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Automatic extraction of relevant features from time series

Installers

  • linux-64 v0.21.1
  • linux-aarch64 v0.21.1
  • osx-arm64 v0.21.1
  • win-64 v0.21.1
  • noarch v0.18.0

conda install

To install this package run one of the following:
conda install main::tsfresh

Description

The package provides systematic time-series feature extraction by combining established algorithms from statistics, time-series analysis, signal processing, and nonlinear dynamics with a robust feature selection algorithm. In this context, the term time-series is interpreted in the broadest possible sense, such that any types of sampled data or even event sequences can be characterized.


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