Module

Data.TimeSeries.Anomaly

Package: purescript-timeseries
Repository: carldata/purescript-timeseries

Find and fix anomalies in Time Series

#Model Source

data Model

Instances

Show Model

#train Source

train :: Series Number -> Model

Train Anomaly detection model

#removeOutliers Source

removeOutliers :: Model -> Series Number -> Series Number

Remove outliers from the series If given point has high probability of being outlier then its value is replaced by value of the previous point.

Modules: Data.TimeSeries; Data.TimeSeries.Analyze; Data.TimeSeries.Anomaly; Data.TimeSeries.IO; Data.TimeSeries.Model.Exponential; Data.TimeSeries.Session; Data.TimeSeries.Time