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"""
Architecture comparison framework for the Felix Framework.
This module provides comprehensive comparison capabilities between the helix-based
Felix architecture and traditional alternatives (linear pipeline, mesh communication)
for rigorous hypothesis testing and research validation.
Key Components:
- ArchitectureComparison: Unified comparison framework
- StatisticalAnalyzer: Statistical validation methods
- ExperimentalProtocol: Controlled experiment design
- HypothesisValidator: Automated hypothesis testing
The system supports:
- Performance benchmarking across all architectures
- Statistical significance testing with proper experimental design
- Hypothesis validation for H1, H2, H3 research claims
- Publication-quality research methodology and documentation
Mathematical references:
- docs/hypothesis_mathematics.md: Statistical frameworks for all hypotheses
- docs/mathematical_model.md: Theoretical foundation for comparisons
"""
from .architecture_comparison import (
ArchitectureComparison,
ComparisonResults,
ExperimentalConfig,
PerformanceMetrics
)
from .statistical_analysis import (
StatisticalAnalyzer,
StatisticalResults,
HypothesisValidator
)
from .experimental_protocol import (
ExperimentalProtocol,
ExperimentalDesign,
ValidationProtocol
)
__all__ = [
'ArchitectureComparison',
'ComparisonResults',
'ExperimentalConfig',
'PerformanceMetrics',
'StatisticalAnalyzer',
'StatisticalResults',
'HypothesisValidator',
'ExperimentalProtocol',
'ExperimentalDesign',
'ValidationProtocol'
] |