Quantum version of recurrent neural networks for machine learning
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Updated
Nov 24, 2020
Quantum version of recurrent neural networks for machine learning
Code author: Collin Farquhar; paper authors: Collin Farquhar and Jithin Jagannath
Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit
Feed forward QNN
This repository contains my solution to the evaluation tasks on QML-HEP for ML4Sci Umbrella Organization in GSoC 2021
FYS2029 Quantum Computing project work: quantum neural networks
A curated list of recent textbooks, reviews, perspectives, and research papers related to quantum machine learning, variational quantum algorithms, tensor networks, and classical machine learning applications in quantum systems.
Classifying, auto-encoding and reverse-engineering QUBO matrices
Qauntum convolutional neural network in protein distance prediction.
This repository contains the code to reproduce the results in the paper A Variational algorithm for Quantum Neural Networks, accepted in the International Conference on Computational Science 2020, Quantum Computing track.
A library for the rapid prototyping of hybrid quantum-classical neural networks in speech applications.
PyTorch implementation of "Effective dimension of machine learning models" paper
The quantum supply chain manager is a quantum solution for logistics problems. We use the power of quantum machine learning for product [backorder](https://www.investopedia.com/terms/b/backorder.asp) prediction and quantum optimization for finding the best route to pick those products with high demand to store them in strategic warehouses. With …
A repository for finishing my undergraduate thesis titled: Quantum Image Classifier Design with Data Re-uploading Quantum Convolution and Data Re-uploading Classifier Scheme.
Negational Symmetry of Quantum Neural Networks for Binary Pattern Classification
Quantum architecture for predicting evolution of time series and analyze any anomalies arising in it.
A docker container for quantum machine learning (QML) research
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