postprocessor.core.processes.findpeaks.findpeaks

class postprocessor.core.processes.findpeaks.findpeaks(parameters: findpeaksParameters)

Bases: PostProcessABC

Process to find peaks inside a signal.

Attributes

parameters

Methods

_find_peaks_mask(timeseries: sequence, distance: number, prominence: number	or ndarray or sequence) Find peaks of a time series and returns a binary mask locating these peaks
run(signal: pd.DataFrame)	Find peaks in a dataframe of time series.

__init__(parameters: findpeaksParameters)

Methods

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

Attributes

parameters

run(signal: DataFrame)

Find peaks in a dataframe of time series.

Find peaks of a dataframe of time series. This function is effectively a wrapper for scipy.signal.find_peaks.

Parameters

signalpd.DataFrame

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