"""
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"
]