Dive into Deep Learning

by Aston Zhang, Zachary C. Lipton, Mu Li & Alexander J. Smola

Interactive deep learning with code, linear networks, MLPs, CNNs, RNNs, attention mechanisms, transformers, and large-scale deployment on PyTorch and JAX. Full book.