ltbio.features.Features

Overview

Classes

Features	Class that stores extracted features of a Timeseries.
HRVFeatures	Helper class that provides a standard way to create an ABC using
TimeFeatures	Class with implementation of extraction of of several time features.

Contents

class ltbio.features.Features.Features(original_timeseries: ltbio.biosignals.Timeseries = None)

Class that stores extracted features of a Timeseries.

property original_timeseries: ltbio.biosignals.Timeseries

to_dict()

class ltbio.features.Features.HRVFeatures

Bases: abc.ABC

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Helper class that provides a standard way to create an ABC using inheritance.

static hr(segment: numpy.ndarray) → float

static r_indices(segment: numpy.ndarray) → float

class ltbio.features.Features.TimeFeatures

Bases: abc.ABC

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Class with implementation of extraction of of several time features.

static deviation(segment: numpy.ndarray) → float

static mean(segment: numpy.ndarray) → float

static variance(segment: numpy.ndarray) → float