feature_engine

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

Score: 24.807741903599247

Last synced: about 8 hours ago
JSON representation

Repository metadata:

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

Host: GitHub
URL: https://github.com/feature-engine/feature_engine
Owner: feature-engine
License: bsd-3-clause
Created: 2018-12-31T01:47:18.000Z (over 7 years ago)
Default Branch: main
Last Pushed: 2026-07-31T15:35:17.000Z (13 days ago)
Last Synced: 2026-08-10T23:09:40.459Z (2 days ago)
Topics: data-science, feature-engineering, feature-extraction, feature-selection, machine-learning, python, scikit-learn
Language: Python
Homepage: https://feature-engine.trainindata.com/
Size: 16.9 MB
Stars: 2,268
Watchers: 31
Forks: 363
Open Issues: 81
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE.md
- Code of conduct: CODE_OF_CONDUCT.md
- Security: SECURITY.md
Funding:
- Github: solegalli
- Buy me a coffee: solegalliy

Owner metadata:

Name: Feature-engine
Login: feature-engine
Email:
Kind: organization
Description:
Website:
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/87381597?v=4
Repositories: 4
Last Synced at: 2026-08-06T16:58:31.875Z
Profile URL: https://github.com/feature-engine

GitHub Events

Total

Create event: 34
Delete event: 34
Fork event: 24
Issue comment event: 165
Issues event: 47
Pull request event: 66
Pull request review comment event: 91
Pull request review event: 65
Push event: 131
Watch event: 229
Total: 886

Last Year

Create event: 16
Delete event: 17
Fork event: 7
Issue comment event: 36
Issues event: 6
Pull request event: 17
Pull request review comment event: 70
Pull request review event: 47
Push event: 58
Watch event: 42
Total: 316

Committers metadata

Last synced: 2 days ago

Total Commits: 433
Total Committers: 65
Avg Commits per committer: 6.662
Development Distribution Score (DDS): 0.353

Commits in past year: 63
Committers in past year: 13
Avg Commits per committer in past year: 4.846
Development Distribution Score (DDS) in past year: 0.302

Name	Email	Commits
Soledad Galli	s**i@p**m	280
Soledad Galli	s**1@g**m	22
Alfonso Tobar	4****R	10
Gleb Levitski	3****v	7
Gleb Levitski	3****V	7
Edoardo Argiolas	e**6@g**m	6
david-cortes	d**a@g**m	6
Ankit Hemant Lade	a**2@g**m	5
Michał Gromiec	m**c@p**l	5
Morgan Sell	M**l@g**m	5
Cainã Max Couto da Silva	c**a@g**m	4
Claudio Salvatore Arcidiacono	2****o	3
Gurjinder Kaur	3****i	3
Kishan Manani	3****i	3
ChristopherGS	c**h@g**m	3
pradumna123	p**5@g**m	2
hectorpatino	6****o	2
favour	2**5@q**m	2
Surya Krishnamurthy	s**1@g**m	2
Luis Seabra	7****s	2
Sangam	3****K	2
Sana Ben Driss	b**a@g**m	2
Ojas Sharma	6****7	2
Nodar Okroshiashvili	n**i@g**m	2
Noah Green	n**5@g**m	2
Muhammad Aniq Ramzan	1****3	2
Miguel Trejo Marrufo	4****l	2
Karthik Kothareddy	k**p@g**m	2
Ashok kumar	7****3	2
Aditya Nikam	1****m	1
and 35 more...

Issue and Pull Request metadata

Last synced: 7 days ago

Total issues: 157
Total pull requests: 356
Average time to close issues: 9 months
Average time to close pull requests: 29 days
Total issue authors: 56
Total pull request authors: 48
Average comments per issue: 3.66
Average comments per pull request: 2.22
Merged pull request: 252
Bot issues: 0
Bot pull requests: 1

Past year issues: 15
Past year pull requests: 75
Past year average time to close issues: 24 days
Past year average time to close pull requests: 12 days
Past year issue authors: 7
Past year pull request authors: 17
Past year average comments per issue: 2.33
Past year average comments per pull request: 1.59
Past year merged pull request: 51
Past year bot issues: 0
Past year bot pull requests: 1

