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pytorch Activity Analytics

GitHub Activity Summary

The PyTorch organization on GitHub exemplifies a thriving ecosystem through its impressive metrics, showcasing strong project health and community engagement. With a total of 22,902 commits and 16,873 pull requests, the repository insights reveal a robust workflow indicative of a continuous development cycle. Over the past year, commit behavior has shown a steady increase, peaking at 2,836 commits in October 2025, highlighting significant developer contribution trends.

Additionally, the organization emphasizes quality through a remarkable code review count of 1,195 in the last 11 months, with 77 code reviews conducted in June 2025 alone. This commitment to high standards is reflected in their rigorous testing and QA processes, with 450 testing activities recorded in October 2025, ensuring new features undergo thorough vetting before release.

Documentation remains a key focus, evidenced by 43 documentation activities in October 2025, crucial for user onboarding and community support. The active participation of top contributors, such as pytorchmergebot with 1,012 commits, underscores a well-organized and collaborative development environment.

Maintenance and optimization are also prioritized, with 1,341 fixes and maintenance actions logged in July 2025, reflecting a proactive approach to project sustainability. Overall, these GitHub analytics illustrate a dynamic project that values quality, community involvement, and continuous improvement, positioning PyTorch as a reliable framework for machine learning and data science applications.

General Metrics Summary

25,036 Commits

12 this month

19,143 Pull request

1 this month

31,982 Comments

0 this month

44 Repositories

44 this month

Monthly Commit Evolution

3854

-99%
Monthly Pull Request Evolution

3318

-98%
Commit Distribution by Repo

pytorch

59%

executorch

23%

FBGEMM

6%

ao

6%

test-infra

5%
Pull Request Distribution by Repo

pytorch

63%

executorch

23%

torchtitan

5%

ao

5%

helion

4%
Developer Ranking by Commits
DeveloperCommits

pytorchmergebot

1157

pytorchbot

811

malfet

570

cyyever

460

swolchok

412
Developer Ranking by Reviews
DeveloperReviews

Skylion007

914

malfet

831

jansel

636

albanD

566

atalman

546
Developer Ranking by Comments
DeveloperComments

tianyu-l

1889

jerryzh168

1125

Skylion007

1071

digantdesai

717

albanD

657
Temporal Evolution of Activities
Investment Balance and Temporal Evolution
Repository Term Cloud
Trending Keywords
pytorchexecutorchFBGEMMaotest-infraheliontorchtitanxlatorchreccppdocsTensorRTtorchcodecrltutorialsbotorchvisiontorchfttensordictaudiobenchmark
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In Gitlights, we are focused on providing a holistic view of a development team's activity. Our mission is to offer detailed visualizations that illuminate the insights behind each commit, pull request, and development skill. With advanced AI and NLP algorithms, Gitlights drives strategic decision-making, fosters continuous improvement, and promotes excellence in collaboration, enabling teams to reach their full potential.


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