DeepLearningSchool/part_1_ml_cv — GitHub trend

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FINDING #1978 · UNIT ID 858672181

DeepLearningSchool/part_1_ml_cv

Materials of the first part of Deep Learning School course (ML + CV)

[ JUPYTER NOTEBOOK ][ ORG ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.0097

ENGAGEMENT0.61

FRESHNESS1.00

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

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

15% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

3.86

ACCEL

-0.25

RETENTION

60.0%

PEAK 2026-10-12 · FORK-RETENTION 71.4% · 27 STARS / WINDOW

Author Audience

AUDIENCE

358

FOLLOWERS

140

OWNER ★

389

Engagement Signals

FORKS

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 27 / 27 (DIVERSITY 1.00)

Why This Is A Finding

DeepLearningSchool/part_1_ml_cv собрал 27 звёзд за окно, тогда как у автора всего 140 подписчиков — эффективная аудитория ≈ 358. Это даёт surprise-индекс 0.0097 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 71.4% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 80% OF 9651 FINDINGS

#372FinanceFlash/unvibecode[ JUPYTER NOTEBOOK ]0.0354 #435ShuhongLL/SGS-SLAM[ JUPYTER NOTEBOOK ]0.0313 #533Akun-python/autumn-recruitment[ JUPYTER NOTEBOOK ]0.0262 #900Liuziyu77/Valen[ JUPYTER NOTEBOOK ]0.0162 #1190Exorust/TorchLeet[ JUPYTER NOTEBOOK ]0.0121

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9651 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.010.00+0.01ABOVE 80%

VELOCITY3.863.14+0.71ABOVE 57%

RETENTION60.0%16.7%+43.3 PPABOVE 90%

FORKS67277-210ABOVE 26%

SURPRISE0.010.00+0.01ABOVE 68%