README.md

Covalent Tutorials - QSITE 2023

Covalent x Pennylane tutorial notebook for QSITE 2023 (at University of Toronto).

Time Series Anomaly Detection with Quantum Variational Rewinding.

• See the original demo for Pennylane: Quantum detection of time series anomalies.

Setup

Clone this repository and create the conda environment from the environment.yml file:

git clone https://github.com/AgnostiqHQ/tutorials_covalent_qsite_2023.git
cd tutorials_variational_rewinding/quantum_variational_rewinding
conda env create -f environment.yml
conda activate QVR

Before dispatching to Covalent, make sure covalent is running

covalent start

Once you're finished, simply run

covalent stop

🔗 Links

• ⭐️ Covalent GitHub ⭐️

• 📺 Covalent Slack Channel

• 📚 Documentation

• 👩‍🏫 Tutorials

References

• Baker, Jack S., et al. "Quantum Variational Rewinding for Time Series Anomaly Detection." arXiv preprint arXiv:2210.16438 (2022).