List of all items

Structs

• adaptive::AdaptiveConfig
• adaptive::AdaptiveSequenceProcessor
• adaptive::AdaptiveTransformerEnhancement
• adaptive::AdaptiveTransformerOptimizerConfig
• adaptive::AnalysisResult
• adaptive::ArchitectureAdaptation
• adaptive::ArchitecturePerformance
• adaptive::ArchitectureSearchSpace
• adaptive::AttentionOptimization
• adaptive::AttentionPatternCache
• adaptive::AttentionWindow
• adaptive::Basin
• adaptive::BasinAnalyzer
• adaptive::ComplexityEstimator
• adaptive::CompressionParams
• adaptive::CompressionQualityMetrics
• adaptive::ConnectivityAnalyzer
• adaptive::ConvergenceMetrics
• adaptive::CurvatureInfo
• adaptive::DynamicArchitectureAdapter
• adaptive::EnhancementResult
• adaptive::EnhancementStatistics
• adaptive::GlobalStructureDetector
• adaptive::GradientCharacteristics
• adaptive::LandscapeAnalysis
• adaptive::LandscapeFeatures
• adaptive::LocalGeometryAnalyzer
• adaptive::LocalMinimaDetector
• adaptive::LocalMinimum
• adaptive::MemoryEfficientAttentionManager
• adaptive::MemoryUsageTracker
• adaptive::OptimizationLandscapeAnalyzer
• adaptive::OptimizationPath
• adaptive::OptimizationPattern
• adaptive::PathAnalysisResults
• adaptive::PatternApplicability
• adaptive::PatternLibrary
• adaptive::PatternRecognizer
• adaptive::PerformanceFeatureExtractor
• adaptive::PerformancePrediction
• adaptive::PredictionCache
• adaptive::PredictionResult
• adaptive::PredictorNetwork
• adaptive::ResourceConstraints
• adaptive::SaddlePoint
• adaptive::SaddlePointDetector
• adaptive::SequenceAdaptation
• adaptive::SequenceCompressor
• adaptive::Symmetry
• adaptive::SymmetryDetector
• adaptive::TransformerPerformancePredictor
• adaptive::UncertaintyEstimator
• common::LearnedOptimizerConfig
• common::NeuralOptimizerMetrics
• common::OptimizerState
• common::StateMetadata
• common::TaskContext
• common::TaskPerformance
• few_shot::AdaptationConfig
• few_shot::AdaptationPerformance
• few_shot::AdaptationResult
• few_shot::AdaptationStep
• few_shot::DomainCharacteristics
• few_shot::DomainConstraint
• few_shot::DomainInfo
• few_shot::EarlyStoppingConfig
• few_shot::EncoderLayer
• few_shot::EncoderNetwork
• few_shot::EpisodeMetadata
• few_shot::EpisodicMemoryBank
• few_shot::ExampleMetadata
• few_shot::FastAdaptationConfig
• few_shot::FastAdaptationEngine
• few_shot::FewShotConfig
• few_shot::FewShotLearningSystem
• few_shot::FewShotPerformanceTracker
• few_shot::MemoryBankConfig
• few_shot::MemoryEpisode
• few_shot::MemoryUsageStats
• few_shot::MetaGradients
• few_shot::PerformanceRecord
• few_shot::PerformanceStats
• few_shot::Prototype
• few_shot::PrototypeMetadata
• few_shot::PrototypicalNetwork
• few_shot::PrototypicalNetworkConfig
• few_shot::PrototypicalNetworkParams
• few_shot::QueryExample
• few_shot::QuerySet
• few_shot::QuerySetStatistics
• few_shot::RegularizationConfig
• few_shot::ResourceConstraints
• few_shot::ResourceUsage
• few_shot::SimilarityCalculatorConfig
• few_shot::SupportExample
• few_shot::SupportSet
• few_shot::SupportSetManager
• few_shot::SupportSetManagerConfig
• few_shot::SupportSetStatistics
• few_shot::TaskData
• few_shot::TaskMetadata
• few_shot::TaskSimilarityCalculator
• few_shot::TrackingConfig
• few_shot::TransferState
• few_shot::TransferStatistics
• lstm::AdaptationEvent
• lstm::AdaptiveLearningRateController
• lstm::AttentionMechanism
• lstm::AttentionStats
• lstm::ConvergenceIndicators
• lstm::DomainSimilarityEstimator
• lstm::GateActivationStats
• lstm::GradientAnalyzer
• lstm::GradientCorrelationTracker
• lstm::GradientFlowAnalyzer
• lstm::GradientFlowStats
• lstm::GradientNoiseEstimator
