TingsongYu/PyTorch_Tutorial resource

Health v2 · maintenance only

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Adoption not part of the score

8011 stars · 1742 forks observed · 2026-08-28

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

Companion code repository for the Chinese-language book 'PyTorch Model Training Practical Tutorial' (《Pytorch模型训练实用教程》), containing runnable Python examples for training deep learning models with PyTorch. A second edition with additional CV, NLP, and LLM projects plus ONNX/TensorRT deployment content is available as an open-source online book.

Use cases

• learn pytorch model training from scratch
• pytorch tutorial with example code
• understand pytorch training loop and weight initialization
• hands-on deep learning examples in python
• learn to deploy pytorch models with onnx and tensorrt
• pytorch tutorial for beginners in chinese
• practice building and training neural networks with pytorch

When to choose

• you want structured, book-style guidance for learning PyTorch model training
• you prefer Chinese-language deep learning tutorials with runnable code
• you want example projects spanning computer vision, NLP, and LLMs
• you need an introduction to model inference deployment with ONNX and TensorRT

When to avoid

• you need a production-ready training framework or library rather than tutorial code
• you require up-to-date PyTorch APIs - the original code targets PyTorch 0.4/1.0
• you need a maintained, licensed codebase for commercial use - the repo has no license
• you want English-language documentation

Facets

learning-resource · maturity maintenance

machine-learning deep-learning developer-tools deep-learning machine-learning tutorials computer-vision python cross-platform windows pytorch tutorial model-training deep-learning-course chinese-language sample-code onnx tensorrt natural-language-processing macos linux

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