Quantum Neural Networks in NISQ era

1. Introduction
2. Structure
3. Requirements

Introduction

Structure of the Project

graph TD

proj[Project] --> dat[data]

Requirements for Each Algorithm

Main environments for the whole project:

Term	Version	Command
python	3.10.16	conda create -n name python=3.10
torch	2.4.0+cu124	conda install pytorch==2.4.0 torchvision==0.19.0 torchaudio==2.4.0 pytorch-cuda=12.4 -c pytorch -c nvidia
numpy	`1.26.4	default by pennylane

Environment for each algorithm:

Package	Version	Command	Package
pennylane	>0.40.0	conda install -c conda-forge pennylane-lightning-gpu pip install --upgrade pennylane pip install --upgrade pennylane-lightning-gpu	qtransformer.py
transformers	4.50.3	pip install transformers	transformer_train.py
datasets	3.5.0	pip install datasets	transformer_train.py