domains / families / research / architecture-design

architecture-design

separate

Use only when creating new registrable ML components that require Factory or Registry patterns.

When to use

• Creating a new Dataset class that needs `@register_dataset`
• Creating a new Model class that needs `@register_model`
• Creating a new module directory with `__init__.py` factory wiring
• Initializing a new ML project structure from scratch
• Adding new component types such as Augmentation, CollateFunction, or Metrics

When not to use

• Modifying existing functions or methods
• Fixing bugs in existing code
• Adding helper functions or utilities
• Refactoring without adding new registrable components
• Making simple code changes to a single file
• Modifying configuration files
• Reading or understanding existing code

Skill page

Source