ericardomuten / qcnn-hepLinks
A Google Summer of Code 2021 Project Repository. This project aims to demonstrate quantum machine learning's potential, specifically Quantum Convolutional Neural Network (QCNN), in HEP events classification from particle image data. The code used in the research is wrapped as an open-source package to ease future research in this field.
☆33Updated last year
Alternatives and similar repositories for qcnn-hep
Users that are interested in qcnn-hep are comparing it to the libraries listed below
Sorting:
- ☆105Updated 5 months ago
- Exploring QCNNs for Classifying Phases of Matter☆57Updated 9 months ago
- quantum convolutional neural network - simulations☆114Updated 6 years ago
- Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit☆82Updated 4 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…☆64Updated 2 months ago
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆84Updated 2 years ago
- ☆168Updated 3 years ago
- Code for implementing and experimenting with quantum algorithms☆74Updated 2 years ago
- QDataSet: Quantum Datasets for Machine Learning☆121Updated 4 years ago
- The power of quantum neural networks☆57Updated 3 years ago
- A repository for finishing my undergraduate thesis titled: Quantum Image Classifier Design with Data Re-uploading Quantum Convolution and…☆32Updated 2 years ago
- Repository with notebooks for Qiskit Challenge India 2020☆53Updated 5 years ago
- An example of a variational quantum classifier implemented with qiskit using only elementary gates.☆28Updated 5 years ago
- A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum a…☆63Updated 4 years ago
- Search with Quantum Singular Value Transformation in Qiskit☆54Updated 3 years ago
- Recent advances in many fields have accelerated the demand for classification, regression, and detection problems from few 2D images/proj…☆41Updated 4 years ago
- ☆44Updated 4 years ago
- Exploring learnability and optimal hyperparameters of various quantum generative adversarial networks and quantum neural networks using P…☆27Updated 4 years ago
- Code to benchmark quantum machine learning models☆67Updated 2 months ago
- Example of a Quantum LSTM☆100Updated 4 years ago
- ☆53Updated 3 years ago
- Tutorials for Quantum Algorithms with Qiskit implementations.☆244Updated last year
- QHack 2023☆72Updated last year
- We propose an quantum image processing platform covering various verticals such as weather forecasting. They all can be modeled using rec…☆16Updated 3 years ago
- QHack—The one-of-a-kind quantum computing hackathon☆88Updated 3 years ago
- Official repo for QHack—the quantum machine learning hackathon☆122Updated 4 years ago
- Anomaly detection on a quantum computer using Qiskit☆24Updated 4 years ago
- Learn about career opportunities with IBM Quantum.☆139Updated 3 years ago
- qLEET is an open-source library for exploring Loss landscape, Expressibility, Entangling capability, and Training trajectories of noisy p…☆34Updated 2 years ago
- ☆28Updated 5 years ago