https://github.com/lightgbm-org/LightGBM

data-mining decision-trees distributed gbdt gbm gbrt gradient-boosting kaggle lightgbm machine-learning parallel python r

Score: 33.45108780332981

Last synced: about 9 hours ago
JSON representation

Repository metadata:

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Host: GitHub
URL: https://github.com/lightgbm-org/LightGBM
Owner: lightgbm-org
License: mit
Created: 2016-08-05T05:45:50.000Z (about 10 years ago)
Default Branch: main
Last Pushed: 2026-10-26T03:59:34.000Z (9 days ago)
Last Synced: 2026-10-27T09:42:54.462Z (7 days ago)
Topics: data-mining, decision-trees, distributed, gbdt, gbm, gbrt, gradient-boosting, kaggle, lightgbm, machine-learning, parallel, python, r
Language: C++
Homepage: https://lightgbm.readthedocs.io/en/latest/
Size: 25.5 MB
Stars: 18,925
Watchers: 416
Forks: 4,099
Open Issues: 533
Metadata Files:
- Readme: README.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: .github/CODEOWNERS
- Security: SECURITY.md

Owner metadata:

Name: lightgbm-org
Login: lightgbm-org
Email:
Kind: organization
Description:
Website:
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/266222920?v=4
Repositories: 2
Last Synced at: 2026-10-30T13:33:39.326Z
Profile URL: https://github.com/lightgbm-org

GitHub Events

Total

Create event: 21
Delete event: 25
Fork event: 11
Issue comment event: 55
Issues event: 22
Member event: 2
Pull request event: 47
Pull request review comment event: 35
Pull request review event: 41
Push event: 130
Watch event: 60
Total: 449

Last Year

Create event: 21
Delete event: 25
Fork event: 11
Issue comment event: 55
Issues event: 22
Member event: 2
Pull request event: 47
Pull request review comment event: 35
Pull request review event: 41
Push event: 130
Watch event: 60
Total: 449

Committers metadata

Last synced: 1 day ago

Total Commits: 3,863
Total Committers: 361
Avg Commits per committer: 10.701
Development Distribution Score (DDS): 0.75

Commits in past year: 175
Committers in past year: 36
Avg Commits per committer in past year: 4.861
Development Distribution Score (DDS) in past year: 0.549

Name	Email	Commits
James Lamb	j**0@g**m	967
Nikita Titov	n**8@m**u	898
Guolin Ke	i**@y**e	797
wxchan	w****n	93
Laurae	L****2	80
shiyu1994	s**4@q**m	68
José Morales	j**2@g**m	58
Tsukasa OMOTO	h**2@g**m	47
Qiwei Ye	c**e@g**m	41
david-cortes	d**a@g**m	34
Oliver Borchert	o**t@q**m	29
Belinda Trotta	b****a	25
Zhuyi Xue	a**8@g**m	23
Ilya Matiach	i**t@m**m	18
dependabot[bot]	4****]	16
Alberto Ferreira	A****F	15
Nick Miller	5****r	15
Huan Zhang	e**g@u**u	14
xuehui	x**i@m**m	13
Chen Yufei	c**f@g**m	13
小H	x**5@q**m	10
cbecker	c****r	9
Austin Wagner	9****n	9
Frank Fineis	f**s@g**m	8
Max Zwager	6****w	8
Michael Mayer	m**9@g**m	8
Thomas J. Fan	t**n@g**m	8
mjmckp	m****p	8
zhangyafeikimi	z**i@g**m	8
Scott Votaw	s**w@g**m	8
and 331 more...

