Featuretools

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

Logo

../_images/alteryx_featuretools-small.png

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

4 years 7 months

Backers

Alteryx (Creator and maintainer)

Size score (1 to 10, higher is better)

3.5

Trend score (1 to 10, higher is better)

7.25

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 March 31, 2022.

Statistic

Lifetime

Last 12 Months

Commits

14,796

3,049

Lines committed

2,548,462

780,827

Unique committers

72

25

Core committers

15

6

../_images/alteryx_featuretools-monthly-commits.png

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