d2l-pytorch-notebooks/index.ipynb

Dive into Deep Learning

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

:begin_tab:toc

• chapter_preface/index
• chapter_installation/index
• chapter_notation/index :end_tab:

:begin_tab:toc

• 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 :end_tab:

:begin_tab:toc

• chapter_references/zreferences :end_tab: