Quantum Reservoir Computing

This folder contains:

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

Download the requirements.txt

Setup

Requires Python 3.10 or newer (tested with Python 3.14).

python3 -m venv .venv
source .venv/bin/activate
pip install -r requirements.txt

Then open the notebooks in Jupyter, e.g. with pip install jupyterlab && jupyter lab.

The notebook takes about 10–15 minutes to execute, mostly in the two quantum reservoirs.

• Quantum Reservoir Computing: Logistic map
  • 1. Setup
  • 2. Import the 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.