These tutorials target the current blueqatSDK (PyTorch-native edition). Install it with:
pip install git+https://github.com/blueqat/blueqatSDK
日本語版のチュートリアルは README.ja.md を参照してください。
See CHANGELOG.md for breaking changes and what's new.
- Basic Operation on Quantum Computer
| No. | Title | 日本語 |
|---|---|---|
| 001. | Operation on Qubits and Quantum Algorithm | 日本語 |
| 002. | Quantum Logic Gate | 日本語 |
| 003. | Connection to the cloud | 日本語 |
| 004. | Backend | 日本語 |
- Machine Learning Algorithms
| No. | Title | 日本語 |
|---|---|---|
| 100. | Quantum Classical Hybrid Machine Learning | 日本語 |
| 101. | Quantum Circuit Born Machine | 日本語 |
| 102. | Tree Tensor Network and Matrix Product State | 日本語 |
| 103. | Quantum Convolutional Neural Network | 日本語 |
- Optimization Algorithms (QAOA, etc.)
| No. | Title | 日本語 |
|---|---|---|
| 200. | Variational Quantum Eigensolver VQE | 日本語 |
| 201. | Quantum Approximate Optimization Algorithm QAOA | 日本語 |
| 202. | Clustering on QAOA | 日本語 |
| 203. | Linear Regression on QAOA | 日本語 |
| 204. | Matrix Factorization | 日本語 |
| 205. | Traffic Flow Optimization on QAOA | 日本語 |
| 206. | Maxcut, Exact Cover, Graph Coloring on QAOA | 日本語 |
| 207. | Set Packing | 日本語 |
| 208. | Vertext Cover | 日本語 |
| 209. | Grover Adaptive Search for QUBO | 日本語 |
- FTQC Algorithms
- Shor's Algorithm
The theory notebook (400) plus a from-scratch series (401-405) building a working implementation of Shor's algorithm from the ground up, one arithmetic building block at a time, and running it end to end.
- Quantum Chemistry
| No. | Title | 日本語 |
|---|---|---|
| 500. | Quantum Chemistry and VQE | 日本語 |
| 501. | VQE with homemade ansatz | 日本語 |
| 502. | Excited state calculation | 日本語 |