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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">
<meta name="description" content="Caleb's Python Projects - Machine learning, neural networks, and data processing applications">
<meta name="author" content="Caleb">
<title>Python Projects - Caleb's Portfolio</title>
<link href="base.css" rel="stylesheet"/>
<script type="text/javascript">
onload = function(){
document.getElementById("lastModified").innerHTML = "Last updated " + document.lastModified.split(" ")[0];
}
</script>
</head>
<body>
<a href="#main" class="skip-to-main">Skip to main content</a>
<nav aria-label="Main navigation">
<ul>
<li><a href="index.html">Home</a></li>
<li><a href="Websites.html">
<img src="websites1.jpg" alt="" aria-hidden="true" />
Web Projects
</a></li>
<li><a href="C%23Programs.html">
<img src="csharpPic.png" alt="" aria-hidden="true" />
C# Programs
</a></li>
<li><a href="Python.html" aria-current="page">
<img src="Python Logo.png" alt="" aria-hidden="true" />
Python Projects
</a></li>
</ul>
</nav>
<main id="main">
<h1>Python Projects</h1>
<p class="intro">Machine learning experiments and data processing applications</p>
<section aria-labelledby="about-python">
<h2 id="about-python">About These Projects</h2>
<p>My Python work focuses on machine learning, neural networks, and data processing. These projects represent my exploration into artificial intelligence and computational algorithms.</p>
<p>All Python source code is available on GitHub and can be run directly with Python 3. No downloads required - just clone and run!</p>
</section>
<section aria-labelledby="ml-projects">
<h2 id="ml-projects">Machine Learning Projects</h2>
<h3>Neural Networks</h3>
<ul>
<li>
<a href="https://github.com/calebhk98/Recurrent-Neural-Network" target="_blank" rel="noopener noreferrer">
<strong>Recurrent Neural Network</strong>
</a>
<p>A custom recurrent neural network implementation with a unique architecture. Unlike traditional RNNs, this network uses a 6-node design for each processing unit, allowing for more complex pattern recognition and temporal dependencies.</p>
<p><strong>Technologies:</strong> Python, NumPy, custom neural network architecture</p>
<p><strong>Status:</strong> Prototype/Experimental</p>
</li>
</ul>
<h3>Data Processing & Algorithms</h3>
<ul>
<li>
<a href="https://github.com/calebhk98/Python-Job-Dating" target="_blank" rel="noopener noreferrer">
<strong>Job Dating System</strong>
</a>
<p>An intelligent matching system designed to pair people with suitable jobs based on skills, preferences, and requirements. Uses algorithmic matching to optimize person-to-job fit.</p>
<p><strong>Technologies:</strong> Python, matching algorithms, data structures</p>
<p><strong>Status:</strong> In Development</p>
</li>
</ul>
</section>
<section aria-labelledby="learning-python">
<h2 id="learning-python">Skills Developed</h2>
<p>Through these Python projects, I've gained experience in:</p>
<ul>
<li>Neural network design and implementation</li>
<li>Machine learning fundamentals</li>
<li>Algorithm development and optimization</li>
<li>NumPy and scientific computing libraries</li>
<li>Data structures and efficient processing</li>
<li>Mathematical modeling and computation</li>
</ul>
</section>
<section aria-labelledby="future-projects">
<h2 id="future-projects">Future Directions</h2>
<p>I'm planning to expand my Python portfolio with:</p>
<ul>
<li>Deep learning frameworks (TensorFlow, PyTorch)</li>
<li>Computer vision applications</li>
<li>Natural language processing projects</li>
<li>Data visualization and analytics tools</li>
<li>API development with Flask or FastAPI</li>
</ul>
</section>
</main>
<footer>
<p>Built with passion by Caleb | <a href="https://github.com/calebhk98" target="_blank" rel="noopener noreferrer">GitHub</a> | <a href="index.html">Back to Home</a></p>
<span id="lastModified"></span>
</footer>
</body>
</html>