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ExtendedStim: tools for testing quantum circuits, quantum error-correction codes.

Project description

ExtendedStim: A Python Package Addressing both Fermionic and Bosonic Quantum Error-Correction Simultaneously

License Python Documentation

本程序基于Python 3.12+开发,主要用于量子纠错码和量子线路的构造与测试。

🔨 1 项目依赖

  • QuTiP - 量子工具包
  • Stim - 量子纠错模拟器
  • Stimbposd - 基于Stim的BPOSD译码器
  • Galois - 提供$\mathbb{F}_2$上的代数计算
  • NumPy - 数值计算库
  • SciPy - 科学计算库
  • Matplotlib - 绘图库
  • Qiskit - 提供量子线路图的绘制
  • Mip - 整数规划求解器,用于code distance的计算

📁 2 项目结构

├── extendedstim/               # 核心代码目录
│   ├── Circuit/                # 量子线路相关模块
│   │   └── Circuit.py          # 量子线路实现
│   ├── Code/                   # 量子码和线性码模块
│   │   ├── LinearCode/         # 线性码实现
│   │   │   ├── BicycleCode.py  # 自行车码实现
│   │   │   └── LinearCode.py   # 线性码基类
│   │   ├── QuantumCode/        # 量子码实现
│   │   │   ├── LatticeSurgery.py      # 格点手术
│   │   │   ├── MajoranaCSSCode.py     # Majorana CSS码
│   │   │   ├── MajoranaCode.py        # Majorana码
│   │   │   ├── PauliCSSCode.py        # Pauli CSS码
│   │   │   ├── PauliCode.py           # Pauli码
│   │   │   ├── QuantumCSSCode.py      # 量子CSS码
│   │   └── └── QuantumCode.py         # 量子码基类
│   ├── Math/                   # 数学工具模块
│   │   ├── BinaryArray.py      # 二进制数组操作
│   │   └── Graph.py            # 图论工具
│   └── Physics/                # 物理操作模块
│   │   ├── MajoranaOperator.py # Majorana算符
│   │   ├── Operator.py         # 算符基类
│   │   └── PauliOperator.py    # Pauli算符
│   └── __init__.py             # 模块初始化文件
├── .git/                       # Git版本控制
├── .idea/                      # IDE配置文件
└── README.md                   # 项目说明文档

📖 3 基本工作流

3.1 计算code parameters

  1. 构造量子纠错码
  2. 计算量子纠错码的code parameters

3.2 计算logical error rate

  1. 构造量子线路
  2. 执行Monte-Carlo模拟,对比预测正确与否得到logical error rate

📄 4 许可证

本项目采用MIT许可证 - 查看 LICENSE 文件了解详情。

📞 5 联系方式

  • 作者: Moke
  • 邮箱: Moke2001@whu.edu.cn
  • 地址: 北京市海淀区清华大学蒙民伟科技楼S219
  • 电话: +86 130-3373-6868

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