tsfresh Tutorial

Learn tsfresh — automated time series feature extraction — in 60 minutes.

Quick Start¶

• cd tutorials/tutorial_tsfresh
• ./docker_build.sh
• ./docker_jupyter.sh
• Open the notebooks in order:
  1. tsfresh.API.ipynb — core API: long format, feature extraction, feature selection, pipeline integration, custom calculators.
  2. tsfresh.example.ipynb — end-to-end human activity recognition with the UCI HAR dataset using tsfresh + RandomForest.

For Docker build system details see the project template README.

Changelog¶

• 2026-03-01: Initial release