Free online textbook on neural networks and deep learning, written in Chinese. Read the full book directly on the website.
Mindmap
mindmap
root((repo))
What it does
Online textbook
Neural networks
Deep learning
Content
Chinese language
Second edition
Qiu Xipeng author
Access
Web browser
Free to read
nndl.github.io
Audience
Students
Researchers
Learners
Things people build with this
USE CASE 1
Learn neural network fundamentals and deep learning theory from a comprehensive online textbook.
USE CASE 2
Reference mathematical concepts and algorithms for implementing neural networks.
USE CASE 3
Study deep learning in Chinese with detailed explanations and examples.
Tech stack
HTMLCSSJavaScript
Getting it running
Difficulty · easyTime to first run · 5min
License could not be detected automatically. Check the repository's LICENSE file before use.
In plain English
This repository hosts the website for the book "Neural Network and Deep Learning" (second edition), written by Qiu Xipeng in Chinese. It is a textbook covering neural networks and deep learning concepts, available online at nndl.github.io.
Copy-paste prompts
Prompt 1
I want to learn neural networks from scratch. What are the key chapters I should read first on this textbook?
Prompt 2
Show me how to implement the basic neural network concepts explained in this online book.
Prompt 3
What deep learning architectures and techniques does this textbook cover?