• lstm::GradientStatistics
• lstm::HistoryBuffer
• lstm::InnerLoopState
• lstm::LRAdaptationParams
• lstm::LSTMLayer
• lstm::LSTMNetwork
• lstm::LSTMNetworkStats
• lstm::LSTMOptimizer
• lstm::LSTMOptimizerMetrics
• lstm::LayerNormalization
• lstm::LossLandscapeAnalyzer
• lstm::MetaLearner
• lstm::MetaLearningState
• lstm::MetaTask
• lstm::NoiseCharacteristics
• lstm::OptimizationStateAnalysis
• lstm::OptimizationStateTracker
• lstm::OutputProjection
• lstm::PerformanceTracker
• lstm::StabilityMetrics
• lstm::StateStatistics
• lstm::TaskCharacteristics
• lstm::TrajectoryPoint
• lstm::TransferLearner
• lstm::TransferMetrics
• lstm::TransferResults
• meta_learning::AdaptationEngine
• meta_learning::AdaptationStatistics
• meta_learning::AdaptationStep
• meta_learning::AutoDiffEngine
• meta_learning::ComputationGraph
• meta_learning::ComputationNode
• meta_learning::ContinualLearningResult
• meta_learning::ContinualLearningSettings
• meta_learning::ContinualLearningSystem
• meta_learning::CurvatureEstimator
• meta_learning::DatasetMetadata
• meta_learning::DualNumber
• meta_learning::FewShotLearner
• meta_learning::FewShotResult
• meta_learning::FewShotSettings
• meta_learning::ForwardModeAD
• meta_learning::GradientComputationEngine
• meta_learning::HessianVectorProductEngine
• meta_learning::MAMLConfig
• meta_learning::MAMLLearner
• meta_learning::MemoryReplaySettings
• meta_learning::MetaLearningConfig
• meta_learning::MetaLearningFramework
• meta_learning::MetaLearningStatistics
• meta_learning::MetaOptimizationTracker
• meta_learning::MetaParameters
• meta_learning::MetaTask
• meta_learning::MetaTrainingEpoch
• meta_learning::MetaTrainingMetrics
• meta_learning::MetaTrainingResult
• meta_learning::MetaTrainingResults
• meta_learning::MetaValidationResult
• meta_learning::MetaValidator
• meta_learning::MetricLearningSettings
• meta_learning::MixedModeAD
• meta_learning::MultiTaskCoordinator
• meta_learning::MultiTaskResult
• meta_learning::MultiTaskSettings
• meta_learning::QueryEvaluationMetrics
• meta_learning::QueryEvaluationResult
• meta_learning::ReverseModeAD
• meta_learning::SecondOrderGradientEngine
• meta_learning::StabilityMetrics
• meta_learning::TapeEntry
• meta_learning::TaskAdaptationMetrics
• meta_learning::TaskAdaptationResult
• meta_learning::TaskDataset
• meta_learning::TaskDistributionManager
• meta_learning::TaskMetadata
• meta_learning::TaskResult
• meta_learning::TrainingResult
• meta_learning::TransferLearningManager
• meta_learning::TransferLearningResult
• meta_learning::TransferLearningSettings
• meta_learning::ValidationResult
• transformer::SequenceBuffer
• transformer::TransformerNetwork
• transformer::TransformerOptimizer
• transformer::TransformerOptimizerConfig
• transformer::TransformerOptimizerMetrics
• transformer::architecture::attention::MultiHeadAttention
• transformer::architecture::attention::RelativePositionBias
• transformer::architecture::attention::RoPEEmbeddings
• transformer::architecture::encoder::DropoutLayer
• transformer::architecture::encoder::FeedForwardNetwork
• transformer::architecture::encoder::LayerNorm
• transformer::architecture::encoder::TransformerLayer
• transformer::architecture::feedforward::InputEmbedding
• transformer::architecture::feedforward::OutputProjectionLayer
• transformer::architecture::positional_encoding::PositionalEncoder
• transformer::strategies::gradient_processing::GradientProcessingParams
• transformer::strategies::gradient_processing::GradientProcessor
• transformer::strategies::gradient_processing::GradientStatistics
