quantum-neural-networks 开源项目推荐（66 个）

artix41 /awesome-quantum-ml

精选的量子机器学习精彩论文和资源列表

Winter-Soren /quantum-ml-handbook

This repository consists of documentation regarding quantum machine learning (QML), covering both beginner's guides and advanced topics.

dohun-qml /quantum-neural-network

Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit

LWKJJONAK /Quantum_Neural_Network_Classifiers

Codes for efficiently implementing quantum neural network classifiers

ericardomuten /qml-vqa-library

A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum algorithms, tensor networks, and classical machine learning applications in quantum systems.

SaashaJoshi /piQture

piQture: A quantum machine learning library for image processing.

instance01 /qubo-nn

Classifying, auto-encoding and reverse-engineering QUBO matrices

BoltzmannEntropy /QMLDocker

A docker container for quantum machine learning (QML) research

ericardomuten /quantum_image_classifier

A repository for finishing my undergraduate thesis titled: Quantum Image Classifier Design with Data Re-uploading Quantum Convolution and Data Re-uploading Classifier Scheme.

AishSweety /hybrid-quantum-classical-models-for-image-classification

Reimplementing the hybrid quantum-classical models from the paper "Quantum machine learning for image classification" by Arsenii Senokosov et al (https://arxiv.org/pdf/2304.09224.pdf)

alejomonbar /Quantum-Supply-Chain-Manager

The quantum supply chain manager is a quantum solution for logistics problems. We use the power of quantum machine learning for product [backorder](https://www.investopedia.com/terms/b/backorder.asp) prediction and quantum optimization for finding the best route to pick those products with high demand to store them in strategic warehouses. With …

qlan3 /QuantumExplorer

A quantum reinforcement learning framework based on PyTorch and PennyLane.

AgnostiqHQ /Quantum-Variational-Rewinding

Covalent demonstration of the QVR algorithm using a cryptocurrency time series use case

Qentora /quoptuna

Fairness-aware, explainable AutoML for quantum + classical ML — 21 models, one Optuna search, SHAP & AI reports. uvx quoptuna

ArunSehrawat /Image_classification_with_CNN_and_QNN

该项目在 GitHub 上没有填写描述

amacaluso /Quantum-Single-Layer-Perceptron

This repository contains the code to reproduce the results in the paper A Variational algorithm for Quantum Neural Networks, accepted in the International Conference on Computational Science 2020, Quantum Computing track.

zhenhouhong /QCNN-Fold

Qauntum convolutional neural network in protein distance prediction.

themisvaltinos /Quantum-Neural-Networks

Implementations of quantum circuits for Quantum Neural Networks with Qutrits

mballarin97 /mps_qnn

Entanglement characterization of variational quantum circuits using a Matrix Product State simulator and qiskit.

Farquhar13 /QNN-Gen

Framework and paper for quantum machine learning ansatzë