"""Ring 3 extension: Validation pipeline for causal discovery evaluation."""

from orxaq.fabric.validation.metrics import ValidationMetrics, compute_metrics
from orxaq.fabric.validation.pipeline import ValidationPipeline
from orxaq.fabric.validation.report import ValidationReport, generate_report
from orxaq.fabric.validation.synthetic import ValidationDataGenerator

__all__ = [
    "ValidationDataGenerator",
    "ValidationMetrics",
    "ValidationPipeline",
    "ValidationReport",
    "compute_metrics",
    "generate_report",
]
