Attention Is All You Need
The 2017 paper introducing the Transformer architecture. Recommended background reading for the machine learning reading group.
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Citation and Referencing Guide
How to cite books, journals and online sources correctly. Handout for students preparing coursework.
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Deep Residual Learning for Image Recognition
The ResNet paper. Foundational reading on training very deep neural networks.
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How to Read a Book — lecture
Recorded talk on analytical reading, covering the four levels of reading and how to approach dense texts.
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Meditations — full text
Marcus Aurelius, translated by George Long. Public domain, free to read online.
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Pride and Prejudice — full text
Complete public-domain text of Austen's novel, free to read online via Project Gutenberg.
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Reading Comprehension Strategies
A short guide to active reading, annotation and retention techniques for longer non-fiction.
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The Art of War — full text
Lionel Giles translation, public domain, free to read online via Project Gutenberg.
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