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/feature-engine/feature_engine

Top Issue Authors

solegalli (72)
ClaudioSalvatoreArcidiacono (5)
TremaMiguel (5)
Morgan-Sell (5)
david-cortes (4)
fkiraly (4)
jolespin (3)
direkkakkar319-ops (2)
PeterPirog (2)
Pacman1984 (2)
darigovresearch (2)
kylegilde (2)
dlaprins (2)
Okroshiashvili (2)
NicoGalli (2)

Top Pull Request Authors

solegalli (199)
ClaudioSalvatoreArcidiacono (13)
olikra (12)
Morgan-Sell (10)
cmcouto-silva (9)
gurjinderbassi (8)
ankitlade12 (8)
glevv (7)
datacubeR (6)
ranja-sarkar (5)
PastorJordi (5)
ojassharma7 (5)
direkkakkar319-ops (4)
miriam-mendez (4)
aniq63 (4)

Top Issue Labels

good first issue (8)
priority (8)
enhancement (7)
docs (6)
urgent (6)
easy (4)
new transformer (4)
wontfix (4)
code quality (3)
question (3)
maintenance (2)
jupyter notebook (1)

Top Pull Request Labels

Package metadata

Total packages: 3
Total downloads:
- conda: 87,532 total
- pypi: 300,890 last-month
Total docker downloads: 148
Total dependent packages: 89 (may contain duplicates)
Total dependent repositories: 440 (may contain duplicates)
Total versions: 67
Total maintainers: 1

pypi.org: feature-engine

Feature engineering and selection package with Scikit-learn's fit transform functionality

Homepage: http://github.com/feature-engine/feature_engine
Documentation: https://feature-engine.readthedocs.io/
Licenses: BSD 3 clause
Latest release: 1.9.4 (published 6 months ago)
Last Synced: 2026-08-11T23:31:03.708Z (1 day ago)
Versions: 47
Dependent Packages: 89
Dependent Repositories: 437
Downloads: 300,890 Last month
Docker Downloads: 148
Rankings:
- Dependent packages count: 0.21%
- Dependent repos count: 0.685%
- Downloads: 0.892%
- Average: 1.693%
- Stargazers count: 1.713%
- Forks count: 3.164%
- Docker downloads count: 3.494%
Maintainers (1)
- solegalli

proxy.golang.org: github.com/feature-engine/feature_engine

Homepage:
Documentation: https://pkg.go.dev/github.com/feature-engine/feature_engine#section-documentation
Licenses: bsd-3-clause
Latest release: v1.9.4 (published 2 months ago)
Last Synced: 2026-08-11T23:31:05.054Z (1 day ago)
Versions: 5
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 6.521%
- Average: 6.74%
- Dependent repos count: 6.959%

conda-forge.org: feature_engine

Homepage: https://github.com/feature-engine/feature_engine
Licenses: BSD-3-Clause
Latest release: 1.5.1 (published almost 4 years ago)
Last Synced: 2026-03-10T17:09:38.020Z (5 months ago)
Versions: 15
Dependent Packages: 0
Dependent Repositories: 3
Downloads: 87,532 Total
Rankings:
- Stargazers count: 11.043%
- Forks count: 11.228%
- Dependent repos count: 18.095%
- Average: 22.993%
- Dependent packages count: 51.604%

Dependencies

docs/requirements.txt pypi

Sphinx >=4.3.2
docutils ==0.16
numpy >=1.18.2
numpydoc >=0.9.2
pandas >=1.0.3
pydata_sphinx_theme >=0.7.2
scikit-learn >=1.0.0
scipy >=1.4.1
sphinx_autodoc_typehints >=1.11.1,<=1.21.3
statsmodels >=0.11.1

requirements.txt pypi

numpy >=1.18.2
pandas >=1.0.3
scikit-learn >=1.0.0
scipy >=1.4.1
statsmodels >=0.11.1

setup.py pypi

test_requirements.txt pypi

black >=21.5b1 test
coverage >=6.4.4 test
flake8 >=3.9.2 test
isort >=5.8.0 test
mypy >=0.740 test
pytest >=5.4.1 test

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