Overview

The following tutorials illustrate the funtionality of trimes.

1 Getting Started

This tutorial introduces the basic data structure of trimes. It covers basic concepts like (re-)sampling, interpolation and slicing.

2 Time Series Comparison

This tutorial covers the comparison between time series signals and the calculation of metrics. Starting from simple subtraction, metrics like root mean squared error for upper and lower boundaries (envelope) are calculated. Finally, step response data is analyzed. The tutorial also illustrates some helper functions for plotting (e.g. fill between two time series).

3 Time Series Generation

This tutorial covers the generation of time series signals. It is shown how to create linear interpolated signals and periodic signals (superimposing several frequencies).

4 Signal Processing

This tutorial covers the application of signal processing methods to time series data. It includes examples of filtering, Fourier analysis, and other common signal processing techniques.