MindSpore Quantum Documentation
===============================

.. toctree::
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   :maxdepth: 1
   :caption: Beginner Tutorial
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   beginner/beginner
   beginner/parameterized_quantum_circuit
   beginner/quantum_simulator
   beginner/quantum_measurement
   beginner/advanced_operations_of_quantum_circuit
   beginner/bloch_sphere

.. toctree::
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   :caption: Middle Level Tutorial
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   middle_level/middle_level
   middle_level/noise
   middle_level/noise_simulator
   middle_level/qubit_mapping

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   :caption: Advanced Tutorial
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   advanced/advanced
   advanced/get_gradient_of_PQC_with_mindquantum
   advanced/initial_experience_of_quantum_neural_network
   advanced/equivalence_checking_of_PQC

.. toctree::
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   :caption: Case Library
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   case_library/case_library
   case_library/grover_search_algorithm
   case_library/shor_algorithm
   case_library/hhl_algorithm
   case_library/quantum_phase_estimation
   case_library/quantum_approximate_optimization_algorithm
   case_library/classification_of_iris_by_qnn
   case_library/vqe_for_quantum_chemistry
   case_library/qnn_for_nlp

.. toctree::
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   :caption: API
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   overview
   mindquantum.dtype
   mindquantum.core
   mindquantum.simulator
   mindquantum.framework
   mindquantum.algorithm
   mindquantum.device
   mindquantum.io
   mindquantum.engine
   mindquantum.utils

.. toctree::
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   :caption: Paper with Code
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   paper_with_code

.. toctree::
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   :caption: RELEASE NOTES
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   RELEASE

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   :caption: Installation Guide
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   mindquantum_install

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                     <a href="./mindquantum_install.html" class="article-link">
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                           <div class="doc-article-head">
                              <span class="doc-head-content">Installation Guide</span>
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                           <div class="doc-article-desc">
                              Understand how to install MindSpore Quantum in different systems, or localize fast compilation and debugging of MindSpore Quantum as a developer.
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                     </a>
                  </div>
					</div>
				</div>
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               <div class="doc-article-list">
                  <div class="doc-article-item">
                     <a href="./beginner/beginner.html" class="article-link">
                        <div>
                           <div class="doc-article-head">
                              <span class="doc-head-content">Beginner Tutorial</span>
                           </div>
                           <div class="doc-article-desc">
                              Understand the basic components of MindSpore Quantum, including <b style="color: #3366FF">quantum gates</b>, <b style="color: #3366FF">quantum circuits</b>, <b style="color: #3366FF">hamiltonian</b>, and the usage of <b style="color: #3366FF">quantum simulators</b>.
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                     <a href="./middle_level/middle_level.html" class="article-link">
                        <div>
                           <div class="doc-article-head">
                              <span class="doc-head-content">Middle Level Tutorial</span>
                           </div>
                           <div class="doc-article-desc">
                              Understand the applications of MindSpore Quantum in <b style="color: #3366FF">noisy quantum simulation</b>, <b style="color: #3366FF">quantum circuit compilation</b>, <b style="color: #3366FF">qubit mapping</b>, and other scenarios that are closer to real quantum chip environments.
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                     <a href="./advanced/advanced.html" class="article-link">
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                           <div class="doc-article-head">
                              <span class="doc-head-content">Advanced Tutorial</span>
                           </div>
                           <div class="doc-article-desc">
                              Understand the design and usage of MindSpore Quantum for NISQ algorithms, particularly how to design <b style="color: #3366FF">variational quantum algorithms</b> and collaborate with MindSpore to train <b style="color: #3366FF">hybrid quantum-classical algorithms</b>.
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                     <a href="./case_library/case_library.html" class="article-link">
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                           <div class="doc-article-head">
                              <span class="doc-head-content">Case Library</span>
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                           <div class="doc-article-desc">
                              Comprehensive case tutorials in the field of <b style="color: #3366FF">universal quantum algorithms</b> and <b style="color: #3366FF">variational quantum algorithms</b> that can help you quickly get started in related research areas.
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               <div class="doc-article-list">
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                     <a href="./overview.html" class="article-link">
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                           <div class="doc-article-head">
                              <span class="doc-head-content">API</span>
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                           <div class="doc-article-desc">
                              MindSpore Quantum API description list。
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                     <a href="./paper_with_code.html" class="article-link">
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                           <div class="doc-article-head">
                              <span class="doc-head-content">Paper with Code</span>
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                           <div class="doc-article-desc">
                              Open-source contributors and official reproduction code based on academic papers.
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            <div class="col-md-6">
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                  <div class="doc-article-item">
                     <a href="./RELEASE.html" class="article-link">
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                           <div class="doc-article-head">
                              <span class="doc-head-content">RELEASE NOTES</span>
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                           <div class="doc-article-desc">
                              Contains information on major features and augments, API changes for the release versions.
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