src/explainability/__init__.py

"""Explainability Module - SHAP and LIME based model explanations."""

from .shap_explainer import (
    SHAPExplainer,
    LIMEExplainer,
    PredictionExplainer,
    get_explainer,
    explain_prediction
)

__all__ = [
    'SHAPExplainer',
    'LIMEExplainer', 
    'PredictionExplainer',
    'get_explainer',
    'explain_prediction'
]