sdv.metrics.timeseries¶

 Base class for metrics that apply to time series. Recursively find subclasses of this metric.

Time Series Detection Metrics¶

 Base class for Machine Learning Detection based metrics on time series. Recursively find subclasses of this metric. TimeSeriesDetection metric based on a TimeSeriesForestClassifier. TSFCDetection.get_subclasses([include_parents]) Recursively find subclasses of this metric. TSFCDetection.compute(real_data, synthetic_data) Compute this metric. 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¶

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