Shypd.aiThe largest open index of AI toolsTechnical_Book_DL is an open-source research and education tool that provides a technical explanation of common neural network architectures. It details feedforward, convolutional, and recurrent networks, including their fundamental building blocks and backpropagation algorithms.
Trending
About
Technical_Book_DL is a comprehensive technical book on deep learning, offering a pedagogical approach to understanding the three most common neural network architectures: Feedforward, Convolutional, and Recurrent. For each architecture, the book meticulously details its fundamental building blocks. It then proceeds to derive the forward pass and the complete update rules for the backpropagation algorithm, providing a thorough understanding for students and AI enthusiasts. The entire document is available as a downloadable PDF, with all figures and LaTeX source files also provided in the repository for compilation. This resource is particularly valuable for those who prefer detailed, indexed formulas over abstract matrix formulations, ensuring a precise grasp of the underlying mechanics.
Capabilities
Pricing & Plans
Open Source
Free
FAQs
Trending
