pennylane

There are 2 repositories under pennylane topic.

PennyLaneAI / catalyst
A JIT compiler for hybrid quantum programs in PennyLane
jit mlir qir quantum-compiler autodiff automatic-differentiation jax llvm python quantum quantum-computing pennylane
Language:Python 97
huckiyang / QuantumSpeech-QCNN
IEEE ICASSP 21 - Quantum Convolution Neural Networks for Speech Processing and Automatic Speech Recognition
quantum-machine-learning speech-processing pennylane speech-recognition tensorflow2 ctc-model colab-notebook
Language:Jupyter Notebook 85
qBraid / qBraid
A platform-agnostic quantum runtime framework
amazon-braket cirq networkx openqasm pennylane pyquil python qbraid qir qiskit quantum quantum-computing runtime tket transpiler
Language:Python 58
ycchen1989 / Var-QuantumCircuits-DeepRL
Variational Quantum Circuits for Deep Reinforcement Learning since 2019. Xanadu Quantum Software Competition 1st Prize 2019.
deep-learning deep-reinforcement-learning pennylane pytorch quantum-algorithms quantum-computing quantum-information quantum-machine-learning reinforcement-learning reinforcement-learning-agent variational-quantum-circuits
Language:Python 55
MonitSharma / Learn-Quantum-Machine-Learning
Learn Quantum Machine Learning using pennylane framework
machine-learning pennylane qiskit quantum quantum-computing quantum-machine-learning quantum-theory
Language:Jupyter Notebook 49
BoltzmannEntropy / QMLDocker
A docker container for quantum machine learning (QML) research
ai deep-learning pytorch qml quantum quantum-algorithms quantum-computing quantum-mechanincs quantum-neural-networks quantum-eignsolvers cirq m1-mac paddlepaddle pennylane qiskit variational-autoencoder vqe
Language:Jupyter Notebook 39
qdevpsi3 / qrl-dqn-gym
PennyLane/PyTorch implementation of Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning (Skolik et al., 2021)
quantum-computing reinforcement-learning pennylane pytorch gym quantum-reinforcement-learning
Language:Python 34
qlan3 / QuantumExplorer
A quantum reinforcement learning framework based on PyTorch and PennyLane.
deep-reinforcement-learning gym pennylane pytorch quantum-algorithms quantum-machine-learning quantum-neural-networks quantum-reinforcement-learning reinforcement-learning soft-actor-critic variational-quantum-circuit
Language:Python 23
maximer-v / quantum-machine-learning
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 quantum-algorithms quantum-computing quantum-machine-learning pennylane qiskit qiskit-aqua qiskit-tutorial quantum-programming-language support-vector-classifier support-vector-machines variational-quantum-classifier quantum-kernel qml qml-applications synthetic-data
Language:Jupyter Notebook 21
JeremieGince / MNIST_classification_using_Quantum_Machine_Learning
Project for McGill Physics Hackathon 2020
python3 quantum-computing quantum-machine-learning machine-learning deep-learning deep-neural-networks hyperparameter-optimization pennylane pytorch mnist
Language:Python 13
stfnmangini / Learning2learn
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.
pennylane tensorflow quantum-computing recurrent-neural-networks lstm-neural-networks quantum-machine-learning
Language:Jupyter Notebook 13
mickahell / quantum_lab
Docker image for quantum laboratory
quantum quantum-computing quantum-lab lab laboratory qml quantum-machine-learning quantum-physics docker docker-image dockerfile qsharp pennylane qiskit jupyter xanadu simulaqron quantum-network quantum-network-simulator myqlm
Language:Python 11
BillyLjm / QHack2023
Solutions of the QHack 2023 Quantum Coding Challenges
pennylane quantum quantum-computing tutorial-exercises xanadu
Language:HTML 9
MonitSharma / Quantum-Machine-Learning-on-Near-Term-Quantum-Devices
List of some personal QML Projects
python quantum quantum-algorithms quantum-computing quantum-machine-learning pennylane pytorch qiskit tensorflow
Language:Jupyter Notebook 9
PlanQK / TrainableQuantumConvolution
Trainable convolution for quantum-classical hybrid algorithms
quantum-computing quantum-machine-learning convolution pennylane neural-networks
Language:Jupyter Notebook 9
zhenhouhong / QCNN-Fold
Qauntum convolutional neural network in protein distance prediction.
pennylane protein-distance-prediction python3 pytorch quantum-cnn quantum-neural-networks tensorflow
Language:Python 8
qhack-2021-openproject
ericardomuten / qhack-2021-openproject
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.
high-energy-physics machine-learning pennylane qhack2021 quantum-computing quantum-machine-learning xanadu
Language:Jupyter Notebook 7
ionq-samples / getting-started
A collection of Python samples demonstrating how to get started with IonQ using various quantum frameworks
cirq pennylane projectq qiskit quantum-computing cuda-quantum
Language:Jupyter Notebook 6
zhenhouhong / QSpeech
A library for the rapid prototyping of hybrid quantum-classical neural networks in speech applications.
low-qubit pennylane python3 pytorch quantum-machine-learning quantum-neural-networks speech-applications
Language:Python 6
Axect / QuantumAlgorithms
Implementations of Quantum Algorithms
algorithm cirq pennylane python qip qiskit quantum-computing rust
Language:Jupyter Notebook 5
abhilash1910 / EuroPython-21-QuantumDeepLearning
Materials and Resources for the EuroPython 21 Talk on "Introduction to Quantum Deep Learning" on 28/7/2021.
pennylane tf2 quantum-algorithms quantum deeplearning variationalcircuits ansatz cirq qiskit
Language:Jupyter Notebook 4
alejomonbar / QNN-for-Thermodynamic-correlation
QNN-based correlation for frictional pressure drop of non-azeotropic mixtures during cryogenic forced boiling.
qiskit qiskit-tutorial pennylane qnn
Language:Jupyter Notebook 4
quantumcomputing
rahulsust / quantumcomputing
This repository is a collection of projects on Quantum Computing.
coding coding-challenges pennylane projects qiskit quantum-algorithms quantum-computing
Language:Jupyter Notebook 4
rochisha0 / stock-picking
Creating Variational Quantum Algorithm from scratch to find optimal portfolios
portfolio-optimization qiskit pennylane vqe
Language:Jupyter Notebook 4
userr2232 / classical_to_quantum
A tutorial on classical to quantum transfer learning by Xanadu AI
pennylane pytorch quantum-classical transfer-learning
Language:Jupyter Notebook 4
Dpbm / quantum
learning quantum computing
ibm microsoft microsoft-azure qiskit qs qsharp quantum quantum-algorithms quantum-computing quantum-mechanics numpy r algorithms anaconda conda pennylane pip py xanadu
Language:Jupyter Notebook 3
Innanov / Xanadu-Codebook-Solutions
Solutions by Quantum Synapse Team(QHack 2023)
pennylane quantum-computing
Language:Jupyter Notebook 3
MonitSharma / Quantum-Codebooks
This repo contains the online quantum codebooks walkthroughs
codebook pennylane qiskit quantum-algorithms quantum-computing xanadu
Language:Jupyter Notebook 3
NathanPaceydev / Quantum-Computing-with-Xanadu-PennyLane
My solutions to the Quantum Computing Codebooks produced by Xanadu using the python library PennyLane. Including a multivariable example of Grover's algorithm compared to a Linear Search.
jupyter-notebook pennylane python quantum quantum-algorithms quantum-computing xanadu xanadu-codebook
Language:Jupyter Notebook 3
Quantronauts / qhack21
Quant'ronauts repository for QHACK21
machine-learning pennylane qhack qhack2021 qhack21 qml quantum quantum-computing quantum-machine-learning quantum-physics xanadu
Language:Jupyter Notebook 3
xmootoo / Xanadu-Codebook
Solutions to the Xanadu Quantum Codebook codercises.
pennylane quantum-computing xanadu
Language:Jupyter Notebook 3
babcockt18 / On-Nonlinearities-in-QML-Paper-Implementation
Repository contains implementations of Quantum Hadamard Product and Generalized Quantum Transpose Algorithms
pennylane quantum quantum-machine-learning
Language:Jupyter Notebook 2
bavba / Multi-party_computation_for_financial_data_analysis
Multi-Party Computation transforms data handling by decentralizing trust among multiple participants. This ensures that no single entity demands absolute trust. An advantage for companies in safeguarding data privacy: once data leaves the user's computer, it remains obscured from any single external entity.
cirq cryptography pennylane pysyft qiskit quantum-computing quantum-key-distribution tensorflow-quantum
2
ericyoc / quantum-circuits-poc
Quantum image classification using quantum circuits and variational classifiers on a MNIST dataset.
cirq mnist-classification pennylane quantum-circuits quantum-platforms variational-classifier
Language:Jupyter Notebook 2
ShababAhmedd / CSE481_QuantumComputing-I
This repository contains all the theory resources and lab assignments done in the course CSE481 of BracU
bracu quantum-algorithms inner-product cse481 bloch-sphere normalization unitary-operation quantum-gates bell-basis entanglement expectation-values quantum-circuits quantum-teleportation pennylane
Language:Jupyter Notebook 2
TheHarshal30 / Xanadu-Codebook-Solutions
Repository for Xanadu Codebook solutions
pennylane quantum-computing quantumcomputing xanadu xanadu-codebook
Language:Python 2

