MindSpore

Beginner Tutorial

  • Beginner Tutorial
  • Variational Quantum Circuit
  • Quantum Simulator
  • Quantum Measurement
  • Advanced Operations of Quantum Circuit
  • Bloch Sphere

Middle Level Tutorial

  • Middle Level Tutorial
  • Noisy Quantum Circuit
  • Noise Simulator
  • Qubit Mapping

Advanced Tutorial

  • Advanced Tutorial
  • Advanced Gradient Calculation of Variational Quantum Circuits
  • Initial Experience of Quantum Neural Network
  • Equivalence Checking of Parameterized Quantum Circuits

Case Library

  • Case Library
  • Grover Search and Long Algorithms Based on MindSpore Quantum
  • Shor’s Algorithm Based on MindSpore Quantum
  • HHL Algorithm
  • Quantum Phase Estimation Algorithm
  • Quantum Approximate Optimization Algorithm
  • Classification of IRIS by Quantum Neural Network
  • VQE Application in Quantum Chemistry Computing
  • The Application of Quantum Neural Network in NLP

API

  • overview
  • mindquantum.dtype
  • mindquantum.core
  • mindquantum.simulator
  • mindquantum.framework
  • mindquantum.algorithm
  • mindquantum.device
  • mindquantum.io
  • mindquantum.engine
  • mindquantum.utils

Paper with Code

  • Paper with Code

RELEASE NOTES

  • Release Notes

Installation Guide

  • MindSpore Quantum Installation
MindSpore
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  • MindSpore Quantum Documentation
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MindSpore Quantum Documentation

Installation Guide
Understand how to install MindSpore Quantum in different systems, or localize fast compilation and debugging of MindSpore Quantum as a developer.
Beginner Tutorial
Understand the basic components of MindSpore Quantum, including quantum gates, quantum circuits, hamiltonian, and the usage of quantum simulators.
Middle Level Tutorial
Understand the applications of MindSpore Quantum in noisy quantum simulation, quantum circuit compilation, qubit mapping, and other scenarios that are closer to real quantum chip environments.
Advanced Tutorial
Understand the design and usage of MindSpore Quantum for NISQ algorithms, particularly how to design variational quantum algorithms and collaborate with MindSpore to train hybrid quantum-classical algorithms.
Case Library
Comprehensive case tutorials in the field of universal quantum algorithms and variational quantum algorithms that can help you quickly get started in related research areas.
API
MindSpore Quantum API description list。
Paper with Code
Open-source contributors and official reproduction code based on academic papers.
RELEASE NOTES
Contains information on major features and augments, API changes for the release versions.
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