Quantum Reservoir Computing

This folder contains:

• Logistic map.ipynb - explains how to use quantum computers to predict time series

• Quantum Reservoir Computing: Logistic map
  • 1. Install and import (quantum)reservoirpy if needed
  • 2. Import other necessary modules
  • 3. We want to “learn” the logistic map from observations.
  • 4. The setup
  • 5. Helper functions to fit the model and run predictions
  • 6. Fit the model with linear regression and run the predictions
  • 7. Plot the predictions
  • 8. Poincaré plot to see how well the logistic map was learned.