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tensorflow GitHub Commits Analytics

GitHub Activity Summary

The TensorFlow organization has exhibited a remarkable trajectory of development activity throughout November 2025, showcasing significant engagement and robust code quality indicators. With a total of 1,027 commits to the main repository, the organization maintained an impressive average of 38 commits per day, reflecting a consistent pace of development.

Key metrics reveal a healthy balance in code activity tracking:

  • Commit Message Size: The average commit message spans 290.8 characters, indicating a commitment to clarity and thorough documentation.
  • Lines of Code: A total of 149,504 lines added versus 105,241 lines deleted results in a net increase of 44,263 lines, signifying a focus on feature development rather than maintenance.
  • Added to Deleted Lines Ratio: The ratio stands at 1.42, emphasizing ongoing enhancements and project growth.

In terms of developer contribution trends, engagement has risen with an average of 0.29 commits per developer per day, up from 0.22. The lead contributor, ezhulenev, recorded 52 commits, averaging 1.9 commits per day, underscoring a high level of involvement.

Commit quality remains a focal point, with 6.4 files changed per commit and an average of 142.2 additions per commit, indicating meaningful contributions. The focus on detailed documentation is further evidenced by the substantial average size of commit messages.

Overall, TensorFlow's November 2025 metrics illustrate a thriving project characterized by quality contributions and strong developer engagement, making it a prime candidate for those interested in active open-source development.

Evolution of Commits with EMA and RSI
Evolution of Code Lines (Added, Deleted, and Balance)
Commits by Repository

tensorflow

94%

mlir-hlo

2%

tflite-micro

2%

datasets

1%

models

1%
Added, Deleted, and Balance Lines
Lines added

533.292

Lines deleted

492.703

Lines balance

40.589

Repositories' Indicators Table
DeveloperTotal commitsCommits by dayAdditions per commitDeletions per commitFiles changed per commitMessage size per commit
70.2161.4373.9798
20.126.56.53565
180.643.257.23.7164.1
40.16.88.82.2601.5
107383567

1 to 5 of 153

Rows per page:

Developers' Indicators Table
RepoTotal commitsCommits by dayAdditions per commitDeletions per commitFiles changed per commitMessage size per commit
c
compression
10962132
d
datasets
140.55572.93.478.5
df
decision-forests
30.113.343.757
d
docs
1076182
e
examples
40.132.51.8196.2

1 to 5 of 22

Rows per page:

Comparison of Indicators with the Average of Other Organizations
Average commit message size

263.71

68.59
0%
ratio added/deleted lines of code

1.08

1.72
-0.37%
Commits per developer per day

0.27

0.22
0.23%
files changed per commit

4.44

8.32
-0.47%
lines added per developer

442.20

494.02
-0.1%
lines deleted per developer

408.54

287.66
0.42%
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