postprocessor.core.processes.detrend.detrend

class detrend(parameters)[source]

Bases: PostProcessABC

Process to detrend using sliding window

Attributes
parameters

Methods

run(signal: pd.DataFrame)

Detrend each time series in a dataframe using a specified sliding window
Attributes
parameters

Methods

run(signal)

Detrend using sliding window

as_function

default_parameters
__init__(parameters)[source]

Methods

__init__(parameters)

as_function(data, *extra_data, **kwargs)

default_parameters(*args, **kwargs)

run(signal)

Detrend using sliding window

Attributes

parameters

run(signal)[source]

Detrend using sliding window

Detrend each time series in a dataframe using a specified sliding window

Parameters
signalpd.DataFrame

Time series, with rows indicating individual time series (e.g. from each cell), and columns indicating time points.

Returns
signal_normpd.DataFrame

Detrended time series.