xanaduai/expressive_power_of_quantum_models

This repository contains the source code necessary to reproduce the figures and simulation results of the url[paper](XXX) "The effect of data encoding on the expressive power of variational quantum machine learning models" by Maria Schuld, Ryan Sweke and Johannes Jakob Meyer.

expressive_power_of_quantum_models's Issues

Checking for 2D regression

Hello and Thanks for sharing your code!
I just have started with playing your code in order to better understand the effect of data encoding.
As an experiment I would like to try it for 2d regression, however I obtained some errors. Hence I would like to ask is changing function S(x) to S(x,t) is possible? Or do I need other encoding function for 2d case?
Thank you in advance.

issue regarding module 'pennylane.numpy' has no attribute 'complex'

Hello! Thank you for sharing your code! How this issue can be solved? Thank you in advance