Module advanced_algorithms 

Advanced Quantum Machine Learning Algorithms

This module provides sophisticated QML algorithms including:

• Quantum Kernel Methods for SVM and kernel-based classifiers
• Quantum Transfer Learning for pre-trained circuit reuse
• Quantum Ensemble Methods for combining multiple quantum models
• Quantum Feature Maps with advanced embedding strategies

Structs

QMLMetrics

QML metrics for model evaluation

QuantumEnsemble

Quantum ensemble classifier

QuantumKernel

Quantum kernel for kernel-based machine learning

QuantumKernelConfig

Quantum kernel configuration

QuantumSVM

Quantum SVM classifier

QuantumTransferLearning

Quantum transfer learning model

TransferLearningConfig

Transfer learning configuration

Enums

FeatureMapType

Feature map types for quantum kernels

VotingStrategy

Ensemble voting strategy