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wheattoast11/methodology-functor

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App README

Methodology Functor — CARL

Live demo of typed methodology DAGs and structure-preserving functors between research domains. Two seeded sources (Nature 2026 vortex-qubit paper; Kuramoto 1975 synchronization) lift to CARL training with closure 1.000.

Source: zero-rl-pipeline/analysis/methodology_dag.py. This Space self-contains the demo subset.

Deploy

huggingface-cli login
huggingface-cli repo create methodology-functor --type space --space_sdk gradio
git clone https://huggingface.co/spaces/wheattoast11/methodology-functor
cp app.py requirements.txt README.md methodology-functor/
cd methodology-functor && git add -A && git commit -m "init: methodology-functor demo" && git push

Local

pip install -r requirements.txt && python app.py