Quantum-Boltzmann-Machines

Quantum Restricted Boltzmann Machines based on the paper: https://arxiv.org/abs/1712.05304

Code modified from the author's code (https://github.com/MichaelBroughton/QABoM) to support the latest Forest apis and Python 3.x

Installation

Install Forest SDK version 2.23.0 from: https://qcs.rigetti.com/sdk-downloads
Start two screens/tmux sessions. Run qvm -S on the first screen and quilc -S on the second one.
Run the simple_demo jupyter notebook to get an understanding of the code.

Name		Name	Last commit message	Last commit date
Latest commit History 19 Commits
.gitignore		.gitignore
Analysis_complexity.ipynb		Analysis_complexity.ipynb
Analysis_hidden_states.ipynb		Analysis_hidden_states.ipynb
Analysis_noise.ipynb		Analysis_noise.ipynb
QRBM.pdf		QRBM.pdf
Quantum_Boltzmann_Machines.pdf		Quantum_Boltzmann_Machines.pdf
RBM_history.txt		RBM_history.txt
RBM_info.txt		RBM_info.txt
README.md		README.md
conda_requirements.yml		conda_requirements.yml
qRBM_final.py		qRBM_final.py
simple_demo.ipynb		simple_demo.ipynb