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10 search results found

Quantumspeech Qcnn ⭐ 75

IEEE ICASSP 21 - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition

Learn Quantum Machine Learning ⭐ 23

Learn Quantum Machine Learning using pennylane framework

Var Quantumcircuits Deeprl ⭐ 19

Variational Quantum Circuits for Deep Reinforcement Learning since 2019. Xanadu Quantum Software Competition 1st Prize 2019.

Quantum Machine Learning ⭐ 18

This is an exploration using synthetic data in CSV format to apply QML models for the sake of binary classification. You can find here three different approaches. Two with Qiskit (VQC and QK/SVC) and one with Pennylane (QVC).

Quantum_lab ⭐ 10

Docker image for quantum laboratory

Quantumexplorer ⭐ 10

A quantum reinforcement learning framework for exploring new ideas, based on PyTorch and PennyLane.

Mnist_classification_using_quantum_machine_learning ⭐ 7

Project for McGill Physics Hackathon 2020

Learning2learn ⭐ 6

This repository implements the architecture proposed by Verdon et al. in the paper Learning to learn with quantum neural networks via classical neural networks, using PennyLane and TensorFlow.

Quantum Machine Learning On Near Term Quantum Devices ⭐ 5

List of some personal QML Projects

Qhack 2021 Openproject ⭐ 5

This project aims to use modified layerwise learning on data re-uploading classifier to classify events in HEP. The project won second place at Xanadu's QHack Quantum Machine Learning Open Hackathon 2021.

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