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<title>AI Models - AlgoGenius TraderBot</title>
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<h1 class="text-lg font-semibold leading-6 text-gray-900">AI Trading Models</h1>
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<h2 class="text-lg font-medium text-gray-900">Available AI Models</h2>
<p class="mt-1 text-sm text-gray-500">These models power your trading strategies and analysis</p>
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<h3 class="text-lg leading-6 font-medium text-gray-900">Sentiment Analyzer</h3>
<p class="mt-1 text-sm text-gray-500">NLP Model</p>
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<span class="px-2 inline-flex text-xs leading-5 font-semibold rounded-full bg-green-100 text-green-800">Active</span>
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Analyzes market sentiment from news and social media to predict price movements.
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<div class="mt-6 grid grid-cols-2 gap-4">
<div>
<p class="text-sm font-medium text-gray-500">Accuracy</p>
<p class="mt-1 text-sm font-semibold text-gray-900">82.3%</p>
</div>
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<p class="text-sm font-medium text-gray-500">Version</p>
<p class="mt-1 text-sm font-semibold text-gray-900">3.2.1</p>
</div>
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<p class="text-sm font-medium text-gray-500">Last Trained</p>
<p class="mt-1 text-sm font-semibold text-gray-900">2 days ago</p>
</div>
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<p class="text-sm font-medium text-gray-500">Used By</p>
<p class="mt-1 text-sm font-semibold text-gray-900">5 strategies</p>
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<h3 class="text-lg leading-6 font-medium text-gray-900">Trend Predictor</h3>
<p class="mt-1 text-sm text-gray-500">LSTM Model</p>
</div>
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<span class="px-2 inline-flex text-xs leading-5 font-semibold rounded-full bg-green-100 text-green-800">Active</span>
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Predicts short-term price trends using historical price data and volume analysis.
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<div class="mt-6 grid grid-cols-2 gap-4">
<div>
<p class="text-sm font-medium text-gray-500">Accuracy</p>
<p class="mt-1 text-sm font-semibold text-gray-900">76.5%</p>
</div>
<div>
<p class="text-sm font-medium text-gray-500">Version</p>
<p class="mt-1 text-sm font-semibold text-gray-900">2.5.0</p>
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<p class="text-sm font-medium text-gray-500">Last Trained</p>
<p class="mt-1 text-sm font-semibold text-gray-900">1 week ago</p>
</div>
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<p class="text-sm font-medium text-gray-500">Used By</p>
<p class="mt-1 text-sm font-semibold text-gray-900">3 strategies</p>
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<h3 class="text-lg leading-6 font-medium text-gray-900">Volatility Scanner</h3>
<p class="mt-1 text-sm text-gray-500">CNN Model</p>
</div>
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<span class="px-2 inline-flex text-xs leading-5 font-semibold rounded-full bg-green-100 text-green-800">Active</span>
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<div class="mt-6">
<p class="text-sm text-gray-500">
Identifies periods of high volatility and potential breakout opportunities.
</p>
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<div class="mt-6 grid grid-cols-2 gap-4">
<div>
<p class="text-sm font-medium text-gray-500">Accuracy</p>
<p class="mt-1 text-sm font-semibold text-gray-900">71.8%</p>
</div>
<div>
<p class="text-sm font-medium text-gray-500">Version</p>
<p class="mt-1 text-sm font-semibold text-gray-900">1.8.2</p>
</div>
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<p class="text-sm font-medium text-gray-500">Last Trained</p>
<p class="mt-1 text-sm font-semibold text-gray-900">3 days ago</p>
</div>
<div>
<p class="text-sm font-medium text-gray-500">Used By</p>
<p class="mt-1 text-sm font-semibold text-gray-900">4 strategies</p>
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<h3 class="text-lg leading-6 font-medium text-gray-900">Risk Assessment</h3>
<p class="mt-1 text-sm text-gray-500">Random Forest</p>
</div>
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<span class="px-2 inline-flex text-xs leading-5 font-semibold rounded-full bg-yellow-100 text-yellow-800">Testing</span>
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<div class="mt-6">
<p class="text-sm text-gray-500">
Evaluates trade risk based on multiple factors and suggests position sizing.
</p>
</div>
<div class="mt-6 grid grid-cols-2 gap-4">
<div>
<p class="text-sm font-medium text-gray-500">Accuracy</p>
<p class="mt-1 text-sm font-semibold text-gray-900">68.4%</p>
</div>
<div>
<p class="text-sm font-medium text-gray-500">Version</p>
<p class="mt-1 text-sm font-semibold text-gray-900">0.9.5</p>
</div>
<div>
<p class="text-sm font-medium text-gray-500">Last Trained</p>
<p class="mt-1 text-sm font-semibold text-gray-900">5 days ago</p>
</div>
<div>
<p class="text-sm font-medium text-gray-500">Used By</p>
<p class="mt-1 text-sm font-semibold text-gray-900">1 strategy</p>
</div>
</div>
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<h3 class="text-lg leading-6 font-medium text-gray-900">Timing Model</h3>
<p class="mt-1 text-sm text-gray-500">Transformer</p>
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<span class="px-2 inline-flex text-xs leading-5 font-semibold rounded-full bg-green-100 text-green-800">Active</span>
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<div class="mt-6">
<p class="text-sm text-gray-500">
Optimizes trade entry and exit timing based on order flow analysis.
</p>
</div>
<div class="mt-6 grid grid-cols-2 gap-4">
<div>
<p class="text-sm font-medium text-gray-500">Accuracy</p>
<p class="mt-1 text-sm font-semibold text-gray-900">74.2%</p>
</div>
<div>
<p class="text-sm font-medium text-gray-500">Version</p>
<p class="mt-1 text-sm font-semibold text-gray-900">2.1.3</p>
</div>
<div>
<p class="text-sm font-medium text-gray-500">Last Trained</p>
<p class="mt-1 text-sm font-semibold text-gray-900">1 day ago</p>
</div>
<div>
<p class="text-sm font-medium text-gray-500">Used By</p>
<p class="mt-1 text-sm font-semibold text-gray-900">2 strategies</p>
</div>
</div>
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<h3 class="text-lg font-medium text-gray-900">Train New Model</h3>
<p class="mt-1 text-sm text-gray-500">Create a custom AI model for your trading needs</p>
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Start Training
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