• transformer::strategies::learning_rate_adaptation::LRAdaptationParams
• transformer::strategies::learning_rate_adaptation::LearningRateAdapter
• transformer::strategies::learning_rate_adaptation::ScheduleState
• transformer::strategies::momentum_integration::MomentumIntegrator
• transformer::strategies::momentum_integration::MomentumParams
• transformer::strategies::momentum_integration::MomentumState
• transformer::strategies::momentum_integration::MomentumStatistics
• transformer::strategies::regularization::ParameterStatistics
• transformer::strategies::regularization::RegularizationParams
• transformer::strategies::regularization::SpectralNormState
• transformer::strategies::regularization::TransformerRegularizer
• transformer::training::curriculum::CurriculumLearner
• transformer::training::curriculum::CurriculumParams
• transformer::training::curriculum::CurriculumState
• transformer::training::curriculum::DifficultyPredictor
• transformer::training::curriculum::LearningProgressTracker
• transformer::training::curriculum::PerformanceRecord
• transformer::training::curriculum::ProgressMilestone
• transformer::training::curriculum::ScheduledTask
• transformer::training::curriculum::TaskDifficultyEstimator
• transformer::training::curriculum::TaskScheduler
• transformer::training::evaluation::AdversarialTest
• transformer::training::evaluation::BaselineComparison
• transformer::training::evaluation::ConvergenceInfo
• transformer::training::evaluation::DistributionTest
• transformer::training::evaluation::EfficiencyMetrics
• transformer::training::evaluation::EvaluationParams
• transformer::training::evaluation::EvaluationResult
• transformer::training::evaluation::MetricCalculator
• transformer::training::evaluation::NoiseTest
• transformer::training::evaluation::RobustnessTestSuite
• transformer::training::evaluation::SensitivityTest
• transformer::training::evaluation::StatisticalAnalyzer
• transformer::training::evaluation::StatisticalSignificance
• transformer::training::evaluation::TransformerEvaluator
• transformer::training::meta_learning::AdaptationEvent
• transformer::training::meta_learning::ContinualLearningEvent
• transformer::training::meta_learning::ContinualLearningState
• transformer::training::meta_learning::DistanceMetricLearner
• transformer::training::meta_learning::DomainAdapter
• transformer::training::meta_learning::DomainInfo
• transformer::training::meta_learning::DomainSimilarityEstimator
• transformer::training::meta_learning::DomainSpecificAdapter
• transformer::training::meta_learning::FewShotLearner
• transformer::training::meta_learning::FewShotParams
• transformer::training::meta_learning::MetaLearningParams
• transformer::training::meta_learning::MetaPerformanceMetrics
• transformer::training::meta_learning::MetaTrainingEvent
• transformer::training::meta_learning::TaskCharacteristics
• transformer::training::meta_learning::TaskInfo
• transformer::training::meta_learning::TransferEfficiencyTracker
• transformer::training::meta_learning::TransferEvent
• transformer::training::meta_learning::TransformerMetaLearner
• transformer_based_optimizer::OptimizationTrajectory
• transformer_based_optimizer::TrainingMetrics
• transformer_based_optimizer::TrainingSequence
• transformer_based_optimizer::TrajectoryMetadata
• transformer_based_optimizer::TransformerOptimizer
• transformer_based_optimizer::architecture::ArchitectureStats
• transformer_based_optimizer::architecture::TransformerArchitecture
• transformer_based_optimizer::architecture::TransformerLayer
• transformer_based_optimizer::attention::AttentionPatterns
