GitHub - mingusb/Liquid-State-Transformer: Research prototype combining explicit causal-attention kernels, continuous-valued sequence modeling and liquid-state criticality metrics. Built with PyTorch and Helion; includes Lorenz96 experiments and mathematical derivations.

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Liquid-State-Transformer

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Research prototype combining explicit causal-attention kernels, continuous-valued sequence modeling and liquid-state criticality metrics. Built with PyTorch and Helion; includes Lorenz96 experiments and mathematical derivations.

brianmingus.com/papers/liquid-criticality.pdf

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Name		Name	Last commit message	Last commit date
.gitignore		.gitignore
Makefile		Makefile
PROJECT_GUIDE.md		PROJECT_GUIDE.md
README.md		README.md
auditable_transformer.py		auditable_transformer.py
certification.tex		certification.tex
extract.py		extract.py
generate_plots.py		generate_plots.py
liquid_state_transformer.py		liquid_state_transformer.py
project-overview.png		project-overview.png
recreate_env.sh		recreate_env.sh
references.bib		references.bib