Jindi0 / SQNNLinks
Scalable Quantum Neural Network builds and trains a large-scale QNN in a modular fashion. SQNN is evaluated with a binary classification task on the MNIST dataset.
☆10Updated last year
Alternatives and similar repositories for SQNN
Users that are interested in SQNN are comparing it to the libraries listed below
Sorting:
- 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
- ☆15Updated 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…☆62Updated last month
- The official code repository for "Variational Quanvolutional Neural Networks with enhanced image encoding", https://arxiv.org/abs/2106.07…☆12Updated 4 years ago
- MC-QCNN: Multi-Channel Quantum Convolutional Neural Network☆14Updated last year
- ☆42Updated 3 years ago
- qLEET is an open-source library for exploring Loss landscape, Expressibility, Entangling capability, and Training trajectories of noisy p…☆33Updated 2 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
- Noah's master thesis on Quantum Bayesian Neural Networks☆10Updated 3 years ago
- The power of quantum neural networks☆53Updated 3 years ago
- Repository containing code for my learning of classical and quantum machine learning. Includes a variational quantum classifier, fully-co…☆13Updated 3 years ago
- ☆14Updated 5 years ago
- Exploring QCNNs for Classifying Phases of Matter☆56Updated 5 months ago
- 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
- Example of a Quantum LSTM☆98Updated 3 years ago
- A transfer learning approach applied to hybrid neural networks composed of classical and quantum elements.☆79Updated last year
- ☆27Updated 4 years ago
- Classical-Quantum hybrid model for credit card fraud detection☆21Updated 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 …☆49Updated 4 years ago
- Reimplementing the hybrid quantum-classical models from the paper "Quantum machine learning for image classification" by Arsenii Senokoso…☆29Updated last year
- Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit☆77Updated 4 years ago
- The project codes associated with quantum Wasserstein GAN☆53Updated 4 years ago
- quantum convolutional neural network - simulations☆109Updated 5 years ago
- Qlassifier: Classical-Quantum Hybrid Convolutional Neural Network☆11Updated 2 years ago
- Presentation at KCS 2023, "Quantum Denoising Diffusion Probabilistic Models for Image Generation"☆17Updated 3 months ago
- ☆95Updated last month
- The one-stop package for formulating, simulating, and solving problems in boolean and spin form☆41Updated 6 months ago
- Anomaly detection on a quantum computer using Qiskit☆24Updated 3 years ago
- Code to benchmark quantum machine learning models☆62Updated last month
- A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum a…☆62Updated 3 years ago