Issue and Pull Request metadata

Last synced: 2 days ago

Total issues: 81
Total pull requests: 260
Average time to close issues: 3 months
Average time to close pull requests: 23 days
Total issue authors: 45
Total pull request authors: 91
Average comments per issue: 2.38
Average comments per pull request: 1.98
Merged pull request: 111
Bot issues: 0
Bot pull requests: 6

Past year issues: 70
Past year pull requests: 213
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 18 days
Past year issue authors: 37
Past year pull request authors: 72
Past year average comments per issue: 1.76
Past year average comments per pull request: 1.78
Past year merged pull request: 80
Past year bot issues: 0
Past year bot pull requests: 5

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/lightgbm-org/LightGBM

Top Issue Authors

jameslamb (32)
geo-chen (3)
matouskozak (2)
ron-wettenstein (2)
deepkilo (2)
makiec7 (1)
shiyu1994 (1)
daguirre11 (1)
Innixma (1)
waynelapierre (1)
nikosGeography (1)
adorkin87 (1)
vm-quant (1)
bhvieira (1)
xiaoh1024 (1)

Top Pull Request Authors

jameslamb (70)
hanhan761 (26)
xiaoh1024 (18)
StrikerRUS (9)
maxzw (7)
dependabot[bot] (6)
daguirre11 (5)
kyo219 (5)
yananlong (5)
stohirov (5)
asifsheikhibm (4)
BelixRogner (3)
FranciscoRMendes (3)
wgu9 (3)
shiyu1994 (3)

Top Issue Labels

maintenance (25)
question (19)
bug (15)
blocking (12)
r-package (11)
feature request (9)
gpu (CUDA) (7)
gpu (OpenCL) (5)
efficiency (5)
dask (4)
invalid (3)
doc (3)
gpu (ROCm) (3)
help wanted (2)
breaking (2)
awaiting review (2)
effectiveness (2)
good first issue (1)
feature (1)
awaiting response (1)

Top Pull Request Labels

maintenance (101)
fix (51)
invalid (43)
in progress (37)
awaiting review (36)
feature (20)
gpu (CUDA) (14)
breaking (13)
efficiency (10)
awaiting response (8)
doc (7)
dask (4)
blocking (4)
duplicate (4)
effectiveness (1)
r-package (1)

Package metadata

Total packages: 9
Total downloads:
- homebrew: 47 last-month
- pypi: 18,552,312 last-month
- cran: 6,171 last-month
- nuget: 3,833,560 total
Total docker downloads: 25,576,765
Total dependent packages: 428 (may contain duplicates)
Total dependent repositories: 5,667 (may contain duplicates)
Total versions: 211
Total maintainers: 9
Total advisories: 1

pypi.org: lightgbm

LightGBM Python-package

Homepage:
Documentation: https://lightgbm.readthedocs.io/
Licenses: mit
Latest release: 4.7.0 (published 4 months ago)
Last Synced: 2026-11-02T01:34:50.583Z (1 day ago)
Versions: 38
Dependent Packages: 413
Dependent Repositories: 5,625
Downloads: 18,552,312 Last month
Docker Downloads: 25,461,891
Rankings:
- Dependent packages count: 0.069%
- Forks count: 0.097%
- Downloads: 0.103%
- Stargazers count: 0.125%
- Dependent repos count: 0.134%
- Average: 0.201%
- Docker downloads count: 0.68%
Maintainers (3)
Advisories:
- LightGBM Remote Code Execution Vulnerability

cran.r-project.org: lightgbm

Light Gradient Boosting Machine

Homepage: https://github.com/lightgbm-org/LightGBM
Documentation: http://cran.r-project.org/web/packages/lightgbm/lightgbm.pdf
Licenses: MIT + file LICENSE
Latest release: 4.7.0 (published 4 months ago)
Last Synced: 2026-11-02T01:34:50.845Z (1 day ago)
Versions: 18
Dependent Packages: 13
Dependent Repositories: 41
Downloads: 6,171 Last month
Docker Downloads: 114,874
Rankings:
- Stargazers count: 0.009%
- Forks count: 0.009%
- Average: 3.944%
- Dependent repos count: 4.043%
- Downloads: 5.69%
- Dependent packages count: 6.477%
- Docker downloads count: 7.436%
Maintainers (1)
- jaylamb20@gmail.com

