GitHub Activity Dashboard for Pytorch | GitLights
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pytorch Activity Analytics

GitHub Activity Summary

The GitHub organization pytorch has demonstrated significant activity throughout the year 2025, showcasing robust engagement in both code contributions and community interactions. With a total of 12,559 commits, including 1,111 this month, the organization has maintained a steady pace of development. The pull request dynamics reflect a similar trend, with 4,141 pull requests overall and 441 this month, indicating a healthy flow of contributions and reviews.

Analyzing the commit distribution reveals that the primary repository, pytorch, accounts for 58% of all commits, while executorch follows with 24%. This pattern suggests a concentrated investment in core functionalities. In terms of pull requests, pytorch dominates with 70%, further emphasizing its central role in the organization's development efforts.

Contributor patterns highlight the importance of key developers. Notably, pytorchmergebot leads with 533 commits, while Skylion007 tops the reviews with 357. This indicates a strong reliance on automation and community involvement in code reviews, which is crucial for maintaining quality and responsiveness.

Investment analysis shows a balanced focus on various areas, with refactoring and upgrades receiving considerable attention. Such engineering investment analysis is vital for sustaining long-term project health and innovation.

Overall, the pytorch GitHub analytics reveal a thriving ecosystem characterized by active contributions and collaborative efforts, making it a significant player in the open-source community. These GitHub insights provide valuable perspectives on developer contribution trends and the ongoing commitment to enhancing the PyTorch framework.

General Metrics Summary

12,566 Commits

1111 this month

4,148 Pull request

441 this month

4,749 Comments

777 this month

24 Repositories

24 this month

Monthly Commit Evolution

5078

-45%
Monthly Pull Request Evolution

1545

-1%
Commit Distribution by Repo

pytorch

58%

executorch

24%

FBGEMM

7%

ao

6%

test-infra

5%
Pull Request Distribution by Repo

pytorch

70%

executorch

13%

torchrec

10%

torchtitan

7%

test-infra

0%
Developer Ranking by Commits
DeveloperCommits

pytorchmergebot

533

pytorchbot

435

malfet

363

swolchok

308

q10

213
Developer Ranking by Reviews
DeveloperReviews

Skylion007

357

malfet

293

jansel

205

atalman

185

albanD

125
Developer Ranking by Comments
DeveloperComments

tianyu-l

614

Skylion007

280

malfet

184

fegin

159

kwen2501

153
Temporal Evolution of Activities
06401280192025603200Jan 2025Mar 2025May 2025Jul 2025CommitsPull requestsComments
Investment Balance and Temporal Evolution
05001,0001,5002,0002,500Jan 2025Mar 2025May 2025Jul 2025ci_cd: 54 (0.43%)code_review: 291 (2.3%)documentation: 155 ...fixes_and_mainten...new_development: 19...performance_opti...refactoring: 925...security_and_com...testing_and_qa: 196...upgrades: 748 (5.92%)
Repository Term Cloud
Trending Keywords
pytorchexecutorchFBGEMMaotest-infraxlatorchrectorchtitantorchcodecbotorchTensorRTtutorialscppdocstorchftvisionrltorchchatexamplestensordictaudio

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