qiyaoliang / Quantum-Deep-Learning
Recent advances in many fields have accelerated the demand for classification, regression, and detection problems from few 2D images/projections. Often, the heart of these modern techniques utilize neural networks, which can be implemented with deep learning algorithms. In our neural network architecture, we embed a dynamically programmable quan…
☆34Updated 4 years ago
Alternatives and similar repositories for Quantum-Deep-Learning:
Users that are interested in Quantum-Deep-Learning are comparing it to the libraries listed below
- Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit☆76Updated 4 years ago
- Exploring QCNNs for Classifying Phases of Matter☆53Updated 3 months ago
- quantum convolutional neural network - simulations☆105Updated 5 years ago
- ☆88Updated 2 years ago
- Qlassifier: Classical-Quantum Hybrid Convolutional Neural Network☆12Updated 2 years ago
- The power of quantum neural networks☆53Updated 3 years ago
- Code for implementing and experimenting with quantum algorithms☆69Updated 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…☆49Updated 3 years ago
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆78Updated last year
- Search with Quantum Singular Value Transformation in Qiskit☆50Updated 3 years ago
- A Google Summer of Code 2021 Project Repository. This project aims to demonstrate quantum machine learning's potential, specifically Quan…☆31Updated 5 months ago
- A step-by-step tutorial of QuantumFlow, using the MNIST sub-dataset {3,6} and the 16-2-2 neural network as an example.☆58Updated 2 years ago
- This repository contains the source code necessary to reproduce the figures and simulation results of the url[paper](XXX) "The effect of …☆48Updated 4 years ago
- An example of a variational quantum classifier implemented with qiskit using only elementary gates.☆28Updated 5 years ago
- ☆39Updated 3 years ago
- Example of a Quantum LSTM☆95Updated 3 years ago
- Code to benchmark quantum machine learning models☆57Updated last month
- A Quantum State Fidelity based Generative Adversarial Network☆18Updated 3 years ago
- Repository containing code for my learning of classical and quantum machine learning. Includes a variational quantum classifier, fully-co…☆12Updated 3 years ago
- ☆36Updated last year
- Library for solving quantum computing problems using machine learning☆35Updated 4 months 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 python library to play with stabilizer codes☆21Updated 10 months ago
- Python quantum signal processing☆102Updated 4 months ago
- ☆24Updated 4 years ago
- 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
- MQT QECC - Tools for Quantum Error Correcting Codes☆131Updated this week
- qLEET is an open-source library for exploring Loss landscape, Expressibility, Entangling capability, and Training trajectories of noisy p…☆33Updated 2 years ago
- Python module for running error-mitigation protocols with the pytket quantum SDK☆43Updated last week
- ☆160Updated 2 years ago