JonasLandman / QCNN
quantum convolutional neural network - simulations
☆96Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for QCNN
- Exploring QCNNs for Classifying Phases of Matter☆49Updated 3 years ago
- Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit☆71Updated 3 years ago
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆71Updated last year
- ☆75Updated 2 years ago
- ☆10Updated 2 years ago
- ☆35Updated 3 years ago
- Example of a Quantum LSTM☆85Updated 3 years ago
- Recent advances in many fields have accelerated the demand for classification, regression, and detection problems from few 2D images/proj…☆33Updated 3 years ago
- Code for implementing and experimenting with quantum algorithms☆66Updated last year
- The power of quantum neural networks☆48Updated 2 years ago
- ☆140Updated 2 years ago
- An example of a variational quantum classifier implemented with qiskit using only elementary gates.☆28Updated 4 years ago
- A Google Summer of Code 2021 Project Repository. This project aims to demonstrate quantum machine learning's potential, specifically Quan…☆27Updated 3 weeks ago
- qLEET is an open-source library for exploring Loss landscape, Expressibility, Entangling capability, and Training trajectories of noisy p…☆31Updated last year
- This repository contains the source code necessary to reproduce the figures and simulation results of the url[paper](XXX) "The effect of …☆45Updated 4 years ago
- The project codes associated with quantum Wasserstein GAN☆50Updated 4 years ago
- Repository containing code for my learning of classical and quantum machine learning. Includes a variational quantum classifier, fully-co…☆11Updated 3 years ago
- Qlassifier: Classical-Quantum Hybrid Convolutional Neural Network☆11Updated last year
- A step-by-step tutorial of QuantumFlow, using the MNIST sub-dataset {3,6} and the 16-2-2 neural network as an example.☆57Updated 2 years ago
- Search with Quantum Singular Value Transformation in Qiskit☆48Updated 2 years ago
- ☆22Updated 4 years ago
- Exploring learnability and optimal hyperparameters of various quantum generative adversarial networks and quantum neural networks using P…☆24Updated 3 years ago
- This project is one of the Qiskit mentorship programs to replicate two papers arXiv:1905.10876 and arXiv:2003.09887 using the Qiskit en…☆46Updated 2 years ago
- Using very few measurements to predict properties in quantum many-body systems.☆185Updated last year
- A Quantum State Fidelity based Generative Adversarial Network☆16Updated 3 years ago
- Official repo for QHack—the quantum machine learning hackathon☆122Updated 3 years ago
- Tutorials and modules related to Qiskit Runtime service and programs☆52Updated 2 years ago
- A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum a…☆56Updated 3 years ago
- Python package for visualizing the loss landscape of parameterized quantum algorithms.☆86Updated 11 months ago
- The official code repository for "Variational Quanvolutional Neural Networks with enhanced image encoding", https://arxiv.org/abs/2106.07…☆10Updated 3 years ago