quantum-neural-network

There are 2 repositories under quantum-neural-network topic.

mit-han-lab / torchquantum
A PyTorch-based framework for Quantum Classical Simulation, Quantum Machine Learning, Quantum Neural Networks, Parameterized Quantum Circuits with support for easy deployments on real quantum computers.
pytorch-quantum quantum quantum-machine-learning neural-network machine-learning quantum-computing pytorch deep-learning system ml-for-systems quantum-simulation quantum-neural-network parameterized-quantum-circuit
Language:Jupyter Notebook 1212
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)
image-classification quantum-computing quantum-machine-learning quantum-neural-networks cnn mnist mnist-classification pytorch quantum-neural-network
Language:Jupyter Notebook 8
ArunSehrawat / Variational_Quantum_Algorithms_for_Quadratic_Unconstrained_Binary_Optimization_using_PyTorch
optimization pytorch quantum-algorithms quantum-chemistry quantum-computing quantum-machine-learning qubo variational-quantum-eigensolver combinatorial-optimization parametrized-quantum-gates quantum-neural-network
Language:Jupyter Notebook 3
ArunSehrawat / Image_classification_with_CNN_and_QNN
classification cnn computer-vision image-classification lenet-5 mnist-classification mnist-classification-logistic mnist-dataset mnist-handwriting-recognition pytorch quantum quantum-algorithms quantum-computing quantum-machine-learning quantum-neural-network quantum-neural-networks
Language:Jupyter Notebook 2