Deep learning framework (PyTorch Lightning). Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard), distributed training (DDP, FSDP, DeepSpeed), for scalable neural network training.
安装
npx skills add K-Dense-AI/scientific-agent-skills --skill pytorch-lightningnpx skills add K-Dense-AI/scientific-agent-skills --skill pytorch-lightning -a claude-code -gnpx skills add K-Dense-AI/scientific-agent-skills --skill pytorch-lightning -a codex -ggemini skills install https://github.com/K-Dense-AI/scientific-agent-skills.git --path scientific-skills/pytorch-lightninggh skill install K-Dense-AI/scientific-agent-skills pytorch-lightninggit clone --depth 1 https://github.com/K-Dense-AI/scientific-agent-skills /tmp/K-Dense-AI__scientific-agent-skills
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/K-Dense-AI__scientific-agent-skills/scientific-skills/pytorch-lightning ~/.claude/skills/pytorch-lightning # Claude Code
cp -R /tmp/K-Dense-AI__scientific-agent-skills/scientific-skills/pytorch-lightning ~/.agents/skills/pytorch-lightning # Codex, Cursor, Gemini CLI, Copilot, OpenCode