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thermal_init.py

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+"""
+THRML Integration Module for Morbid AI
+======================================
+
+This module integrates THRML (Thermodynamic HypergRaphical Model Library) 
+with Morbid AI to provide probabilistic mortality modeling with uncertainty 
+quantification.
+
+Components:
+- models: Energy-based models for mortality prediction
+- graph: Graph construction utilities for mortality data
+- sampling: THRML sampling implementations
+- api: API integration with existing Morbid infrastructure
+
+Version: 0.1.0
+Author: Morbid AI Development Team
+"""
+
+from thermal.models.life_expectancy import LifeExpectancyEBM
+from thermal.models.death_probability import DeathProbabilityGraph
+from thermal.graph.mortality_graph import MortalityGraphBuilder
+from thermal.api.thermal_client import ThermalAIClient
+
+__version__ = "0.1.1"
+__all__ = [
+    "LifeExpectancyEBM",
+    "DeathProbabilityGraph", 
+    "MortalityGraphBuilder",
+    "ThermalAIClient"
+]