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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">
<link rel="stylesheet" href="./style.css">
<title>RichTools | ML.c</title>
</head>
<body>
<div class="container">
<a href="/">back</a>
<h1>Machine Learning in C?</h1>
<p>Python is ok, but something about the <code>import torch.nn as nn</code> blackbox just doesn't sit right with me.</p>
<p>I would rather understand the inner workings of the tools I use.</p>
<ul>
<li>
<input type="checkbox" checked>
<label><a href="/articles/neuralnet.html">A Simple Neural Network</a></label>
</li>
<li>
<input type="checkbox">
<label>Recurrent Neural Networks (RNN)</label>
</li>
<li>
<input type="checkbox">
<label>Long Short Term Memory (LSTM)</label>
</li>
<li>
<input type="checkbox">
<label>Decision Trees and Random Forest</label>
</li>
<li>
<input type="checkbox">
<label>K-Means and K-Nearest Neighbors (KNN)</label>
</li>
<li>
<input type="checkbox">
<label>Support Vector Machines (SVM)</label>
</li>
<li>
<input type="checkbox">
<label>Naive Bayes Classifier</label>
</li>
<li>
<input type="checkbox">
<label>Natural Language Processing (NLP)</label>
</li>
<li>
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<label>A Simple LLM (Transformer Architecture)</label>
</li>
<li>
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<label>Computer Vision</label>
</li>
</ul>
<p>I'm sure I'm missing a few, but these are the big ones.</p>
<i>In the future split this into different categories.</i>
<h2>Implementing Papers</h2>
<li>
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<label>Attention is all You Need</label>
</li>
<li>
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<label>BERT</label>
</li>
<li>
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<label>Mixture of Experts</label>
</li>
<li>
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<label><a href="https://blog.briankitano.com/llama-from-scratch/">Llama</a></label>
</li>
<li>
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<label>GPT2</label>
</li>
<li>
<input type="checkbox">
<label>Word2Vec</label>
</li>
</div>
</body>
</html>