• transformer_based_optimizer::attention::AttentionVisualizer
• transformer_based_optimizer::attention::CrossAttention
• transformer_based_optimizer::attention::MultiHeadAttention
• transformer_based_optimizer::attention::SelfAttention
• transformer_based_optimizer::config::MemoryConfig
• transformer_based_optimizer::config::MetaLearningConfig
• transformer_based_optimizer::config::PerformanceConfig
• transformer_based_optimizer::config::TransformerArchConfig
• transformer_based_optimizer::config::TransformerBasedOptimizerConfig
• transformer_based_optimizer::feedforward::FeedForwardNetwork
• transformer_based_optimizer::feedforward::GatedLinearUnit
• transformer_based_optimizer::feedforward::LinearLayer
• transformer_based_optimizer::feedforward::MixtureOfExperts
• transformer_based_optimizer::feedforward::SwiGLU
• transformer_based_optimizer::layers::ActivationLayer
• transformer_based_optimizer::layers::DropoutLayer
• transformer_based_optimizer::layers::EmbeddingLayer
• transformer_based_optimizer::layers::LayerNormalization
• transformer_based_optimizer::layers::OutputProjection
• transformer_based_optimizer::layers::ResidualConnections
• transformer_based_optimizer::memory_manager::AccessEvent
• transformer_based_optimizer::memory_manager::AccessPatterns
• transformer_based_optimizer::memory_manager::AccessTracker
• transformer_based_optimizer::memory_manager::CacheEntry
• transformer_based_optimizer::memory_manager::CompressedData
• transformer_based_optimizer::memory_manager::CompressionManager
• transformer_based_optimizer::memory_manager::MemoryCache
• transformer_based_optimizer::memory_manager::MemoryPressureMonitor
• transformer_based_optimizer::memory_manager::MemoryStatistics
• transformer_based_optimizer::memory_manager::OptimizationReport
• transformer_based_optimizer::memory_manager::TransformerMemoryManager
• transformer_based_optimizer::meta_learning::AdaptationNetwork
• transformer_based_optimizer::meta_learning::MemoryBank
• transformer_based_optimizer::meta_learning::MemoryExperience
• transformer_based_optimizer::meta_learning::MetaLearningResult
• transformer_based_optimizer::meta_learning::MetaOptimizer
• transformer_based_optimizer::meta_learning::MetaState
• transformer_based_optimizer::meta_learning::PerformanceTracker
• transformer_based_optimizer::meta_learning::TaskAdaptation
• transformer_based_optimizer::meta_learning::TaskBatch
• transformer_based_optimizer::meta_learning::TransformerMetaLearning
• transformer_based_optimizer::performance_tracker::AdaptiveLearningMetrics
• transformer_based_optimizer::performance_tracker::AlertThresholds
• transformer_based_optimizer::performance_tracker::ConvergenceStatistics
• transformer_based_optimizer::performance_tracker::DiskIOMetrics
• transformer_based_optimizer::performance_tracker::InferenceMetricsCollection
• transformer_based_optimizer::performance_tracker::LossStatistics
• transformer_based_optimizer::performance_tracker::MemoryMetricsCollection
• transformer_based_optimizer::performance_tracker::MemorySample
• transformer_based_optimizer::performance_tracker::MemoryUsage
• transformer_based_optimizer::performance_tracker::NetworkMetrics
• transformer_based_optimizer::performance_tracker::OptimizationMetricsCollection
• transformer_based_optimizer::performance_tracker::PerformanceAlert
• transformer_based_optimizer::performance_tracker::PerformanceBaselines
• transformer_based_optimizer::performance_tracker::PerformanceMetrics
• transformer_based_optimizer::performance_tracker::PerformanceReport
• transformer_based_optimizer::performance_tracker::PerformanceTrends
