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| introduction | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/tree/master/introduction |
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| https://patch-diff.githubusercontent.com/Dulsinea/Quantum#paddle-quantum-量桨 |
| Features | https://patch-diff.githubusercontent.com/Dulsinea/Quantum#features |
| Install | https://patch-diff.githubusercontent.com/Dulsinea/Quantum#install |
| Install PaddlePaddle | https://patch-diff.githubusercontent.com/Dulsinea/Quantum#install-paddlepaddle |
| Install Paddle Quantum | https://patch-diff.githubusercontent.com/Dulsinea/Quantum#install-paddle-quantum |
| Environment setup for Quantum Chemistry module | https://patch-diff.githubusercontent.com/Dulsinea/Quantum#environment_setup_for_quantum_chemistry_module |
| Run programs | https://patch-diff.githubusercontent.com/Dulsinea/Quantum#run-programs |
| Introduction and developments | https://patch-diff.githubusercontent.com/Dulsinea/Quantum#introduction-and-developments |
| Quick start | https://patch-diff.githubusercontent.com/Dulsinea/Quantum#quick-start |
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| Research with Paddle Quantum | https://patch-diff.githubusercontent.com/Dulsinea/Quantum#research-based-on-paddle-quantum |
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| Copyright and License | https://patch-diff.githubusercontent.com/Dulsinea/Quantum#copyright-and-license |
| References | https://patch-diff.githubusercontent.com/Dulsinea/Quantum#references |
| Paddle Quantum (量桨) | https://qml.baidu.com/ |
|
| https://qml.baidu.com/ |
|
| https://qml.baidu.com/api/paddle_quantum.circuit.html |
|
| https://pypi.org/project/paddle-quantum/ |
|
| https://www.python.org/ |
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| https://github.com/PaddlePaddle/Quantum |
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| https://patch-diff.githubusercontent.com/Dulsinea/Quantum#install |
| https://patch-diff.githubusercontent.com/Dulsinea/Quantum#install-paddlepaddle |
| PaddlePaddle | https://www.paddlepaddle.org.cn/install/quick |
| https://patch-diff.githubusercontent.com/Dulsinea/Quantum#install-paddle-quantum |
| https://patch-diff.githubusercontent.com/Dulsinea/Quantum#environment-setup-for-quantum-chemistry-module |
| Psi4 | https://psicode.org/installs/v14/ |
| https://patch-diff.githubusercontent.com/Dulsinea/Quantum#run-example |
| QAOA tutorial | https://github.com/PaddlePaddle/Quantum/tree/master/tutorial/combinatorial_optimization/QAOA_EN.ipynb |
| https://patch-diff.githubusercontent.com/Dulsinea/Quantum#introduction-and-developments |
| https://patch-diff.githubusercontent.com/Dulsinea/Quantum#quick-start |
| Paddle Quantum Quick Start Manual | https://github.com/PaddlePaddle/Quantum/tree/master/introduction |
| https://patch-diff.githubusercontent.com/Dulsinea/Quantum#tutorials |
| Quantum Simulation | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/quantum_simulation |
| Building Molecular Hamiltonian | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/quantum_simulation/BuildingMolecule_EN.ipynb |
| Variational Quantum Eigensolver (VQE) | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/quantum_simulation/VQE_EN.ipynb |
| Subspace Search-Quantum Variational Quantum Eigensolver (SSVQE) | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/quantum_simulation/SSVQE_EN.ipynb |
| Variational Quantum State Diagonalization (VQSD) | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/quantum_simulation/VQSD_EN.ipynb |
| Gibbs State Preparation | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/quantum_simulation/GibbsState_EN.ipynb |
| The Classical Shadow of Unknown Quantum States | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/quantum_simulation/ClassicalShadow_Intro_EN.ipynb |
| Estimation of Quantum State Properties Based on the Classical Shadow | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/quantum_simulation/ClassicalShadow_Application_EN.ipynb |
| Hamiltonian Simulation with Product Formula | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/quantum_simulation/HamiltonianSimulation_EN.ipynb |
| Simulate the Spin Dynamics on a Heisenberg Chain | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/quantum_simulation/SimulateHeisenberg_EN.ipynb |
| Distributed Variational Quantum Eigensolver Based on Schmidt Decomposition | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/quantum_simulation/DistributedVQE_EN.ipynb |
| Machine Learning | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/machine_learning |
| Encoding Classical Data into Quantum States | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/machine_learning/DataEncoding_EN.ipynb |
| Quantum Classifier | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/machine_learning/QClassifier_EN.ipynb |
| Variational Shadow Quantum Learning (VSQL) | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/machine_learning/VSQL_EN.ipynb |
| Quantum Kernel Methods | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/machine_learning/QKernel_EN.ipynb |
| Quantum Autoencoder | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/machine_learning/QAutoencoder_EN.ipynb |
