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feature-engine / feature_engine

Feature engineering and selection open-source Python library compatible with sklearn.

Why this job: works in the areas we cover, but does not say which job it does

What it does

  • Feature Engineering for Machine Learning, Online Course
  • Feature Selection for Machine Learning, Online Course
  • Feature Engineering for Time Series Forecasting, Online Course
  • Forecasting with Machine Learning, Online Course
  • Python Feature Engineering Cookbook

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 55 days ago
Stars
2,297
+3 this week
Licence
BSD-3-Clause
Allows business use
Downloads for
None listed
No release files
Latest version
v1.9.4
Released 3 months ago
Built with
Python
99% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
81% closed
71 still open
Pull requests
538 merged
62 waiting
Releases
6
1 in the last year

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More: languages, topics and project record

Languages

  • Python 99%
  • TeX 1%

Topics

  • machine-learning
  • data-science
  • python
  • scikit-learn
  • feature-engineering
  • feature-selection
  • feature-extraction

Project record

  • JobOther AI tools
  • StatusListed
  • Commits453
  • Forks391
  • Watching31
  • Stars in 28 days+9
  • CreatedDec 31, 2018
  • First seen by usNov 7, 2026
  • CheckedNov 8, 2026

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