greyhatguy007/Machine-Learning-Specialization-Coursera — GitHub trend

FINDING #5444 · UNIT ID 504209946

greyhatguy007/Machine-Learning-Specialization-Coursera

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

[ JUPYTER NOTEBOOK ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00255

ENGAGEMENT0.44

FRESHNESS1.00

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

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

0% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

4.86

ACCEL

-0.32

RETENTION

29.5%

PEAK 2026-08-06 · FORK-RETENTION 20.0% · 34 STARS / WINDOW

Author Audience

AUDIENCE

1,869

FOLLOWERS

885

OWNER ★

9,835

Engagement Signals

FORKS

3,725

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 34 / 34 (DIVERSITY 1.00)

Why This Is A Finding

greyhatguy007/Machine-Learning-Specialization-Coursera собрал 34 звёзд за окно, тогда как у автора всего 885 подписчиков — эффективная аудитория ≈ 1,869. Это даёт surprise-индекс 0.00255 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 20.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 44% OF 9721 FINDINGS

#66lyogavin/airllm[ JUPYTER NOTEBOOK ]0.18 #184xbsheng/atguigu-note[ JUPYTER NOTEBOOK ]0.0848 #383TrustAI-laboratory/Learn-Prompt-Hacking[ JUPYTER NOTEBOOK ]0.0353 #681Morteza-Asadi-Shalmaiy/facial-recognition-pipeline[ JUPYTER NOTEBOOK ]0.0226 #823neoteai/N0-Foundation[ JUPYTER NOTEBOOK ]0.019

METRICS IN CONTEXT

MEDIAN ACROSS ALL 9721 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 44%

VELOCITY4.863.43+1.43ABOVE 61%

RETENTION29.5%32.1%-2.6 PPABOVE 45%

FORKS3,725130+3,595ABOVE 97%

SURPRISE0.000.01-0.00ABOVE 29%