FINDING #4837 · UNIT ID 287463830
microsoft/qlib
Qlib is an AI-oriented Quant investment platform that aims to use AI tech to empower Quant Research, from exploring ideas to implementing productions. Qlib supports diverse ML modeling paradigms, including supervised learning, market dynamics modeling, and RL, and is now equipped with https://github.com/microsoft/RD-Agent to automate R&D process.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
0% OF STARS IN ARCHIVE
Growth Telemetry
VELOCITY /D
16.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-09-12 · FORK-RETENTION 0.0% · 16 STARS / WINDOW
Author Audience
AUDIENCE
3,850,153
FOLLOWERS
129,606
OWNER ★
2,774,643
Engagement Signals
FORKS
7,672
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 16 / 16 (DIVERSITY 1.00)
Why This Is A Finding
microsoft/qlib собрал 16 звёзд за окно, тогда как у автора всего 129,606 подписчиков — эффективная аудитория ≈ 3,850,153. Это даёт surprise-индекс 0.00000416 (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 3% OF 4998 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 4998 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 3%
VELOCITY16.009.00+7.00ABOVE 69%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS7,672459+7,213ABOVE 93%
SURPRISE0.000.01-0.01ABOVE 1%