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Module meta_learning

Module meta_learning 

Source

Re-exports§

pub use super::meta_transfer::DomainAdaptation;
pub use super::meta_transfer::TransferMetrics;
pub use super::meta_transfer::TransferStrategy;
pub use super::meta_transfer::MIN_TRANSFER_SIMILARITY;

Structs§

AdaptationStrategy
Adaptation strategy representation
EpisodeContext
Episode context for meta-learning
ExperienceBuffer
Experience buffer for storing and managing learning experiences
ExplorationParams
Exploration parameters
LearningRateAdapter
Learning rate adaptation system
MetaAction
Meta-action representation
MetaExperience
Meta-learning experience representation
MetaLearner
Meta-learning system for streaming optimization
MetaLearningDiagnostics
Diagnostic information for meta-learning
MetaLearningStatistics
Meta-learning statistics
MetaModel
Meta-model for decision making
MetaModelParameters
Meta-model parameters
MetaState
Meta-state representation
ModelPerformanceMetrics
Model performance metrics
OptimizationParams
Optimization parameters
RegularizationParams
Regularization parameters
StrategyCondition
Strategy applicability conditions
StrategyPerformance
Strategy performance tracking
StrategySelector
Strategy selection system
TrainingEpisode
Training episode for meta-model

Enums§

ComparisonOperator
Comparison operators
ConditionType
Condition types for strategy selection
EpisodeOutcome
Episode outcome classifications
LearningRateStrategy
Learning rate adaptation strategies
MetaModelType
Type of meta-model used for decision making
SelectionPolicy
Strategy selection policies
StrategyType
Strategy types
TrendDirection
Trend direction for strategy performance

Type Aliases§

ExperienceReplay
Type alias for experience replay functionality