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AQSE Hackathon Prototype

This is a ready-to-run Adaptive Quantum Sampling Engine (AQSE) demo optimized for hackathon / presentation.

What's included

  • AQSE controller: SPSA optimizer, surrogate (RF ensemble + calibration), shot allocation, pruning.
  • Simulator-only analytic measurement (no Qiskit required). Works fast for up to ~6 qubits.
  • Streamlit UI for interactive demos, CSV export.

Quick setup (recommended - minimal)

  1. Create a project directory and paste all files.
  2. Create virtualenv & install: 
    python -m venv .venv
source .venv/bin/activate    # Windows: .venv\\Scripts\\activate
pip install -r requirements.txt