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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", | |
| ] | |