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Diving into deep learning

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  1. Prince, J. D. S. Understanding Deep Learning (MIT Press, 2024);

  2. Goodfellow, I., Bengio, Y. & Courville, A. Deep Learning (MIT Press, 2016);

  3. Géron, A. Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems edn 2 (O’Reilly, 2019).

  4. Nielsen, M. Neural Networks and Deep Learning 2nd edn (Springer, 2013);

  5. Shanmugamani, R. Deep Learning for Computer Vision: Expert Techniques to Train Advanced Neural Networks Using TensorFlow and Keras (Packt Publishing, 2018).

  6. Bishop, C. M. & Bishop, H. Deep Learning: Foundations and Concepts 1st edn (Springer, 2024).

  7. Xu, Y. et al. Adv. Neural Inf. Process. Syst. 35, 16782–16795 (2022).

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Correspondence to Ge Wang.

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Wang, G. Diving into deep learning. Nat Mach Intell 6, 502–503 (2024).

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