proxy.golang.org: github.com/lightgbm-org/lightgbm

Homepage:
Documentation: https://pkg.go.dev/github.com/lightgbm-org/lightgbm#section-documentation
Licenses: mit
Latest release: v4.7.0+incompatible (published 4 months ago)
Last Synced: 2026-11-02T01:34:51.971Z (1 day ago)
Versions: 37
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.685%
- Average: 4.842%
- Dependent repos count: 4.999%

proxy.golang.org: github.com/lightgbm-org/LightGBM

Homepage:
Documentation: https://pkg.go.dev/github.com/lightgbm-org/LightGBM#section-documentation
Licenses: mit
Latest release: v4.7.0+incompatible (published 4 months ago)
Last Synced: 2026-11-02T01:34:52.058Z (1 day ago)
Versions: 37
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.685%
- Average: 4.842%
- Dependent repos count: 4.999%

nuget.org: lightgbm

A fast, distributed, high performance gradient boosting framework

Homepage: https://github.com/lightgbm-org/LightGBM
Licenses: MIT
Latest release: 4.7.0 (published 3 months ago)
Last Synced: 2026-11-02T01:34:51.261Z (1 day ago)
Versions: 63
Dependent Packages: 2
Dependent Repositories: 0
Downloads: 3,833,560 Total
Rankings:
- Downloads: 0.965%
- Average: 12.094%
- Dependent repos count: 14.978%
- Dependent packages count: 20.338%
Maintainers (3)

formulae.brew.sh: lightgbm

Fast, distributed, high performance gradient boosting framework

Homepage: https://lightgbm.readthedocs.io/en/latest/
Licenses: MIT
Latest release: 4.7.0 (published 4 months ago)
Last Synced: 2026-11-02T01:34:49.901Z (1 day ago)
Versions: 12
Dependent Packages: 0
Dependent Repositories: 1
Downloads: 47 Last month
Rankings:
- Forks count: 0.459%
- Stargazers count: 1.204%
- Average: 13.759%
- Dependent packages count: 18.446%
- Downloads: 19.49%
- Dependent repos count: 29.196%

nixpkgs-unstable: python313Packages.lightgbm

Fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework

Homepage: https://github.com/lightgbm-org/LightGBM
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/lightgbm/default.nix#L132
Licenses: MIT
Latest release: 4.7.0 (published 2 days ago)
Last Synced: 2026-11-01T10:59:05.579Z (2 days ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (2)
- flokli
- teh

nixpkgs-unstable: python314Packages.lightgbm

Fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework

Homepage: https://github.com/lightgbm-org/LightGBM
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/development/python-modules/lightgbm/default.nix#L132
Licenses: MIT
Latest release: 4.7.0 (published 2 days ago)
Last Synced: 2026-11-01T11:34:06.823Z (2 days ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (2)
- flokli
- teh

nixpkgs-unstable: lightgbm

Gradient boosting framework that uses tree based learning algorithms

Homepage: https://github.com/lightgbm-org/LightGBM
Documentation: https://github.com/NixOS/nixpkgs/blob/nixos-unstable/pkgs/by-name/li/lightgbm/package.nix#L240
Licenses: MIT
Latest release: 4.7.0 (published 2 days ago)
Last Synced: 2026-11-01T10:06:10.832Z (2 days ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent repos count: 0.0%
- Dependent packages count: 0.0%
- Average: 100%
Maintainers (1)
- nviets

Dependencies

R-package/DESCRIPTION cran

R >= 3.5 depends
Matrix >= 1.1 imports
R6 >= 2.0 imports
data.table >= 1.9.6 imports
graphics * imports
jsonlite >= 1.0 imports
methods * imports
parallel * imports
utils * imports
RhpcBLASctl * suggests
knitr * suggests
processx * suggests
rmarkdown * suggests
testthat * suggests

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