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Blueqat Tutorial

0-0. Basic Operation on Quantum Computer

No. Title
001. Operation on Qubits and Quantum Algorithm
002. Quantum Logic Gate
003. Connection to the cloud
004. Backend

1-1. NISQ Variational and Machine Learning Algorithms

No. Title
200. Variational Quantum Eigensolver VQE
201. Quantum Approximate Optimization Algorithm QAOA
250. Quantum Classical Hybrid Machine Learning
252. Quantum Circuit Born Machine
253. Tree Tensor Network and Matrix Product State
210. Clustering
211. Linear Regression
212. Matrix Factorization

2-1. Combinatorial Optimization on QAOA

No. Title
300. Combinatorial Optimization Problems
301. Maxcut
305. Clique Cover
306. Cliques
307. Exact Cover
308. Graph Coloring, Graph Partitioning
310. Job Sequence
311. Knapsack
312. Set Cover
313. Set Packing
315. Vertext Cover
316. Traffic Flow Optimization
318. Portfolio Optimization
319. Prime Factorization
322. Protein Foldings

2-2. Continuous Variable Algorithms

No. Title
600. Basic Operations
601. Gaussian Gates
602. Kerr Gate
603. Photon Counting for Gaussian
604. State Teleportation
605. Cat State
606. Fock
607. CV Dense Coding

2-3. Quantum Chemistry

No. Title
400. Quantum Chemistry and VQE
401. VQE with homemade ansatz
402. Excited state calculation

3-1. Universal Quantum Algorithms 1 (Amplitude Amplification)

No. Title
110. Quantum Amplitude Amplification and Grover's Algorithm
112. Quantum Amplitude Estimation
113. QAE and Numerical Integration
114. Grover Adaptive Search for QUBO

3-2. Universal Quantum Algorithms 2 (Phase Estimation)

No. Title
120. Phase Kickback
121. Quantum Fourier Transform
122. Quantum Phase Estimation
123. Quantum Phase Estimation of 2x2 Hermitian Matrix
124. Quantum Phase Estimation of 4x4 Hermitian Matrix

3-1. Universal Quantum Algorithms 3

No. Title
100. Deutsch's algorithm
101. Deutsch-Jozsa's algorithm
102. Bernstein-Vazirani's algorithm
103. Simon's algorithm
104. Shor's algorithm
155. Four Calculations and Modulus

Contributors

Contributors

Discussions

Discussions

Licence

Apache Licence 2.0

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