Expand description
Quantum Machine Learning Accelerators
Hardware-specific quantum ML gate optimizations with tensor network decompositions and variational quantum eigenstate preparation.
Structs§
- Hardware
EfficientML Layer - Hardware-efficient quantum ML layer
- Optimization
Config - Optimization
Result - Parameter
Shift Optimizer - Parameter-shift rule optimizations for ML gradients
- Quantum
Kernel Optimizer - Quantum kernel feature map optimizations
- Quantum
Natural Gradient - Quantum natural gradient implementations
- Tensor
NetworkML Accelerator - Tensor network-based quantum ML accelerator