Characterizing the loss landscape of variational quantum circuits

By Patrick Huembeli and Alexandre Dauphin

The Example files contain all the code necessary to reproduce the Figures

The complex pytorch library comes from Qucumber https://github.com/PIQuIL/QuCumber

Name		Name	Last commit message	Last commit date
Latest commit History 40 Commits
.github/workflows		.github/workflows
docs		docs
vqc_loss_landscapes		vqc_loss_landscapes
.gitignore		.gitignore
CONTRIBUTING.md		CONTRIBUTING.md
Ex1_Train_Reuploading_Circuit_Pytorch.ipynb		Ex1_Train_Reuploading_Circuit_Pytorch.ipynb
Ex2_Train_pennylane_Hessian.ipynb		Ex2_Train_pennylane_Hessian.ipynb
Ex3_Hessian_vs_metric_tensor.ipynb		Ex3_Hessian_vs_metric_tensor.ipynb
LICENSE		LICENSE
MANIFEST.in		MANIFEST.in
README.md		README.md
index.ipynb		index.ipynb
settings.ini		settings.ini
setup.py		setup.py