FINDING #5313 · UNIT ID 941933509
AdilShamim8/100-AI-Machine-Learning-Deep-Learnin-Projects
100 AI Machine Learning Deep Learning Projects is a curated repository showcasing innovative, production-ready solutions across computer vision, NLP, and more.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
50% 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
Growth Telemetry
VELOCITY /D
3.73
ACCEL
-0.04
RETENTION
11.1%
PEAK 2026-07-12 · FORK-RETENTION 0.0% · 112 STARS / WINDOW
Author Audience
AUDIENCE
166
FOLLOWERS
100
OWNER ★
661
Engagement Signals
FORKS
18
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 112 / 112 (DIVERSITY 1.00)
Why This Is A Finding
AdilShamim8/100-AI-Machine-Learning-Deep-Learnin-Projects собрал 112 звёзд за окно, тогда как у автора всего 100 подписчиков — эффективная аудитория ≈ 166. Это даёт surprise-индекс 0.0181 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 16% OF 6295 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 16%
VELOCITY3.734.23-0.50ABOVE 45%
RETENTION11.1%29.4%-18.3 PPABOVE 15%
FORKS1892-74ABOVE 14%
SURPRISE0.020.01+0.01ABOVE 62%