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PROtein — HQIV protein folding

First-principles protein structure from Horizon-centric Quantum Information and Vacuum (HQIV). No ML, no PDB statistics, no empirical force fields. Formal definitions and proofs live in hqiv-lean.

License: MIT with an explicit government-use restriction — see LICENSE and GOVERNMENT_USE.md. PyPI metadata includes the same notice.

Documentation

https://disregardfiat.github.io/protein_folder/ — theory (with Lean links), installation, API (mkdocstrings), benchmarks, contributing, live demo.

Build locally: pip install -e ".[dev]" then mkdocs serve.

Install

pip install "protein-folder[full]"

Extras: tpu (JAX), grading (pandas), demo (Streamlit + Flask stack). Editable clone:

git clone https://github.com/disregardfiat/protein_folder.git && cd protein_folder
python -m venv .venv && source .venv/bin/activate
pip install -e ".[dev]"

Docker: docker build -t protein-folder:cpu . — see Dockerfile and Dockerfile.tpu.

Quick API

from horizon_physics.proteins import minimize_full_chain, full_chain_to_pdb

result = minimize_full_chain("MKFLNDR", include_sidechains=True)
print(full_chain_to_pdb(result))

Package layout: src/horizon_physics/ (import name unchanged). Tests: tests/. CASP-style server: casp_server.py at repo root.

Live demo

pip install "protein-folder[demo]"
protein-folder-streamlit

Citation

HQIV framework (academic request in LICENSE): Zenodo.

Repository layout (high level)

Path Role
src/horizon_physics/proteins/ Folding pipeline, energy, tunnel, CASP hooks
tests/ Pytest + Hypothesis
docs/ MkDocs site sources
scripts/ CASP grading / benchmark drivers

Details: documentation site and src/horizon_physics/proteins/README.md.

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