dataset_validator.hpp File Reference

Generic per-field descriptive statistics + missingness/outlier detection over any Dataset. More...

#include <cstdint>
#include <string>
#include <vector>
#include "pulsatrix/dataset.hpp"

Include dependency graph for dataset_validator.hpp:

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Classes
struct	pulsatrix::FieldStatistics
	Descriptive statistics for one Sample field position, aggregated across a whole Dataset. More...
struct	pulsatrix::DatasetStatistics
	One Dataset's per-field descriptive statistics. More...
struct	pulsatrix::ValidationIssue
	One detected data-quality issue: a missing (NaN) value or a statistical outlier. More...
class	pulsatrix::DatasetValidator
	Generic data validation over any Dataset implementation – descriptive statistics and missingness/outlier detection only (campaign_exai_dl_library_data_pipeline Decision Point 5: distributional drift detection and bias/fairness metrics are explicitly out of scope, named follow-ups for a future campaign). More...

Namespaces
namespace	pulsatrix

Detailed Description

Generic per-field descriptive statistics + missingness/outlier detection over any Dataset.