Atomizer/optimization_engine/surrogates/__init__.py

"""
DEPRECATED: This module has been moved to optimization_engine.processors.surrogates

Please update your imports:
    from optimization_engine.processors.surrogates import EnsembleSurrogate

This module will be removed in a future version.
"""

import warnings

warnings.warn(
    "optimization_engine.surrogates is deprecated. "
    "Use optimization_engine.processors.surrogates instead.",
    DeprecationWarning,
    stacklevel=2
)

# Redirect imports
from optimization_engine.processors.surrogates import (
    EnsembleSurrogate,
    OODDetector,
    create_and_train_ensemble
)

__all__ = ['EnsembleSurrogate', 'OODDetector', 'create_and_train_ensemble']