FINDING #4682 · UNIT ID 785180896
darkdevil3610/100-AI-Machine-learning-Deep-learning-Computer-vision-NLP
100+ AI Machine learning Deep learning Computer vision NLP Projects with code
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
54% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
Growth Telemetry
VELOCITY /D
2.02
ACCEL
+0.03
RETENTION
40.5%
PEAK 2026-05-26 · FORK-RETENTION 0.0% · 182 STARS / WINDOW
Author Audience
AUDIENCE
67
FOLLOWERS
32
OWNER ★
350
Engagement Signals
FORKS
28
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 182 / 182 (DIVERSITY 1.00)
Why This Is A Finding
darkdevil3610/100-AI-Machine-learning-Deep-learning-Computer-vision-NLP собрал 182 звёзд за окно, тогда как у автора всего 32 подписчиков — эффективная аудитория ≈ 67. Это даёт surprise-индекс 0.0189 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 27% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 27%
VELOCITY2.023.99-1.97ABOVE 18%
RETENTION40.5%17.1%+23.4 PPABOVE 90%
FORKS2890-61ABOVE 18%
SURPRISE0.020.01+0.01ABOVE 63%