pennylane

PennyLaneAI / catalyst

huckiyang / QuantumSpeech-QCNN

qBraid / qBraid

ycchen1989 / Var-QuantumCircuits-DeepRL

MonitSharma / Learn-Quantum-Machine-Learning

BoltzmannEntropy / QMLDocker

qdevpsi3 / qrl-dqn-gym

qlan3 / QuantumExplorer

maximer-v / quantum-machine-learning

JeremieGince / MNIST_classification_using_Quantum_Machine_Learning

stfnmangini / Learning2learn

mickahell / quantum_lab

BillyLjm / QHack2023

MonitSharma / Quantum-Machine-Learning-on-Near-Term-Quantum-Devices

PlanQK / TrainableQuantumConvolution

zhenhouhong / QCNN-Fold

ericardomuten / qhack-2021-openproject

ionq-samples / getting-started

zhenhouhong / QSpeech

Axect / QuantumAlgorithms

abhilash1910 / EuroPython-21-QuantumDeepLearning

alejomonbar / QNN-for-Thermodynamic-correlation

rahulsust / quantumcomputing

rochisha0 / stock-picking

userr2232 / classical_to_quantum

Dpbm / quantum

Innanov / Xanadu-Codebook-Solutions

MonitSharma / Quantum-Codebooks

NathanPaceydev / Quantum-Computing-with-Xanadu-PennyLane

Quantronauts / qhack21

xmootoo / Xanadu-Codebook

babcockt18 / On-Nonlinearities-in-QML-Paper-Implementation

bavba / Multi-party_computation_for_financial_data_analysis

ericyoc / quantum-circuits-poc

ShababAhmedd / CSE481_QuantumComputing-I

TheHarshal30 / Xanadu-Codebook-Solutions