A flexible package to apply Hampel filter to time series data. Identify outliers and filter time series.
Project description
pyhampel
This package implements Hampel filter for time series data.
Input a dataframe with time series data and pyhampel will generate a new dataframe that adds columns for filtered data, outlier values, and a boolean flag indicating if a data point is an outlier.
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