chenyuntc/pytorch-book resource

Health v2 · maintenance only

Adoption not part of the score

12846 stars · 3718 forks observed · 2026-08-28

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

A collection of PyTorch tutorials and companion code for the Chinese book '深度学习框架PyTorch：入门与实战', usable as a standalone PyTorch learning guide. It covers fundamentals (Tensor, autograd, nn), advanced topics (distributed training, CUDA extensions), and fun projects like anime face GAN generation, poem writing, style transfer, and CenterNet object detection.

Use cases

• learn pytorch from scratch
• pytorch tutorial with jupyter notebooks
• implement a gan to generate anime faces
• neural style transfer example code
• train char-rnn to write chinese poems
• learn distributed training in pytorch
• object detection with centernet implementation
• write custom cuda extensions for pytorch

When to choose

• you want a structured, book-quality introduction to PyTorch in Chinese
• you learn best from runnable Jupyter notebooks with explanations
• you want complete end-to-end deep learning project examples with pretrained models

When to avoid

• you need up-to-date code for the latest PyTorch versions (tested on 1.6-1.8)
• you need production-grade or maintained library code
• you need English-language tutorials

Facets

learning-resource · maturity maintenance

deep-learning machine-learning computer-vision nlp image-processing deep-learning machine-learning tutorials computer-vision python cross-platform pytorch jupyter-notebook tutorials gan neural-style-transfer char-rnn centernet image-captioning chinese textbook-companion natural-language-processing gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="chenyuntc/pytorch-book")