home/categories/machine-learning/lyndonkl-claude-skills-equivariant-architecture-designer-skill-md
machine-learningdata-ai

equivariant-architecture-designer

Use when you have validated symmetry groups and need to design neural network architecture that respects those symmetries. Invoke when user mentions equivariant layers, G-CNN, e3nn, steerable networks, building symmetry into model, or needs architecture recommendations for specific symmetry groups. Provides architecture patterns and implementation guidance.

lyndonkl
maintainer
lyndonkl
업데이트됨 12/16/2025
스타
11
포크
2
quick start

Installation and usage

Use when you have validated symmetry groups and need to design neural network architecture that respects those symmetries. Invoke when user mentions equivariant layers, G-CNN, e3nn, steerable networks, building symmetry into model, or needs architecture recommendations for specific symmetry groups. Provides architecture patterns and implementation guidance.

설치
$ install --globalskills.sh
사용법

설치 후 터미널에서 다음 명령을 실행하여 이 스킬을 사용할 수 있습니다:

skills use equivariant-architecture-designer