TradeMaster-NTU/TradeMaster — GitHub trend

FINDING #5232 · 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

SURPRISE0.00305

ENGAGEMENT0.20

FRESHNESS1.00

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

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

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

3.14

ACCEL

+0.32

RETENTION

37.5%

PEAK 2026-07-18 · FORK-RETENTION 0.0% · 22 STARS / WINDOW

Author Audience

AUDIENCE

989

FOLLOWERS

163

OWNER ★

3,315

Engagement Signals

FORKS

546

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 22 / 22 (DIVERSITY 1.00)

Why This Is A Finding

TradeMaster-NTU/TradeMaster собрал 22 звёзд за окно, тогда как у автора всего 163 подписчиков — эффективная аудитория ≈ 989. Это даёт surprise-индекс 0.00305 (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 41% OF 8842 FINDINGS

#373Dashboard-Design/Power-BI-Design-Files[ JUPYTER NOTEBOOK ]0.0198 #914GiovanniPasq/agentic-rag-for-dummies[ JUPYTER NOTEBOOK ]0.00996 #1030CalvinXKY/InfraTech[ JUPYTER NOTEBOOK ]0.00913 #1505baijiuyang/collision-avoidance2[ JUPYTER NOTEBOOK ]0.00654 #1526teddylee777/machine-learning[ JUPYTER NOTEBOOK ]0.00646

METRICS IN CONTEXT

MEDIAN ACROSS ALL 8842 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 41%

VELOCITY3.143.43-0.29ABOVE 46%

RETENTION37.5%38.9%-1.4 PPABOVE 46%

FORKS546110+436ABOVE 85%

SURPRISE0.000.01-0.00ABOVE 29%