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sdv.metrics.timeseries

TimeSeriesMetric()	Base class for metrics that apply to time series.
TimeSeriesMetric.get_subclasses([…])	Recursively find subclasses of this metric.

Time Series Detection Metrics

TimeSeriesDetectionMetric()	Base class for Machine Learning Detection based metrics on time series.
TimeSeriesDetectionMetric.get_subclasses([…])	Recursively find subclasses of this metric.
LSTMDetection()	TimeSeriesDetection metric based on an LSTM Classifier.
LSTMDetection.get_subclasses([include_parents])	Recursively find subclasses of this metric.
LSTMDetection.compute(real_data, synthetic_data)	Compute this metric.

Time Series Efficacy Metrics

TimeSeriesEfficacyMetric()	Base class for Machine Learning Efficacy based metrics on time series.
TimeSeriesEfficacyMetric.get_subclasses([…])	Recursively find subclasses of this metric.
LSTMClassifierEfficacy()	TimeSeriesEfficacy metric based on an LSTM Classifier.
LSTMClassifierEfficacy.get_subclasses([…])	Recursively find subclasses of this metric.
LSTMClassifierEfficacy.compute(real_data, …)	Compute this metric.

sdv.metrics.relational.SVCParentChildDetection.compute sdv.metrics.timeseries.TimeSeriesMetric