patchy631/ai-engineering-hub — GitHub trend

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FINDING #743 · UNIT ID 876064934

patchy631/ai-engineering-hub

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

[ JUPYTER NOTEBOOK ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.000414

ENGAGEMENT0.52

FRESHNESS1.48

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

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

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

2.90

ACCEL

-0.10

RETENTION

11.4%

PEAK 2026-04-19 · FORK-RETENTION 81.0% · 261 STARS / WINDOW

Author Audience

AUDIENCE

6,966

FOLLOWERS

3,110

OWNER ★

38,559

Engagement Signals

FORKS

6,053

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 261 / 261 (DIVERSITY 1.00)

Why This Is A Finding

patchy631/ai-engineering-hub собрал 261 звёзд за окно, тогда как у автора всего 3,110 подписчиков — эффективная аудитория ≈ 6,966. Это даёт surprise-индекс 0.000414 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 81.0% и 3 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 44% OF 1335 FINDINGS

#217Lordog/dive-into-llms[ JUPYTER NOTEBOOK ]0.00431 #245raiyanyahya/how-to-train-your-gpt[ JUPYTER NOTEBOOK ]0.00366 #378tkarim45/Beginner-Data-Science-Projects[ JUPYTER NOTEBOOK ]0.00168 #435gepa-ai/gepa[ JUPYTER NOTEBOOK ]0.00137 #474oracle-devrel/oracle-ai-developer-hub[ JUPYTER NOTEBOOK ]0.00121

METRICS IN CONTEXT

MEDIAN ACROSS ALL 1335 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 44%

VELOCITY2.902.82+0.08ABOVE 52%

RETENTION11.4%8.4%+3.0 PPABOVE 63%

FORKS6,0531,463+4,590ABOVE 81%

SURPRISE0.000.00-0.00ABOVE 44%