Module quantum_ml_pipeline

Module quantum_ml_pipeline 

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Quantum ML Pipeline

This module defines the quantum machine learning pipeline structure.

Structs§

ClassicalLayer
Classical layer
FeatureEngineeringStage
Feature engineering stage
ModelTrainingStage
Model training stage
PerformanceMetrics
Performance metrics
PipelineConfiguration
Pipeline configuration
PostProcessingStage
Post-processing stage
PreprocessingStage
Preprocessing stage
QuantumCircuit
Quantum circuit representation
QuantumEncodingStage
Quantum encoding stage
QuantumFeature
Quantum feature
QuantumFeatureMap
Quantum feature map
QuantumGate
Quantum gate
QuantumKernel
Quantum kernel
QuantumLayer
Quantum layer
QuantumMLPipeline
Quantum ML Pipeline
QuantumMetrics
Quantum-specific metrics
QuantumResourceUsage
Quantum resource usage
QuantumStatePreparation
Quantum state preparation
ResourceUsageMetrics
Resource usage metrics
VariationalAnsatz
Variational ansatz

Enums§

CalibrationMethod
Calibration method
FeatureTransformation
Feature transformation
ModelArchitecture
Model architecture
ObjectiveFunction
Objective function
OptimizationMethod
Optimization method
OutputTransformation
Output transformation
PipelineStage
Pipeline stage
PreprocessingStep
Preprocessing step
QuantumEncodingMethod
Quantum encoding methods
QuantumLayerType
Quantum layer types
StateInitialization
State initialization methods
TrainingAlgorithm
Training algorithm
TrainingState
Training state
UncertaintyQuantification
Uncertainty quantification