feature_engine

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

Score: 24.09628117970529

Last synced: about 13 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 (about 7 years ago)
Default Branch: main
Last Pushed: 2026-01-11T14:12:57.000Z (25 days ago)
Last Synced: 2026-01-13T16:50:01.490Z (23 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: 14.3 MB
Stars: 2,177
Watchers: 33
Forks: 333
Open Issues: 75
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- Funding: .github/FUNDING.yml
- License: LICENSE.md
- Code of conduct: CODE_OF_CONDUCT.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: 2025-10-14T14:22:51.428Z
Profile URL: https://github.com/feature-engine

GitHub Events

Total

Create event: 20
Delete event: 18
Fork event: 20
Issue comment event: 134
Issues event: 42
Pull request event: 52
Pull request review comment event: 35
Pull request review event: 18
Push event: 80
Watch event: 211
Total: 630

Last Year

Create event: 18
Delete event: 16
Fork event: 13
Issue comment event: 101
Issues event: 31
Pull request event: 44
Pull request review comment event: 48
Pull request review event: 18
Push event: 69
Watch event: 133
Total: 491

Committers metadata

Last synced: 18 days ago

Total Commits: 381
Total Committers: 54
Avg Commits per committer: 7.056
Development Distribution Score (DDS): 0.354

Commits in past year: 28
Committers in past year: 4
Avg Commits per committer in past year: 7.0
Development Distribution Score (DDS) in past year: 0.143

Name	Email	Commits
Soledad Galli	s**i@p**m	246
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
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
Surya Krishnamurthy	s**1@g**m	2
Sangam	3****K	2
Luis Seabra	7****s	2
Sana Ben Driss	b**a@g**m	2
Nodar Okroshiashvili	n**i@g**m	2
Noah Green	n**5@g**m	2
Miguel Trejo Marrufo	4****l	2
Karthik Kothareddy	k**p@g**m	2
Ashok kumar	7****3	2
Andrew Tan	5****B	1
Arthur Cabral	2****b	1
tomtom-95	7****5	1
px39n	5****n	1
piecot	p****t	1
and 24 more...

Issue and Pull Request metadata

Last synced: about 1 month ago

Total issues: 133
Total pull requests: 283
Average time to close issues: 8 months
Average time to close pull requests: 28 days
Total issue authors: 50
Total pull request authors: 34
Average comments per issue: 3.51
Average comments per pull request: 2.4
Merged pull request: 202
Bot issues: 0
Bot pull requests: 0

Past year issues: 20
Past year pull requests: 42
Past year average time to close issues: 30 days
Past year average time to close pull requests: 17 days
Past year issue authors: 10
Past year pull request authors: 6
Past year average comments per issue: 1.85
Past year average comments per pull request: 1.69
Past year merged pull request: 31
Past year bot issues: 0
Past year bot pull requests: 0

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

Top Issue Authors

solegalli (58)
ClaudioSalvatoreArcidiacono (5)
Morgan-Sell (5)
fkiraly (4)
david-cortes (4)
jolespin (3)
TremaMiguel (3)
darigovresearch (2)
kylegilde (2)
PeterPirog (2)
dlaprins (2)
Okroshiashvili (2)
NicoGalli (2)
michaelrussell4 (2)
lukaspistelak (2)

Top Pull Request Authors

solegalli (166)
ClaudioSalvatoreArcidiacono (13)
olikra (12)
Morgan-Sell (10)
cmcouto-silva (9)
gurjinderbassi (8)
glevv (7)
datacubeR (6)
ranja-sarkar (5)
kylegilde (3)
dlaprins (3)
david-cortes (3)
VascoSch92 (3)
michaelrussell4 (2)
sergiobemar (2)

Top Issue Labels

priority (8)
good first issue (7)
enhancement (7)
urgent (6)
new transformer (6)
docs (6)
easy (5)
wontfix (3)
code quality (3)
question (3)
jupyter notebook (1)

Top Pull Request Labels

Package metadata

Total packages: 3
Total downloads:
- pypi: 239,154 last-month
Total docker downloads: 148
Total dependent packages: 89 (may contain duplicates)
Total dependent repositories: 440 (may contain duplicates)
Total versions: 65
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: 1.9.3 (published 5 months ago)
Last Synced: 2026-01-19T13:22:48.060Z (17 days ago)
Versions: 46
Dependent Packages: 89
Dependent Repositories: 437
Downloads: 239,154 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: v1.2.0 (published about 4 years ago)
Last Synced: 2026-01-10T07:18:05.131Z (26 days ago)
Versions: 4
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 over 3 years ago)
Last Synced: 2026-01-10T07:18:29.975Z (26 days ago)
Versions: 15
Dependent Packages: 0
Dependent Repositories: 3
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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