TingsongYu/PyTorch-Tutorial-2nd resource

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

4584 stars · 491 forks observed · 2026-08-28

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

A free open-source Chinese-language book and companion Jupyter Notebook codebase teaching PyTorch from basics through CV, NLP, and LLM applications to inference deployment with ONNX and TensorRT. It is structured in three parts: PyTorch fundamentals, industry application projects, and production deployment including PTQ/QAT quantization.

Use cases

• learn pytorch from scratch
• pytorch tutorial for beginners
• learn deep learning with practical projects
• object detection with yolov5 tutorial
• deploy pytorch models with onnx and tensorrt
• fine-tune and run open-source llms like qwen
• learn model quantization ptq and qat
• study transformer bert and gpt models

When to choose

• you want a structured, project-driven path from PyTorch basics to deployment
• you prefer Chinese-language learning materials with runnable Jupyter Notebook code
• you need coverage of CV, NLP, and LLM tasks in one resource
• you want to learn inference optimization with ONNX, TensorRT, and quantization

When to avoid

• you need an English-language textbook
• you want a maintained software library rather than educational material
• you need a formal certification or instructor-led course
• you already need only advanced research-level material beyond engineering practice

Facets

learning-resource · maturity active

machine-learning deep-learning computer-vision nlp llm-inference data-visualization developer-tools deep-learning machine-learning computer-vision large-language-models tutorials education python cross-platform pytorch tutorial jupyter-notebook onnx tensorrt model-quantization yolov5 qwen transformer model-deployment chinese-language natural-language-processing gpu

Member repositories

For agents

markdown · JSON · MCP: product_card(name="TingsongYu/PyTorch-Tutorial-2nd")