| Quantum GAN | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/machine_learning/QGAN_EN.ipynb |
| Variational Quantum Singular Value Decomposition (VQSVD) | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/machine_learning/VQSVD_EN.ipynb |
| Combinatorial Optimization | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/combinatorial_optimization |
| Quantum Approximation Optimization Algorithm (QAOA) | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/combinatorial_optimization/QAOA_EN.ipynb |
| Solving Max-Cut Problem with QAOA | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/combinatorial_optimization/MAXCUT_EN.ipynb |
| Large-scale QAOA via Divide-and-Conquer | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/combinatorial_optimization/DC-QAOA_EN.ipynb |
| Travelling Salesman Problem | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/combinatorial_optimization/TSP_EN.ipynb |
| Quantum Finance Application on Arbitrage Opportunity Optimization | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/combinatorial_optimization/ArbitrageOpportunityOptimation_EN.ipynb |
| Quantum Finance Application on Portfolio Optimization | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/combinatorial_optimization/PortfolioOptimization_EN.ipynb |
| Quantum Finance Application on Portfolio Diversification | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/combinatorial_optimization/PortfolioDiversification_EN.ipynb |
| LOCC with QNN (LOCCNet) | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/locc |
| Local Operations and Classical Communication in QNN (LOCCNet) | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/locc/LOCCNET_Tutorial_EN.ipynb |
| Entanglement Distillation -- the BBPSSW protocol | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/locc/EntanglementDistillation_BBPSSW_EN.ipynb |
| Entanglement Distillation -- the DEJMPS protocol | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/locc/EntanglementDistillation_DEJMPS_EN.ipynb |
| Entanglement Distillation -- Protocol design with LOCCNet | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/locc/EntanglementDistillation_LOCCNET_EN.ipynb |
| Quantum Teleportation | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/locc/QuantumTeleportation_EN.ipynb |
| Quantum State Discrimination | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/locc/StateDiscrimination_EN.ipynb |
| QNN Research | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/qnn_research |
| The Barren Plateaus Phenomenon on Quantum Neural Networks (Barren Plateaus) | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/qnn_research/BarrenPlateaus_EN.ipynb |
| Noise Model and Quantum Channel | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/qnn_research/Noise_EN.ipynb |
| Calculating Gradient Using Quantum Circuit | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/qnn_research/Gradient_EN.ipynb |
| Expressibility of Quantum Neural Network | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/qnn_research/Expressibility_EN.ipynb |
| Variational Quantum Circuit Compiling | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/qnn_research/VQCC_EN.ipynb |
| Quantum Fisher Information | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/qnn_research/Fisher_EN.ipynb |
| tutorial on LOCCNet | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/locc/LOCCNET_Tutorial_EN.ipynb |
| Use Paddle Quantum on GPU | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/introduction/PaddleQuantum_GPU_EN.ipynb |
| Noise tutorial | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/qnn_research/Noise_EN.ipynb |
| tutorials | https://patch-diff.githubusercontent.com/Dulsinea/Quantum/blob/master/tutorial/mbqc |
| https://patch-diff.githubusercontent.com/Dulsinea/Quantum#api-documentation |
| API documentation page | https://qml.baidu.com/api/introduction.html |
| https://patch-diff.githubusercontent.com/Dulsinea/Quantum#feedbacks |
| Github Issues | https://github.com/PaddlePaddle/Quantum/issues |
| https://patch-diff.githubusercontent.com/Dulsinea/Quantum#research-based-on-paddle-quantum |
| https://github.com/PaddlePaddle/Quantum} | https://github.com/PaddlePaddle/Quantum%7D |
| pdf | https://arxiv.org/pdf/2005.08797.pdf |
| pdf | https://arxiv.org/pdf/2006.02336.pdf |
| [pdf] | https://arxiv.org/pdf/2012.08288.pdf |
| [pdf] | https://arxiv.org/pdf/2012.05768.pdf |
| [pdf] | https://arxiv.org/pdf/2012.14311.pdf |
| [pdf] | https://arxiv.org/pdf/2101.12190.pdf |
| [pdf] | https://journals.aps.org/prapplied/abstract/10.1103/PhysRevApplied.15.054012 |
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| Quantum Computing - Wikipedia | https://en.wikipedia.org/wiki/Quantum_computing |
| Biamonte, J. et al. Quantum machine learning. Nature 549, 195–202 (2017). | https://www.nature.com/articles/nature23474 |
| Schuld, M., Sinayskiy, I. & Petruccione, F. An introduction to quantum machine learning. Contemp. Phys. 56, 172–185 (2015). | https://www.tandfonline.com/doi/abs/10.1080/00107514.2014.964942 |
| Benedetti, M., Lloyd, E., Sack, S. & Fiorentini, M. Parameterized quantum circuits as machine learning models. Quantum Sci. Technol. 4, 043001 (2019). | https://iopscience.iop.org/article/10.1088/2058-9565/ab4eb5 |
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