>
</div>
<div class="w-full bg-gray-700 rounded-full h-2">
<div class="bg-purple-500 h-2 rounded-full" style="width: 92.8%"></div>
</div>
</div>
</div>
</div>
<div>
<h3 class="font-bold mb-4">Inference Speed (ms)</h3>
<div class="space-y-3">
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<div class="flex justify-between mb-1">
<span>LSTM_SP500_v2</span>
<span>23ms</span>
</div>
<div class="w-full bg-gray-700 rounded-full h-2">
<div class="bg-green-500 h-2 rounded-full" style="width: 70%"></div>
</div>
</div>
<div>
<div class="flex justify-between mb-1">
<span>Transformer_NASDAQ</span>
<span>67ms</span>
</div>
<div class="w-full bg-gray-700 rounded-full h-2">
<div class="bg-blue-500 h-2 rounded-full" style="width: 40%"></div>
</div>
</div>
<div>
<div class="flex justify-between mb-1">
<span>TCN_Forex_Pro</span>
<span>18ms</span>
</div>
<div class="w-full bg-gray-700 rounded-full h-2">
<div class="bg-purple-500 h-2 rounded-full" style="width: 85%"></div>
</div>
</div>
</div>
</div>
</div>
</div>
<!-- ONNX Export -->
<div class="glass-effect rounded-lg p-6" data-aos="fade-up">
<h2 class="text-2xl font-bold mb-6">Export to ONNX</h2>
<div class="grid grid-cols-1 md:grid-cols-2 gap-6 mb-6">
<div>
<label class="block text-sm font-medium mb-2">Select Model</label>
<select class="w-full bg-gray-800 border border-gray-700 rounded-lg p-3">
<option>LSTM_SP500_v2</option>
<option>Transformer_NASDAQ</option>
<option>TCN_Forex_Pro</option>
</select>
</div>
<div>
<label class="block text-sm font-medium mb-2">Optimization Level</label>
<select class="w-full bg-gray-800 border border-gray-700 rounded-lg p-3">
<option>Basic</option>
<option>Advanced</option>
<option>Maximum</option>
</select>
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<button class="w-full py-3 bg-green-600 hover:bg-green-700 rounded-lg font-medium">Export to ONNX</button>
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<p class="text-gray-400">Hiper Feature Pipeline Store v6.0 - Model Management</p>
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