# Research Stack — Python dependencies # Install: pip install -r requirements.txt # Selective installs via pyproject.toml: pip install ".[quantum]" # Core numerical numpy>=1.24.0 scipy>=1.11.0 networkx>=3.1 pandas>=2.0.0 matplotlib>=3.7.0 # Braid VCN Encoder Pipeline reedsolo>=1.7.0 cryptography>=41.0.0 # QUBO-to-MIP bridge (HiGHS solver) highspy>=1.7.0 # AlphaProof loop (Ollama API) requests>=2.31.0 # Photonic quantum simulation (Perceval SLOS) perceval-quandela>=1.2.3 # Bosonic tensor networks quimb>=1.4.0 opt_einsum>=3.3.0 # QAOA adapter shims cirq>=1.3.0 qiskit>=1.0.0 qiskit-aer>=0.14.0 # GPU compute wgpu>=0.19.0 # Ray compute dispatch ray>=2.9.0 # Data & serialization xxhash>=3.4.0 pyserial>=3.5 # Database backends psycopg2-binary>=2.9.0 boto3>=1.28.0 gremlinpython>=3.7.0 pymysql>=1.1.0