microsoft/generative-ai-for-beginners — GitHub trend

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FINDING #2502 · UNIT ID 655806940

microsoft/generative-ai-for-beginners

21 Lessons, Get Started Building with Generative AI

[ JUPYTER NOTEBOOK ][ ORG ][ VERIFIED ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00000176

ENGAGEMENT1.76

FRESHNESS1.38

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

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

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

6.59

ACCEL

-0.10

RETENTION

17.7%

PEAK 2026-02-22 · FORK-RETENTION 68.6% · 1,187 STARS / WINDOW

Author Audience

AUDIENCE

3,739,211

FOLLOWERS

125,952

OWNER ★

2,698,184

Engagement Signals

FORKS

60,962

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 1,184 / 1,187 (DIVERSITY 1.00)

Why This Is A Finding

microsoft/generative-ai-for-beginners собрал 1,187 звёзд за окно, тогда как у автора всего 125,952 подписчиков — эффективная аудитория ≈ 3,739,211. Это даёт surprise-индекс 0.00000176 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 68.6% и 81 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 2% OF 2559 FINDINGS

#536duoan/TorchCode[ JUPYTER NOTEBOOK ]0.00335 #584CalvinXKY/InfraTech[ JUPYTER NOTEBOOK ]0.00302 #614GiovanniPasq/agentic-rag-for-dummies[ JUPYTER NOTEBOOK ]0.00285 #632Lordog/dive-into-llms[ JUPYTER NOTEBOOK ]0.00278 #653lyogavin/airllm[ JUPYTER NOTEBOOK ]0.0027

METRICS IN CONTEXT

MEDIAN ACROSS ALL 2559 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 2%

VELOCITY6.592.88+3.71ABOVE 81%

RETENTION17.7%6.3%+11.4 PPABOVE 90%

FORKS60,9621,183+59,779ABOVE 100%

SURPRISE0.000.00-0.00ABOVE 1%