TradeMaster-NTU/TradeMaster — GitHub trend

FINDING #4217 · UNIT ID 527993624

TradeMaster-NTU/TradeMaster

TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow:

[ JUPYTER NOTEBOOK ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00505

ENGAGEMENT0.20

FRESHNESS1.31

SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE

SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)

5% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

5.20

ACCEL

-0.23

RETENTION

2.8%

PEAK 2026-07-01 · FORK-RETENTION 0.0% · 156 STARS / WINDOW

Author Audience

AUDIENCE

989

FOLLOWERS

163

OWNER ★

3,315

Engagement Signals

FORKS

546

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 156 / 156 (DIVERSITY 1.00)

Why This Is A Finding

TradeMaster-NTU/TradeMaster собрал 156 звёзд за окно, тогда как у автора всего 163 подписчиков — эффективная аудитория ≈ 989. Это даёт surprise-индекс 0.00505 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 50% OF 8513 FINDINGS

#148adrida/tracer[ JUPYTER NOTEBOOK ]0.0701 #801baijiuyang/collision-avoidance2[ JUPYTER NOTEBOOK ]0.0149 #1076leoncuhk/awesome-quant-ai[ JUPYTER NOTEBOOK ]0.0122 #1278lyogavin/airllm[ JUPYTER NOTEBOOK ]0.0108 #1605CalvinXKY/InfraTech[ JUPYTER NOTEBOOK ]0.00882

METRICS IN CONTEXT

MEDIAN ACROSS ALL 8513 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00+0.00ABOVE 50%

VELOCITY5.203.83+1.37ABOVE 61%

RETENTION2.8%27.5%-24.7 PPABOVE 4%

FORKS546106+440ABOVE 85%

SURPRISE0.010.01-0.00ABOVE 36%