FINDING #6499 · UNIT ID 823919159
leoncuhk/awesome-quant-ai
A curated list of awesome resources for quantitative investment and trading strategies focusing on artificial intelligence and machine learning applications in finance.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
71% 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
1.94
ACCEL
+0.01
RETENTION
9.6%
PEAK 2026-05-13 · FORK-RETENTION 0.0% · 350 STARS / WINDOW
Author Audience
AUDIENCE
95
FOLLOWERS
41
OWNER ★
535
Engagement Signals
FORKS
96
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 350 / 350 (DIVERSITY 1.00)
Why This Is A Finding
leoncuhk/awesome-quant-ai собрал 350 звёзд за окно, тогда как у автора всего 41 подписчиков — эффективная аудитория ≈ 95. Это даёт surprise-индекс 0.0145 (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 8899 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8899 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 27%
VELOCITY1.943.18-1.23ABOVE 21%
RETENTION9.6%10.1%-0.5 PPABOVE 48%
FORKS96106-10ABOVE 47%
SURPRISE0.010.01+0.01ABOVE 65%