quantum-neural-networks | Topic | Ecosyste.ms: Repos

Topic: "quantum-neural-networks"

artix41/awesome-quantum-ml

Curated list of awesome papers and resources in quantum machine learning

Size: 76.2 KB - Last synced at: 2 days ago - Pushed at: 11 months ago - Stars: 388 - Forks: 83

Winter-Soren/quantum-ml-handbook

This repository consists of documentation regarding quantum machine learning (QML), covering both beginner's guides and advanced topics.

Language: TypeScript - Size: 8.28 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 82 - Forks: 12

LWKJJONAK/Quantum_Neural_Network_Classifiers

Codes for efficiently implementing quantum neural network classifiers

Language: Jupyter Notebook - Size: 299 MB - Last synced at: 5 months ago - Pushed at: 11 months ago - Stars: 82 - Forks: 13

yh08037/quantum-neural-network

Qiskit Hackathon Korea 2021 Community Choice Award Winner : Exploring Hybrid quantum-classical Neural Networks with PyTorch and Qiskit

Language: Jupyter Notebook - Size: 4.06 MB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 74 - Forks: 32

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.

Size: 398 KB - Last synced at: 2 days ago - Pushed at: over 3 years ago - Stars: 60 - Forks: 13

instance01/qubo-nn

Classifying, auto-encoding and reverse-engineering QUBO matrices

Language: Python - Size: 127 MB - Last synced at: about 23 hours ago - Pushed at: over 3 years ago - Stars: 52 - Forks: 13

SaashaJoshi/piQture

piQture: A quantum machine learning library for image processing.

Language: Python - Size: 19.5 MB - Last synced at: 14 days ago - Pushed at: 3 months ago - Stars: 48 - Forks: 25

BoltzmannEntropy/QMLDocker

A docker container for quantum machine learning (QML) research

Language: Jupyter Notebook - Size: 581 KB - Last synced at: 11 days ago - Pushed at: almost 2 years ago - Stars: 45 - Forks: 20

ericardomuten/quantum_image_classifier

A repository for finishing my undergraduate thesis titled: Quantum Image Classifier Design with Data Re-uploading Quantum Convolution and Data Re-uploading Classifier Scheme.

Language: Jupyter Notebook - Size: 100 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 10

qlan3/QuantumExplorer

A quantum reinforcement learning framework based on PyTorch and PennyLane.

Language: Python - Size: 42 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 21 - Forks: 6

AgnostiqHQ/Quantum-Variational-Rewinding 📦

Covalent demonstration of the QVR algorithm using a cryptocurrency time series use case

Language: Jupyter Notebook - Size: 15.9 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 3

amacaluso/Quantum-Single-Layer-Perceptron

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.

Language: Python - Size: 8.25 MB - Last synced at: 13 days ago - Pushed at: almost 3 years ago - Stars: 14 - Forks: 3

mballarin97/mps_qnn

Entanglement characterization of variational quantum circuits using a Matrix Product State simulator and qiskit.

Language: Python - Size: 3 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 9 - Forks: 2

ashharr/quantum-neural-networks

Feed forward QNN

Language: Jupyter Notebook - Size: 11.8 MB - Last synced at: 11 days ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 1

Farquhar13/QNN-Gen

Framework and paper for quantum machine learning ansatzë

Language: Python - Size: 900 KB - Last synced at: 9 months ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 2

alejomonbar/Quantum-Supply-Chain-Manager

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 the first technique, our clients can be prepared for increasing the production of their products when they are in high demand. Once we have established a set of products needed during a period of time, we use our second solution, the vehicle routing problem (VRP) solution to find the optimal route for picking these products. This reduces considerably costs associated with logistics, transportation, backorders, and overstocking for our clients. In summary, these solutions will improve business in terms of client satisfaction, backorder and shipping transportation costs.

Language: Jupyter Notebook - Size: 12.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1

zhenhouhong/QSpeech

A library for the rapid prototyping of hybrid quantum-classical neural networks in speech applications.

Language: Python - Size: 1.24 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 1

lucasfriedrich97/Evolution-strategies-application-in-hybrid-quantum-classical-neural-networks

Language: Python - Size: 7.81 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 1

zhenhouhong/QCNN-Fold

Qauntum convolutional neural network in protein distance prediction.

Language: Python - Size: 427 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 3 - Forks: 1

Oounce/classical-quantum-mnist

Single pixel imaging with classical and quantum neutral network

Language: Jupyter Notebook - Size: 3.22 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 2 - Forks: 1

redx94/QuantumAI

🚀 QuantumAI merges Quantum Computing with Artificial Intelligence to revolutionize machine learning, cryptography, and optimization. Leveraging quantum superposition, entanglement, and hybrid AI models, this project pushes the boundaries of computational intelligence. ⚡ Next-gen AI meets quantum power! 💡

Language: Python - Size: 5.21 MB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 1