Review economics
yzhao062/pyod
Read from the 100 most recently merged pull requests ·
Pull requests with attributed agent authorship took only 0.1× the time to merge of the rest.
≥2%
Attributed
a floor
5
Attributed PRs
95
Other PRs
100
Read
Attributed — the latest 5
#674 fix(lunar): stop sharing scaler state across instances (closes #502)
0 reviews · 2.3d to merge
#676 fix(suod): defer optional suod import + actionable error (closes #640)
0 reviews · 2.3d to merge
#677 perf(sos): use ndarray.sum() in _get_perplexity hot path (closes #635)
0 reviews · 2.3d to merge
#675 fix(dif): avoid double min-max normalization in fit (closes #546)
0 reviews · 2.3d to merge
#673 docs(lof): correct novelty default in docstring (closes #638)
0 reviews · 2.3d to merge
The rest — the latest 5
#718 v3.6.4: documentation accuracy pass
1 reviews · 1h to merge
#711 v3.6.3: DeepSVDD hypersphere collapse fix
1 reviews · 1h to merge
#701 fix: fall back to HuggingFace for local encoder paths when sentence-transformers is absent
0 reviews · 45.3d to merge
#708 Add save/load/clone round-trip test coverage across core detectors (#269)
0 reviews · 42h to merge
#704 Fix DeepSVDD not training due to disabled backward pass
1 reviews · 7.8d to merge
How this was measured
2% of merged commits carry agent attribution — a floor, not the share; tools that only complete code inline leave no commit trail, so the unattributed side includes AI-assisted work; reads 100 of 223 merged PRs — the rest have not been analyzed yet.
Detected: Claude Code.
“Attributed” means a commit carried an agent’s signature — a co-author trailer, an agent commit identity, or an agent bot account. Tools that only complete code inline leave no such mark, so the other column is “rest”, not “human-written”. Full method and its limits
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