Github Trends®
1554 findingsmedian surprise 0.00063window 180 days
UNIT / TREND-MONITOR · REV 2.6
[ 180 days window ]
SOURCE: gharchive
РЕПО НЕТ В ОКНЕ 90D. ПОКАЗАН FINDING ИЗ ОКНА 180D (180 days) — РАНГ #1522.
FINDING #1522 · 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.
[ PYTHON ][ ORG ][ VERIFIED ][ GITHUB ↗ ]
SURPRISE SCORE
0.00

Score Breakdown

SURPRISE0.0000012
ENGAGEMENT0.57
FRESHNESS1.47
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
2% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D
4.62
ACCEL
-0.07
RETENTION
10.9%
PEAK 2026-04-02 · FORK-RETENTION 76.1% · 832 STARS / WINDOW

Author Audience

AUDIENCE
3,851,748
FOLLOWERS
129,606
OWNER ★
2,774,643

Engagement Signals

FORKS
7,672
ISSUE AUTH
4
PR AUTH
4
UNIQUE STARGAZERS 831 / 832 (DIVERSITY 1.00)

Why This Is A Finding

microsoft/qlib собрал 832 звёзд за окно, тогда как у автора всего 129,606 подписчиков — эффективная аудитория ≈ 3,851,748. Это даёт surprise-индекс 0.0000012 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 76.1% и 8 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

METRICS IN CONTEXT

MEDIAN ACROSS ALL 1554 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 2%
VELOCITY4.622.67+1.95ABOVE 72%
RETENTION10.9%5.6%+5.3 PPABOVE 74%
FORKS7,6721,668+6,005ABOVE 85%
SURPRISE0.000.00-0.00ABOVE 1%