NabidAlam/road-to-machine-learning — GitHub trend

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FINDING #2963 · UNIT ID 1123887211

NabidAlam/road-to-machine-learning

A comprehensive, step-by-step guide to learning Machine Learning from absolute basics to advanced topics

[ PYTHON ][ GITHUB ↗ ]

SURPRISE SCORE

0.00

Score Breakdown

SURPRISE0.00708

ENGAGEMENT0.20

FRESHNESS1.00

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

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

1% OF STARS IN ARCHIVE

Growth Telemetry

VELOCITY /D

3.67

ACCEL

-1.50

RETENTION

0.0%

PEAK 2026-07-14 · FORK-RETENTION 0.0% · 11 STARS / WINDOW

Author Audience

AUDIENCE

478

FOLLOWERS

356

OWNER ★

1,218

Engagement Signals

FORKS

386

ISSUE AUTH

PR AUTH

UNIQUE STARGAZERS 11 / 11 (DIVERSITY 1.00)

Why This Is A Finding

NabidAlam/road-to-machine-learning собрал 11 звёзд за окно, тогда как у автора всего 356 подписчиков — эффективная аудитория ≈ 478. Это даёт surprise-индекс 0.00708 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.

Related Findings

RANKS ABOVE 41% OF 5024 FINDINGS

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METRICS IN CONTEXT

MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW

METRICVALUEMEDIANΔ MEDPERCENTILE

SCORE0.000.00-0.00ABOVE 41%

VELOCITY3.676.67-3.00ABOVE 21%

RETENTION0.0%46.5%-46.5 PPABOVE 0%

FORKS386116+270ABOVE 78%

SURPRISE0.010.01-0.01ABOVE 33%