postprocessor.core.processes.standardscaler.standardscaler

class postprocessor.core.processes.standardscaler.standardscaler(parameters: standardscalerParameters)

Bases: PostProcessABC

Process to scale a DataFrame of a signal using the standard scaler.

Attributes

parameters

Methods

run(signal: pd.DataFrame)

Scale values in a dataframe of time series.

__init__(parameters: standardscalerParameters)

Methods

__init__(parameters)
as_function(data, *extra_data, **kwargs)
default_parameters(*args, **kwargs)
run(signal)	Scale values in a dataframe of time series.

Attributes

parameters

run(signal: DataFrame)

Scale values in a dataframe of time series.

Scale values in a dataframe of time series. This function is effectively a wrapper for sklearn.preprocessing.StandardScaler.

Parameters

signalpd.DataFrame

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