karimkhemkapital/quantitative-trading-free-lesson — GitHub trend

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FINDING #575 · UNIT ID 1283645052

karimkhemkapital/quantitative-trading-free-lesson

Complete curriculum on quantitative trading from master’s programs in financial engineering and the CQF.

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0413

ENGAGEMENT0.20

FRESHNESS1.32

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

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

100% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.13

ACCEL

+0.27

RETENTION

11.0%

PEAK 2026-07-09 · FORK-RETENTION 0.0% · 64 STARS / WINDOW

Author Audience

AUDIENCE

FOLLOWERS

OWNER ★

116

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 64 / 64 (DIVERSITY 1.00)

Why This Is A Finding

karimkhemkapital/quantitative-trading-free-lesson собрал 64 звёзд за окно, тогда как у автора всего 0 подписчиков — эффективная аудитория ≈ 12. Это даёт surprise-индекс 0.0413 (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 91% OF 6295 FINDINGS

#01shy3130/tickflow-stock-panel[ PYTHON ]0.46 #06Panniantong/Agent-Reach[ PYTHON ]0.29 #10sums001/Windows-Copilot-API[ PYTHON ]0.27 #12HUANGCHIHHUNGLeo/claude-real-video[ PYTHON ]0.24 #14realiti4/claude-swap[ PYTHON ]0.21

METRICS IN CONTEXT

MEDIAN ACROSS ALL 6295 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.020.00+0.02ABOVE 91%

VELOCITY2.134.23-2.10ABOVE 20%

RETENTION11.0%29.4%-18.5 PPABOVE 14%

FORKS592-87ABOVE 4%

SURPRISE0.040.01+0.03ABOVE 83%