Module sampler_framework

Module sampler_framework 

Source
Expand description

Sampler framework extensions for advanced optimization strategies.

This module provides plugin architecture, hyperparameter optimization, ensemble methods, and adaptive sampling strategies.

Structs§

AdaptiveSampler
Adaptive sampling strategy
CrossValidationResult
EnsembleSampler
Ensemble sampler that combines multiple sampling strategies
HyperparameterOptimizer
Hyperparameter optimization for samplers
OptimizationResult
PluginInfo
PluginManager
Plugin manager for dynamic sampler loading
SamplerCrossValidation
Cross-validation for sampler evaluation
TrialResult

Enums§

AdaptationStrategy
EnsembleMethod
EvaluationMetric
OptimizationMethod
ParameterSpace

Traits§

SamplerPlugin
Plugin trait for custom samplers