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
Обновлено 12/16/2025
Звёзды
11
Форки
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.

Установка
$ install --globalskills.sh
Использование

После установки вы можете использовать этот skill, выполнив следующую команду в терминале:

skills use equivariant-architecture-designer