Data characteristics module

timecave.data_characteristics

This module contains functions to compute time series features.

The 'get_features' function extracts all features supported by this package. Functions to extract the strength of trend, mean-crossing rate, and median-crossing rate are also provided. For the remaining features, the tsfel package should be used.

Functions:

Name	Description
get_features	Extract 13 different features from a time series.
strength_of_trend	Compute the time series' strength of trend.
mean_crossing_rate	Compute the time series' mean-crossing rate.
median_crossing_rate	Compute the time series' median-crossing rate.