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TensorCircuit Documentation
TensorCircuit Documentation
  • Quick Start
  • Advanced Usage
  • Frequently Asked Questions
  • TensorCircuit: The Sharp Bits 🔪
  • TensorCircuit: What is inside?
  • Guide for Contributors
  • Jupyter Tutorials
    • Circuit Basics
    • Quantum Approximation Optimization Algorithm (QAOA)
    • Optimizing QAOA by Bayesian Optimization (BO)
    • Quantum Approximation Optimization Algorithm (QAOA) for Not-all-equal 3-satisfiability (NAE3SAT)
    • Quantum Dropout for QAOA
    • VQE on 1D TFIM
    • QML on MNIST Classification
    • QML in PyTorch
    • Quantum Machine Learning for Classification Task
    • Variational Quantum Eigensolver (VQE) on Molecules
    • VQE on 1D TFIM with Different Hamiltonian Representation
    • MERA
    • Gradient Evaluation Efficiency Comparison
    • The usage of contractor
    • Operator spreading
    • Optimization vs. expressibility of the circuit
    • Probing Many-body Localization by Excited-state VQE
    • Differentiable Quantum Architecture Search
    • Barren Plateaus
    • Solving QUBO Problem using QAOA
    • Portfolio Optimization
    • Solving the Ground State of Hamiltonian by Imaginary-time Evolution
    • Classical Shadows in Pauli Basis
    • Support Vector Classification with SKLearn
    • Demo on TensorCircuit SDK for Tencent Quantum Cloud
  • Whitepaper Tutorials
    • Circuits and Gates
    • Gradient and Variational Optimization
    • Density Matrix and Mixed State Evolution
    • Different Types of Measurement API
    • Evaluation on Pauli String Sum
    • Utilizing vmap in Quantum Circuit Simulations
    • QuOperator in TensorCircuit
    • Customized Contraction
    • Advanced Automatic Differentiation
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    • tensorcircuit.about
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      • tensorcircuit.applications.ai
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        • tensorcircuit.applications.physics.fss
      • tensorcircuit.applications.utils
      • tensorcircuit.applications.vags
      • tensorcircuit.applications.van
      • tensorcircuit.applications.vqes
    • tensorcircuit.backends
      • tensorcircuit.backends.backend_factory
      • tensorcircuit.backends.cupy_backend
      • tensorcircuit.backends.jax_backend
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    • tensorcircuit.basecircuit
    • tensorcircuit.channels
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      • tensorcircuit.cloud.abstraction
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    • tensorcircuit.cons
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    • tensorcircuit.experimental
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    • tensorcircuit.interfaces
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    • tensorcircuit.results
      • tensorcircuit.results.counts
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        • tensorcircuit.results.qem.benchmark_circuits
        • tensorcircuit.results.qem.qem_methods
      • tensorcircuit.results.readout_mitigation
    • tensorcircuit.shadows
    • tensorcircuit.simplify
    • tensorcircuit.templates
      • tensorcircuit.templates.ansatz
      • tensorcircuit.templates.blocks
      • tensorcircuit.templates.chems
      • tensorcircuit.templates.conversions
      • tensorcircuit.templates.dataset
      • tensorcircuit.templates.graphs
      • tensorcircuit.templates.measurements
    • tensorcircuit.torchnn
    • tensorcircuit.translation
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tensorcircuit.templates#

  • tensorcircuit.templates.ansatz
  • tensorcircuit.templates.blocks
  • tensorcircuit.templates.chems
  • tensorcircuit.templates.conversions
  • tensorcircuit.templates.dataset
  • tensorcircuit.templates.graphs
  • tensorcircuit.templates.measurements
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