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Featuretools

Featuretools includes feature selection, feature construction, etc. It uses relational databases to create new features.

Logo
Website	N/A
Repository	https://github.com/alteryx/featuretools
Byline	An open source python library for automated feature engineering
License	BSD 3-clause
Project age	5 years 3 months
Backers	Alteryx (Creator and maintainer)
Size score (1 to 10, higher is better)	4.25
Trend score (1 to 10, higher is better)	7.5

Education Resources

URL	Resource Type	Description
https://innovation.alteryx.com/deep-feature-synthesis/	Blog	Description of the research and ideas behind FeatureTools.

Git Commit Statistics

Statistics computed using Git data through November 30, 2022.

Statistic	Lifetime	Last 12 Months
Commits	24,137	3,630
Lines committed	4,088,653	798,820
Unique committers	77	23
Core committers	14	8

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tsfresh	2.5	3.5	TSFRESH automatically extracts 100s of features from time series.