unitarylab-algorithms 1.0.0

A Python package for quantum algorithms from UnitaryLab.

unitarylab_algorithms

本 算法库 由 UntiaryLab 整理开发实现，包含可独立调用的量子算法实现。目前共整理出 28 个算法，按主题划分为 6 个类别：密码学、基础算法、哈密顿量模拟、线性代数、量子机器学习、Schrodingerization 方程求解。

下载

本算法库运行依赖于 UnitaryLab 量子模拟器软件包，可通过pip下载

pip install unitarylab

通过pip下载本算法库

pip install unitarylab_algorithms

当前算法清单

1. cryptology

• discrete_log: Discrete Log Algorithm
• shor: Shor Algorithm
• simon: Simon Algorithm

2. fundamental_algorithm

• hadamard_transform: Hadamard Transform Algorithm
• hadamard_test: Hadamard Test Algorithm
• amplitude_amplification: Amplitude Amplification Algorithm
• amplitude_estimation: Amplitude Estimation Algorithm
• grover: Grover Algorithm
• qpe: Quantum Phase Estimation Algorithm

3. hamiltonian_simulation

• trotter: Trotter Algorithm
• qdrift: QDrift Algorithm
• taylor: Taylor Algorithm
• qsp: Quantum Signal Processing for Hamiltonian Simulation
• cartan: Cartan Decomposition Algorithm

4. linear_algebra

• hhl: HHL Algorithm
• lcu: LCU Algorithm
• qft: Quantum Fourier Transform Algorithm
• qsp: Quantum Signal Processing Algorithm
• qsvt_qlsa: QSVT Linear Solver Algorithm
• vqls: VQLS Algorithm

5. quantum_machine_learning

• vqe: Variational Quantum Eigensolver
• qaoa: Quantum Approximate Optimization Algorithm
• qcbm: Quantum Circuit Born Machine
• vqc: Variational Quantum Classifier
• cvqnn: Continuous-Variable Quantum Neural Network

6. schrodingerization

• equation_heat: Heat Equation Algorithm
• equation_heat2d: Heat2D Equation Algorithm
• equation_advection: Advection Equation Algorithm