Deep Learning: Architectures and Methods

Recent Changes

• 2022-11-07 dlam: convert gaussian.pdf to dark
• 2022-10-18 Dark mode (re) (#15)
• 2022-09-20 some fixes for DLAM (#16)
• 2021-11-08 Fix DLAM summary.
• 2021-11-08 Unified figure generation.
• 2021-08-02 DLAM: Finished chapter “Probabilistic Graphical Models”.
• 2021-08-02 DLAM: Finished chapter “Generative Models”.
• 2021-08-01 DLAM: Finished chapter “Attention and Transformers”.
• 2021-08-01 DLAM: Finished chapter “Natural Language Processing”.
• 2021-07-31 DLAM: Finished chapter “Recurrent Neural Networks”.
• 2021-07-31 DLAM: Finished chapter “COnvolutional Neural Networks” and “Computer Vision Tasks”.
• 2021-07-30 DLAM: Finished chapter “Training Neural Networks”.
• 2021-07-28 DLAM: Finished chapter “Backpropagation”.
• 2021-07-28 DLAM: Finished chapter “Optimization”.
• 2021-07-26 DLAM: Finished chapter “Introduction”.
• 2021-07-26 DLAM: Removed appendix.
• 2021-07-20 DLAM: TeX Skeleton.
• 2021-07-20 DLAM: Planning.