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Phase 2: Population-based response distributions
This module enables:
- Generating variants of personas with statistical distributions
- Querying populations of persona variants
- Analyzing and visualizing response distributions
"""
from .sampler import PopulationSampler, VariationLevel
from .variant_generator import PersonaVariant, generate_variants
from .analyzer import ResponseAnalyzer, PopulationResults
__all__ = [
"PopulationSampler",
"VariationLevel",
"PersonaVariant",
"generate_variants",
"ResponseAnalyzer",
"PopulationResults",
]
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