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Community Health

Community Size

14,456
Authors
12
Active Authors
last 2 years
2,206
Multi-Pub Authors
2+ publications
1%
Top Author Share
top 10 authors
33,060
Contributors
2,609
Active Contributors
8,460
Core Contributors
3,584
Multi-Repo
2+ repos
64,809
Participants
Publications
Avg Authors/Pub7.1
International570 (21.7%)
Cross-Institutional973 (37%)
Network Density0.0020
Collaboration Bridges
A
Abhishek Jain
G
Guy Barrand
J
Jill P. Mesirov
R
Richard Durbin
C
Chaoyang He
Domain Connectors
D
Demis Hassabis8 fields, 17 topics
D
David Silver8 fields, 15 topics
K
Koray Kavukcuoglu7 fields, 12 topics
H
Hugo Larochelle6 fields, 23 topics
T
Timothy Lillicrap6 fields, 17 topics
Repositories
Avg Contributors/Repo60.9
International Repos0
Cross-Institutional Repos0
Network Density0.0029
Collaboration Bridges
liudonghua
readmecritic
Andrew Murray
Victor Stinner
Mark Percival
Domain Connector Repos
interpretml/interpret13 fields, 44 topics
ropensci/beautier7 fields, 17 topics
dmlc/dgl6 fields, 8 topics
pyg-team/pytorch_geometric4 fields, 5 topics
adbar/trafilatura3 fields, 6 topics
Publications
Author Concentration1%
Healthy (3+ authors)1980/2628 (75%)
Solo author304/2628 (12%)
At-Risk Publications (256)
PublicationAuthorYear
Fundamentals of Artificial Neural NetworksM.H. Hassoun1996
Examining Science Education in ChatGPT: An Exploratory Study of Generative Artificial IntelligenceGrant Cooper2023
Improved Optimization for the Robust and Accurate Linear Registration and Motion Correction of Brain ImagesMark Jenkinson2002
Making psychological theory useful for implementing evidence based practice: a consensus approachSusan Michie2005
I.—COMPUTING MACHINERY AND INTELLIGENCEAlan Turing1950
Repositories
Portfolio Bus Factor:1
Healthy distribution317/640 (50%)
Single maintainer163/640 (25%)
At-Risk Repositories (10)
RepositoryTop %CoreActive
saturndec/waoowaoo100%1
wzmiaomiao/deep-learning-for-image-processing100%1
jushbjj/mr.-ranedeer-ai-tutor100%1
liguodongiot/llm-action100%1
elder-plinius/l1b3rt4s100%1
Publications
Publication Trend
Author Consistency0.96
Avg Years Active/Author1.2
Publications by Year
2019
214
2020
233
2021
278
2022
280
2023
356
2024
213
2025
72
2026
4
Repositories
Commits (52 weeks)208,597
Commits (12 weeks)50,682
Avg Contributor Consistency0.70
Avg Active Weeks/Contributor16.2
Author Retention
YearTotalNewRet.Churn
20201636154789939
2021162514761491487
2022171914952241401
2023235821452131506
2024145312242292129
202512841449
Overall Retention Rate2.8%
Contributor Retention
New Contributors (12mo)2,810
Retained1329
Churned16502
Retention Rate7.5%

Engagement

Citing Community
Citing Authors643,510
Citing Institutions30,151
Citing Topic Breadth
Domains4
Fields26
Subfields251
Topics4,188
Top Citing Fields
Computer Science104,173
Biochemistry, Genetics and Molecular Biology56,784
Engineering50,204
Medicine45,461
Environmental Science17,461
Agricultural and Biological Sciences14,518
Social Sciences13,598
Neuroscience10,587
Psychology7,548
Materials Science7,044
Top Citing Subfields
Artificial Intelligence64,103
Computer Vision and Pattern Recognition43,896
Molecular Biology41,119
Genetics16,809
Electrical and Electronic Engineering12,644
Radiology, Nuclear Medicine and Imaging12,036
Information Systems9,180
Plant Science8,880
Control and Systems Engineering8,841
Signal Processing8,751
Repository Activity
Issues Opened55,005
Issues Closed52,961
PRs Opened67,741
PRs Reviewed0
Comments125,736
Helpful Reactions23,517
Avg 0.19 reactions/comment
62420 reporters0 reviewers625 triagers400 support

Champions

Most Prolific Authors
F
Furu Wei
33 publications
S
Shinji Watanabe
28 publications
H
Haifeng Wang
21 publications
High-Impact Maintainers
Ikko Eltociear Ashimine
111 citations, 520,550 stars
Aarni Koskela
111 citations, 326,049 stars
Minseok Song
0 citations, 294,398 stars
Longest Author Careers
G
George Miller
39 years (1956-1994)
G
Geoffrey E. Hinton
37 years (1986-2022)
Y
Yann LeCun
36 years (1989-2024)
Longevity Leaders
Daniel Naber
23 years, 83% consistency
Even Rouault
19 years, 98% consistency
Frank Warmerdam
22 years, 66% consistency
Community Advocates
github-actions[bot]
8272 comments, 130 reactions
codecov[bot]
2836 comments, 1 reactions
vercel[bot]
1050 comments, 1 reactions

Top People

Top Authors (1000)

AuthorPubsInstitutionsTopicsYears
F
Furu Wei
332252020-2024
S
Shinji Watanabe
281122019-2024
H
Haifeng Wang
211162018-2024
Y
Yongbin Li
200162022-2024
F
Fei Huang
190192021-2024
S
Shaohan Huang
151122021-2024
C
Cordelia Schmid
143162008-2024
Y
Yoshua Bengio
145321994-2021
S
Shuming Ma
131102021-2024
K
Kaiming He
137152010-2020
A
Anurag Arnab
131152021-2024
R
Ross Girshick
128102009-2023
S
Songfang Huang
11192020-2023
C
Caiming Xiong
111222017-2024
C
Chengyu Wang
110122020-2023
H
Huajun Chen
10092022-2024
Ł
Łukasz Kaiser
101122017-2021
B
Bryan Catanzaro
102132017-2024
M
Mostafa Dehghani
102132018-2023
L
Luo Si
101122020-2022

Top Contributors (1000)

ContributorReposCommitsStatusConsistency
TensorFlower Gardener
357,777
Core
0.64
Even Rouault
237,046
Core
0.98
Chris Sellers
116,138
Core
0.93
Ishaan Jaff
315,192
Core
1.00
Daniel Naber
114,631
Core
0.83
Jaume Ortolà
114,607
Core
0.97
scoder
111,766
Core
0.79
Frank Warmerdam
111,534
Core
0.66
Tim Baek
211,223
Core
0.70
Bradley Lowekamp
210,542
Core
0.76
jeffbezanson
19,967
Core
0.84
Michael Mayer
19,931
Core
0.83
Lutz Roeder
39,890
Core
0.05
Nate Sesti
29,630
Core
0.99
Krish Dholakia
19,433
Core
0.00
Takeshi KOMIYA
29,128
Core
0.28
Vijay Janapa Reddi
19,053
Core
0.92
Brian Moore
19,045
Core
0.94
angledluffa
28,091
Core
0.68
Alexander Alekhin
18,030
Core
0.83