Ray Data

zechenzhangAGI

Scalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images. Integrates with Ray Train, PyTorch, TensorFlow. Scales from single machine to 100s of nodes. Use for batch inference, data preprocessing, multi-modal data loading, or distributed ETL pipelines.

Install

npx skills add Orchestra-Research/AI-Research-SKILLs --skill ray-data

npx skills add Orchestra-Research/AI-Research-SKILLs --skill ray-data -a claude-code -g

npx skills add Orchestra-Research/AI-Research-SKILLs --skill ray-data -a codex -g

gemini skills install https://github.com/Orchestra-Research/AI-Research-SKILLs.git --path 05-data-processing/ray-data

gh skill install Orchestra-Research/AI-Research-SKILLs ray-data

git clone --depth 1 https://github.com/Orchestra-Research/AI-Research-SKILLs /tmp/Orchestra-Research__AI-Research-SKILLs
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/Orchestra-Research__AI-Research-SKILLs/05-data-processing/ray-data ~/.claude/skills/ray-data   # Claude Code
cp -R /tmp/Orchestra-Research__AI-Research-SKILLs/05-data-processing/ray-data ~/.agents/skills/ray-data   # Codex, Cursor, Gemini CLI, Copilot, OpenCode

Install

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