some characteristics of the time series


This is the documentation of tsfresh.

tsfresh is a python package. It automatically calculates a large number of time series characteristics, the so called features. Further the package contains methods to evaluate the explaining power and importance of such characteristics for regression or classification tasks.

You can jump right into the package by looking into our Quick Start.


The following chapters will explain the tsfresh package in detail:

Indices and tables


The research and development of TSFRESH was funded in part by the German Federal Ministry of Education and Research under grant number 01IS14004 (project iPRODICT).