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Dive into Deep Learning

Interactive deep learning book with code, math, and discussions. Implemented with PyTorch, NumPy/MXNet, JAX, and TensorFlow. Adopted at 500 universities from 70 countries. Forthcoming on Cambridge University Press. Chinese version is a bestseller.

SourceHacker News AIAuthor: moohaad
Dive into Deep Learning
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  • Interactive deep learning book with executable Jupyter notebooks for hands-on practice.
  • Supports four frameworks: PyTorch, NumPy/MXNet, JAX, and TensorFlow.
  • Adopted by over 500 universities in 70 countries, with active community support.
  • Continuously updated; new topics include reinforcement learning, Gaussian processes, and hyperparameter optimization.

Highlights and analysis are generated automatically and may contain errors. Check the original source.

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