GitHub Activity Dashboard for Tensorflow | GitLights
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tensorflow Activity Analytics

GitHub Activity Summary

The tensorflow organization on GitHub exhibits dynamic repository activity reflective of its commitment to open-source development. In 2025, the organization achieved a total of 12,553 commits, with 512 occurring this month alone, showcasing a robust commitment to ongoing development. The pull request (PR) dynamics reveal a total of 1,457 PRs, with a modest monthly activity of 7 PRs, indicating a potential slowdown in new feature integration or a focus on existing contributions.

When examining commit distribution, the primary repository, tensorflow, accounts for 49% of commits, followed by serving at 18% and mlir-hlo at 13%. This concentration suggests that the core library remains the focal point of development efforts, while supplementary projects also receive attention. Additionally, PR distribution highlights significant engagement in repositories like tflite-micro (32%) and tensorboard (19%), indicating active collaboration across various projects.

Contributor patterns reveal that the top developer, tensorflower-gardener, has made 3,191 commits, demonstrating substantial individual investment. In contrast, the review dynamics show that mihaimaruseac leads with 163 reviews, emphasizing the importance of code quality and peer feedback within the community.

Overall, the tensorflow GitHub analytics illustrate a vibrant ecosystem with diverse contributions and a strong focus on code quality. These GitHub insights reflect ongoing developer contribution trends and engineering investment analysis that are crucial for sustaining project momentum and community engagement.

General Metrics Summary

12,564 Commits

512 this month

1,468 Pull request

7 this month

1,135 Comments

20 this month

54 Repositories

55 this month

Monthly Commit Evolution

902

230%
Monthly Pull Request Evolution

88

-30%
Commit Distribution by Repo

tensorflow

49%

serving

18%

mlir-hlo

13%

models

12%

docs

8%
Pull Request Distribution by Repo

tflite-micro

32%

tensorboard

19%

recommenders-addons

17%

tfjs-models

17%

docs

16%
Developer Ranking by Commits
DeveloperCommits

tensorflower-gardener

3191

lingvo-bot

253

tfx-copybara

182

zzzaries

181

smokestacklightnin

157
Developer Ranking by Reviews
DeveloperReviews

mihaimaruseac

163

dbcp1

158

rkuester

62

suleshahid

40

gaikwadrahul8

37
Developer Ranking by Comments
DeveloperComments

hoonji

72

ddavis-2015

71

rhdong

70

peytondmurray

61

bmd3k

53
Temporal Evolution of Activities
0382764114615281910Feb 2023Aug 2023Feb 2024Aug 2024Feb 2025CommitsPull requestsComments
Investment Balance and Temporal Evolution
03006009001,2001,500Feb 2023Aug 2023Feb 2024Aug 2024Feb 2025code_review: 159 (1.31%)documentation: 189 (1.56%)fixes_and_maintenan...new_development: 409...refactoring: 1577 (...testing_and_qa: 6...upgrades: 3062 (25...ci_cd: 27 (0.22%)security_and_complianc...performance_optimization: 6 ...
Repository Term Cloud
Trending Keywords
tensorflowservingmlir-hlomodelsdocsgnnprobabilitydocs-l10ndatasetsprofilerflutter-tflitetfxlingvoruntimetfjstflite-microbuildmodel-analysistensorboardrecommenders-addons

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