API Reference
A full reference of all supported tests and their parameters can be found here.
- Tabular Data/Model Setup
- NLP Data/Model Setup
- RIME Tests
CategoricalDriftTest
Chi2LabelDriftTest
MulticlassChi2PredictedLabelDriftTest
PSILabelDriftTest
MulticlassPSIPredictedLabelDriftTest
CorrelationDriftTest
MutualInformationFeatureDriftTest
MutualInformationLabelDriftTest
NullProportionDriftTest
JSDivergenceTest
KLDivergenceTest
NumericDistributionEqualityTest
PredictionDriftTest
RowNullProportionChi2Test
RowNullProportionPSITest
CapitalizationTest
CapitalizationTransformationTest
NonParametricOutliersTest
NumericOutlierTransformationTest
DuplicateRowsTest
FeatureTypeTest
FeatureTypeTransformationTest
FeatureLeakageTest
InconsistenciesTest
NullCheckComparisonTest
NullTransformationTest
OutOfRangeTest
OutOfRangeTransformationTest
OverallMetricsTest
RareCategoriesTest
RequiredFeaturesTest
MultiFeatSensitivityTest
MultiFeatVulnerabilityTest
SensitivityTest
VulnerabilityTest
UnseenCategoricalTest
UnseenCategoricalTransformationTest
UnseenDomainTest
UnseenEmailTest
UnseenURLTest
UnseenDomainTransformationTest
UnseenEmailTransformationTest
UnseenURLTransformationTest
FeatureSubsetTest
LabelSubsetTest
NullSubsetTest
EmptyStringTest
EmptyStringSubstitutionTest
RegressionLabelDriftComparisonTest
CalibrationComparisonTest
SelectionRateTest
- RIME Adversarial
- RIME Model Performance
- RIME AI Firewall
- RIME Metrics