A JIT compiler for hybrid quantum programs in PennyLane
python quantum llvm automatic-differentiation jit quantum-computing autodiff quantum-compiler jax mlir pennylane qir
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Feb 27, 2026 - Python
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IEEE ICASSP 21 - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition
speech-recognition speech-processing quantum-machine-learning colab-notebook tensorflow2 pennylane ctc-model
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Jan 22, 2023 - Jupyter Notebook
Learn Quantum Machine Learning
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Sep 4, 2024 - Jupyter Notebook
Variational Quantum Circuits for Deep Reinforcement Learning since 2019. Xanadu Quantum Software Competition 1st Prize 2019.
reinforcement-learning deep-learning deep-reinforcement-learning pytorch quantum-computing quantum-information quantum-algorithms quantum-machine-learning reinforcement-learning-agent pennylane variational-quantum-circuits
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Apr 12, 2021 - Python
A docker container for quantum machine learning (QML) research
ai deep-learning qml quantum pytorch quantum-computing quantum-algorithms variational-autoencoder paddlepaddle qiskit cirq vqe quantum-neural-networks pennylane quantum-mechanincs m1-mac quantum-eignsolvers
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May 15, 2023 - Jupyter Notebook
PennyLane/PyTorch implementation of Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning (Skolik et al., 2021)
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Mar 15, 2023 - Python
Reproducible QML benchmark: VQC vs QSVM on binary tasks. Modular, cross-platform pipeline w/ artifact logging.
qml pytorch machinelearning quantumcomputing qiskit pennylane vqc quantummachinelearning quantumkernelsvm hybridquantumclassical
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Feb 12, 2026 - Python
The quantum analogue of OpenAI's "gym" python framework
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Feb 8, 2026 - Python
A quantum reinforcement learning framework based on PyTorch and PennyLane.
reinforcement-learning deep-reinforcement-learning pytorch gym quantum-algorithms quantum-machine-learning soft-actor-critic quantum-neural-networks variational-quantum-circuit pennylane quantum-reinforcement-learning
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Feb 8, 2024 - Python
A collection of Python samples demonstrating how to get started with IonQ using various quantum frameworks
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Feb 18, 2026 - Jupyter Notebook
List of some personal QML Projects
python tensorflow quantum pytorch quantum-computing quantum-algorithms quantum-machine-learning qiskit pennylane
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Jul 12, 2023 - Jupyter Notebook
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).
qml quantum quantum-computing support-vector-machines quantum-programming-language quantum-algorithms support-vector-classifier quantum-machine-learning synthetic-data qiskit qiskit-tutorial qiskit-aqua qml-applications pennylane variational-quantum-classifier quantum-kernel
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Jan 14, 2024 - Jupyter Notebook
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.
tensorflow recurrent-neural-networks quantum-computing lstm-neural-networks quantum-machine-learning pennylane
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Mar 4, 2021 - Jupyter Notebook
Project for McGill Physics Hackathon 2020
machine-learning deep-neural-networks deep-learning python3 pytorch mnist quantum-computing hyperparameter-optimization quantum-machine-learning pennylane
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Feb 13, 2021 - Python
Trainable convolution for quantum-classical hybrid algorithms
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Jul 10, 2023 - Jupyter Notebook
This repo contains the online quantum codebooks walkthroughs
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May 30, 2024 - Jupyter Notebook
Solutions to the Xanadu Quantum Codebook codercises.
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Oct 25, 2022 - Jupyter Notebook
Qauntum convolutional neural network in protein distance prediction.
tensorflow python3 pytorch quantum-neural-networks pennylane quantum-cnn protein-distance-prediction
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May 11, 2022 - Python
Solutions of the QHack 2023 Quantum Coding Challenges
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Mar 29, 2023 - HTML
Quantum image classification using quantum circuits and variational classifiers on a MNIST dataset.
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Sep 4, 2024 - Jupyter Notebook
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