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Published 20 hours ago • verified publisher icon XanaduAI

Forex/COVID Forecasting with Variational Quantum AutoRegressive (VQAR)

Open toshi-koike-akino opened this issue 3 years ago • 1 comments

Team Name:

talll

Project Description:

We demonstrate a variational quantum autoregressive (VQAR) model to forecast stochastic data trends, including foreign exchange rates (forex) and COVID-19 cases. Our VQAR with a sufficient memory can predict data trends.

Presentation:

An explanatory presentation of our team’s hackathon project is found in README.md and a brief slideshow therein.

Source code:

The final source code for our team's hackathon project is found at GitHub.

Which challenges/prizes would you like to submit your project for?

  • Quantum Finance Challenge
  • Amazon Braket Challenge
  • IBM Qiskit Challenge
  • Google Quantum AI Research Challenge
  • Quantum Chemistry Challenge: goods
  • Bio-QML Challenge: swag package

toshi-koike-akino avatar Feb 25 '22 20:02 toshi-koike-akino

Thank you for your submission! There's still time to populate your submission with code, presentation material, etc. Please make any final adjustments before the deadline tonight at 17h00 EST!

Good luck!

isaacdevlugt avatar Feb 25 '22 20:02 isaacdevlugt