The Little Book of Linear Algebra(github.com)
419 points by scapbi | 104 comments
GitHub repository hosting The Little Book of Linear Algebra, a short free textbook available as PDF, EPUB, and LaTeX source.
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Understanding Deep Learning(udlbook.github.io)
347 points by georgehill | 79 comments
Homepage for Simon J.D. Prince's book Understanding Deep Learning (MIT Press, 2023), offering a free draft PDF of chapters 1-21 under a CC license.
Mathematical Introduction to Deep Learning: Methods, Implementations, and Theory(arxiv.org)
412 points by Anon84 | 132 comments
arXiv listing for a book by Jentzen, Kuckuck, and von Wurstemberger giving a mathematically rigorous introduction to deep learning methods, implementations, and theory.
Deep Learning Is Not So Mysterious or Different(arxiv.org)
445 points by wuubuu | 112 comments
arXiv paper by Andrew Gordon Wilson arguing deep learning generalization phenomena like benign overfitting and double descent are explainable by soft inductive biases.
FunSearch: Making new discoveries in mathematical sciences using LLMs(deepmind.google)
341 points by reqo | 79 comments
Google DeepMind blog post introducing FunSearch, a method that uses large language models to make new discoveries in mathematical sciences.
Artificial intelligence is losing hype(economist.com)
453 points by bx376 | 663 comments
An Economist Free exchange column arguing that artificial intelligence is losing hype and asking whether that signals the technology will eventually succeed.