Dive into Deep Learning ======================= .. raw:: html :file: frontpage.html .. toctree:: :maxdepth: 1 chapter_preface/index chapter_installation/index chapter_notation/index .. toctree:: :maxdepth: 2 :numbered: chapter_introduction/index chapter_preliminaries/index chapter_linear-regression/index chapter_linear-classification/index chapter_multilayer-perceptrons/index chapter_builders-guide/index chapter_convolutional-neural-networks/index chapter_convolutional-modern/index chapter_recurrent-neural-networks/index chapter_recurrent-modern/index chapter_attention-mechanisms-and-transformers/index chapter_optimization/index chapter_computational-performance/index chapter_computer-vision/index chapter_natural-language-processing-pretraining/index chapter_natural-language-processing-applications/index chapter_reinforcement-learning/index chapter_gaussian-processes/index chapter_hyperparameter-optimization/index chapter_generative-adversarial-networks/index chapter_recommender-systems/index chapter_appendix-mathematics-for-deep-learning/index chapter_appendix-tools-for-deep-learning/index .. toctree:: :maxdepth: 1 chapter_references/zreferences