Github Trends®
1696 findingsmedian surprise 0.00059window 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 #1668.
FINDING #1668 · 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

SURPRISE0.0000014
ENGAGEMENT0.59
FRESHNESS1.28
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
2% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D
5.34
ACCEL
-0.09
RETENTION
10.7%
PEAK 2026-04-02 · FORK-RETENTION 60.0% · 962 STARS / WINDOW

Author Audience

AUDIENCE
3,820,953
FOLLOWERS
128,576
OWNER ★
2,754,002

Engagement Signals

FORKS
7,606
ISSUE AUTH
4
PR AUTH
5
UNIQUE STARGAZERS 962 / 962 (DIVERSITY 1.00)

Why This Is A Finding

microsoft/qlib собрал 962 звёзд за окно, тогда как у автора всего 128,576 подписчиков — эффективная аудитория ≈ 3,820,953. Это даёт surprise-индекс 0.0000014 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 60.0% и 9 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

METRICS IN CONTEXT

MEDIAN ACROSS ALL 1696 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 2%
VELOCITY5.342.82+2.52ABOVE 75%
RETENTION10.7%4.8%+5.8 PPABOVE 80%
FORKS7,6061,584+6,023ABOVE 86%
SURPRISE0.000.00-0.00ABOVE 2%