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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>ML Nexus</title>
<link rel="stylesheet" href="/static/style.css">
<link rel="preconnect" href="https://fonts.googleapis.com">
<link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap" rel="stylesheet">
</head>
<body>
<div class="container">
<header>
<h1>ML Nexus</h1>
<p>Your one-stop hub for ML model inference.</p>
</header>
<nav class="model-selector">
<button id="sentiment-btn" class="model-btn active">Sentiment Analysis</button>
<button id="catdog-btn" class="model-btn">Cat & Dog Classifier</button>
<button id="housing-btn" class="model-btn">House Price Predictor</button>
</nav>
<main>
<!-- Sentiment Analysis Section -->
<div id="sentiment-section" class="model-section active">
<h2>Sentiment Analysis <span class="beta-tag">Beta</span></h2>
<p>Enter text to classify its sentiment (Bearish or Bullish). This model is in beta, and its accuracy may vary.</p>
<form id="sentiment-form">
<textarea id="sentiment-text" name="text" rows="4" placeholder="Enter text here..."></textarea>
<button type="submit">Predict Sentiment</button>
</form>
<div id="sentiment-result" class="result"></div>
</div>
<!-- Cat & Dog Classifier Section -->
<div id="catdog-section" class="model-section">
<h2>Cat & Dog Classifier</h2>
<p>Upload an image to classify it as a cat or a dog.</p>
<form id="catdog-form">
<input type="file" id="catdog-file" name="file" accept="image/*">
<div class="image-preview-container">
<img id="image-preview" src="#" alt="Image Preview" class="image-preview"/>
</div>
<button type="submit">Classify Image</button>
</form>
<div id="catdog-result" class="result"></div>
</div>
<!-- California Housing Price Predictor Section -->
<div id="housing-section" class="model-section">
<h2>California House Price Predictor</h2>
<p>Enter the details below to predict the median house value.</p>
<form id="housing-form">
<div class="form-grid">
<div class="form-group">
<label for="MedInc">Median Income</label>
<input type="number" step="any" id="MedInc" name="MedInc" placeholder="e.g., 8.3252" required>
</div>
<div class="form-group">
<label for="HouseAge">House Age</label>
<input type="number" step="any" id="HouseAge" name="HouseAge" placeholder="e.g., 41.0" required>
</div>
<div class="form-group">
<label for="AveRooms">Average Rooms</label>
<input type="number" step="any" id="AveRooms" name="AveRooms" placeholder="e.g., 6.9841" required>
</div>
<div class="form-group">
<label for="AveBedrms">Average Bedrooms</label>
<input type="number" step="any" id="AveBedrms" name="AveBedrms" placeholder="e.g., 1.0238" required>
</div>
<div class="form-group">
<label for="Population">Population</label>
<input type="number" step="any" id="Population" name="Population" placeholder="e.g., 322.0" required>
</div>
<div class="form-group">
<label for="AveOccup">Average Occupancy</label>
<input type="number" step="any" id="AveOccup" name="AveOccup" placeholder="e.g., 2.5555" required>
</div>
<div class="form-group">
<label for="Latitude">Latitude</label>
<input type="number" step="any" id="Latitude" name="Latitude" placeholder="e.g., 37.88" required>
</div>
<div class="form-group">
<label for="Longitude">Longitude</label>
<input type="number" step="any" id="Longitude" name="Longitude" placeholder="e.g., -122.23" required>
</div>
</div>
<button type="submit">Predict Price</button>
</form>
<div id="housing-result" class="result"></div>
</div>
</main>
<footer>
<p>© 2025 ML Nexus. All rights reserved.</p>
</footer>
</div>
<script src="/static/script.js"></script>
</body>
</html>
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