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qash-qkdc-streamlit

streamlit ui for qash-qkdc (quantum key derivation circuits)

gaussian and fock features are commented out due to compatibility issues between streamlit-cloud and strawberryfields
- if running locally, you can uncomment lines 3,6,58-72 in main.py to take advantage of gaussian and fock backends
support for gradient calculation
single and double precision modes
google cirq simulator now supported
- options -> device -> cirq
gaussian hash circuit mode now available
- gaussian implementation using strawberryfields sdk
- options -> simulator -> gaussian
partial JIT implemented for superconductor circuit
- allows for faster performance

execute commands below...

git clone https://github.com/TimeMelt/qash-qkdc-streamlit.git
cd qash-qkdc-streamlit
pip install -r requirements.txt
streamlit run main.py

ui libraries provided by Streamlit
quantum libraries provided by PennyLane:
- PennyLane research paper:
  
  Ville Bergholm et al. PennyLane: Automatic differentiation of hybrid quantum-classical computations. 2018. arXiv:1811.04968
acceleration using JAX library:

jax2018github, author = {James Bradbury and Roy Frostig and Peter Hawkins and Matthew James Johnson and Chris Leary and Dougal Maclaurin and George Necula and Adam Paszke and Jake Vander{P}las and Skye Wanderman-{M}ilne and Qiao Zhang}, title = {{JAX}: composable transformations of {P}ython+{N}um{P}y programs}, url = {http://github.com/google/jax}, version = {0.3.13}, year = {2018},
GausQash quantum libraries provided by StrawberryFields:

Nathan Killoran, Josh Izaac, Nicolás Quesada, Ville Bergholm, Matthew Amy, and Christian Weedbrook. "Strawberry Fields: A Software Platform for Photonic Quantum Computing", Quantum, 3, 129 (2019).

Thomas R. Bromley, Juan Miguel Arrazola, Soran Jahangiri, Josh Izaac, Nicolás Quesada, Alain Delgado Gran, Maria Schuld, Jeremy Swinarton, Zeid Zabaneh, and Nathan Killoran. "Applications of Near-Term Photonic Quantum Computers: Software and Algorithms", Quantum Sci. Technol. 5 034010 (2020).