FINDING #5591 · 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
32.00
ACCEL
0.00
RETENTION
0.0%
PEAK 2026-08-28 · FORK-RETENTION 0.0% · 32 STARS / WINDOW
Author Audience
AUDIENCE
3,819,936
FOLLOWERS
128,576
OWNER ★
2,754,002
Engagement Signals
FORKS
7,606
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 32 / 32 (DIVERSITY 1.00)
Why This Is A Finding
microsoft/qlib собрал 32 звёзд за окно, тогда как у автора всего 128,576 подписчиков — эффективная аудитория ≈ 3,819,936. Это даёт surprise-индекс 0.00000838 (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 5% OF 5892 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5892 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 5%
VELOCITY32.009.00+23.00ABOVE 85%
RETENTION0.0%0.0%0.0 PPABOVE 0%
FORKS7,606433+7,173ABOVE 94%
SURPRISE0.000.01-0.01ABOVE 2%