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  1. Skills
  2. /
  3. zhanghandong
  4. /
  5. rust-skills
  6. /
  7. Domain Ml

Domain Ml

Editor's Note

This is your Layer 3 constraint reference for when you're building ML/AI apps in Rust and need to make the right tradeoffs. It maps domain rules like "large data means efficient memory" to concrete Rust implications like zero-copy views and streaming. The big win here is the decision matrix: it tells you tract for ONNX inference-only cases, candle or burn when you need training, tch-rs for PyTorch models. Includes patterns for model singletons with OnceLock and batched inference for GPU efficiency. The "trace down" section connects ML constraints to the right Layer 2 modules, so you're not guessing which skill to reach for when you need async data loading or lazy evaluation.

Install

npx skills add https://github.com/zhanghandong/rust-skills --skill domain-ml
Votes
0
Installs501
GitHub Stars1.1k
Categories
Frontend DevelopmentDevOps & CI/CDDocumentationData Science & MLProductivity & PlanningAutomation & WorkflowsRust
First SeenMay 16, 2026
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