• transformer_based_optimizer::performance_tracker::ProfilingData
• transformer_based_optimizer::performance_tracker::QualityMetricsCollection
• transformer_based_optimizer::performance_tracker::ResourceMetricsCollection
• transformer_based_optimizer::performance_tracker::StabilityMetrics
• transformer_based_optimizer::performance_tracker::TimingMetricsCollection
• transformer_based_optimizer::performance_tracker::TrainingMetricsCollection
• transformer_based_optimizer::performance_tracker::TransformerPerformanceTracker
• transformer_based_optimizer::performance_tracker::TrendAnalyzer
• transformer_based_optimizer::positional_encoding::PositionalEncoding
• transformer_based_optimizer::positional_encoding::RelativePositionalEncoding
• transformer_based_optimizer::sequence_processor::ChunkingStrategy
• transformer_based_optimizer::sequence_processor::OptimizationSequenceProcessor
• transformer_based_optimizer::sequence_processor::SequenceBuffer
• transformer_based_optimizer::sequence_processor::SequencePreprocessor
• transformer_based_optimizer::sequence_processor::SequenceSegment
• transformer_based_optimizer::sequence_processor::SequenceStatistics
• transformer_based_optimizer::sequence_processor::StatisticsAccumulator
• transformer_based_optimizer::state::AdaptiveState
• transformer_based_optimizer::state::AttentionCache
• transformer_based_optimizer::state::AutoSaveConfig
• transformer_based_optimizer::state::CacheStatistics
• transformer_based_optimizer::state::CheckpointManager
• transformer_based_optimizer::state::CheckpointMetadata
• transformer_based_optimizer::state::ConvergenceTracker
• transformer_based_optimizer::state::GradientAccumulator
• transformer_based_optimizer::state::LearningPerformanceMetrics
• transformer_based_optimizer::state::LearningSchedule
• transformer_based_optimizer::state::LearningState
• transformer_based_optimizer::state::LearningStatistics
• transformer_based_optimizer::state::MemoryState
• transformer_based_optimizer::state::MemoryUsageTracker
• transformer_based_optimizer::state::OptimizationProgress
• transformer_based_optimizer::state::OptimizationState
• transformer_based_optimizer::state::OptimizerStateSnapshot
• transformer_based_optimizer::state::ParameterHistory
• transformer_based_optimizer::state::ParameterSnapshot
• transformer_based_optimizer::state::ParameterStatistics
• transformer_based_optimizer::state::SerializableConvergenceState
• transformer_based_optimizer::state::SerializableLearningState
• transformer_based_optimizer::state::SerializableOptimizationState
• transformer_based_optimizer::state::SerializableState
• transformer_based_optimizer::state::SnapshotMetadata
• transformer_based_optimizer::state::StateConfig
• transformer_based_optimizer::state::StateMetadata
• transformer_based_optimizer::state::StateStatistics
• transformer_based_optimizer::state::StateSummary
• transformer_based_optimizer::state::StateValidationReport
• transformer_based_optimizer::state::TaskAdaptationRecord
• transformer_based_optimizer::state::TransformerOptimizerState
• transformer_based_optimizer::state::ValidationResult

Enums

• adaptive::ActivationType
• adaptive::AdaptationStrategy
• adaptive::ArchitectureChange
• adaptive::BasinAnalysisMethod
• adaptive::BasinShape
• adaptive::CacheEvictionPolicy
• adaptive::CompressionAlgorithm
• adaptive::MinimaDetectionAlgorithm
• adaptive::OptimizationStrategy
• adaptive::PatternType
• adaptive::PositionalEncodingType
• adaptive::SaddleDetectionAlgorithm
• adaptive::SymmetryType
• adaptive::UncertaintyMethod
• adaptive::WindowType
• adaptive::WindowingStrategy
