ESA-PhiLab / QNN4EO
☆29Updated last year
Related projects: ⓘ
- DRA-chaos / Quantum-Classical-Hyrid-Neural-Network-for-binary-image-classification-using-PyTorch-Qiskit-pipelineQuantum Hybrid Neural Network model for image classification☆15Updated last year
- Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit☆67Updated 3 years ago
- A repository for finishing my undergraduate thesis titled: Quantum Image Classifier Design with Data Re-uploading Quantum Convolution and…☆32Updated last year
- ☆64Updated 2 years ago
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆70Updated 11 months ago
- A Google Summer of Code 2021 Project Repository. This project aims to demonstrate quantum machine learning's potential, specifically Quan…☆26Updated last year
- quantum convolutional neural network - simulations☆94Updated 4 years ago
- An example of a variational quantum classifier implemented with qiskit using only elementary gates.☆28Updated 4 years ago
- Toolkit for training quantum kernels in machine learning applications☆39Updated 5 months ago
- ☆10Updated 2 years ago
- Exploring QCNNs for Classifying Phases of Matter☆48Updated 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
- The official code repository for "Variational Quanvolutional Neural Networks with enhanced image encoding", https://arxiv.org/abs/2106.07…☆10Updated 3 years ago
- Quantum Convolutional Neural Network to classify esophagus cancer☆19Updated last year
- Recent advances in many fields have accelerated the demand for classification, regression, and detection problems from few 2D images/proj…☆33Updated 3 years ago
- This repository contains the source code necessary to reproduce the figures and simulation results of the url[paper](XXX) "The effect of …☆44Updated 4 years ago
- QC Study Group Github Repository☆14Updated 3 years ago
- A Quantum State Fidelity based Generative Adversarial Network☆17Updated 2 years ago
- Qlassifier: Classical-Quantum Hybrid Convolutional Neural Network☆11Updated last year
- ☆22Updated 3 years ago
- Quantum-enhanced transformer neural network☆110Updated last year
- ☆33Updated 3 years ago
- open-source library for quantum algorithms (simulation, optimization, machine learning)☆15Updated 3 months ago
- Classical-Quantum hybrid model for credit card fraud detection☆18Updated 2 years ago
- Exploring learnability and optimal hyperparameters of various quantum generative adversarial networks and quantum neural networks using P…☆24Updated 3 years ago
- Learn Quantum Machine Learning☆52Updated 2 weeks ago
- ☆136Updated last year
- Example of a Quantum LSTM☆83Updated 2 years ago
- qLEET is an open-source library for exploring Loss landscape, Expressibility, Entangling capability, and Training trajectories of noisy p…☆30Updated last year
- ☆16Updated 2 years ago