abacusai.monitor_drift_and_distributions
Module Contents
Classes
Summary of important model monitoring statistics for features available in a model monitoring instance |
- class abacusai.monitor_drift_and_distributions.MonitorDriftAndDistributions(client, featureDrifts=None, featureDistributions=None, nestedDrifts=None, forecastingMonitorSummary={}, embeddingsDistribution={})
Bases:
abacusai.return_class.AbstractApiClass
Summary of important model monitoring statistics for features available in a model monitoring instance
- Parameters:
client (ApiClient) – An authenticated API Client instance
featureDrifts (list[dict]) – A list of dicts of eligible feature names and corresponding overall feature drift measures.
featureDistributions (list[dict]) – A list of dicts of feature names and corresponding feature distributions.
nestedDrifts (list[dict]) – A list of dicts of nested feature names and corresponding overall feature drift measures.
forecastingMonitorSummary (ForecastingMonitorSummary) – Summary of important model monitoring statistics for features available in a model monitoring instance
embeddingsDistribution (EmbeddingFeatureDriftDistribution) – Summary of important model monitoring statistics for features available in a model monitoring instance
- __repr__()
Return repr(self).