.. raw:: html
   :file: frontpage.html

:maxdepth: 1

chapter_preface/index
chapter_installation/index
chapter_notation/index

: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

:maxdepth: 1

chapter_references/zreferences