Module ml

Module ml 

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ML-readiness evaluation module.

Validates that generated data is suitable for machine learning tasks including feature distributions, label quality, and graph structure.

Structsยง

FeatureAnalysis
Results of feature analysis.
FeatureAnalyzer
Analyzer for feature distributions.
FeatureStats
Statistics for a single feature.
GraphAnalysis
Results of graph analysis.
GraphAnalyzer
Analyzer for graph structure.
GraphMetrics
Basic graph metrics.
LabelAnalysis
Results of label analysis.
LabelAnalyzer
Analyzer for label quality.
LabelDistribution
Distribution for a single label class.
MLReadinessEvaluation
Combined ML-readiness evaluation results.
SplitAnalysis
Results of split analysis.
SplitAnalyzer
Analyzer for train/test splits.
SplitMetrics
Metrics for a single split.