tsfresh

The research and development of TSFRESH was funded in part by the German Federal Ministry of Education and Research.

Logo

../_images/blue-yonder_tsfresh-small.png

Website

https://tsfresh.readthedocs.io/en/latest/

Repository

https://github.com/blue-yonder/tsfresh

Byline

TSFRESH automatically extracts 100s of features from time series.

License

MIT

Project age

5 years 5 months

Backers

Blue Yonder GmbH (Creator and maintainer)

Lastest News (2021-12-21)

v0.19.0 Improved documentation; add absolute_maximum and mean_n_absolute_max features; make settings pickable; disable multiprocessing … more

Size score (1 to 10, higher is better)

2.75

Trend score (1 to 10, higher is better)

3.0

Education Resources

URL

Resource Type

Description

https://tsfresh.readthedocs.io/en/latest/

Documentation

Official project documentation.

Git Commit Statistics

Statistics computed using Git data through March 31, 2022.

Statistic

Lifetime

Last 12 Months

Commits

5,163

89

Lines committed

986,662

27,255

Unique committers

88

13

Core committers

14

5

../_images/blue-yonder_tsfresh-monthly-commits.png

Similar Projects

Project

Size Score

Trend Score

Byline

Feature Selector

1.75

2.75

Feature selector is a tool for dimensionality reduction of machine learning datasets.

Luminaire

1.75

4.25

Luminaire is a python package that provides ML driven solutions for monitoring time series data.

Merlion

3.25

5.5

A Machine Learning Framework for Time Series Intelligence

Prophet

5.75

3.0

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

TODS

2.5

4.0

An Automated Time-series Outlier Detection System