tomepel/Technical_Book_DL
A pedagogical technical book written in LaTeX covering the three main neural network architectures with full mathematical derivations.
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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.
Frequently asked
- What is tomepel/Technical_Book_DL?
- A pedagogical technical book written in LaTeX covering the three main neural network architectures with full mathematical derivations.
- Is Technical_Book_DL open source?
- Yes — tomepel/Technical_Book_DL is an open-source project tracked on heatdrop.
- What language is Technical_Book_DL written in?
- tomepel/Technical_Book_DL is primarily written in TeX.
- How popular is Technical_Book_DL?
- tomepel/Technical_Book_DL has 1.4k stars on GitHub.
- Where can I find Technical_Book_DL?
- tomepel/Technical_Book_DL is on GitHub at https://github.com/tomepel/Technical_Book_DL.