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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>The Tensor Cookbook</title> | ||
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| body { | ||
| font-family: Arial, sans-serif; | ||
| line-height: 1.6; | ||
| color: #333; | ||
| max-width: 800px; | ||
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| padding: 20px; | ||
| } | ||
| h1, h2 { | ||
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| </style> | ||
| </head> | ||
| <body> | ||
| <header> | ||
| <h1>The Tensor Cookbook</h1> | ||
| <p>by Thomas Dybdahl Ahle</p> | ||
| </header> | ||
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| <main> | ||
| <section> | ||
| <h2>About the Book</h2> | ||
| <p>The Tensor Cookbook is a comprehensive guide to tensors, using the visual language of tensor diagrams. It closely follows the legendary "Matrix Cookbook" while providing a new way to understand and appreciate tensor operations through diagrams.</p> | ||
| <p>This book covers a wide range of topics, including:</p> | ||
| <ul> | ||
| <li>Introduction to tensor diagrams</li> | ||
| <li>Simple and advanced derivatives</li> | ||
| <li>Statistics and probability</li> | ||
| <li>Kronecker and Vec operators</li> | ||
| <li>Special matrices and decompositions</li> | ||
| <li>Machine learning applications</li> | ||
| <li>And much more!</li> | ||
| </ul> | ||
| </section> | ||
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| <section> | ||
| <h2>Download the Book</h2> | ||
| <p>You can download the latest version of The Tensor Cookbook from the GitHub repository:</p> | ||
| <p><a href="https://github.com/thomasahle/tensorgrad/blob/main/paper/cookbook.pdf" target="_blank">Download The Tensor Cookbook (PDF)</a></p> | ||
| </section> | ||
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| <section> | ||
| <h2>About the Author</h2> | ||
| <p>Thomas Dybdahl Ahle is the author of The Tensor Cookbook. He is a researcher and expert in the field of tensor mathematics and its applications.</p> | ||
| <p>To learn more about Thomas and his work, visit his personal website:</p> | ||
| <p><a href="https://thomasahle.com/" target="_blank">thomasahle.com</a></p> | ||
| </section> | ||
| </main> | ||
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| <footer> | ||
| <p>© 2024 Thomas Dybdahl Ahle. All rights reserved.</p> | ||
| </footer> | ||
| </body> | ||
| </html> |