An Implementation of Quantum Tensor Network for Variational Quantum Circuits
To run the experiments of PCA-VQC and TTN-VQC, please turn to our other repository at https://github.com/uwjunqi/Pretrained-TTN-VQC.git
The main dependencies include pytorch and torchquantum
pip3 install torchquantum
python qtn_vqc.py
Besides, the repo is associated with our new updated paper below
Jun Qi, Chao-Han Huck Yang, Pin-Yu Chen, "QTN-VQC: An End-to-End Learning Framework for Quantum Neural Networks," arXiv:2110.03861v3, in Submission.