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Community Health

Community Size

14,553
Authors
13
Active Authors
last 2 years
2,231
Multi-Pub Authors
2+ publications
1%
Top Author Share
top 10 authors
38,858
Contributors
2,544
Active Contributors
10,982
Core Contributors
6,625
Multi-Repo
2+ repos
87,972
Participants
Publications
Avg Authors/Pub7.1
International573 (21.7%)
Cross-Institutional977 (37%)
Network Density0.0040
Collaboration Bridges
J
Jason Wei
J
Jasper Uijlings
M
Max A. Viergever
K
Kashif Rasul
I
Irina Rish
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/Repo57.4
International Repos0
Cross-Institutional Repos0
Network Density0.0051
Domain Connector Repos
interpretml/interpret13 fields, 44 topics
lululxvi/deepxde8 fields, 26 topics
ropensci/beautier7 fields, 17 topics
dmlc/dgl6 fields, 8 topics
pyg-team/pytorch_geometric4 fields, 5 topics
Publications
Author Concentration1%
Healthy (3+ authors)1989/2642 (75%)
Solo author307/2642 (12%)
At-Risk Publications (100)
PublicationAuthorYear
Fundamentals of Artificial Neural NetworksM.H. Hassoun1996
Examining Science Education in ChatGPT: An Exploratory Study of Generative Artificial IntelligenceGrant Cooper2023
I.—COMPUTING MACHINERY AND INTELLIGENCEAlan Turing1950
BERTopic: Neural topic modeling with a class-based TF-IDF procedureMaarten Grootendorst2022
Induction of Decision TreesJ. R. Quinlan1986
Repositories
Portfolio Bus Factor:1
Healthy distribution348/2562 (14%)
Single maintainer199/2562 (8%)
At-Risk Repositories (256)
RepositoryTop %CoreActive
mikoto10032/deeplearning100%1
liguodongiot/llm-action100%1
accumulatemore/cv100%1
elder-plinius/l1b3rt4s100%1
wzmiaomiao/deep-learning-for-image-processing100%1
Publications
Publication Trend↘
Author Consistency0.96
Avg Years Active/Author1.2
Publications by Year
2019
214
2020
233
2021
280
2022
285
2023
366
2024
217
2025
72
2026
7
Repositories
Commits (52 weeks)207,700
Commits (12 weeks)50,396→
Avg Contributor Consistency0.66
Avg Active Weeks/Contributor19.4
Author Retention
YearTotalNewRet.Churn
2021162714781491487
2022172214982241403
2023237221572151507
2024154313012422130
202512841539
202611012
Overall Retention Rate0.0%
Contributor Retention
New Contributors (12mo)1,936
Retained1461
Churned17815
Retention Rate7.6%

Engagement

Citing Community
Citing Authors1,686,430
Citing Institutions48,503
Citing Topic Breadth
Domains4
Fields26
Subfields251
Topics4,402
Top Citing Fields
Computer Science206,426
Biochemistry, Genetics and Molecular Biology193,154
Environmental Science189,966
Medicine152,077
Agricultural and Biological Sciences142,551
Engineering131,843
Psychology57,684
Neuroscience54,334
Earth and Planetary Sciences49,779
Social Sciences47,538
Top Citing Subfields
Molecular Biology123,818
Artificial Intelligence100,578
Ecology99,044
Computer Vision and Pattern Recognition94,780
Genetics60,803
Plant Science56,942
Nature and Landscape Conservation55,940
Ecology, Evolution, Behavior and Systematics55,106
Global and Planetary Change54,131
Cognitive Neuroscience36,295
Repository Activity
Issues Opened76,788
Issues Closed73,935
PRs Opened95,180
PRs Reviewed0
Comments176,864
Helpful Reactions30,897
Avg 0.17 reactions/comment
80816 reporters0 reviewers779 triagers594 support

Champions

Most Prolific Authors
F
Furu Wei
34 publications
S
Shinji Watanabe
28 publications
H
Haifeng Wang
21 publications
High-Impact Maintainers
Ikko Eltociear Ashimine
111 citations, 520,720 stars
Aarni Koskela
216 citations, 327,325 stars
Lee Stott
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]
10409 comments, 139 reactions
codecov[bot]
4464 comments, 3 reactions
dependabot[bot]
2074 comments, 2 reactions

Top People

Top Authors (1000)

AuthorPubs ▼InstitutionsTopicsYears
F
Furu Wei
342252020-2024
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
A
Anurag Arnab
131152021-2024
K
Kaiming He
137152010-2020
S
Shuming Ma
131102021-2024
R
Ross Girshick
128102009-2023
C
Caiming Xiong
111222017-2024
S
Songfang Huang
11192020-2023
C
Chengyu Wang
110122020-2023
O
Ofir Nachum
101122019-2022
M
Mostafa Dehghani
102132018-2023
Ł
Łukasz Kaiser
101122017-2021
F
Fei Huang
101132020-2024
A
Andrew Zisserman
101202007-2024

Top Contributors (1000)

ContributorReposCommits ▼StatusConsistency
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
Mourad
18,644
Core
0.37
John Bauer
28,091
Core
0.68