Hands-on session 8

Session Recording

Lab book

Jupyter notebook

• Quantum Feature Maps with PennyLane
  • Main idea of feature map
    • Circles
    • XOR
    • Transformation of random points
  • 2d order Quantum Feature Map
    • Implementation in PennyLane
    • Circuit
    • Solution of circles problem
  • Send it after class: YY-projection
    • Solution of XOR problem
• Machine learning for quantum many-body problems
  • Building the 2D Heisenberg Model
• Constructing Classical Shadows
• Training Classical Machine Learning Models
  • Send it after class:
• Conclusion