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<!DOCTYPE html>
<html>
<head>
<meta charset="UTF-8" />
<meta http-equiv="X-UA-Compatible" content="IE=Edge" />
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>Chronos2 Forecasting</title>
<!-- Office JavaScript API -->
<script type="text/javascript" src="https://appsforoffice.microsoft.com/lib/1/hosted/office.js"></script>
<!-- Estilos -->
<link rel="stylesheet" href="taskpane.css" />
</head>
<body>
<div class="container">
<!-- Header -->
<header class="header">
<h1>🔮 Chronos2 Forecasting</h1>
<p class="subtitle">AI-Powered Time Series Forecasting</p>
</header>
<!-- Status del servidor -->
<div class="status-card">
<div class="status-indicator" id="serverStatus">
<span class="dot"></span>
<span id="statusText">Checking server...</span>
</div>
</div>
<!-- Tabs -->
<div class="tabs">
<button class="tab active" onclick="showTab('basic')">Basic</button>
<button class="tab" onclick="showTab('multi')">Multi-Series</button>
<button class="tab" onclick="showTab('covariates')">Covariates</button>
<button class="tab" onclick="showTab('scenarios')">Scenarios</button>
</div>
<!-- Tab 1: Funciones Básicas -->
<div id="tab-basic" class="tab-content active">
<div class="card">
<h2>📊 Univariate Forecast</h2>
<p>Select a range with your time series data</p>
<div class="form-group">
<label>Prediction Length:</label>
<input type="number" id="predictionLength" value="7" min="1" max="365" />
</div>
<div class="form-group">
<label>Frequency:</label>
<select id="frequency">
<option value="D">Daily</option>
<option value="W">Weekly</option>
<option value="M">Monthly</option>
<option value="H">Hourly</option>
<option value="Q">Quarterly</option>
</select>
</div>
<button class="btn btn-primary" onclick="forecastUnivariate()">
🚀 Generate Forecast
</button>
</div>
<div class="card">
<h2>🔍 Anomaly Detection</h2>
<p>Detect outliers in your data</p>
<div class="form-group">
<label>Context Length:</label>
<input type="number" id="contextLength" value="20" min="5" />
</div>
<div class="form-group">
<label>Recent Points:</label>
<input type="number" id="recentPoints" value="7" min="1" />
</div>
<button class="btn btn-secondary" onclick="detectAnomalies()">
🔍 Detect Anomalies
</button>
</div>
<div class="card">
<h2>📈 Backtest</h2>
<p>Evaluate model accuracy</p>
<div class="form-group">
<label>Test Length:</label>
<input type="number" id="testLength" value="7" min="1" />
</div>
<button class="btn btn-secondary" onclick="runBacktest()">
📈 Run Backtest
</button>
</div>
</div>
<!-- Tab 2: Multi-Series -->
<div id="tab-multi" class="tab-content">
<div class="card">
<h2>📊 Multi-Series Forecast</h2>
<p>Select data with multiple series (ID column + values)</p>
<div class="info-box">
<strong>Expected format:</strong><br>
Column A: Series ID<br>
Column B: Date<br>
Column C: Value
</div>
<div class="form-group">
<label>Prediction Length:</label>
<input type="number" id="multiPredLength" value="7" min="1" />
</div>
<button class="btn btn-primary" onclick="forecastMultiSeries()">
🚀 Forecast All Series
</button>
</div>
</div>
<!-- Tab 3: Covariates -->
<div id="tab-covariates" class="tab-content">
<div class="card">
<h2>🎯 Forecast with Covariates</h2>
<p>Include explanatory variables (price, promotions, etc.)</p>
<div class="info-box">
<strong>Expected format:</strong><br>
Col A: Date<br>
Col B: Target variable<br>
Col C+: Covariates (price, promo, etc.)<br>
<br>
Future rows: Only covariates filled
</div>
<div class="form-group">
<label>Prediction Length:</label>
<input type="number" id="covPredLength" value="7" min="1" />
</div>
<div class="form-group">
<label>Covariate Columns:</label>
<input type="text" id="covariateNames" value="price,promotion,temperature"
placeholder="comma-separated names" />
</div>
<button class="btn btn-primary" onclick="forecastWithCovariates()">
🎯 Generate Forecast
</button>
</div>
<div class="card">
<h2>🎲 What-If Scenarios</h2>
<p>Compare multiple scenarios</p>
<div class="form-group">
<label>Number of Scenarios:</label>
<input type="number" id="numScenarios" value="3" min="1" max="10" />
</div>
<button class="btn btn-secondary" onclick="generateScenarios()">
🎲 Generate Scenarios
</button>
</div>
</div>
<!-- Tab 4: Scenarios -->
<div id="tab-scenarios" class="tab-content">
<div class="card">
<h2>🔮 Multivariate Forecast</h2>
<p>Multiple target variables simultaneously</p>
<div class="info-box">
<strong>Expected format:</strong><br>
Col A: Date<br>
Col B+: Multiple targets (sales, returns, stock, etc.)
</div>
<div class="form-group">
<label>Prediction Length:</label>
<input type="number" id="multivarPredLength" value="7" min="1" />
</div>
<div class="form-group">
<label>Target Columns:</label>
<input type="text" id="targetColumns" value="sales,returns,stock"
placeholder="comma-separated column names" />
</div>
<button class="btn btn-primary" onclick="forecastMultivariate()">
🔮 Generate Forecast
</button>
</div>
</div>
<!-- Log de resultados -->
<div class="results-card">
<h3>📋 Results</h3>
<div id="results" class="results-log">
Ready to forecast...
</div>
</div>
<!-- Footer -->
<footer class="footer">
<p>Powered by Amazon Chronos-2 🤖</p>
<p class="version">v2.1.0 - Full Featured</p>
</footer>
</div>
<!-- Scripts -->
<script src="taskpane.js"></script>
</body>
</html>
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