How much of keras did AI write?
AI signed 0.5% of the 11,732 commits of keras. Signed by Gemini (59), Jules (3), Claude (1), and Cursor (1).
Since its first commit, on March 28, 2015. Read on November 5, 2026, at commit 104de14. Read it as markdown
Who signed the commits
- Gemini59 commits · 0.5%
- Jules3 commits · 0%
- Claude1 commit · 0%
- Cursor1 commit · 0%
- People11,673 commits
Commits per month
Each month's commits up to its last one, with those an AI signed. Merges don't count.
- Signed by AI
- People
The figures, month by month
| Month | Commits | Signed by AI | Share |
|---|---|---|---|
| Nov 2026 | 16 | 1 | 6.3% |
| Oct 2026 | 177 | 2 | 1.1% |
| Sep 2026 | 129 | 4 | 3.1% |
| Aug 2026 | 68 | 6 | 8.8% |
| Jul 2026 | 80 | 0 | 0% |
| Jun 2026 | 76 | 6 | 7.9% |
| May 2026 | 95 | 2 | 2.1% |
| Apr 2026 | 128 | 2 | 1.6% |
| Mar 2026 | 170 | 3 | 1.8% |
| Feb 2026 | 114 | 5 | 4.4% |
| Jan 2026 | 72 | 3 | 4.2% |
| Dec 2025 | 54 | 7 | 13% |
| Nov 2025 | 29 | 3 | 10.3% |
| Oct 2025 | 57 | 11 | 19.3% |
| Sep 2025 | 40 | 1 | 2.5% |
| Aug 2025 | 50 | 3 | 6% |
| Jul 2025 | 50 | 4 | 8% |
| Jun 2025 | 42 | 0 | 0% |
| May 2025 | 49 | 0 | 0% |
| Apr 2025 | 52 | 0 | 0% |
| Mar 2025 | 60 | 0 | 0% |
| Feb 2025 | 50 | 0 | 0% |
| Jan 2025 | 62 | 0 | 0% |
| Dec 2024 | 78 | 0 | 0% |
The last commits an AI signed
- 48d2becAdd tests for op edge cases found in the MLX backend (#24104)Gemini· Nov 5, 2026
- e32e4a1Fix several Doc issues for `mobilenet`, `mobilenet_v2`, and `mobilenet_v3` (#23765)Gemini· Oct 8, 2026
- 5d0d25dUpdate padding mode in average pooling tests (#23681)Gemini· Oct 7, 2026
- acf8a78Fix MultiHot.compute_output_spec to use self.dtype instead of inputs.dtype (#23738)Gemini· Sep 30, 2026
- eb9c2ffFix CategoricalCrossentropy.compute_output_spec to respect axis argument (#23737)Gemini· Sep 30, 2026
- 9501b95Fix nextafter returning inf instead of the largest finite value (#23417)Claude· Sep 9, 2026
- 3723b3fOptimize Numpy backend vectorized_map with zip (#23430)Gemini· Sep 4, 2026
- 37e91d5Fix calibration memory, AWQ staging, and sampling reproducibility (#23514)Gemini· Aug 26, 2026
- 3422977Batch GPTQ calibration forwards and use Cholesky inverse-Hessian (#23481)Gemini· Aug 21, 2026
- 6944627Align AWQ with reference (mean stat, weight-aware scale, clipping) (#23478)Gemini· Aug 21, 2026
How we know
Every AI coding tool leaves its signature in the commits it makes: a Co-Authored-By line, its own author name, or the merge of its branch. SeeRepo reads those signatures in the repo's history; a commit without one counts as made by people, and merges don't count.
Every AI tool SeeRepo recognizes →Frequently asked questions
Which AI tool signed the most commits in keras?
The proof: its last signed commit, 48d2bec
Since when does AI sign commits in keras?
How many commits does keras have?
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