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Feature Search & Gaussian API

Feature detection

The Search class implements various feature detection algorithms. The following is an example API for peak detection. Similarly, additional feature detection APIs have also been implemented.

Search.searchPeaks(<time series>, <properties, e.g., window>)

Gaussian

The Gaussian class implements various Gaussian algorithms. The following is an API for the Gaussian mixture model to compute combined Gaussians from numerical time series (peaks) and categorical time series.

Gaussian.gmm(<time series>, <categorial events>)

See the COVID-19 story with Gaussian segmentation for a live demonstration.