Neural Networks and Deep Learning (NNDL) book series resource

Health v2 · maintenance only

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19123 stars · 3681 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

The official repository for Qiu Xipeng's 'Neural Networks and Deep Learning' (Dandelion Book) series, hosting metadata and entry pages for the theory textbook (v2), a general-audience edition, and legacy v1 PDFs. It anchors a broader learning series including practice notebooks (PyTorch/Paddle) and an LLM/agents companion book at nndl.ai.

Use cases

• learn deep learning theory from scratch in Chinese
• study neural networks from perceptrons to transformers
• find a systematic textbook covering attention mechanisms
• get runnable PyTorch notebooks accompanying a deep learning course
• download free PDFs of a classic Chinese ML textbook
• prepare for university courses on neural networks and deep learning

When to choose

• you want a rigorous, math-grounding Chinese-language deep learning textbook
• you prefer structured learning paths with companion practice code
• you need free, openly available course material on neural networks

When to avoid

• you need a software library or framework for building models
• you want English-language material only
• you need the latest published v2 chapters before the 2026 print release

Facets

learning-resource · maturity active

deep-learning machine-learning nlp deep-learning machine-learning tutorials education cross-platform python textbook chinese neural-networks transformer attention-mechanism open-textbook qiu-xipeng natural-language-processing

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