This repository contains source files for a technical textbook on deep learning, covering feedforward, convolutional, and recurrent neural networks. It provides detailed explanations of fundamental building blocks, derives forward pass computations, and presents update rules for the backpropagation algorithm in full mathematical detail. The repository includes both PDF output and all LaTeX source files for compilation.