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AFML
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"""
Guide compatibility shim.

Allows examples that use:
    from model_development import ...
from the repository root.
"""

from afml.production.model_development import (
    LogAnalyzer,
    LoggingModelDevelopmentPipeline,
    ModelDevelopmentLogger,
    ModelDevelopmentPipeline,
    PipelineMonitor,
    ProductionReadinessChecker,
    compare_runs,
    develop_production_model,
    develop_production_model_with_enhanced_logging,
)

__all__ = [
    "ModelDevelopmentPipeline",
    "LoggingModelDevelopmentPipeline",
    "ModelDevelopmentLogger",
    "LogAnalyzer",
    "PipelineMonitor",
    "ProductionReadinessChecker",
    "compare_runs",
    "develop_production_model",
    "develop_production_model_with_enhanced_logging",
]