"""
Decoder components for MuLGIT-Perturb.

This module is a compatibility shim. The actual implementations live in
`conditioning.py` because the FiLM conditioning layer and delta decoder are
used together, but `mulgit.perturb.__init__` exposes them from `.decoder`.
"""

from .conditioning import DeltaDecoderWithUncertainty, PathwayDecoder, SNNStack, create_delta_decoder

__all__ = [
    "DeltaDecoderWithUncertainty",
    "PathwayDecoder",
    "SNNStack",
    "create_delta_decoder",
]