Module temporal

Module temporal 

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Temporal and Causal Analysis Components for Advanced Fusion Intelligence

This module contains all temporal processing, causal analysis, and spacetime-related structures and implementations for the advanced fusion intelligence system, including multi-timeline processing, causal discovery, paradox resolution, and dimensional analysis.

Structs§

CausalAnalysisEngine
Engine for causal analysis
CausalDiscovery
System for discovering causal relationships
CausalEdge
Edge in the causal graph
CausalGraph
Graph representation of causal relationships
CausalInference
System for causal inference
CausalNode
Node in the causal graph
CausalStructureAnalyzer
Analyzer for causal structures
Confounder
Confounder in causal relationships
ConsistencyCheck
Check for temporal consistency
ConsistencyMaintenance
System for maintaining consistency
ConstraintTest
Test for causal constraints
CounterfactualQuery
Query for counterfactual analysis
CounterfactualReasoning
System for counterfactual reasoning
DetectionAlgorithm
Algorithm for paradox detection
DimensionalAnalysis
Analysis of dimensional structure
EffectEstimation
System for estimating causal effects
EffectMeasure
Measure of causal effect
ExtraDimension
Extra dimension beyond standard spacetime
IdentificationStrategy
Strategy for causal identification
ImpactAnalysis
Analysis of paradox impact
InterventionEffect
Effect of interventions on the causal system
MetricTensor
Metric tensor for spacetime geometry
MultiTimelineProcessor
Multi-timeline processor for temporal analysis
ParadoxDetection
System for detecting temporal paradoxes
ReasoningEngine
Engine for reasoning operations
RepairMechanism
Mechanism for repairing inconsistencies
ResolutionStrategy
Strategy for resolving paradoxes
RobustnessBounds
Bounds for robustness analysis
SensitivityAnalysis
Analysis of sensitivity to assumptions
SensitivityParameter
Parameter for sensitivity analysis
SeverityAssessment
Assessment of paradox severity
SeverityMetric
Metric for assessing severity
SpacetimeMapper
Mapper for spacetime analysis
SpacetimeModel
Model of spacetime structure
StructureLearning
System for learning causal structure
TemporalDimension
Individual temporal dimension
TemporalParadoxResolver
Resolver for temporal paradoxes
TimelineSynchronizer
Timeline synchronizer for multi-dimensional time
ValidityCheck
Check for validity of causal assumptions
VarianceEstimation
Estimation of variance

Enums§

CausalAssumption
Assumptions for causal inference
CausalDirection
Direction of causal relationships
CheckType
Types of validity checks
DimensionType
Types of dimensions
DiscoveryAlgorithm
Algorithms for causal discovery
EdgeType
Types of causal edges
EstimationMethod
Methods for effect estimation
InferenceFramework
Frameworks for causal inference
LearningMethod
Methods for structure learning
MeasureType
Types of effect measures
ModelSelection
Methods for model selection
NodeType
Types of nodes in causal graphs
ParadoxType
Types of temporal paradoxes
ReasoningType
Types of reasoning
ResolutionMethod
Methods for paradox resolution
StrategyType
Types of identification strategies
SynchronizationProtocol
Protocols for timeline synchronization
TestType
Types of statistical tests
TopologyType
Types of spacetime topology
UncertaintyHandling
Methods for handling uncertainty
VarianceEstimationType
Types of variance estimation