PlanQK / variational-quanvolutional-neural-networks
The official code repository for "Variational Quanvolutional Neural Networks with enhanced image encoding", https://arxiv.org/abs/2106.07327
☆10Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for variational-quanvolutional-neural-networks
- Qlassifier: Classical-Quantum Hybrid Convolutional Neural Network☆11Updated last year
- Exploring QCNNs for Classifying Phases of Matter☆49Updated 3 years ago
- ☆13Updated 4 years ago
- ☆22Updated 4 years ago
- quantum convolutional neural network - simulations☆96Updated 5 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
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆71Updated last year
- Repository containing code for my learning of classical and quantum machine learning. Includes a variational quantum classifier, fully-co…☆11Updated 3 years ago
- We propose an quantum image processing platform covering various verticals such as weather forecasting. They all can be modeled using rec…☆12Updated 2 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
- An example of a variational quantum classifier implemented with qiskit using only elementary gates.☆28Updated 4 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
- Search with Quantum Singular Value Transformation in Qiskit☆48Updated 2 years ago
- Python package for simulation and visualization of quantum error-correction on surface codes. The package provides the ability to inspect…☆60Updated last year
- ☆71Updated 2 years ago
- Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit☆69Updated 3 years ago
- qLEET is an open-source library for exploring Loss landscape, Expressibility, Entangling capability, and Training trajectories of noisy p…☆32Updated last year
- Example of a Quantum LSTM☆84Updated 3 years ago
- ☆16Updated 2 years ago
- QREM - Quantum Readout Errors Mitigation, an open-source package for implementing techniques of measurement error mitigation on quantum d…☆19Updated 2 years ago
- Noah's master thesis on Quantum Bayesian Neural Networks☆10Updated 3 years ago
- Exploring learnability and optimal hyperparameters of various quantum generative adversarial networks and quantum neural networks using P…☆24Updated 3 years ago
- Distributed QC for Qiskit☆12Updated 9 months ago
- Tools for constructing and analyzing quantum low density partity check (qLDPC) codes.☆12Updated 10 months ago
- The Toric Code (surface code for quantum error correction) together with the MWPM decoder (need a package) and the union-find decoder pro…☆21Updated 3 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
- ☆35Updated 3 years ago
- A python library to play with stabilizer codes☆17Updated 4 months ago
- A Qiskit transpiler stage plugin to enable qubit reuse via mid-circuit measurement and reset.☆17Updated 2 months ago
- A Quantum State Fidelity based Generative Adversarial Network☆16Updated 3 years ago