DicksonWu654 / QCNNs
☆18Updated 4 years ago
Alternatives and similar repositories for QCNNs
Users that are interested in QCNNs are comparing it to the libraries listed below
Sorting:
- Repository containing code for my learning of classical and quantum machine learning. Includes a variational quantum classifier, fully-co…☆13Updated 3 years ago
- Exploring QCNNs for Classifying Phases of Matter☆55Updated 4 months ago
- ☆26Updated 4 years ago
- A repository for finishing my undergraduate thesis titled: Quantum Image Classifier Design with Data Re-uploading Quantum Convolution and…☆31Updated 2 years ago
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆79Updated last year
- DRA-chaos / Quantum-Classical-Hyrid-Neural-Network-for-binary-image-classification-using-PyTorch-Qiskit-pipelineQuantum Hybrid Neural Network model for image classification☆20Updated last year
- Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit☆76Updated 4 years ago
- Qlassifier: Classical-Quantum Hybrid Convolutional Neural Network☆11Updated 2 years ago
- Exploring learnability and optimal hyperparameters of various quantum generative adversarial networks and quantum neural networks using P…☆27Updated 3 years ago
- Reimplementing the hybrid quantum-classical models from the paper "Quantum machine learning for image classification" by Arsenii Senokoso…☆26Updated last year
- A Google Summer of Code 2021 Project Repository. This project aims to demonstrate quantum machine learning's potential, specifically Quan…☆33Updated 6 months ago
- ☆25Updated 4 years ago
- MC-QCNN: Multi-Channel Quantum Convolutional Neural Network☆13Updated last year
- The official code repository for "Variational Quanvolutional Neural Networks with enhanced image encoding", https://arxiv.org/abs/2106.07…☆12Updated 3 years ago
- ☆93Updated 2 years ago
- Classical-Quantum hybrid model for credit card fraud detection☆22Updated 3 years ago
- Recent advances in many fields have accelerated the demand for classification, regression, and detection problems from few 2D images/proj…☆35Updated 4 years ago
- Implement variational quantum classifier on heart attack data available on kaggle with the aim to understand different variational models…☆20Updated 3 years ago
- quantum convolutional neural network - simulations☆108Updated 5 years ago
- ☆33Updated 2 years ago
- Application of Variational Quantum Eigensolver (VQE) and Quantum Approximate Optimisation Algorithm (QAOA) to the Travelling Salesman Pro…☆17Updated 3 years ago
- Quantum Convolutional Neural Network to classify esophagus cancer☆24Updated last year
- We propose an quantum image processing platform covering various verticals such as weather forecasting. They all can be modeled using rec…☆15Updated 3 years ago
- Code for implementing and experimenting with quantum algorithms☆71Updated last year
- This repository contains the code to reproduce the results in the paper Quantum Ensemble for Classification. All the quantum implementati…☆5Updated last year
- This project is one of the Qiskit mentorship programs to replicate two papers arXiv:1905.10876 and arXiv:2003.09887 using the Qiskit en…☆59Updated last week
- A Quantum State Fidelity based Generative Adversarial Network☆19Updated 3 years ago
- A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum a…☆60Updated 3 years ago
- An example of a variational quantum classifier implemented with qiskit using only elementary gates.☆28Updated 5 years ago
- Final project for CS269Q at Stanford. Classical + Quantum hybrid image classifier☆10Updated 5 years ago