pytorch/examples resource

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24015 stars · 9824 forks observed · 2026-08-28

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

A curated repository of short, high-quality PyTorch example projects covering vision, text, reinforcement learning, and distributed training. Each example is minimal and dependency-light, intended to be emulated in users' own work.

Use cases

• learn pytorch by example
• mnist image classification example code
• train a dcgan in pytorch
• pytorch distributed data parallel example
• reinforcement learning cartpole pytorch example
• word-level language model rnn transformer example
• neural style transfer pytorch implementation

When to choose

• you want short, curated, runnable PyTorch code to copy patterns from
• you need canonical examples of DDP/RPC distributed training
• you are learning deep learning concepts like VAEs, GANs, or RL with minimal dependencies

When to avoid

• you need full tutorials or step-by-step explanations (use pytorch/tutorials)
• you need production-ready recipes (use facebookresearch/recipes)
• you need pretrained models or a model hub (use PyTorch Hub or Hugging Face)

Facets

learning-resource · maturity active

machine-learning deep-learning computer-vision nlp reinforcement-learning deep-learning machine-learning computer-vision tutorials python cross-platform pytorch example-code mnist gan transformers distributed-training sample-code natural-language-processing

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For agents

markdown · JSON · MCP: product_card(name="pytorch/examples")