IgorSusmelj/pytorch-styleguide resource

Health v2 · maintenance only

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2017 stars · 174 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

An unofficial styleguide and best-practices document for writing PyTorch code, based on over a year of deep learning experience from a research and startup perspective. It covers Python style conventions, PyTorch tips, workflow recommendations, and reusable code snippets for common building blocks.

Use cases

• learn pytorch best practices
• how should I structure my pytorch project
• python naming conventions for deep learning code
• pytorch training loop style guide
• set up vs code for remote pytorch development
• code snippets for pytorch losses and layers
• improve my deep learning workflow

When to choose

• you are starting a new PyTorch project and want conventions to follow
• you want curated code snippets for common PyTorch building blocks like attention or perceptual loss
• you are onboarding a team to a shared PyTorch coding style

When to avoid

• you need an official or exhaustively maintained PyTorch reference
• you need runnable software or a library rather than a document
• you work primarily with other frameworks like TensorFlow or JAX

Facets

learning-resource · maturity maintenance

documentation deep-learning machine-learning deep-learning machine-learning tutorials developer-tools python pytorch styleguide best-practices coding-standards

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