Common quantum algorithms implementation in Jupyter + Qiskit
- Basics:
- Entaglement
- Teleportation
- Swap
- Toffoli
- Algorithms:
- Deutch
- Deutch - Josza
- Simon
- Grover
- Criptography:
- BB84
- Machine learning:
- Basis state and amplitude data encoding
- SVM Kernel inner product
- Quantum SVM with ZZ feature map kernel
- Quantum Neural Network for classification
- Deep learning:
- Quantum Convolutional NN for classification
- Quantum distance measures:
- Earth's Movers
- Fidelty
- Inner Product
- Controlled Swap Test
- Clustering
- Agglomerative with quantum dissimilarity matrix
- DBSCAN with quantum dissimilarity matrix