Index

_

__init__() (model_monitoring.data_drift.DataDrift method) , [1] (model_monitoring.fairness_drift.FairnessDrift method) , [1] (model_monitoring.fairness_measures.FairnessMeasures method) , [1] (model_monitoring.model_performance.PerformancesDrift method) , [1] (model_monitoring.performance_measures.PerformancesMeasures method) , [1] (model_monitoring.reference_metadata.ReferenceMetaData method) , [1] (model_monitoring.XAI.XAI method) , [1] (model_monitoring.XAI_drift.XAIDrift method) , [1]

C

compute_metrics() (model_monitoring.fairness_measures.FairnessMeasures method) , [1] (model_monitoring.performance_measures.PerformancesMeasures method) , [1]

D

DataDrift (class in model_monitoring.data_drift) , [1]

F

FairnessDrift (class in model_monitoring.fairness_drift) , [1]

FairnessMeasures (class in model_monitoring.fairness_measures) , [1] fit() (model_monitoring.XAI.XAI method) , [1]

G

get_absolute() (model_monitoring.model_performance.PerformancesDrift method) , [1] get_absolute_reduced() (model_monitoring.fairness_drift.FairnessDrift method) , [1] get_drift() (model_monitoring.XAI_drift.XAIDrift method) , [1] get_feature_importance() (model_monitoring.XAI.XAI method) , [1] get_meta_new() (model_monitoring.reference_metadata.ReferenceMetaData method) , [1] get_meta_ref() (model_monitoring.data_drift.DataDrift method) , [1] get_meta_reference() (model_monitoring.reference_metadata.ReferenceMetaData method) , [1]

get_relative() (model_monitoring.model_performance.PerformancesDrift method) , [1] get_relative_reduced() (model_monitoring.fairness_drift.FairnessDrift method) , [1] get_report() (model_monitoring.model_performance.PerformancesDrift method) , [1] (model_monitoring.XAI.XAI method) , [1] (model_monitoring.XAI_drift.XAIDrift method) , [1] get_report_reduced() (model_monitoring.fairness_drift.FairnessDrift method) , [1] get_score() (model_monitoring.XAI.XAI method) , [1]

M

model_monitoring.data_drift module , [1] model_monitoring.fairness_drift module , [1] model_monitoring.fairness_measures module , [1] model_monitoring.model_performance module , [1] model_monitoring.performance_measures module , [1] model_monitoring.reference_metadata module , [1]

model_monitoring.XAI module , [1] model_monitoring.XAI_drift module , [1] module model_monitoring.data_drift , [1] model_monitoring.fairness_drift , [1] model_monitoring.fairness_measures , [1] model_monitoring.model_performance , [1] model_monitoring.performance_measures , [1] model_monitoring.reference_metadata , [1] model_monitoring.XAI , [1] model_monitoring.XAI_drift , [1]

P

PerformancesDrift (class in model_monitoring.model_performance) , [1] PerformancesMeasures (class in model_monitoring.performance_measures) , [1]

plot() (model_monitoring.XAI.XAI method) , [1] (model_monitoring.XAI_drift.XAIDrift method) , [1]

R

ReferenceMetaData (class in model_monitoring.reference_metadata) , [1]

report_drift() (model_monitoring.data_drift.DataDrift method) , [1]

X

XAI (class in model_monitoring.XAI) , [1]

XAIDrift (class in model_monitoring.XAI_drift) , [1]