• common::MetaOptimizationStrategy
• common::NeuralOptimizerType
• error::OptimError
• few_shot::ActivationFunction
• few_shot::AdaptationStrategyType
• few_shot::ConstraintEnforcement
• few_shot::ConstraintType
• few_shot::DifficultyLevel
• few_shot::DistanceMetric
• few_shot::DomainType
• few_shot::EvaluationMetric
• few_shot::EvictionPolicy
• few_shot::LayerType
• few_shot::SupportSetSelectionStrategy
• lstm::FlowStability
• lstm::NoiseType
• lstm::OptimizationPhase
• lstm::OutputTransform
• lstm::PerformanceTrend
• lstm::SimilarityFunction
• lstm::TaskType
• meta_learning::ActivationFunction
• meta_learning::AdaptationStrategy
• meta_learning::AntiForgettingStrategy
• meta_learning::AugmentationStrategy
• meta_learning::ComputationOperation
• meta_learning::CurvatureEstimationMethod
• meta_learning::DistanceMetric
• meta_learning::FewShotAlgorithm
• meta_learning::GradientBalancingMethod
• meta_learning::GradientComputationMethod
• meta_learning::HVPComputationMethod
• meta_learning::HessianComputationMethod
• meta_learning::InterferenceMitigationStrategy
• meta_learning::LossFunction
• meta_learning::MemorySelectionCriteria
• meta_learning::MetaLearningAlgorithm
• meta_learning::ModeSelectionStrategy
• meta_learning::ReplayStrategy
• meta_learning::SharedRepresentationStrategy
• meta_learning::SimilarityMeasure
• meta_learning::TaskIdentificationMethod
• meta_learning::TaskSamplingStrategy
• meta_learning::TaskType
• meta_learning::TaskWeightingStrategy
• meta_learning::TransferStrategy
• transformer::architecture::attention::AttentionOptimization
• transformer::architecture::encoder::ActivationFunction
• transformer::architecture::feedforward::OutputTransformation
• transformer::architecture::positional_encoding::PositionalEncodingType
• transformer::strategies::gradient_processing::GradientProcessingStrategy
• transformer::strategies::learning_rate_adaptation::LearningRateAdaptationStrategy
• transformer::strategies::momentum_integration::MomentumStrategy
• transformer::strategies::regularization::RegularizationStrategy
• transformer::training::curriculum::CurriculumStrategy
• transformer::training::curriculum::DifficultyEstimationMethod
• transformer::training::curriculum::LearningPhase
• transformer::training::curriculum::SchedulingPolicy
• transformer::training::evaluation::AggregationMethod
• transformer::training::evaluation::AttackType
• transformer::training::evaluation::DistributionShiftType
• transformer::training::evaluation::EvaluationStrategy
• transformer::training::evaluation::NoiseType
• transformer::training::meta_learning::AdaptationStrategy
• transformer::training::meta_learning::DomainType
• transformer::training::meta_learning::ForgettingPreventionStrategy
• transformer::training::meta_learning::MetaEventType
• transformer::training::meta_learning::MetaLearningStrategy
• transformer_based_optimizer::config::ActivationFunction
• transformer_based_optimizer::config::CacheEvictionStrategy
• transformer_based_optimizer::memory_manager::MemoryManagementStrategy
• transformer_based_optimizer::meta_learning::MetaLearningStrategy
• transformer_based_optimizer::performance_tracker::AlertType
• transformer_based_optimizer::positional_encoding::PositionalEncodingType
• transformer_based_optimizer::sequence_processor::SequenceProcessingStrategy

Traits

• few_shot::AdaptationStrategy
• few_shot::FastAdaptationAlgorithm
• few_shot::FewShotOptimizer
• few_shot::PerformanceMetric
• few_shot::SimilarityMetric
• meta_learning::MetaLearner
• transformer_based_optimizer::attention::AttentionMechanism

Type Aliases

• error::Result